Notes
Article history
The research reported in this issue of the journal was commissioned by the HTA programme as project number 98/04/64. The contractual start date was in June 2001. The draft report began editorial review in February 2008 and was accepted for publication in March 2009. As the funder, by devising a commissioning brief, the HTA programme specified the research question and study design. The authors have been wholly responsible for all data collection, analysis and interpretation, and for writing up their work. The HTA editors and publisher have tried to ensure the accuracy of the authors’ report and would like to thank the referees for their constructive comments on the draft document. However, they do not accept liability for damages or losses arising from material published in this report.
Declared competing interests of authors
None
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Chapter 1 Introduction
Cervical screening in the English NHS Programme
Current design
The purpose of the National Health Service Cervical Screening Programme (NHSCSP) is to reduce cervical cancer incidence and mortality. Currently all women in England aged between 25 and 64 years are invited to attend for a cytology sample – a sampling of exfoliated cervical cells, formerly known as a ‘smear test’ – every 3 years between the ages of 25 and 49, and every 5 years between the ages of 50 and 64. The rationale of cervical screening is based on the detection of preinvasive lesions known as cervical intraepithelial neoplasia (CIN). These lesions precede the development of invasive disease, usually by many years, and offer the opportunity of detection and treatment before the development of cancer. Treatment of CIN involves excision or ablation of disease. Treatment is highly effective in preventing cancer1 and generally preserves reproductive potential. The National Screening Committee’s criteria for appraising the viability, effectiveness and appropriateness of a screening programme are included for reference (Appendix 1).
Two important developments in the screening programme have occurred in the last 3 years. The first was the introduction of liquid-based cytology (LBC), and the second was that the age at which women were initially invited for screening was increased from 20 to 25 and the screening interval was reduced from 5-yearly to 3-yearly for women aged 25 to 49. The reasons for these changes were:
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to avoid ineffective screening among 20- to 24-year-olds in whom over 400,000 samples per year were being read in an age range in which there were fewer than 50 cancers/year (this screening resulted in large numbers of low-grade abnormalities with the potential that overtreatment would do more harm than good)
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epidemiological data from the NHSCSP had demonstrated that in younger women, 3-yearly cytology was required to maintain the necessary level of protection. 2
Effectiveness
Although no randomised trials of cervical cytology as a means of secondary prevention have been performed, there is convincing evidence from disease-incidence rates in countries that have achieved systematic screening to demonstrate that cytology screening is effective. Wide population coverage is essential for a successful programme. In the UK, cervical screening was essentially opportunistic until 1988 with little impact on disease rates. Following the introduction of a systematic computerised call/recall system that issued invitations to every eligible woman at regular intervals, there has been an increase in coverage from 40% to over 80%,3 and a 50% reduction in disease incidence between 1988 and 2004. This has been accompanied by a fall in deaths UK-wide from 2000 per year to around 1000 per year when a continuing increase would have been expected from the increasing trend in mortality in younger women since the 1960s. 4 Furthermore, screening has led to a higher proportion of cancer being discovered sufficiently early that fertility can be preserved.
This success disguises the fact that a proportion of women who undergo screening develop interval cancers even if they comply with regular tests. The most common reason for such screening failure is inadequate sampling, but reading errors account for a proportion of cases. Internationally the sensitivity of cervical screening to detect CIN2 or greater has been estimated to be between 30% and 80%,5 but this is dependent on the quality assurance systems in place. The UK has one of the best programmes in the world with strict national quality assurance and accreditation processes in place for every step of the pathway from sample taking to colposcopic management.
Human papillomavirus
Epidemiology
For 50 years cervical cancer has been considered to have an infectious aetiology, and it is now universally accepted that the necessary initial event is infection of the cervix by human papillomavirus (HPV). 6 There are over 100 types of HPV, of which a subset of around 20 have been associated with cervical cancer by virtue of the presence of HPV DNA being detectable in the cancer cells. Indeed, around 80% of cervical tumours worldwide are associated with types 16, 18, 31, 33 and 45, with type 16 being by far the most important, accounting for at least 50% of cases. 7
The accepted model of tumour development involves infection by HPV as a result of sexual exposure, following which most women clear the infection. In a proportion of cases, however, integration of the HPV genome into the cervical cells and expression of the oncogenes E6 and E7 result in dysregulation of the cell cycle and malignant transformation. HPV infection is a necessary event for cervical carcinogenesis, but other promoters such as cigarette smoking increase the risk. The majority of women will acquire an HPV infection at some time, but only a minority will develop cervical cancer, which can therefore be regarded as an uncommon complication of HPV infection. This necessity for HPV in cervical carcinogenesis is demonstrated by the fact that viral DNA can be identified in almost 100% of cervical cancers. 6 Type-specific HPV DNA detection which persists over 1 or 2 years or more confers a very high relative risk (> 400 in one study),8 when compared with women who were cytology negative (–ve) and HPV –ve. This is compelling evidence of an aetiological role requiring the persistent presence of HPV DNA before development of CIN3.
Potential uses of HPV testing
This scientific background suggests two important clinical applications. The first is a strategy of primary prevention through prophylactic HPV vaccination. This has become a reality with two recently published phase III trials9,10 demonstrating that vaccines against HPV16 and HPV18 can prevent the development of type-16-associated and type-18-associated high-grade CIN. A UK-wide vaccination programme was introduced for 12- to 13-year-old girls in 2008 with a catch-up to age 18 over a 3-year period. The bivalent vaccine directed against HPV types 16 and 18 (Cervarix®, GlaxoSmithKline) was selected for the UK vaccine programme.
The second important role for HPV is as a biomarker of cervical neoplasia, so that HPV testing can be implemented as a test for screening or to aid clinical management. There are three obvious settings for HPV testing: (1) triage of mild cytological abnormalities to select for colposcopy, (2) as a ‘test of cure’ following treatment of CIN and (3), potentially most importantly, as a primary screening test. HPV testing for triage and test of cure are currently being evaluated in a Sentinel Site project being conducted by the NHSCSP. The effectiveness and cost-effectiveness of HPV testing in primary screening required rigorous testing in a controlled trial within the NHSCSP.
Screening technologies
Liquid-based cytology
Nationwide conversion from so-called conventional cytology, which relied on ‘smearing’ exfoliated cells onto a glass slide before fixation, to LBC was completed in 2008. The LBC process involves the exfoliated cells being put into a liquid preservative suspension and either mechanically filtered onto a glass slide or collected by a cell-enrichment process. The principal advantages of LBC are a major reduction in inadequate samples for reading and more rapid throughput of samples in laboratories. 11
Rationale for study design
Clinical issues
The rationale for HPV testing in primary cervical screening is to increase the sensitivity to detect CIN3, which is generally accepted as the true cancer precursor lesion. By doing so, a drop in deaths could be expected among screened women who develop cancer despite being screened. The evidence for increased sensitivity comes from a number of studies which compare estimates of sensitivity for cytology and HPV testing in primary screening. In a meta-analysis of European studies12 the median sensitivity of cytology was about 50% although sensitivity in the only UK study in the analysis was almost 80%. By contrast, HPV sensitivity for detecting CIN2 or worse was estimated at over 95%. Furthermore, because HPV testing is an objective procedure there was far less variation in results than was the case for cytology. Other evidence for increased sensitivity comes from studies of HPV ‘triage’ to manage women with low-grade cytological changes. In the ALTS trial in the USA,13 HPV testing identified more disease than repeated cytology. Furthermore, this added sensitivity comes with a very high negative predictive value suggesting a role for HPV as an initial ‘stand-alone’ test without cytology. The problem with HPV testing is a lack of specificity, particularly in young women (< 30 years) in whom the high-risk HPV positive (+ve) rates are around 20%. Typing the HPV infection is needed not only to estimate true viral persistence, but also to determine which specific types are responsible for high-grade disease and which are less relevant in that respect. The Hybrid Capture (HC2, QIAGEN) test used in ARTISTIC (A Randomised Trial In Screening To Improve Cytology) uses a cocktail of probes to detect 13 high-risk (HR-) HPV types.
The purpose of the present study was to evaluate HPV testing in primary screening both as an adjunctive test with cytology and as a stand-alone test which would be backed up by cytology for HPV +ve women. At the time of planning the study it was not possible to undertake a trial that would involve HPV testing alone because cytology was, and remains, the international standard of screening and there was insufficient evidence regarding the role of HPV as a stand-alone test. The most rigorous acceptable design was considered to be a randomised trial that compared the current standard, i.e. cytology versus cytology plus HPV testing. To maximise the opportunity to evaluate HPV as a stand-alone test, it was decided to undertake HPV testing with cytology in all women but to conceal the HPV result in the standard arm. This would also permit controlled observation of the psychological impact of HPV testing.
Not only would a randomised trial be capable of robust comparisons of cytology versus cytology plus HPV testing as a primary screen, but the entire cohort data would provide valuable data on which could be modelled the outcomes of different screening strategies. This could include: (1) the current standard, (2) cytology with HPV triage and (3) HPV screening (including varying cut-offs) with cytology triage.
Other current randomised studies of HPV testing in primary cervical screening
Four other European randomised trials are evaluating HPV in primary screening in addition to ARTISTIC. These are being conducted in Sweden (Swedescreen), the Netherlands (POBASCAM), Finland (Finnish Public Health Trial), and Italy (NTCC). They began in 1997, 1999, 2002 and 2003 respectively. The characteristics of the trials are shown in Table 1. Results from Swedescreen14 and POBASCAM15 have been published – reporting data over two rounds of screening. The NTCC study16 has reported data from a prevalence round. All employed conventional cytology.
Country | Study | Recruitment | Age range | Cytology HPV test | Comparison | Outcomes |
---|---|---|---|---|---|---|
Sweden | Swedescreen | 12,517 | 32–38 | Conventional/PCR/GP5+/6+a | Cytology vs Cytology + HPV | CIN2+ at round 2 3 years later |
the Netherlands | POBASCAM | 44,102 | 30–60 | Conventional/HC2 | Cytology vs Cytology + HPV | CIN3+ at round 2 5 years later |
UK | ARTISTIC | 24,510 | 20–64 | Liquid based/HC2 | Cytology vs Cytology + HPV | CIN3+ at round 2 3 years later |
Italy | NTCC | 50,000 (Phase 1) | 25–60 | Conventional/ HC2 | HPV/LBC vs Conventional | CIN2+ |
50,000 (Phase 2) | Conventional vs HPV as a stand-alone | CIN2+ |
Implications of vaccination
Since the initiation of this study, prophylactic HPV vaccines have become licensed for the prevention of CIN2/3 for females aged 9–26 years. Currently available vaccines against types 16 and 18 will be capable of reducing the incidence of high-grade CIN (CIN2/3) by over 50% but low-grade cytological abnormality, most of which is either HPV –ve or associated with other HPV types, by perhaps only 20%. It will be important to determine how best to screen vaccinated females aged 25 years and over. If HPV testing were proposed as a primary determinant of risk followed by cytology if HPV +ve, then understanding the risk over time for cytology –ve/HPV +ve women, will be important. The data from the ARTISTIC trial will allow useful estimates of the impact of these vaccines on the prevention of abnormal cytology as well as CIN2/3, and will also provide a valuable contribution to the development of models of the cost-effectiveness of vaccination.
Economic issues
Cervical screening is generally accepted as a cost-effective intervention costing the NHS around £150–180 million17 with an estimated 800–1000 lives saved per year,18 although in the long term up to 5000 future deaths per year may be prevented by current screening. 4 Given that the average age at which cervical cancer deaths occur lies between 60 and 65 years,19 the number of life-years saved is well within the accepted range for a cost per quality-adjusted life-year (QALY) gained.
Any major change to the screening programme would need to be more effective and cost-effective, either in terms of saving more lives or in achieving greater programme efficiency. It could be expected that the use of HPV testing will save lives by more sensitive disease detection.
The systematic review by Cuzick et al. ,20 which informed the design of the ARTISTIC economic evaluation, undertook a modelling exercise to assess whether HPV testing could be cost-effective in primary screening. Three test combinations (cytology, cytology plus HPV testing, and HPV testing alone) were examined in two models in which the screening outcomes were adjusted favourably or less favourably towards the use of the HPV test. NHS-derived costs for cervical screening and the management or treatment of cervical dysplasia were applied, and the effective measures of screening were life-years gained and deaths prevented. Effects and costs were calculated for both 3-yearly and 5-yearly screening between 20 and 64 years of age. The authors concluded that additional HPV testing in primary screening would not be cost-effective unless the cost of HPV testing could be substantially reduced, or, alternatively, fewer tests were performed by lengthening the screening interval from 3 years or by lowering the age at which women are no longer invited for screening following a series of –ve HPV tests. As it was, the costs for HPV screening entered in the models omitted laboratory costs for analysing cervical samples. The authors acknowledged that the issues of cost were not clearly resolved; would the cost of the HPV test be substantially reduced if tests were used at a very high volume? Further modelling was needed to quantify uncertainties of the key parameters, preferably in a large-scale study with at least a 5-year follow-up.
The data capturing methods for ARTISTIC were designed to record cost-generating events (cervical screening, cytology, HPV testing, colposcopy, biopsy and treatment) for all women from the point of recruitment until their end point in the trial. Associated unit costs for these events would be estimated and attached to the individuals’ events. By performing HPV tests on cervical samples in both the control and intervention arms, the three test combinations of cytology, cytology plus HPV testing, and HPV testing alone could be evaluated through modelling. Economic evaluations of screening programmes often included travel and time costs incurred by those being screened on the basis that these may affect uptake and, ultimately, cost-effectiveness of a programme. Although women undergoing cervical screening incur personal expenses, mostly when attending a general practitioner (GP) surgery, women’s costs were not measured.
The systematic review20 was limited to modelling a cost per life-year gained because information on the value of health states associated with cervical cancer was not available. However, such information is required if a cost per QALY is to be estimated. As cervical screening impacts intermittently and temporarily on the lives of most women, the time trade-off (TTO) technique for valuing descriptions of cervical screening outcomes was selected for administration with women drawn from the general population. Previous research had shown that respondents more easily follow the TTO technique for eliciting valuations than an alternative method, the standard gamble technique. 21
In the protocol for the ARTISTIC trial, follow-up of women was limited to 3 years, hence modelling beyond the end point of the trial would be needed to determine whether the HPV test would have an impact on life-years gained. The model used in the systematic review20 was based on the natural history of the disease. Modelling had been applied previously to determine the effectiveness of cervical screening intervals22 and the cost-effectiveness of alternative technologies for Papanicolaou testing of the cervix. 23 For our purposes, a time-varying Markov model would be appropriate to estimate the lifetime costs and effects associated with different screening strategies. This assumed, however, that the trial results would show that the cytology and virology screening techniques performed differently in identifying women with precursor lesions of carcinoma.
Psychological/psychosocial issues
Cervical screening creates anxiety among a proportion of women who receive an abnormal result,24–26 although this tends to resolve following diagnosis and treatment. 27 Studies have indicated that testing +ve for HPV may be responsible for an adverse psychosocial impact, which is related to the sexually transmitted nature of HPV infection.
This effect has been shown in a quantitative study using psychometric measures, which compared women with negative or abnormal cytology who were identified as HPV +ve, with corresponding women who were identified as HPV –ve. 28 Qualitative research29 has identified a number of key concerns that women may have when told that they have tested HPV +ve. These include the stigma of a sexually transmitted infection, the link with cervical cancer and the fact that it may persist. The primary outcome measure of ARTISTIC is detection of CIN3 or worse (CIN3+) at 3-year follow-up, but these concerns reinforce the importance of measuring the psychosocial and psychosexual impact of HPV testing in the ARTISTIC trial.
The objective of the psychological study in ARTISTIC was to determine whether receiving an HPV +ve test result could be associated with increased psychological distress when compared with cytology alone and whether it could also exert a negative effect on psychosexual functioning. The randomised structure of the ARTISTIC trial offered an opportunity to compare the impact of HPV testing when combined with cytology in the revealed arm with a control group of women defined by randomisation in the concealed arm whose HPV status could be matched, but who were unaware of the HPV result.
It was also hypothesised that among women with –ve cytology, receiving an HPV +ve result could be associated with increased distress compared with women receiving an HPV –ve report. If we are to evaluate HPV testing in primary cervical screening we need to understand its psychological effects.
Chapter 2 Methods
Aim
The aim of the trial was to determine whether HPV testing added to cytology increases detection of CIN3+. If this were the case it would be expected that more CIN3+ would be detected in the HPV revealed arm in the first (prevalence) round and that there would therefore be less CIN3+ in the second (incidence) round. Because cervical screening is a process of repeated rounds of screening it is important to determine whether HPV testing in addition to cytology impacted significantly over the two rounds. Such an effect would be the result of added detection in women with –ve cytology and HPV +ve tests prompting further investigations.
Other research questions were:
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Is cytology plus HPV testing cost-effective when compared with cytology alone?
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What were the psychological and psychosexual effects of HPV testing?
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What is the true sensitivity of cytology combined with HPV testing when backed up by routine use of colposcopy as a form of verification?
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Does the optimal ‘cut-off’ for a +ve Hybrid Capture (HC2) test in this screening setting differ from the manufacturer’s recommended threshold?
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Is there an explanation for CIN3+ associated with an HPV –ve result?
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What is the HPV genotype profile for this population?
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What are the rates of type-specific persistence over 3 years and what are the outcomes associated with this in terms of abnormal cytology?
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What is the negative predictive value of HPV testing in terms of disease detected at 3 years?
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Related to the above, would HPV as an initial stand-alone screening test, followed by cytology, be superior to cytology followed by HPV triage?
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What would be women’s choice if HPV were persistently +ve at 12 months?
Design
The ARTISTIC prospective randomised trial compared routine cytology (concealed arm) against routine cytology plus HPV testing (revealed arm) in primary screening, randomised in a concealed : revealed ratio of 1 : 3. The study was designed to be firmly embedded within the NHSCSP, so making the findings credible and applicable to women across the UK. The original trial target was to recruit 28,000 women aged 20 to 64 years who were undergoing routine cervical screening from participating GP surgeries or family planning clinics (FPCs) in Greater Manchester. Information regarding the trial was enclosed with invitations to attend for a routine smear, and information leaflets and consent forms were also available in GP surgeries and FPCs. Women could opt into the trial at the time of attending for their smear by giving written informed consent to randomisation. Women were then allocated to the arm in which the HPV result was revealed (study arm, recruitment target: 21,000 women) or concealed (control arm, recruitment target: 7000 women) in a 3 : 1 ratio respectively. Women were contacted immediately after consenting into the study to welcome them and inform them to which group they had been randomised. The trial intervention is summarised in Figure 1.
All samples were taken in LBC. The samples were taken in ThinPrep® (HOLOGIC), although a small proportion of subsequent samples in round 2 were taken in SurePath® (Becton Dickinson). An HPV test was performed on the cervical cells in the LBC sample as well as cytology screening. The LBC samples were processed at the Manchester Cytology Centre (MCC), and the HPV tests were performed at the Department of Virology, Manchester Royal Infirmary (MRI). Women would then receive their result letter, copied to their GP surgery or FPC. Women in the revealed arm who tested HPV +ve also received an HPV information leaflet (see Appendix 3). In the concealed arm all LBC samples were accompanied by an HPV test but the result was not disclosed to women or clinical staff.
For those women in the revealed arm whose baseline test results were –ve cytology and HPV +ve, the HPV test was repeated at 12 months and a choice was offered if the test was HPV +ve again. Women could either undergo colposcopy or have a further HPV test at 24 months, and if still +ve would be offered colposcopy. This was to determine women’s preference in the event of a future programme of HPV testing triaged by cytology.
Reading of cytology slides and samples
Cytology results were reported according to the laboratory routine using the British Society for Clinical Cytology (BSCC) classification (described in Table 2). A cytoscreener read the slides with abnormal slides checked by a biomedical scientist or cytopathologist. Rapid review of every negative or inadequate slide was performed before reports were authorised. Cytoscreeners were unaware of HPV test results.
BSCC 1986 | Bethesda System 2001 | Definitiona |
---|---|---|
Negative | Negative for intraepithelial lesion or malignancy | Normal cytology |
Inadequate | Unsatisfactory for evaluation | Low-grade cytology |
Borderline nuclear change (includes koilocytosis) |
|
Low-grade cytology |
Mild dyskaryosis | Low-grade squamous intraepithelial lesions (LSIL) | Low-grade cytology |
Moderate dyskaryosis | HSIL | High-grade cytology |
Severe dyskaryosis | HSIL | High-grade cytology |
Severe dyskaryosis – ?invasive | Squamous cell carcinoma | High-grade cytology |
Glandular neoplasia |
1. Endocervical carcinoma in situ 2. Adenocarcinoma Endocervical Endometrial Extrauterine Not otherwise specified |
Biopsies were also reported according to routine practice using classification according to agreed guidelines. 30 All pathology results were checked by a consultant pathologist. There was no central review of cytopathology or histopathology, and pathology was reported blind to HPV results.
Concealment
Staff reading cytology slides and biopsies were unaware of the allocation of the sample and concealment was maintained throughout the trial. Women in the concealed arm could request their HPV result if they insisted, but in practice only three women requested their HPV results.
Management protocol
The protocol did not require significant deviation from national guidelines for the management of abnormal cytology samples. In the revealed arm women received their cytology and HPV test result and in certain cases management was dependent on the HPV result. Women were reminded about their next LBC test – either routine cytology or a follow-up HPV test – by letter, sent approximately 1 month before the due date. A reminder was then sent 2 weeks after the test was due. A final reminder was sent around 3 months later.
Women with inadequate cytology samples were retested and re-entered the trial with follow-up as appropriate. In both arms of the trial, women with moderate or severe dyskaryosis were referred for colposcopy and managed according to standard guidelines. Once a woman had been referred to colposcopy, the trial office ceased to send further recall letters to avoid discrepant management from that advised by the colposcopy clinic. Colposcopy clinics were asked to send copies of all correspondence relating to the appointment to the trial office and all related cytology, HPV, colposcopy and histology results were recorded in the trial database. Women in the concealed arm with mild or borderline cytology had a second LBC test at 6 months. If dyskaryosis persisted a colposcopy referral was made and any CIN was monitored or treated according to local policy. If the second sample was negative or borderline, women were recalled for a third LBC test at 12 months. If this third test was abnormal then a referral for colposcopy was made, and if it was negative, the women were recalled for a fourth test at 24 months. Women in the revealed arm who had two consecutive borderline or worse results which were HPV +ve were referred for colposcopy.
The management protocol is summarised in Figure 2. Women who were initially cytology and revealed HPV –ve were managed exactly as in the control arm. Women in the revealed arm who tested cytology –ve and HPV +ve at baseline were invited to be retested for HPV only at 12 months. Most HPV infections are transient and persistence over 12 months or longer was chosen to give greater specificity for detection of CIN than a single HPV +ve result. If this second HPV test was +ve then the women would receive a result letter offering a choice between a colposcopy examination at their local clinic or a repeat HPV test at 24 months. It was explained that if a 24-month HPV test were +ve then a referral would be made for a colposcopy examination. A postage-paid envelope was included for women to return the form indicating their preference. Patient choice was offered to improve compliance and provide valuable information on women’s reactions to being persistently HPV +ve. All women in the trial were recalled to have an LBC and HPV test 36 months after round 1 and were followed up by cytological and histological record linkage. At 36 months, women in both arms were managed according to NHSCSP guidelines, with the exception of those who had borderline cytology; those women were referred to colposcopy after only two consecutive borderline results (rather than the usual three) to ascertain histology within the timescale of the trial.
Definitions of HPV, CIN and cancer diagnosis at recruitment and follow-up
Round 1
The round 1 (entry) sample was defined as the first cytologically adequate sample after randomisation that gave a satisfactory HPV result by HC2.
Round 2
The round 2 (first routine follow-up) sample was defined as the first cytologically adequate sample taken between 30 and 48 months after the date of the round 1 sample. We do not employ the term ‘exit round’ because women are continuing to be followed up in a third round, 6 years following recruitment to the study. Alternative analyses of CIN2 and CIN3+ (see Table 15) included women with round 2 samples 26–54 months after round 1, in order to reduce the number of excluded lesions.
Abnormal sample
An abnormal sample was defined as borderline or worse cytology, and/or HPV detected by HC2 for women in the revealed arm. Cytology is categorised in Table 2. Cytology +ve is consistently used to mean abnormal cytology of any degree.
Follow-up of abnormal round 1 samples
We considered periods of 6 months (i.e. < 6, 6–11.9, 12–17.9, etc.) to define time of second sample for the analysis of viral persistence in women who were recalled following a round 1 sample that was cytologically abnormal or HPV +ve.
HPV typing and HC2 cut-off point
The main analysis for ARTISTIC was carried out using the recommended cut-off value of ≥ 1 relative light unit/mean control (RLU/Co). In a separate analysis, we present the result of screening tests in round 1 using three additional cut-off points for the HC2 assay (2, 4 and 10 RLU/Co).
CIN1, CIN2 and CIN3
CIN1, CIN2 and CIN3 are worsening grades of CIN in terms of the likelihood of cancer developing and reduced likelihood of spontaneous regression. CIN3+ included CIN3, carcinoma in situ, cervical glandular intraepithelial neoplasia (CGIN), adenocarcinoma in situ, microinvasive carcinoma, invasive squamous carcinoma and adenocarcinoma. Incomplete excision or ablation is sometimes followed by recurrence. Women were therefore censored at CIN3+, so any later CIN2 or CIN3+ was excluded. In analyses of CIN2 women were censored at CIN2, so any later CIN2 was excluded. One CIN3 in round 2 in a woman with CIN2 in round 1 was excluded in the initial analysis but included in the alternative analysis in Table 15.
Disease outcomes
CIN2, CIN2+ (CIN2 or worse) and CIN3+ (CIN3 or worse) in round 1 were defined as the worst histology within 30 months of an abnormal round 1 sample, as there was sometimes a long interval between the first abnormal sample and eventual referral for colposcopy and subsequent histology. CIN2, CIN2+ and CIN3+ in round 2 were defined as worst histology within 30 months of a cytologically abnormal round 2 sample. CIN and cancer diagnosed as a result of histology following HPV detection in a cytologically –ve round 2 sample were ignored in the primary analyses to provide consistency in comparing the revealed and concealed arms.
HPV results
HPV detection (HC2 +ve) includes the 13 high-risk human papillomavirus (HR-HPV) types detected by the HC2 test. Results on HR-HPV types are presented for HPV16 alone, HPV16 and/or HPV18 (HPV16/18), and HPV16 and/or HPV18 and/or HPV31 and/or HPV33 and/or HPV35 (HPV 5 HR types).
Persistent HPV infection
A woman was considered to have a persistent HPV infection justifying referral for colposcopy in the revealed arm if she had:
-
two consecutive HC2 +ve samples over a minimum of 12 months
-
two HC2 +ve/line blot assay +ve specifically for HPV16, HPV16/18 or HPV 5 HR types (as defined above).
Analyses of HPV persistence
These were based on detection of HPV in round 1 and in the second sample. Two different definitions were used for second HPV samples:
-
the first adequate sample after round 1
-
the round 2 sample.
Sample size
The age distribution of the ARTISTIC study population was weighted to give adequate expected numbers of abnormal round 1 samples in each of four age groups (20–29, 30–39, 40–49 and 50–64 years). The weighting for the numbers to be stratified on the basis of age is based on a previous large cohort study in Manchester. 32 In the previous study cervical samples were obtained from 61,570 women recruited between 1987 and 1993 with subsequent cytology for up to 6 years. This provided a reliable basis for estimating patient numbers for the ARTISTIC study. A larger number of older women were recruited in ARTISTIC to achieve adequate numbers of women with abnormal results and sufficient HPV +ve women in each age group. The overall proportion of high-grade abnormal samples in the study population would therefore be expected to be less than in the normal population (1.8%). The HPV revealed arm is three times as large as the HPV concealed arm because a large reduction in the proportion of high-grade lesions detected in round 2 was expected in cytology –ve/HPV +ve patients on the revealed arm, and this ratio was chosen to give high power to detect this difference.
Cytological outcomes
Assuming 10% loss to follow-up by the next screening round, the study had a power of 96% (2p < 0.05) to detect a reduction from 8% to 2% in the prevalence of high-grade CIN at 36 months among women initially HPV +ve but cytologically –ve. The study would also have 90% power to detect an overall reduction of 40% between the two arms in the incidence of high-grade cytology and high-grade CIN at 36 months. This assumes a 1% rate in round 1 of moderate/severe dyskaryosis in the concealed arm. For the subgroup of patients who have an abnormal result and who are HPV +ve, a comparison will be made between subjects randomised to the revealed and concealed arms for high-grade cytological abnormalities at the 36 months rescreen although differences in management are unlikely to affect outcome, and this comparison is of less interest. The study had 80% power to show an overall reduction of 25% between the two arms in the incidence of low-grade cytology.
Setting and Ethics Committee approval
The trial was approved by the North West Multicentre Research Ethics Committee to recruit women from the Greater Manchester area, including Manchester, Wigan & Leigh, Salford & Trafford, and Stockport Health Authorities (ref: 00/8/30). The trial was conducted in 127 primary care practices and all FPCs in the four Health Authority areas listed above. The numbers of women recruited in each Health Authority are listed in Table 4.
Practice and GP recruitment
In early 2001, comprehensive general practice lists were obtained from the patient data departments of the four Health Authorities. Information about the trial was sent to the senior partner at the surgeries along with an invitation to attend an evening seminar on how they could participate in the study. The seminar would also provide an update on cervical screening. An event was arranged in each of the areas. Contact was made with screening co-ordinators within Manchester where links already existed. They suggested that due to the nature of cervical screening it may be more appropriate to target practice nurses to gain support for the study.
A series of meetings was arranged which coincided with the decision to employ LBC as the technique for taking samples, so we were able to promote the meetings as an opportunity to be trained and gain experience in this new technique. The event was Continuing Professional Development accredited. Marie Curie Cancer Care supported the initial LBC/ARTISTIC trial training sessions which had over 100 attendees from general practices, FPCs and colposcopy units. Further training was hosted by Practice Nurse forums and later cascaded to new staff either by those who had been on the Marie Curie Cancer Care-supported course or by research nurses on the trial.
Participation in the trial by practices was straightforward. Detailed information about the trial and a consent form were included in recall invitations sent out to women by Health Authority screening staff. Additional copies of paperwork were also sent out to practices. Women were given information about HPV with their invitation for screening, backed up if necessary with information by the sample taker. Once signed consent to take part in the trial was obtained, a cervical sample was taken according to NHSCSP guidance33 and sent to either Stepping Hill Hospital cytology laboratory or MCC based at Central Manchester Health-care Trust (depending on where the woman was recruited), and then to the MRI Virology Department for HPV testing. A cytology request form and the completed patient consent form accompanied the cervical samples when they were sent for processing.
Regular meetings were held across all four Health Authorities throughout the 2-year recruitment phase keeping practices updated with recruitment figures and details of how the trial was progressing. GPs and FPCs received regular newsletters (3- to 6-monthly) with frequently asked questions, recruitment statistics, protocol reminders and trial updates.
Service support costs
The GPs and FPCs were given a reimbursement amounting to £10 for each woman recruited into the trial. Invoices were sent to the trial office on a 6-monthly basis. The target for the under-30 age group was reached more quickly than for the older age groups, therefore practices were asked to target recruitment of women aged 50–64 years. The recruitment reimbursement was increased from £10 to £15 in this age group and ceased for women under 30 years old.
Reimbursements also included postage and stationery (envelopes, paper, printing and photocopying) used to maintain contact with both women and sample takers.
Links with local screening co-ordinators
Regular meetings were held with screening co-ordinators in order to establish the trial. Local screening co-ordinators in Salford & Trafford and Manchester were involved in altering the recall dates for those women in the ARTISTIC study under 50 years of age and under routine recall from 5 years to 3 years, as the standard screening interval in these Health Authorities was still 5-yearly. This brought their recall in line with the trial protocol. Lists of women were sent to the co-ordinators who adjusted the date of recall to make it compatible with the study recall date so that women would receive their invitation letter from the trial office and the Health Authority at the same time, and subsequently be more likely to comply with the 3-year screening protocol. Permission was not given to bring forward the recall date for women over 50 years old, although the women did receive a 3-year invitation letter from the trial office.
Recruitment, consent and randomisation procedures
The study population was screened in over 127 general practices and FPCs which had agreed to participate in the trial. Of those women who were able to access the trial, and were offered the opportunity to participate, fewer than 5% refused.
All women consented to randomisation and separately, to storage of samples for further research. Women were assigned a unique trial number for identification purposes on the main Access 2000 trial and HPV databases. A consent form and a trial information sheet were produced for the study (see Appendices 4 and 5 respectively).
Allocation of women to HPV test revealed or HPV test concealed was in the ratio 3 : 1. Simple randomisation was used because blocking or minimisation is unnecessary to maintain balance in a large sample. For reasons of cost it was not feasible to use an independent randomisation service. Instead, randomisation was carried out by a research assistant independent of the study using a list prepared by one of the trial statisticians. Allocation was concealed from the practice nurse recruiting women into the study because allocation was made when the trial consent forms arrived at the trial centre. To achieve the desired age distribution the minimum age was increased from 20 to 30 when the recruitment target for women aged 20–29 had been reached, then to 40 when there were enough aged 30–39, and so on. Randomisation status of the women was concealed from the staff at the Cytology and Virology Laboratories.
Logistics of cytology and HPV testing
Figure 3 represents the pathway of the sample after its collection in primary care. At the outset of the trial there was no central transport or internal postal system that could deal with the sheer volume of written material involved in the study. Information sheets and consent forms had to be delivered by car by trial staff to practices and Health Authorities.
The introduction of LBC also led to transport issues; conventional samples could be routinely posted, but existing systems did not support the transportation of LBC samples. HPV testing was undertaken centrally at the MRI Virology Department. Cervical samples taken were read at the MCC and Stepping Hill Cytology Laboratory in Stockport. LBC samples had to be couriered from GP surgeries to either MCC or Stepping Hill Hospital. The samples from Stepping Hill Hospital were couriered to MCC for the slides to be prepared, then back to Stepping Hill for reading. All vials were retained at MCC and taken in batches to the MRI virology laboratory for HPV testing because it was on the same site.
Protocol amendments
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Following a complaint on behalf of a trial participant’s partner midway through round 1, it was determined by the Ethics Committee that all women should be given at least 24 hours between receiving information regarding the trial and giving consent to participate, and the information leaflet was amended to be more explicit about HPV being sexually transmitted.
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GPs were asked to flag the records of women who defaulted HPV testing at 12 months to provide opportunistic encouragement to undergo repeat HPV testing.
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Women with borderline cytology were referred for colposcopy after two not three borderline results in round 2 of the trial to avoid undue delay in diagnosis.
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Ethical approval was granted to flag women participating in ARTISTIC in the NHS central register for automatic notification of incident cancers and death.
Since the ARTISTIC trial was implemented, there have been several national and local changes to the NHSCSP which have had an impact on the trial.
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At the time the trial began in 2001, NHSCSP guidelines recommended that women aged 20 to 64 should participate in cervical cancer screening every 3–5 years. In 2003, national guidelines were changed so that those women under 25 were no longer invited to attend cervical screening. Population-based data on the natural history of CIN in women screened in the English programme aged less than 25 years will therefore no longer be available. The ARTISTIC trial will provide data on long-term outcomes following HPV infection and CIN in 2575 women aged 20–24 years at recruitment.
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The roll-out of LBC to all General Practices and FPCs in the Greater Manchester region, and nationally, had two impacts on the trial. First, when the trial began the only practices and FPCs using LBC were those participating in the trial. This made it easy to identify which samples were in the trial and should therefore be HPV tested. LBC was more or less fully rolled-out in Greater Manchester by October 2005, which meant that the number of samples which could not be HPV tested as they had been mistakenly collected in ‘conventional’ cytology decreased dramatically, but it became more difficult to distinguish ‘ARTISTIC’ samples at the laboratories. To facilitate this process, letters were written to all surgeries to remind sample takers to flag the cytology request form as ‘ARTISTIC’, with lists of women recruited from their surgery. The roll-out of LBC to non-ARTISTIC practices also enabled samples from non-ARTISTIC practices to be HPV tested, for example, if a woman changed her GP or moved to a different Health Authority. In some cases we were able to perform HPV tests on samples from women who had moved out of the Greater Manchester area completely by asking the practice nurse to notify the local cytology laboratory to forward the sample to the Manchester Virology Laboratory. The roll-out of LBC also led to a number of samples being taken in SurePath medium, rather than ThinPrep.
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Referral to colposcopy after one mildly dyskaryotic cytology result instead of two began in Manchester, Salford & Trafford and Wigan & Leigh in January 2005. Stockport, however, continued to refer to colposcopy only after two results showing mild dyskaryosis.
Clinical samples
Cervical samples were collected using the Rovers® Cervex-brush® cervical sampler (Rovers Medical Devices). The sample was taken using the recommendation of the manufacturers of the ThinPrep system.
Cervical cell samples collected in ThinPrep and any in SurePath medium were transported at ambient temperature and stored at room temperature before being tested for HPV within 21 days. Transportation of the cervical cell samples complied with national regulations for the transport of pathological material.
Receipt of LBC samples in the virology laboratory
On receipt of samples in the virology laboratory, the sample vial and request form demographics were checked before labelling vials and request forms with a unique bar-coded identification number. All information was then manually added to an Access 2000 database.
Polymerase chain reaction conditions and protocols
For all polymerase chain reaction (PCR) protocols performed, the risk of cross-contamination was minimised by the use of a DNA-free room for preparation of PCR master mix and an extraction room for the extraction of DNA and for the addition of DNA to the master mix. Post-PCR analysis was carried out in a further separate room. Pipette tips with cotton plugs were used at all times and controls were added to each PCR run to ensure no contamination had occurred. Disposable gloves were worn and changed frequently. Laboratory coats were dedicated for use in specific rooms. Laboratory benches were cleaned following local guidelines.
Sample processing for the QIAGEN Hybrid Capture® 2 test
ThinPrep LBC samples
To ensure suitability for the HC2 test ThinPrep LBC samples were first processed using the HC2 Sample Conversion Kit according to the manufacturer’s instructions. Any sample containing less than 4 ml of residue (from the original 20 ml) after the cytology slide was made was discarded because of insufficient volume. Following this initial treatment the sample was denatured to render any nucleic acid single stranded. Denatured samples were stored at – 30°C for a maximum of 7 days before testing by the HC2 test.
SurePath LBC samples
After a cell enrichment process to prepare the cytology slides, the cell-enriched vial and the residual of the original SurePath material were pooled before processing the sample. Any sample containing less than 3 ml was discarded because of insufficient volume. Samples were processed using the HC2 Sample Conversion Kit according to the manufacturer’s instructions. Denatured samples were stored at – 30°C for a maximum of 7 days before testing by the HC2 assay.
Preparation of samples for archival storage
Cells from a further 4 ml of the ThinPrep LBC samples and 3 ml of the SurePath LBC samples (depending on sufficient residual material) were centrifuged and the supernatant was decanted. The pellets were resuspended in 800 µl phosphate-buffered saline and transferred to 2 ml vials for storage at – 70°C before DNA extraction and subsequent HPV testing.
DNA extraction of storage samples
The DNA extraction for PCR-based assays was carried out using the Roche MagNA Pure automated system. Storage samples were thawed and 50 µl was added to a 32-sample well MagNA Pure tray. HPV16 +ve and –ve controls were included on each run. Nucleic acid from each sample was extracted using the automated MagNA Pure LC instrument (Roche Molecular Systems) in conjunction with the Total Nucleic Acid Extraction Kit (Roche MagNA Pure nucleic acid variable volume protocol). The purified total nucleic acid was eluted with a low-salt buffer to a final volume of 100 µl, which was transferred to a 2-ml vial for storage at – 70°C.
High-risk HPV screening using the QIAGEN Hybrid Capture 2 test
Principle of assay
The QIAGEN HR-HPV DNA test uses HC2 technology which is a nucleic acid microplate hybridisation assay relying on signal amplification and detection of chemiluminescence. Following hybridisation with a probe containing complementary RNA sequences to 13 well recognised HR-HPV genotypes (HPV types 16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59 and 68) the resultant RNA/DNA hybrid is captured onto the surface of a microtitre plate coated with antibodies specific for RNA/DNA hybrids. Immobilised hybrids are then reacted with alkaline-phosphatase-conjugated antibodies specific for RNA/DNA hybrids and detected with a chemiluminescent substrate which is cleaved by the action of alkaline phosphatase to produce light. The intensity of light emission denotes the presence or absence of target DNA in the sample.
Detection of HPV DNA using Hybrid Capture 2 test
Stored denatured LBC samples were equilibrated to room temperature before HR-HPV DNA detection using the QIAGEN HC2 assay according to the manufacturer’s instructions. To ensure the most economical usage of kits only full microtitre plates (88 samples plus eight controls) were run. Results were read and calculated on the Digene Microplate Luminometer 2000 (DML 2000™) instrument using the HC2 software at the recommended RLU/Co ratio of ≥ 1.0. Those performing the HPV tests were blind to the corresponding cytology results. The HC2 testing was conducted by two experienced virology staff and they participated in an external quality assurance exercise.
High-risk HPV screening using the Roche AMPLICOR Microwell Plate Assay
During the ARTISTIC trial the opportunity arose to compare the HC2 test with the AMPLICOR test (Roche). There was a possibility that AMPLICOR would be more sensitive than the HC2 test and so there was a need to assess whether this might provide any clinical benefit. A comparison between HC2 and AMPLICOR was undertaken to determine whether one or the other test had greater utility in the setting of borderline cytology where the greatest need for effective triage exists. The AMPLICOR testing was performed on archived samples for which women had consented to further testing. None of the AMPLICOR results were acted on clinically. The original LBC samples had been spun down and resuspended in phosphate-buffered saline and stored at – 70°C. Thawed samples were tested for β-globin as a test of DNA integrity. The results of the comparison between the tests is shown in Appendix 6, Tables 64 and 65.
The AMPLICOR test was also assessed in a real-time comparison with HC2 on the residual material from a group of 5020 ARTISTIC women during round 2 whose LBC specimen had been used for cytology and HC2. The results of this are also shown in Appendix 6, Tables 66 and 67.
Principle of AMPLICOR assay
The AMPLICOR test differs from the HC2 test by requiring a PCR step which simultaneously amplifies HPV target DNA and β-globin DNA. Amplification of HPV is dependent on a pool of biotinylated primers specific for the same 13 HR-HPV types detected by the HC2 test. Following amplification, the amplicon is denatured before being captured onto the surface of a microwell plate coated with either a pool of oligonucleotides specific for the 13 HR-HPV types or for the β-globin gene. The presence of immobilised amplicon is then detected by the addition of a streptavidin–horseradish peroxidase (SA-HRP) conjugate followed by a tetramethylbenzidene (TMB) conjugate. Any bound SA-HRP oxidises the TMB to form a coloured complex, the optical density (OD) of which can be read on an automated microwell plate reader.
Detection of high-risk HPV using the Roche AMPLICOR assay
The HPV DNA was amplified from a 50-µl volume of extracted sample DNA using the Roche AMPLICOR HPV amplification mix according to the manufacturer’s protocol. After amplification and subsequent denaturation amplified HPV and β-globin product were detected according to the manufacturer’s protocol. Samples were deemed positive if the HPV OD was ≥ 0.2 whereas samples giving an HPV OD < 0.2 and a positive β-globin signal were considered negative. Those samples giving a negative HPV signal and a negative β-globin signal were considered inhibitory or unsuitable for PCR.
HPV genotyping by prototype line blot assay
PCR amplification
The prototype line blot assay (LBA) used biotinylated PGMY primers34 to target HPV-specific nucleotide sequences within the polymorphic L1 region of the HPV genome. A pool of primers was used to amplify DNA from 37 mucogenital HPV types. 35 In addition, primers that target a portion of the human β-globin gene were incorporated into the PCR mix to coamplify this gene, which acts as a control for sample adequacy. Following amplification under standard PCR conditions the product was denatured to render it single stranded before performing the detection stage.
PCR product detection
Denatured PCR product was added to wells containing hybridisation buffer and the line blot typing strips, which are precoated with specific HPV and β-globin probe lines. The biotin-labelled amplicon will only hybridise to those probe lines containing matching sequences. Following the hybridisation reaction the typing strip was washed stringently to remove any unbound material before the addition of SA-HRP, which binds to the biotinylated amplicon. After further washing a substrate solution containing TMB was added to each strip. Any bound SA-HRP catalyses the oxidation of TMB to form a blue complex which precipitates at the probe positions where hybridisation has occurred. The genotyping strip was then read visually by comparing the pattern of blue lines to the Line Blot reference guide.
HPV genotyping using the Roche Linear Array Assay
The Linear Array (LA) assay (Roche) is the improved commercialised version of the LBA used throughout this work. With minor modifications this assay is essentially similar to the LBA. A comparison between the LA and the LBA was carried out using samples that tested HC2-positive and/or AMPLICOR-positive within the group of 5020 ARTISTIC women during round 2. All linear array assays were carried out according to the manufacturer’s instructions. The results of the comparison between the tests are shown in Appendix 6, Figure 19.
Changes to HPV testing protocol
Certain changes in technology and various practical considerations necessitated a number of variations from the original protocol regarding the virological testing of samples.
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All HC2-positive samples have been retested using the Roche prototype LBA rather than using an in-house GP5+/6+ consensus primer system.
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As a result of the unexpectedly high prevalence of HPV in the study population and the subsequent increased cost and time pressures in genotyping all positive samples, it has not been possible to test 10% of the HC2 –ve/cytology –ve samples using a consensus primer PCR-based assay.
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Inter-laboratory testing over the whole of the 5-year study was not possible because of the paucity of suitable collaborating laboratories. We did, however, participate in the 12-month external quality assurance scheme operated by Professor Heather Cubie to monitor the performance of the LBC/HPV pilot sites. 36 No quality problems were identified by this scheme. At all other times continued quality was monitored by the use of internal kit controls.
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Analysis of samples taken from cases of women with CIN3+ who were HPV –ve has been undertaken by the use of the Roche LBA.
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The HC2 assay is designed to detect integrated as well as episomal HPV sequences, therefore it was considered unlikely that investigation of these CIN2+ HC2 –ve cases using 14 type-specific primer pairs targeting the E7 open reading frame would prove productive.
Procedure for data collection
As women were flagged in both cytology laboratories participating in the trial (MRI and Stepping Hill, Stockport), a summary report containing NHS numbers as identifiers and cytology and histology results was sent every 3 months to the epidemiology/statistics office at the London School of Hygiene and Tropical Medicine (LSHTM), where these data were collated using NHS numbers and those coming from the HPV testing laboratory and the central ARTISTIC trial office using trial identification numbers. The final database contained trial numbers, NHS numbers, dates of birth and randomisation as personal identifiers, as well as, cytology, HPV testing and histology sample numbers with corresponding date of collection and results. These data were kept in a stata,37 file which was later used for analysis. Sources of information used in the trial are summarised in Figure 4.
Development of the database
Data were recorded using Microsoft Access 2000. 38 Participants were identified on the database by a unique trial number (1–25078). This was verified by a 10-digit NHS number. Participants’ demographic information (date of birth, address, first, last and previous names, comments, registered GP details, clinic/practice venue) and all cytology, HPV results and sample dates were recorded.
The Virology Laboratory kept a separate Microsoft Access 2000 database of samples that were flagged for HPV testing as part of the trial. The virology database detailed the woman’s trial number, laboratory identification number, name, date of birth, NHS number and HPV result. Any samples which came to the virology laboratory from the cytology laboratories in the ARTISTIC study for HPV testing that were not recognised as being part of the trial were included in a separate table of unidentified women, this helped to avoid samples being lost as a result of errors in information recorded on the cytology request form, such as the wrong date of birth, or a change of surname. This database was passed on to the trial office on a regular basis to link copies of flagged cytology reports with HPV results, and enter this information on the main trial database.
Recording data/colposcopy data
On receipt of a consent form, demographic details were entered on the trial database and women were assigned trial numbers consecutively as their details were entered on the database. Copies of flagged cytology results were collected on a regular basis and matched to the woman’s record on the database by performing a search on the ‘date of birth’ or ‘NHS number’ variable. Demographic details were updated if those on the cytology form differed from those on the database, after verification using NHS Open Exeter or by contacting the surgery.
The trial office received copies of correspondence from colposcopy clinics in Greater Manchester relating to colposcopy appointments, these were entered on the database in a subform, detailing the hospital, cytology and HPV result, biopsy result, treatment and the results of any follow-up tests as appropriate.
An audit of the colposcopy data was carried out to ensure that records were complete. The trial co-ordinator obtained an honorary research contract to access patient files at the colposcopy clinics, to confirm the number of attendances and events.
‘Missing’ data
By comparing data gathered in the central ARTISTIC trial office and at the LSHTM, some screening results were discovered to be missing in either database. The trial co-ordinator carried out a manual search using NHS Open Exeter to complete these missing screening records.
All women in the trial have been flagged on the NHS central cancer registry for cancer incidence and mortality, to obtain complete information in the long-term for missing data of which we are currently unaware.
Statistical analysis
Statistical plan
Statistical analysis of the primary outcome, CIN3+ detected in the screening round 2, was based on a test of proportions with confidence intervals of the difference. An intention-to-treat estimate of the effect of the intervention was determined using numbers randomised as the denominator. This assumes that all subjects without a follow-up screen are negative for CIN2/3+, and may be thought of as a measure of effectiveness of screening. An efficacy estimate was obtained by using the numbers screened in round 2 as the denominator. An efficacy estimate across both screening rounds was estimated by combining the estimate of the proportion of CIN3+ or CIN2+ for round 1 with the efficacy estimate for round 2.
Inclusion criteria: women were included if they:
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were aged 20–64 years attending the NHS screening programme in Greater Manchester (Manchester, Salford & Trafford, Stockport and Wigan)
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had an adequate round 1 sample defined as the first sample after randomisation that was cytologically adequate and gave a satisfactory HPV result by HC2.
Women were invited for their next routine LBC test 3 years after round 1 (round 2), but there was considerable variation in the actual interval. Women with no cytology result in the 30- to 48-month interval were initially excluded from analyses of results in round 2. A further analysis using a round 2 interval of between 26 and 54 months allowed fewer exclusions of second-screening round lesions.
The analysis of treatment policy was based on intention to treat. Women were therefore classified as HPV test revealed or HPV test concealed according to random allocation, irrespective of management. The primary outcome, i.e. the outcome of paramount importance was CIN3+ identified in round 2. Although CIN2+ represents the lesions that are treated, CIN3+ is widely accepted as the true cancer precursor and is the prime target for screening.
Economic analysis
Introduction
The main objective of the economic evaluation alongside the ARTISTIC trial was to assess the cost-effectiveness of HPV testing in addition to LBC when compared with a cervical screening programme using LBC only. Secondary objectives included subgroup analyses to identify characteristics of screened women that render HPV testing more cost-effective than if HPV testing were applied to all women. Further scenarios were developed and modelled to explore the cost-effectiveness of alternative approaches to the use of HPV testing within the NHSCSP.
Measuring costs
The cost analysis was carried out from the NHS and personal social services perspective. All costs refer to 2006. The trial data capture methods recorded cost-generating events incurred by women from the point of recruitment to their end point in the study. The key cost-generating events according to the protocol were:
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cervical screening at recruitment and 36 months for all women, and, selectively, repeat screening at 6, 12 and 24 months
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colposcopic examinations, biopsies and treatments for CIN
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histopathology analysis of biopsied material
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gynaecological treatments for severe CIN or cervical cancer.
Unit costs were estimated for these cost-generating events and attributed to the women experiencing the events in order to estimate total costs. Unit costs were derived from observational studies, most undertaken specifically for ARTISTIC, and existing tariffs and contracts, and from published sources. 39 Staff costs reflected the new pay system for NHS staff. 40
The NHSCSP operates a comprehensive failsafe system to minimise the risk of women failing to be screened or managed appropriately. Within local cervical screening programmes (CSPs), the Exeter call/recall computer system generates letters reminding non-responders to attend for routine smears, and letters for women with abnormal smear results who have defaulted or who have had an inadequate smear result. Cytology laboratories have their own failsafe systems for checking that an appropriate referral has been made for women whose test result requires investigation by colposcopy (especially test results of severe dyskaryosis indicative of invasive cancer or glandular neoplasia that must be referred urgently). Failsafe arrangements in colposcopy clinics issue reminder letters to women who default from appointments and notification letters to their GP or other responsible clinician. However, costs were not prepared for the different components of this integrated system.
Cervical screening costs
General practice/community clinic costs
The unit cost for obtaining a cervical sample using the LBC technique covered the time for taking the sample by a doctor or nurse, the cost of the materials and transportation of the vial containing the sample to a cytology laboratory. Evidence from the primary care surveys undertaken in the English pilot study of LBC use41 was used to derive the staff time required for taking an LBC cervical sample.
Cytology laboratory costs
The unit cost of an LBC cytology test covered: the costs of ThinPrep materials (equipment and consumables) for processing the LBC sample; staff time for processing the sample and staff time for reading the slide.
When deriving unit costs for the LBC processors and associated consumables, estimates were based on an assumption that the ThinPrep LBC technology had been introduced throughout the NHSCSP. The NHSCSP is co-ordinated through a system of regional Quality Assurance Reference Centres (QARCs), which cover a number of subregions. Cytology laboratories are situated in acute hospitals located in towns and cities across the regions. In 2004–5 there were nine QARCs with 28 subregions and 140 cytology laboratories, of which 117 (84%) had an annual workload of 40,000 slides or less. The total workload was 4.02 million slides. 42
HOLOGIC manufactures two types of ThinPrep machines for processing cervical samples and producing slides: the T2000 machine and the T3000 machine. The optimum capacity per year is around 60,000 for a T3000, and 40,000 samples for a T2000, which is less automated. Activities associated with the processing machines are normally performed by medical laboratory assistants. The Central Manchester Laboratory, where the ARTISTIC samples were processed, had both a T3000 machine and a T2000 machine. The T3000 machine was used for the majority of trial samples.
A model was developed to identify the optimal laboratory configurations for installing T2000 and T3000 machines within QARCs, taking account of equipment contracts, labour costs for operating the machines (mid-scale salary of a medical laboratory assistant), and any transport costs between laboratories should centralisation of processing activities occur. Yearly contract prices for leasing T3000 and T2000 machines (inclusive of consumables) and staff costs for operating the machines were entered in the model, and mileage allowances for distances within groups of laboratories to cover the spoke-to-hub transfer of vials, and the hub-to-spoke transfer of slides were included. 43 As the NHS contract price structure was supplied in confidence, costs could not be reported in disaggregated form. The main parameters of the model that determined the total annual cost for England in 2005–6 were: duration of contract, number of T2000 processors and number of T3000 processors. Labour costs for medical laboratory assistants were adjusted according to the type of processors installed and annual workload.
To estimate the durations of time required for reading and reporting LBC slides, self-timing surveys were undertaken by cytoscreeners, including medical staff, in the two laboratories. 44 During 2001, 10 staff members in the Manchester laboratory and four in the Stockport laboratory were trained to read LBC slides: they included five cytoscreeners, five biomedical scientists and four senior doctors (cytopathologists). These staff participated in three timings surveys during 2001–2, when they recorded the time taken for examining and reporting individual slides. Staff who operated the ThinPrep processing machine also filled in survey forms, and observational fieldwork was carried out. Costings for the Thin Prep resources were obtained from the laboratories and the equipment supplier.
HPV testing costs
After the LBC samples were processed for cytology, vials were sent almost daily in batches of up to 50 to the Department of Virology in the MRI, where the QIAGEN HC2 primary screening technology had been acquired for the trial. Analysis of the samples was a multistage process requiring the input of a laboratory technician at various stages. A self-timing survey was carried out by the technician midway through the recruitment period. The manufacturer supplied costs for the HC2 testing kits according to various assumptions over usage levels, and the Virology Department provided other associated costs (consumables, staff costs).
Colposcopy costs
To inform the process of attributing unit costs to the colposcopic management of women, timing surveys were carried out in four hospital colposcopy clinics participating in the ARTISTIC trial and in a clinic in the North East region. The surveys identified four types of attendances with differing mean durations: diagnostic colposcopy with a biopsy taken (usually punch biopsies); colposcopic treatment [usually large loop excision of the transformation zone (LLETZ)]; surveillance colposcopy with, or without, a cervical sample; and a cervical sample only. The cervical samples were frequently taken using the SurePath LBC technique. Unit costs for the different types of attendances in the ARTISTIC colposcopy dataset were derived from unit costs supplied by the finance departments of two NHS Trusts in Greater Manchester that administered colposcopy clinics, and from published costs for SurePath cytology.
Biopsied samples of cervical tissue were examined in the histopathology laboratories of the hospitals where the colposcopy clinics were located. Observational fieldwork confirmed that punch biopsy samples were processed and reported on more quickly than larger samples of excised tissue resulting from a LLETZ or cone biopsy. Histology laboratory costs were also supplied by the two NHS Trusts.
Gynaecological treatments
Day case or 24-hour admissions for a cervical procedure performed under general anaesthetic (such as a cone biopsy), and inpatient admissions for hysterectomies were identified in the ARTISTIC colposcopy dataset. NHS tariffs were applied to these admissions.
Measuring health benefits
The purpose of ARTISTIC’s TTO postal survey was to provide women’s valuations of health states following cervical screening involving HPV testing. The health states (i.e. scenarios) corresponded to the states in the Markov model intended to establish cost-effectiveness. The valuations would be used to generate QALYs for cost–utility analyses of cervical screening programmes. Research ethics approval was obtained. Questionnaires were sent to almost 1600 ARTISTIC women whose cytology and HPV results were –ve in both round 1 and round 2 of the trial, and more than half of the questionnaires were completed.
Utility scores were generated for five health states, but they were not incorporated in a Markov model as originally intended, because of the similarity in the clinical results for two arms of the trial. It is for this reason that an account of the TTO survey is not presented in this report, but more information is available at http://brunel.ac.uk/about/acad/herg.
Synthesis of costs and benefits
Observed within-trial cost-effectiveness
We proposed to analyse and compare the costs for the two trial arms according to the protocol [scenario 1]:
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the first round alone (that is, over 30 months from recruitment)
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the full trial (that is, rounds 1 and 2 combined covering 48 months from recruitment)
on an ‘intention to treat’ basis according to randomisation.
Alternative configurations of the national screening programme
As one of the purposes of the trial was to inform the NHSCSP of the potential roles that could be adopted for HPV testing, three alternative scenarios for introducing HPV testing alongside cytological screening would be explored in the cost analyses:
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primary screening with LBC, followed by HPV testing as a triage for women with a borderline or mild dykaryosis report; the original LBC sample would be used for HPV testing. [scenario 2]
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primary screening with an HPV test followed by LBC as a triage for women with an HPV +ve result [scenario 3a]; the initial sample for HPV testing would be taken with a dedicated HPV cervical sampler developed by QIAGEN and women would return to their GP or FPC to have a second cytology sample taken with an LBC cervical sampler
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primary screening with an HPV test, followed by LBC as a triage for women with a +ve test result [scenario 3b]; the cytological examination would be performed on the original sample, which was taken with an LBC cervical sampler.
The management of those women who are triaged in these scenarios would be in accordance with the protocol for an evaluation for the implementation of HPV testing in NHS sentinel sites and from expert opinion. The reason for considering two variations of the third scenario is that commercially there are different types of cervical samplers available, in particular, the LBC sampler used in the trial (provided by ThinPrep) and a sampler developed by QIAGEN specifically for HPV testing. The QIAGEN sampler could be advantageous in screening programmes where high volumes of HPV tests are performed, because the medium in the vials would not have to be ‘denatured’ before being analysed (scenario 3a). Those women triaged for cytological analysis would, however, need to be resampled using an LBC cervical sampler.
Modelling beyond the trial end point
Although there was an intention in the trial protocol, which was originally developed in 1998–99, to undertake Markov modelling beyond the end point of the trial to determine the impact that HPV testing could have on life-years gained, the feasibility of completing the modelling for this report depended upon the clinical results, and in particular, the performance of HPV testing in identifying additional cases of CIN2 or CIN3+. For the clinical analyses presented in this report, 54 months is the maximum duration of follow-up for women recruited in the trial, but many women had not yet been followed up for this length of time. Moreover, the emerging clinical results for round 2 indicated an unexpectedly low incidence of high-grade pathology. As the trial progresses through a third round of screening, that is 72 months after recruitment, the observed incidence rates of CIN2+ for the two screening techniques (LBC versus HPV testing) should be sufficiently reliable for modelling purposes.
A range of sensitivity analyses were carried out to explore the effects of key variables on the overall cost results, such as HPV test cut-off levels, unit costs for the colposcopy-related events and LBC inadequate rates for the NHSCSP.
Protocol amendments
TTO survey methods
It was originally intended that interviews for the TTO survey would be conducted with a sample of 200 women aged 20–64 years from outside the trial, and who were invited for cervical screening. This proposal was reassessed in year 4 following the publication of a systematic review of TTO methodologies,45,46 which indicated that: a large population sample was needed to enable stratification, because demographic characteristics tend to influence TTO results; and the survey should cover women who were already familiar with HPV testing to minimise the likelihood of the respondents becoming ‘zero-traders’ (unwilling to trade years of life in exchange for improvements in health). Consequently, women in the ARTISTIC trial became the sample population for a large-scale postal survey.
Implementation of LBC in primary care screening
National policy developments between 2000 and 2003 over the use of LBC in cervical screening affected the fieldwork programme for measuring costs outlined in the original protocol. The National Institute for Clinical Excellence (NICE), after considering reports from three national pilots of LBC implementation,41,47,48 and a systematic review49 advised in October 2003, that LBC techniques be introduced across the cervical screening programmes for England and Wales. 11 Implementation of the guidance was mandatory, and a timescale of 5 years was set to complete the retraining of laboratory staff involved with cervical cytology and primary care sample takers, and the installation of equipment in laboratories. Rationalisation of pathology services and some centralisation of LBC processing was anticipated. 11
Observational fieldwork in general practices to assess the impact of screening women for HPV testing was not carried out because, by adopting the LBC method, only a single cervical sample was needed from which material for HPV testing could be extracted. Moreover, in a postal survey of LBC-trained sample takers in 120 practices involved in the English LBC pilot study, 82% of respondents felt that the consultation time when taking samples with LBC was no different or slightly quicker when compared with conventional smears. 50
National postal surveys of virology, cytology and histology laboratories to assess the generalisability of costs derived from local fieldwork were not carried out because laboratory services were being reconfigured in response to the NICE guidance on adopting LBC and the wider national policy for modernising pathology services. 51 However, national data on cytology and virology laboratories were available through framework contracts signed by the supply chain (Purchasing and Supply Agency) and from the NHS Cancer Screening Programme’s databases relating to the conversion to LBC.
Finally, in 2004, the NHSCSP issued revised guidelines52 on referral to colposcopy after one mildly dyskaryotic sample – the guidance previously advised referral after two samples. To assess the impact of the referral guidance, a questionnaire on the management of women and clinic appointment strategies was circulated to all 178 colposcopy services in England under the auspices of the British Society for Colposcopy and Cervical Pathology and the NHSCSP. 53 In view of these activities, a national survey for the ARTISTIC trial was not carried out.
Psychological analysis
Samples of consecutive women aged 20–64 years with negative or mildly abnormal cytology who had been recruited into the trial were sent a booklet of questionnaires by post approximately 2 weeks after they had received the results of their baseline cytology. Women in the revealed arm received the results of their HPV test with their baseline cytology result, and women in the concealed arm were informed only of the cytology result. Two information leaflets were distributed to women who were eligible to enter the study, which outlined the purpose of the study and provided specific information regarding HPV. The leaflets explained that HPV infection was relatively common in women including the statement ‘Up to 70% of women have this infection in their cervix at some point in their life but in most cases this clears itself up.’ Helpline telephone numbers were available for women who required further information before or during the study.
Questionnaire measures
The General Health Questionnaire (GHQ-28)54 measures generalised psychological distress ‘over the past few weeks’. A cut-off score GHQ ≥ 4 was employed to estimate the numbers of probable cases of affective disorder in the sample.
The Spielberger State–Trait Anxiety Inventory (STAI)55 assesses two domains: state anxiety levels ‘right now, that is, at this moment’ (STATE) and trait anxiety ‘how you generally feel’ (TRAIT). GHQ and STAI higher mean scores indicate greater levels of general psychological distress and state and trait anxiety respectively.
The Sexual Rating Scale (SRS)56 determines sexual satisfaction with the woman’s current partner, and the participants were instructed to complete the SRS only ‘if they had a current partner’. These are rescaled as percentage scores (0–100%) generated from the SRS data, with higher scores indicating greater levels of sexual satisfaction in their current relationship.
Initially, the questionnaire data were collected in face-to-face interviews (n = 106) but postal delivery was subsequently adopted by the investigators because of time and economic costs. Non-responders were posted repeat questionnaires approximately 2 weeks after the initial mailing, and women who returned all four questionnaires completely blank were coded as non-responders. Those participants who completed at least one of the four questionnaires were classified as responders.
Statistical methods
Sample size and sampling
The primary comparison specified in the study protocol was of GHQ caseness between the HPV revealed and the HPV concealed arms for women who were HPV +ve but cytology –ve. Therefore the baseline for calculating power is the GHQ caseness rate in the general population, among whom the prevalence of such psychiatric morbidity (GHQ ≥ 5) varies from 4% to 11% with an average of about 7%. 25 Comparison was made between subjects who are HPV +ve (revealed)/cytology –ve and HPV +ve/cytology –ve in the concealed arm for GHQ caseness. Because of the smaller cohort in the concealed arm, we would need to use unequal sampling to obtain sufficient numbers. Using a 1 : 2 sampling ratio would require 470 completed responses in the revealed arm and 235 in the concealed arm, and the study would have 80% power to detect a difference of 7% versus 14% in the numbers of GHQ cases (GHQ ≥ 4) with a two-sided 5% significance level. The planned sample size of the main ARTISTIC trial was very much larger; therefore, stratified sampling was used with sampling fractions differing according to baseline HPV status, baseline cytology and allocation group. This ensured that actual numbers sampled in each arm were approximately in proportion to the randomisation ratio.
The same comparison between HPV –ve and HPV +ve was also made among women in the revealed arm who had negative cytology. Comparing a sample of 470 in the HPV –ve (revealed)/cytology –ve group against the 470 women in the HPV +ve/cytology –ve group would give a power of 93% to detect the difference between 7% and 14%.
For subjects with mild dyskaryosis/borderline cytology the same two comparisons made would be: (1) between all affected subjects in the concealed arm and those in the revealed arm who are HPV +ve and (2) between those who are revealed as HPV +ve as compared with those who are HPV –ve.
Early data from a patient choice trial27 detected a GHQ-28 caseness rate of over 20% in women who present with recurrent mildly dyskaryotic/borderline cytology. With 200 subjects in each of these three groups the study will have a power of 89% to detect a difference between 25% and 40% in caseness with a 0.05 two-sided significance level.
Statistical analysis
The primary statistical analysis was a logistic regression model for GHQ caseness including covariates for the intervention group, initial screening test results and age decade. Secondary analysis compared the questionnaire scores using analysis of covariance with the same covariates. Analyses were carried out using the statistical package stata,37 weighting data by the sampling fraction from the main trial in which this study is nested. GHQ and STAI-STATE measures were positively skewed, so for these measures, confidence intervals based on the non-parametric bootstrap57 are presented.
Chapter 3 Results
Clinical results
The CONSORT diagram (Figure 5) shows that of 25,078 women who consented to randomisation, 568 were excluded from the analyses because 222 were outside the screening age range and 346 had inadequate tests or missing results. All round 1 analyses are restricted to the remaining 24,510 randomised women (18,386 allocated to the revealed arm, 6124 to the concealed arm) aged 20–64 years who had both adequate cytology and HPV tests in round 1.
Round 2 results are based on 14,230 (58.1%) of those women who did not have CIN2+ histology in round 1 and had an adequate cytology result in round 2. This was defined as the first cytologically adequate test between 30 and 48 months following round 1, taken before 1 May 2007. A further 553 (2.3%) women were followed up 30–48 months after round 1, but of these, 409 had CIN2+ in round 1, and 144 had no adequate round 2 cytology result. Round 2 analyses are therefore based on 10,716 of 18,386 women in round 1 (59.4%) in the revealed arm, and 3514 of 6124 in round 1 (57.4%) in the concealed arm.
Round 2 exclusions
Eleven subsequent CIN2 cases (11 revealed, 0 concealed) and six CIN3+ cases (five revealed, one concealed) were ignored because the woman’s round 2 sample was cytologically negative. This convention is necessary to give uniform round 2 follow-up between the arms of the trial, because HPV results were ignored in the concealed arm. In addition, 12 CIN2 cases (seven revealed, five concealed) and 14 CIN3+ cases (10 revealed, four concealed) were excluded because there was no preceding round 2 sample. Six of these 12 excluded CIN2 cases and all 14 excluded CIN3+ cases are included in the alternative analyses (Table 15) in which round 2 is defined as the first adequate cytology result between 26 and 54 months after round 1. Details of all excluded CIN2 and CIN3+ cases are given in Table 3. To minimise exclusion of CIN3+ cases in this alternative analysis an abnormal cytology result on the date of histology was assumed for three CIN3+ cases diagnosed 29, 31 and 35 months after round 1 with no abnormal smear record.
R | C | Status under original rules | Status under alternative rules |
---|---|---|---|
Round 2: 30–48 months after round 1 | Round 2: 26–54 months after round 1 | ||
No. CIN3b | |||
1 | 0 | Excluded in round 2: no cytology between 30 and 48 months, histology at 35 months | Included in round 2: negative round 2 cytology at 52 months after histology. Abnormal round 2 cytology assumed at histology date (35 months) |
0 | 1 | Excluded in round 1: negative round 1 cytology, histology at 29 months | Excluded in round 1 but included in round 2: abnormal round 2 cytology assumed at histology date (29 months) |
3 | 0 | Excluded in round 2: CIN3 after CIN2 in round 1 | Excluded in round 2: CIN3 after CIN2 in round 1 |
5 | 1 | Excluded in round 2: negative round 2 cytology between 30 and 48 months | Excluded in round 2: negative round 2 cytology between 30 and 48 months |
1 | 0 | Included in round 2: abnormal round 2 cytology at 36 months, histology at 59 months | Excluded in round 2: negative round 2 cytology at 29 months and histology 30.2 months after round 2 cytology |
2 | 0 | Excluded in round 2: CIN3 after CIN3 in round 1 | Excluded in round 2: CIN3 after CIN3 in round 1 |
0 | 1 | Excluded in round 2: no cytology between 30 and 48 months | Included in round 2: abnormal round 2 cytology at 28 months, histology at 32 months |
0 | 1 | Excluded in round 1: negative round 1 cytology, histology at 27 months | Excluded in round 1 but included in round 2: abnormal round 2 cytology at 27 months, histology at 27 months |
6 | 1 | Excluded in round 2: no cytology between 30 and 48 months | Included in round 2: abnormal round 2 cytology between 48 and 54 months, histology between 50 and 61 months |
No. CIN2c | |||
1 | 0 | Excluded in round 1: negative round 1 cytology, histology at 15 months | Excluded in round 1: negative round 1 cytology, histology at 15 months |
11 | 0 | Excluded in round 2: negative round 2 cytology between 30 and 48 months | Excluded in round 2: negative round 2 cytology between 30 and 48 months |
1 | 0 | Included in round 2: abnormal round 2 cytology at 35 months, histology at 40 months | Excluded in round 2: negative round 2 cytology at 26 months, histology at 40 months |
1 | 0 | Excluded in round 2: negative round 2 cytology at 45 months after histology at 35 months | Excluded in round 2: negative round 2 cytology at 45 months after histology at 35 months |
3 | 2 | Excluded in round 2: no round 2 cytology between 30 and 48 months | Excluded in round 2: no round 2 cytology between 26 and 54 months |
0 | 1 | Excluded in round 2: CIN2 after CIN3 in round 1 | Excluded in round 2: CIN2 after CIN3 in round 1 |
3 | 0 | Excluded in round 2: CIN2 after CIN2 in round 1 | Excluded in round 2: CIN2 after CIN2 in round 1 |
0 | 1 | Excluded in round 2: no cytology between 30 and 48 months, histology at 31 months | Included in round 2: abnormal round 2 cytology at 28 months, histology at 31 months |
3 | 1 | Excluded in round 2: no cytology between 30 and 48 months | Included in round 2: abnormal round 2 cytology between 48 and 54 months, histology between 54 and 66 months |
0 | 1 | Excluded in round 2: negative round 2 cytology at 33 months after histology at 30 months | Included in round 2: abnormal cytology at 29 months, histology at 30 months |
Accrual
Women entered the study between July 2001 and October 2003 as shown in Figure 6. Accrual was steady, slowing only a little after recruitment of women below 30 years old was stopped. Figure 7 shows the rate of return for round 2 cytology samples. Between July 2004 and April 2007, 14,639 women entered round 2 with adequate cytology, representing almost 60% of the original cohort. Of these women, 1325 did not have an HPV test. There was no difference between the proportions who attended round 2 from the two arms.
The accrual from each Health Authority is shown in Table 4. The routine recall policy varied among Health Authorities before the 2005 national guidance on 3-year and 5-year follow-up, although invitations were sent from the trial office to all women at 3 years. Health Authority recall dates for women in the trial were altered in 2005 to bring them in line with the trial protocol (discussed in more detail in Chapter 2, Links with screening co-ordinators).
Health Authority | Number of women recruited |
---|---|
Ashton, Wigan & Leigh | 4097 |
Manchester | 6721 |
Salford & Trafford | 6459 |
Stockport | 7801 |
All Health Authorities | 25,078 |
Cytology, HPV and histology data from round 1
Table 5 shows the characteristics in round 1 of those women who did and did not attend for round 2 screening. A higher proportion of older women attended for screening in round 2 (66% aged 40–64, 43% aged 20–29). This was reflected in the round 1 HPV +ve rates for those who did and did not attend for round 2 screening; 12.6% versus 19.7% respectively. There was however no difference in either baseline age or HPV rates between the arms in round 2 indicating that the pattern of adherence to round 2 did not introduce bias.
Revealed arm | Concealed arm | All women in the trial | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
With second screening | Without second screening | With second screening | Without second screening | With second screening | Without second screening | |||||||
No. | % | No. | % | No. | % | No. | % | No. | % | No. | % | |
Age (years) | ||||||||||||
20–24 | 797 | 7.4 | 1136 | 14.8 | 257 | 7.3 | 385 | 14.8 | 1054 | 7.4 | 1521 | 14.8 |
25–29 | 882 | 8.2 | 1064 | 13.9 | 292 | 8.3 | 353 | 13.5 | 1174 | 8.3 | 1417 | 13.8 |
30–39 | 3233 | 30.2 | 2492 | 32.5 | 1058 | 30.1 | 831 | 31.8 | 4291 | 30.1 | 3323 | 32.3 |
40–49 | 2987 | 27.9 | 1614 | 21.0 | 955 | 27.2 | 561 | 21.5 | 3942 | 27.7 | 2175 | 21.2 |
50–64 | 2817 | 26.3 | 1364 | 17.8 | 952 | 27.1 | 480 | 18.4 | 3769 | 26.5 | 1844 | 17.9 |
Cytology | ||||||||||||
negative | 9556 | 89.2 | 6486 | 84.6 | 3110 | 88.5 | 2228 | 85.4 | 12,666 | 89.0 | 8714 | 84.8 |
borderline/mild | 1085 | 10.1 | 901 | 11.7 | 385 | 11.0 | 296 | 11.3 | 1470 | 10.3 | 1197 | 11.6 |
moderate+ | 75 | 0.7 | 283 | 3.7 | 19 | 0.5 | 86 | 3.3 | 94 | 0.7 | 369 | 3.6 |
HPV testing | ||||||||||||
negative | 9382 | 87.6 | 6144 | 80.1 | 3059 | 87.1 | 2112 | 80.9 | 12,441 | 87.4 | 8256 | 80.3 |
positive | 1334 | 12.4 | 1526 | 19.9 | 455 | 12.9 | 498 | 19.1 | 1789 | 12.6 | 2024 | 19.7 |
Of the 25,078 samples collected in round 1374 (1.5%) were inadequate for cytology and 141 (0.6%) were insufficient for HPV testing. The cytology results are tabulated against the HPV results in Table 6. Overall there was a cytology –ve rate of 87.2%, 7.3% of smears showed borderline changes, 3.6% mild dyskaryosis, 1.1% moderate dyskaryosis and 0.8% severe dyskaryosis. This latter proportion, 1.9% moderate and severe dyskaryosis combined is almost identical to the calculation (1.8% moderate/severe) made before the trial. It can be seen that the proportions of cytological abnormality are almost identical between the arms. The cytologically negative women who were HPV +ve represented the only real difference between the arms in terms of potential disease detection, as women in the revealed arm were offered colposcopy if the HPV tests were persistently positive over 12–24 months. There were 1675 such women accounting for 9.1% of the revealed arm.
Cytology | Revealed arm | Concealed arm | All women in the trial | ||||||
---|---|---|---|---|---|---|---|---|---|
HPV –ve | HPV +ve | Subtotal | HPV –ve | HPV +ve | Subtotal | HPV –ve | HPV +ve | Subtotal | |
Negative | 14,367 | 1675 | 16,042 | 4787 | 551 | 5338 | 19,154 | 2226 | 21,380 |
(92.5%) | (58.6%) | (87.3%) | (92.6%) | (57.8%) | (87.2%) | (92.6%) | (58.4%) | (87.2%) | |
Borderline | 923 | 420 | 1343 | 309 | 137 | 446 | 1232 | 557 | 1789 |
(5.9%) | (14.7%) | (7.3%) | (6.0%) | (14.4%) | (7.3%) | (5.9%) | (14.6%) | (7.3%) | |
Mild | 196 | 447 | 643 | 69 | 166 | 235 | 265 | 613 | 878 |
(1.3%) | (15.6%) | (3.5%) | (1.3%) | (17.4%) | (3.8%) | (1.3%) | (16.1%) | (3.6%) | |
Moderate | 34 | 170 | 204 | 4 | 63 | 67 | 38 | 233 | 271 |
(0.2%) | (5.9%) | (1.1%) | (0.1%) | (6.6%) | (1.1%) | (0.2%) | (6.1%) | (1.1%) | |
Severe+ | 6 | 148 | 154 | 2 | 36 | 38 | 8 | 184 | 192 |
(0.1%) | (5.2%) | (0.8%) | (0.04%) | (3.8%) | (0.6%) | (0.04%) | (4.8%) | (0.8%) | |
Total | 15,526 | 2860 | 18,386 | 5171 | 953 | 6124 | 20,697 | 3813 | 24,510 |
(100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) |
Overall 3813 (15.6%) women were HPV +ve, while women with negative cytology had an HPV rate of 10.4%. Women who were HPV +ve had an abnormal cytology rate of 14.6% borderline; 16.1% mild dyskaryosis and 10.9% moderate or worse. HPV +ve rates rose as the grade of cytological abnormality increased; borderline, mild, moderate and severe dyskaryosis had HPV +ve rates of 31%, 70%, 86% and 96% respectively.
The striking relationship between HPV infection and age is shown in Figure 8. The HPV +ve rates fall from 40% in women aged 20–24 to less than half (18.5%) in women aged 30–34, down to just 6% in women aged over 55 years.
The relationship between cytology, HPV status and age is shown in Table 7. If the moderate and severe dyskaryosis rates are combined the values are 112/2575 (4.3%) and 103/2591 (3.9%) in women aged 20–24 and 25–29 years respectively, falling to 223/13,731 (1.62%) in women aged 30–49 and 25/5613 (0.45%) in women aged 50–64. This fall in abnormal cytology is largely the result of the falling rates of HPV infection, because among HPV +ve women the rates of high-grade cytology remained steady with advancing age; 203/1749 (11.6%) and 197/1697 (11.6%) for age 20–29 and 30–49 respectively. There was however a fall in HPV +ve women aged 50–64, 17/367 (4.3%).
Cytology grade | 20–24 | 25–29 | 30–39 | 40–49 | 50–64 | All ages |
---|---|---|---|---|---|---|
Negative | (1928) | (2085) | (6611) | (5480) | (5275) | (21,380) |
HPV +ve | 26.9% (518) | 18.1% (377) | 10.3% (679) | 6.3% (345) | 5.7% (307) | 10.4% (2226) |
HPV –ve | 73.1% (1411) | 81.9% (1708) | 89.7% (5932) | 93.7% (5135) | 94.3% (4968) | 89.6% (19,154) |
Borderline | (281) | (241) | (591) | (428) | (248) | (1789) |
HPV +ve | 62.9% (174) | 47.7% (115) | 42.1% (175) | 15.9% (68) | 10.1% (25) | 31.1% (557) |
HPV –ve | 37.1% (107) | 52.3% (126) | 57.9% (416) | 84.1% (360) | 89.9% (223) | 68.9% (1232) |
Mild | (253) | (162) | (258) | (140) | (65) | (878) |
HPV +ve | 90.1% (228) | 82.7% (134) | 63.6% (164) | 49/3% (69) | 27.7% (18) | 69.9% (613) |
HPV –ve | 9.9% (25) | 17.3% (28) | 36.4% (94) | 50.7% (71) | 72.3% (47) | 30.1% (265) |
Moderate | (73) | (60) | (84) | (38) | (16) | (271) |
HPV +ve | 93.1% (68) | 90% (54) | 86.5% (77) | 65.8% (25) | 56.2% (9) | 86% (233) |
HPV –ve | 6.9% (5) | 10% (6) | 13.5% (7) | 34.2% (13) | 43.8% (7) | 14% (38) |
Severe | (39) | (43) | (70) | (31) | (9) | (192) |
HPV +ve | 100% (39) | 98% (42) | 95.7% (67) | 90.3% (28) | 98% (8) | 95.8% (184) |
HPV –ve | 0% (0) | 2% (1) | 4.3% (3) | 9.7% (3) | 11% (1) | 4.2% (8) |
All grades | (2575) | (2591) | (7614) | (6117) | (5613) | |
HPV +ve | 39.9% (1027) | 27.9% (722) | 15.3% (1162) | 8.7% (535) | 6.5% (367) | |
HPV –ve | 60.1% (1548) | 72.1% (1869) | 84.7% (6452) | 91.3% (5582) | 93.5% (5246) |
Figure 9 depicts graphically the relationship between age and cytology and the rate of HPV infection. It is clear that rates of HPV infection in negative cytology, as well as in borderline and mild dyskaryosis are very age dependent. In moderate dyskaryosis the effect of age appears lessened and almost disappears with severe dyskaryosis. This reflects the very high association with CIN3 in severe dyskaryosis whatever the age. In younger women a high proportion of mild abnormalities merely reflects HPV infection.
The histological data from round 1 are shown by age and grade of cytology for both HPV +ve and HPV –ve women in Table 8. In total there were 313 CIN3+ lesions and 586 CIN2+ (273 CIN2). Only nine CIN3+ lesions were detected in women aged 50 years or more and all of these occurred in association with HPV +ve/high-grade cytology. Only 10 CIN2 lesions occurred in women aged 50 years or more and only three of these occurred in association with HPV +ve/high-grade cytology.
Age in round 1 | Cytology negative | Borderline/Mild | Moderate+ | ||||||
---|---|---|---|---|---|---|---|---|---|
No. | CIN2 | CIN3 | No. | CIN2 | CIN3 | No. | CIN2 | CIN3 | |
HPV +ve | |||||||||
20–24 | 518 | 7 | 5 | 402 | 33 | 34 | 107 | 34 | 43 |
25–29 | 377 | 8 | – | 249 | 28 | 23 | 96 | 30 | 50 |
30–39 | 679 | 5 | 4 | 339 | 38 | 24 | 144 | 31 | 77 |
40–49 | 345 | – | 1 | 137 | 11 | 5 | 53 | 13 | 29 |
50–64 | 307 | 2 | – | 43 | 2 | – | 17 | 3 | 9 |
All ages | 2226 | 22 | 10 | 1170 | 112 | 86 | 417 | 111 | 208 |
HPV –ve | |||||||||
20–24 | 1411 | – | – | 132 | 5 | 1 | 5 | 1 | 1 |
25–29 | 1708 | – | – | 154 | 3 | 2 | 7 | 1 | – |
30–39 | 5932 | – | – | 510 | 8 | – | 10 | 2 | 3 |
40–49 | 5135 | – | – | 431 | 3 | 2 | 16 | 2 | – |
50–64 | 4968 | – | – | 270 | 3 | – | 8 | – | – |
All ages | 19,154 | – | – | 1497 | 22 | 5 | 46 | 6 | 4 |
Among the 313 women with CIN3+, 91 (29.1%) were detected in women with low-grade cytology and 212 (67.7%) in women with high-grade cytology. For CIN2+ the proportions were 225/586 (38.4%) and 329/586 (56.1%) respectively. When histological outcomes in women with abnormal cytology were analysed by initial HPV status (by HC2), 93.3% of CIN2+ and 97% of CIN3+ were detected in HPV +ve women. The proportion of women with moderate and severe dyskaryosis overall is 50 times greater in HPV +ve women (10.9%) compared with HPV–ve women (0.22%).
The same data by randomisation are shown in Appendix 6 (Table 58: Revealed arm and Table 59: Concealed arm), and corresponding data for round 2 in both arms together (Table 60).
A total of 313 cases of CIN3+ and 273 of CIN2 were diagnosed in round 1. There were no significant differences in proportions between the arms. Only 28 CIN2 and nine CIN3+ lesions were detected in the HPV –ve group, as against 245 CIN2 and 304 CIN3+ in the HPV +ve group. The latter included 22 CIN2 and 10 CIN3+ lesions in women in the revealed arm with negative cytology who were referred for colposcopy because they had persistent HPV infection.
The 12 cancers included in the CIN3+ category of lesions are summarised in Table 9. Eight of the nine cancers detected in round 1 were HPV +ve with moderate or worse cytology (severe dyskaryosis in six cases, moderate in one and glandular neoplasia in one). The remaining round 1 case, an adenocarcinoma, was HPV –ve with borderline cytology. Two of the three cancers detected in round 2 had negative cytology at both round 1 and round 2, and one was also HPV –ve in round 1. This was an adenocarcinoma that may have occurred high in the cervical canal and was perhaps inadequately sampled. The third round 2 cancer had borderline cytology in both round 1 and round 2. This woman was also HPV –ve in round 1, and had no HPV test in round 2.
No. | Randomisation | Age in round 1 | Type of cancer | Screening round of diagnosis | Round 1 screening tests results | Round 2 screening tests results | ||
---|---|---|---|---|---|---|---|---|
Cytology | HPV test | Cytology | HPV test | |||||
1 | Concealed | 27.1 | Microinvasive | First | Severe | Positive | Negative | Negative |
2 | Revealed | 41.7 | Invasive carcinoma | First | Severe | Positive | ||
3 | Revealed | 35.6 | Invasive carcinoma | Seconda | Negative | Positive | Negative | Positive |
4 | Revealed | 53.6 | Invasive carcinoma | Second | Borderline | Negative | Borderline | Not done |
5 | Revealed | 36.6 | Invasive carcinoma | First | Severe | Positive | ||
6 | Concealed | 38.7 | Invasive carcinoma | First | Severe | Positive | Negative | |
7 | Concealed | 41.1 | Invasive carcinoma | First | Moderate | Positive | ||
8 | Revealed | 36.6 | Invasive carcinoma | First | Severe | Positive | ||
9 | Revealed | 42.7 | Invasive carcinoma | First | Possible invasion | Positive | ||
10 | Revealed | 28.4 | Adenocarcinoma | Seconda | Negative | Negative | Negative | Positive |
11 | Concealed | 41.0 | Adenocarcinoma | First | Glandular neoplasia | Positive | ||
12 | Revealed | 45.6 | Adenocarcinoma | First | Borderline | Negative |
Cytology, HPV and histology data in round 2
A total of 14,639 women had an adequate cytology result in round 2, representing 60% of the original cohort. HPV and cytology results for round 2 of screening are shown by randomisation in Table 10 and by age in round 1 in Table 11. Comparison against the corresponding round 1 results (Tables 6 and 7) shows a remarkable and unexpected reduction in cytological abnormality in both arms, the cytology –ve rate rising from 87.2% in round 1 to 95.1% in round 2. The borderline and mild dyskaryosis rates more than halved from round 1 to round 2, from 7.3% to 3.1% and from 3.6% to 1.5% respectively. The reductions in the moderate and severe dyskaryosis rates were even greater, from 1.1% to 0.2% and from 0.8% to 0.1% respectively.
Cytology | Revealed arm | Concealed arm | All women with round 2 screening | |||||||
---|---|---|---|---|---|---|---|---|---|---|
HPV –ve | HPV +ve | Subtotal | HPV –ve | HPV +ve | Subtotal | HPV –ve | HPV +ve | HPV missinga | Total | |
Negative | 8952 | 647 | 9599 | 2897 | 211 | 3108 | 11,849 | 858 | 1220 | 13,927 |
(97.6%) | (74.1%) | (95.5%) | (97.4%) | (72.8%) | (95.2%) | (97.5%) | (73.8%) | (92.1%) | (95.1%) | |
Borderline | 182 | 103 | 285 | 72 | 34 | 106 | 254 | 137 | 57 | 448 |
(2.0%) | (11.8%) | (2.8%) | (2.4%) | (11.7%) | (3.2%) | (2.1%) | (11.8%) | (4.3%) | (3.1%) | |
Mild | 39 | 95 | 134 | 6 | 36 | 42 | 45 | 131 | 39 | 215 |
(0.4%) | (10.9%) | (1.3%) | (0.2%) | (12.4%) | (1.3%) | (0.4%) | (11.3%) | (2.9%) | (1.5%) | |
Moderate | – | 17 | 17 | – | 6 | 6 | – | 23 | 6 | 29 |
– | (1.9%) | (0.2%) | – | (2.1%) | (0.2%) | – | (2.0%) | (0.5%) | (0.2%) | |
Severe+ | 2 | 11 | 13 | 1 | 3 | 4 | 3 | 14 | 3 | 20 |
(0.02%) | (1.3%) | (0.1%) | (0.03%) | (1.0%) | (0.1%) | (0.03%) | (1.2%) | (0.2%) | (0.1%) | |
Total | 9175 | 873 | 10,048 | 2976 | 290 | 3266 | 12,151 | 1163 | 1325 | 14,639 |
(100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) | (100%) |
Cytology grade | 20–24 | 25–29 | 30–39 | 40–49 | 50–64 | All ages |
---|---|---|---|---|---|---|
Negative | 1020 | 1151 | 4181 | 3854 | 3721 | 13,927 |
HPV +ve | 18.8% (192) | 11% (127) | 6.3% (263) | 4.1% (156) | 3.2% (120) | 6.2% (858) |
HPV –ve | 63.6% (649) | 74% (852) | 84.2% (3519) | 89.1% (3435) | 91.2% (3394) | 85.1% (11,849) |
HPV missing | 17.6% (179) | 15% (172) | 9.5% (399) | 6.8% (263) | 5.6% (207) | 8.7% (1220) |
Borderline | 72 | 71 | 161 | 96 | 48 | 448 |
HPV +ve | 55.5% (40) | 38% (27) | 26.2% (42) | 16.6% (16) | 25% (12) | 30.5% (137) |
HPV –ve | 26.3% (19) | 43.7% (31) | 63.9% (103) | 72.9% (70) | 64.6% (31) | 56.7% (254) |
HPV missing | 18.2% (13) | 18.3% (13) | 9.9% (16) | 10.5% (10) | 10.4% (5) | 12.8% (57) |
Mild | 56 | 37 | 74 | 39 | 9 | 215 |
HPV +ve | 75% (42) | 67.6% (25) | 56.8% (42) | 48.7% (19) | 33.3% (3) | 60.9% (131) |
HPV –ve | 7.1% (4) | 16.2% (6) | 22.9% (17) | 33.3% (13) | 55.5% (5) | 20.9% (45) |
HPV missing | 17.9% (10) | 16.2% (6) | 20.3% (15) | 17.8% (7) | 11.2% (1) | 18.2% (39) |
Moderate | 11 | 10 | 5 | 2 | 1 | 29 |
HPV +ve | 72.7% (8) | 80% (8) | 100% (5) | 100% (2) | 0% (0) | 79.3% (23) |
HPV –ve | 0% (0) | 0% (0) | 0% (0) | 0% (0) | 0% (0) | 0% (0) |
HPV missing | 27.3% (3) | 20% (2) | 0% (0) | 0% (0) | 100% (1) | 20.7% (6) |
Severe | 3 | 3 | 8 | 2 | 2 | 20 |
HPV +ve | 100% (3) | 100% (3) | 62.5% (5) | 50% (1) | 0% (0) | 70% (14) |
HPV –ve | 0% (0) | 0% (0) | 12.5% (1) | 50% (1) | 50% (1) | 15% (3) |
HPV missing | 0% (0) | 0% (0) | 25% (2) | 0% (0) | 50% (1) | 15% (3) |
All grades | 1162 | 1274 | 4429 | 3993 | 3781 | 14639 |
HPV +ve | 24.5% (285) | 15.1% (192) | 8.1% (357) | 4.9% (194) | 3.6% (135) | 7.9% (1163) |
HPV –ve | 57.8% (672) | 69.8% (889) | 82.2% (3640) | 88.1% (3519) | 90.7% (3431) | 83% (12,151) |
HPV missing | 17.7% (205) | 15.1% (193) | 9.7% (432) | 7% (280) | 5.7% (215) | 9.1% (1325) |
As shown in Table 12, these low rates of cytological abnormality in round 2 led to a much lower number of colposcopies. Overall, 1925 women had one or more colposcopy clinic consultations. Eighty per cent of the colposcopies were performed in the revealed arm in both rounds 1 and 2 (a first colposcopy within 30 months of a round 1 sample was classified as being in round 1).
Women who underwent colposcopy | Frequency | % |
---|---|---|
Round 1 | ||
Concealed | 320 | 20.4 |
Revealed | 1247 | 79.6 |
Total | 1567 | 100.0 |
Round 2 | ||
Concealed | 74 | 20.7 |
Revealed | 284 | 79.3 |
Total | 358 | 100.0 |
The numbers of CIN3+ and CIN2 lesions detected amongst all 24,510 women in round 1 and in 14,230 women in round 2 are shown by randomised arm and by cytology and HPV status in round 1 in Table 13a. The low prevalence of cytological abnormality is reflected in the low numbers of CIN2 and CIN3+ lesions identified in round 2 as shown in Table 13b. This unexpectedly low incidence rate of high-grade histology means that the trial has low power to detect the reduction in incidence of CIN3+ in the revealed arm, which was the primary outcome at the end point of the trial.
HPV in round 1 | Cytology in round 1 | Concealed n (%) | Revealed n (%) | Both arms n (%) | ||
---|---|---|---|---|---|---|
Round 1a | CIN2 within 30 months of abnormal round 1 cytology | +ve | Negative | 0/551 (0) | 22/1675 (1.3) | 22/2226 (1.0) |
≥ Borderline | 48/402 (11.9) | 175/1185 (14.8) | 223/1587 (14.1) | |||
–ve | Negative | 0/4,787 (0) | 0/14,367 (0) | 0/19,154 (0) | ||
≥ Borderline | 5/384 (1.3) | 23/1159 (2.0) | 28/1543 (1.8) | |||
CIN3+ within 30 months of abnormal round 1 cytology | +ve | Negative | 0/551 (0) | 10/1675 (0.6) | 10/2226 (0.4) | |
≥ Borderline | 78/402 (19.4) | 216/1185 (18.2) | 294/1587 (18.5) | |||
–ve | Negative | 0/4,787 (0) | 0/14,367 (0) | 0/19,154 (0) | ||
≥ Borderline | 2/384 (0.5) | 7/1159 (0.6) | 9/1543 (0.6) |
HPV in round 2 | Cytology in round 2 | Concealed n (%) | Revealed n (%) | Both arms n (%) | ||
---|---|---|---|---|---|---|
Round 2b | Round 2 – CIN2 within 30 months of abnormal round 2 cytology | +ve | Negative | 0/224 (0) | 0/683 (0) | 0/907 (0) |
≥Borderline | 12/92 (13.0) | 23/249 (9.2) | 35/341 (10.3) | |||
–ve | Negative | 0/3,064 (0) | 0/9,334 (0) | 0/12,398 (0) | ||
≥Borderline | 0/76 (0) | 4/235 (1.7) | 4/311 (1.3) | |||
Not done | Negative | 0/368 (0) | 0/1,084 (0) | 0/1,452 (0) | ||
≥Borderline | 3/42 (7.1) | 5/91 (5.5) | 8/133 (6.0) | |||
Round 2 – CIN3+ within 30 months of abnormal round 2 cytology | +ve | Negative | 0/224 (0) | 0/683 (0) | 0/907 (0) | |
≥Borderline | 13/92 (14.1) | 23/249 (9.2) | 36/341 (10.6) | |||
–ve | Negative | 0/3,064 (0) | 0/9,334 (0) | 0/12,398 (0) | ||
≥Borderline | 1/76 (1.3) | 0/235 (0) | 1/311 (0.3) | |||
Not done | Negative | 0/368 (0) | 0/1,084 (0) | 0/1452 (0) | ||
≥Borderline | 2/42 (4.8) | 2/91 (2.2) | 4/133 (3.0) |
Primary outcome
Differences in CIN2 and CIN3+ rates between the randomised arms are shown in Table 14 for all women (upper part) and for those who were HPV +ve but cytologically –ve in round 1 (lower part). When a comparison is made between the two arms the overall CIN3+ rate in round 2 by intention to treat was 0.34% in the concealed arm and 0.18% in the revealed arm. This represents a 48% reduction, but the numbers are too low to show a statistically significant difference (p = 0.09). When the two rounds are combined the overall detection rates in the two arms of the trial were similar for CIN2+ (2.83% concealed, 2.91% revealed) and for CIN3+ (1.65% concealed, 1.45% revealed), the small number of additional CIN3+ lesions identified in the revealed arm in round 1 being counterbalanced by the additional cases in round 2 in the concealed arm.
HPV revealed | HPV concealed | p-value | |||
---|---|---|---|---|---|
No. | Prevalence (95% CI) | No. | Prevalence (95% CI) | ||
All women in the study | |||||
Round 1 | |||||
No. randomised | 18,386 | 6124 | |||
CIN2 | 220 | 1.20% (1.04 to 1.36) | 53 | 0.87% (0.65 to 1.13) | 0.03 |
CIN3+ | 233 | 1.27% (1.11 to 1.44) | 80 | 1.31% (1.04 to 1.62) | > 0.1 |
CIN2+ | 453 | 2.46% (2.24 to 2.70) | 133 | 2.17% (1.82 to 2.57) | > 0.1 |
Round 2 | |||||
No. of women in round 2 | 10,716 | 3514 | |||
CIN2 | 30 | 0.28% (0.18 to 0.39) | 12 | 0.34% (0.17 to 0.59) | > 0.1 |
CIN3+ | 19 | 0.18% (0.11 to 0.27) | 12 | 0.34% (0.17 to 0.59) | 0.09 |
CIN2+ | 49 | 0.46% (0.34 to 0.60) | 24 | 0.68% (0.44 to 1.01) | 0.10 |
Round 1 + Round 2b | |||||
CIN2 | 250 | 1.48% (1.30 to 1.67) | 65 | 1.21% (0.93 to 1.54) | > 0.1 |
CIN3+ | 252 | 1.45% (1.28 to 1.64) | 92 | 1.65% (1.33 to 2.02) | > 0.1 |
CIN2+ | 502 | 2.91% (2.66 to 3.17) | 157 | 2.83% (2.41 to 3.30) | > 0.1 |
Women with cytology –ve and HPV +ve test at entry | |||||
Round 1 | |||||
No. randomised | 1675 | 551 | |||
CIN2 | 22 | 1.31% (0.82 to 1.98) | 0 | 0% | |
CIN3+ | 10 | 0.60% (0.29 to 1.10) | 0 | 0% | |
CIN2+ | 32 | 1.91% (1.31 to 2.69) | 0 | 0% | |
Round 2 | |||||
No. of women in round 2 | 989 | 326 | |||
CIN2 | 11 | 1.11% (0.55 to 1.98) | 7 | 2.15% (0.87 to 4.37) | > 0.1 |
CIN3+ | 8 | 0.80% (0.35 to 1.59) | 6 | 1.84% (0.68 to 3.96) | > 0.1 |
CIN2+ | 19 | 1.92% (1.16 to 2.98) | 13 | 3.99% (2.14 to 6.72) | 0.06 |
Round 1 + Round 2b | |||||
CIN2 | 33 | 2.41% (1.65 to 3.34) | 7 | 2.15% (0.87 to 4.37) | > 0.1 |
CIN3+ | 18 | 1.40% (0.83 to 2.20) | 6 | 1.84% (0.68 to 3.96) | > 0.1 |
CIN2+ | 51 | 3.80% (2.83 to 4.95) | 13 | 3.99% (2.14 to 6.72) | > 0.1 |
High-grade histology in round 1 and round 2: amended definition of round 2 sample to reduce exclusions
There was a need to define time limits for round 2 for the purpose of the data analysis for this report, hence the 30–48 months definition. As the trial progressed, it became apparent that this resulted in a number of excluded cases which fell outside the definitions of both round 1 and round 2. Because of the need to exclude as few cases as possible in a per protocol analysis, a further definition of round 2 was adopted covering months 26–54. The results are shown in Table 15 and there is a separate CONSORT diagram to accompany this (Figure 10). The differences between the arms in round 2 for CIN3+ (0.21% revealed, 0.41% concealed) and for CIN2+ (0.49% revealed, 0.80% concealed) both become statistically significant (p = 0.05 and p = 0.03 respectively), but there remains no difference between the arms where rounds 1 and 2 are summed. Round 2 cases of CIN2+ whose round 2 sample was cytology –ve were excluded to avoid bias between the arms (see round 2 exclusions in Table 3).
HPV revealed | HPV concealed | p-value | |||
---|---|---|---|---|---|
No. | Prevalence (95% CI) | No. | Prevalence (95% CI) | ||
All women in the study | |||||
Round 1 | |||||
No. randomised | 18,386 | 6124 | |||
CIN2 | 220 | 1.20% (1.04 to 1.36) | 53 | 0.87% (0.65 to 1.13) | 0.03 |
CIN3+ | 233 | 1.27% (1.11 to 1.44) | 80 | 1.31% (1.04 to 1.62) | > 0.1 |
CIN2+ | 453 | 2.46% (2.24 to 2.70) | 133 | 2.17% (1.82 to 2.57) | > 0.1 |
Round 2 | |||||
No. of women in round 2 | 11,676 | 3866 | |||
CIN2 | 32 | 0.27% (0.19 to 0.39) | 15 | 0.39% (0.22 to 0.64) | > 0.1 |
CIN3+ | 25 | 0.21% (0.14 to 0.32) | 16 | 0.41% (0.24 to 0.67) | 0.05 |
CIN2+ | 57 | 0.49% (0.37 to 0.63) | 31 | 0.80% (0.55 to 1.14) | 0.03 |
Round 1 + Round 2b | |||||
CIN2 | 252 | 1.47% (1.29 to 1.66) | 68 | 1.25% (0.97 to 1.58) | > 0.1 |
CIN3+ | 258 | 1.48% (1.31 to 1.67) | 96 | 1.71% (1.38 to 2.08) | > 0.1 |
CIN2+ | 510 | 2.94% (2.69 to 3.20) | 164 | 2.96% (2.53 to 3.44) | > 0.1 |
Women with cytology –ve and HPV +ve test at entry | |||||
Round 1 | |||||
No. randomised | 1675 | 551 | |||
CIN2 | 22 | 1.31% (0.82 to 1.98) | 0 | ||
CIN3+ | 10 | 0.60% (0.29 to 1.10) | 0 | ||
CIN2+ | 32 | 1.91% (1.31 to 2.69) | 0 | ||
Round 2 | |||||
No. of women in round 2 | 988 | 326 | |||
CIN2 | 12 | 1.21% (0.63 to 2.11) | 7 | 2.15% (0.87 to 4.37) | > 0.1 |
CIN3+ | 12 | 1.21% (0.63 to 2.11) | 7 | 2.15% (0.87 to 4.37) | > 0.1 |
CIN2+ | 24 | 2.43% (1.56 to 3.59) | 14 | 4.29% (2.37 to 7.10) | 0.09 |
Round 1 + Round 2b | |||||
CIN2 | 34 | 2.51% (1.74 to 3.49) | 7 | 2.15% (0.87 to 4.37) | > 0.1 |
CIN3+ | 22 | 1.80% (1.13 to 2.71) | 7 | 2.15% (0.87 to 4.37) | > 0.1 |
CIN2+ | 56 | 4.29% (3.26 to 5.54) | 14 | 4.29% (2.37 to 7.10) | > 0.1 |
In addition to the more stringent per protocol analysis, an analysis on the basis of ‘intention to treat’ is presented in Table 16. This includes every initial CIN2+ and CIN3+ for every randomised woman over round 1 and 2.
Revealed arm | Concealed arm | ||
---|---|---|---|
CIN3+ | 266 (1.45%) | 97 (1.58%) | Diff. – 0.13% 95% CI – 0.52% to 30%, p = 0.44 |
CIN2+ | 533 (2.9%) | 167 (2.73%) | Diff. 0.17% 95% CI – 0.32% to 0.63%, p = 0.48 |
No. women randomised | 18,386 | 6124 |
Decline in cytological abnormality and histological disease from round 1 to round 2
Several factors independent of LBC may have contributed to the marked decline in disease rates from round 1 to round 2. These include:
-
Women were about 3 years older in round 2, and disease rates drop sharply with age in younger women.
-
Women screened in round 2, whose last routine smear was the round 1 sample taken approximately 3 years earlier, are at lower risk than the cross-section recruited in the trial, many of whom had not been screened within 3 years of recruitment.
-
Histological follow-up of abnormal cytology in round 2 is still incomplete for some women.
Any change in the CIN2+ diagnosis rate in women with abnormal cytology can be assessed by calculating cumulative (Kaplan–Meier) CIN2+ rates. These are similar up to 12 months following abnormal cytology in round 1 and round 2: moderate or worse 68% [95% confidence interval (95% CI) 63% to 72%) in round 1, 60% (95% CI 46% to 74%) in round 2; borderline/mild 4.3% (95% CI 3.6% to 5.2%) in round 1, 5.4% (95% CI 3.9% to 7.5%) in round 2. Age-specific HPV prevalence rates in women with negative cytology were also similar in round 1 and in round 2 in women aged up to 40, although slightly higher above age 40 (respective HPV rates in round 1 in women with negative cytology at age 20–24, 25–29, 30–39, 40–49 and 50–64 were 27%, 18%, 10%, 6% and 6%, compared with 25%, 19%, 9%, 6%, 4% and 3% in round 2).
The contribution of the biases listed above to the extraordinary decline in disease rates during the ARTISTIC trial can be adjusted for by comparing cytological abnormality rates in round 1 and round 2, adjusting for current age in round 1 and at follow-up (round 2), and restricting the round 1 analysis to women whose previous smear was 30–48 months earlier and cytologically negative. This logistic multiple regression gives an adjusted odds ratio for round 2 against round 1 of 0.45 (95% CI 0.37 to 0.56) for borderline/mild and 0.21 (95% CI 0.10 to 0.43) for moderate or worse cytology.
A further explanation for this dramatic change is that a high proportion of cytological abnormality, particularly high-grade disease, which was detected by LBC in round 1 was missed by the preceding conventional smear test. This was unexpected because recent studies suggest similar sensitivity for these tests. 58
There are two factors which may have had an important influence on the performance of LBC. The first of these was the rigorous training which required medical and non-medical laboratory staff to complete a formal curriculum before being able to read slides independently. Non-medical staff had to read 400 unmarked and 20 test slides and medical staff 200 unmarked and 20 test slides. All staff had to achieve 95% sensitivity identifying high-grade slides and had to achieve an 80% pass mark for the test slides. In other countries, training was often provided by the manufacturer and consisted of 3–5 days of lectures and viewing slides.
The second factor may have been the high rate of low-grade abnormality in round 1 comprising 7.3% borderline and 3.5% mild dyskaryosis. In fact, the cytological abnormality rate was 16.8% in the first 6 months of recruitment and the age adjusted odds ratio (95% CI) in round 1 for any abnormality fell in successive 6-month periods from 1.0 (reference) to 0.75 (0.68 to 0.82), 0.71 (0.64 to 0.79), 0.60 (0.53 to 0.69) and 0.61 (0.49 to 0.76). This resulted in a colposcopy rate of 5.2% in the concealed arm and 6.8% in the revealed arm, the extra cases in the revealed arm being the result of cytology –ve/HPV +ve women. This relatively high colposcopy rate will have contributed to a high detection rate of CIN2+ and CIN3+. This will have had an impact on the incidence of disease in round 2.
Management preferences of women after two HPV +ve (cytology –ve) results
Of the 1675 women in the revealed arm who tested cytology –ve and HPV +ve, 1040 (62%) had returned for a first repeat HPV test within 30 months (Figure 11). Out of 1040 such women tested, 439 again tested HPV +ve (42.2%), of whom 427 responded to the letter offering either a colposcopy or a repeat HPV test at 24 months. Colposcopy was preferred by the majority of women (61.8%), all of whom attended. A further HPV test before round 2 was chosen by 163 women (39.2%). Only 50 of these 163 attended again for HPV testing before round 2, and a further 72 were retested at their next (round 2) routine recall. Twenty-seven (54%) of the 50 women who returned tested HPV +ve for a third time and were referred for colposcopy by the trial office.
The effect of patient choice in the revealed arm
As a result of choosing colposcopy if persistently HPV +ve at 12 months and referral for colposcopy if still HPV +ve at 24 months, 10 CIN3+ and 32 CIN2+ were detected. A further one CIN3+ and eight CIN2+ were detected in round 2 amongst women who chose to be retested at 24 months, and a remaining 11 CIN3+ and 16 CIN2+ were diagnosed as a result of being rescreened in round 2.
Performance of HPV as a stand-alone test with cytology reserved for HPV +ve women
Because cytology combined with HPV testing did not appear more effective than cytology alone it is important to consider HPV testing as an initial sole test, cytology being reserved for HPV +ve women. The key data in this context are the lesions that would have been missed by HPV testing alone. For this purpose, all of the lesions detected in ARTISTIC have been mapped through rounds 1 and 2 according to initial HPV test results. As Figure 12 shows, in round 1 there were nine CIN3+ and 37 CIN2+ in the HPV –ve group of 20,697 women, compared with 304 and 549 respectively for the HPV +ve group of 3813 women. Therefore 97% of CIN3+ and 94% of CIN2+ were detected in the HPV +ve group.
Figure 12 allows comparison of lesions missed by an HPV test and by initial cytology. Compared with combined testing, HPV initial testing would therefore have missed nine CIN3+ and 37 CIN2+ compared with 10 CIN3+ and 32 CIN2+, which would have been missed by initial cytology. These figures are almost identical.
The bottom half of Figure 12 and Figures 13 and 14 provide cytology and HPV data in round 1 on women with a diagnosis of CIN2+ and CIN3+ in round 2. In 12,441 women who had been HPV –ve in round 1 and were rescreened, there were only 10 CIN3+ (0.08%) and 22 CIN2+ (0.18%) cases in round 2. Rates were about twice as high among 12,666 women who had been cytology –ve in round 1, among whom there were 22 CIN3+ (0.17%) and 50 CIN2+ (0.39%) cases in round 2. In contrast, there were 21 CIN3+ (1.2%) and 51 CIN2+ (2.9%) cases in 1789 women screened in round 2 who had been HPV +ve in round 1.
To demonstrate screening outcomes following an initial HPV screen, the cytology and histology results in round 2 are also shown for women who had been HPV +ve (Figure 12) and HPV –ve (Figure 13) in round 1.
With respect to cytological outcomes, it is noteworthy that in women who were HPV +ve in round 1 the total rate of cytological abnormalities in round 2 was almost as high as it was in round 1. These were 1587/3813 (41.6%) in round 1 and 170/497 (35.5%) in round 2. With respect to high-grade cytology only, there were 417/3813 (10.9%) in round 1 but only 37/1789 (2%) in round 2 (Figure 12). This confirms the effect of sensitive screening in round 1 for high-grade disease; the impact was far less for low-grade abnormalities, many of which clearly represent little more than HPV infection.
Using all of the data from the revealed arm it was possible to calculate the relative sensitivity and specificity for CIN2+ detection under different screening policies based on 220 CIN2 and 233 CIN3+ lesions detected in the whole revealed arm in round 1. These are shown in Table 69 in Appendix 6.
Sensitivity of combined and separate cytology and HPV testing in the detection of CIN2/3 when backed up by routine colposcopy
A concurrent colposcopic study conducted locally, but outside the trial (Flynn M, et al. , unpublished data) involved 557 women (aged 20–64) who were routinely screened in a single primary care practice in Greater Manchester using the same tests (HC2 and ThinPrep) as in ARTISTIC but these women all consented to undergo colposcopy, and in the event of any colposcopic abnormality, a biopsy was performed. The standard use of colposcopy was to ascertain, within the limits of sensitivity of colposcopy/biopsy, the presence of any underlying disease which might not be detected, particularly in cytology –ve/HPV –ve women for whom no colposcopy was performed in ARTISTIC. Sixty-nine women (12.4%) underwent biopsy, and as can be seen in Table 17, 444 women (78%) were cytology –ve/HPV –ve. Of these women, none were found to have CIN, confirming the very high negative predictive value of this combination.
HPV | Total | |||
---|---|---|---|---|
Negative | Positive | |||
Cytology –ve | CIN2 | 0 | 1 | 1 |
< CIN/HPV | 41 | 6 | 47 | |
WNLb ± Biopsy negative | 403 | 22 | 425 | |
Total | 444 | 29 | 473 | |
Cytology borderline+ | CIN3 | 0 | 2 | 2 |
CIN2 | 0 | 1 | 1 | |
CIN1 | 1 | 4 | 5 | |
< CIN/HPV | 7 | 13 | 20 | |
WNLb ± Biopsy negative | 38 | 18 | 56 | |
Total | 46 | 38 | 84 |
In a total of 490 HPV –ve women, 46 of whom had some cytology abnormality, none had CIN2+. Of 473 cytology –ve women, only one woman had CIN2. There were two cases of CIN3 and one of CIN2, all of whom were HPV +ve.
Optimal cut-off for a +ve Hybrid Capture 2 test
HC2 allows for a range of cut-off values because of the semiquantitative nature of the assay. We employed the manufacturer’s recommended threshold for a +ve HC2 test result of ≥ 1 RLU/Co in the trial, but the large size of the study allows analysis of different cut-offs and resultant cytological and histological outcomes in terms of sensitivity and specificity.
Cytology and histology in round 1 by different HC2 cut-off points
As Table 18 shows, the round 1 prevalence of HPV with a cut-off of 1 RLU/Co was 15.6% for the whole study population and 10.4%, 43.9% and 90.1% for negative, borderline/mild dyskaryosis and moderate/severe dyskaryosis respectively. All HPV +ve results yielded 516 CIN2+ lesions in women with abnormal cytology. There were 32 of these among cytology –ve/HPV +ve women. Changing the cut-off to 2 RLU/Co and 4 RLU/Co would have reduced the number of CIN2+ detected in women who had abnormal cytology to 507 and 497 respectively, with non-detection of one and five CIN3+ respectively.
Cut-off point | 1 RLU | 2 RLU | 4 RLU | 10 RLU | ||||
---|---|---|---|---|---|---|---|---|
HC2 | –ve | +ve | –ve | +ve | –ve | +ve | –ve | +ve |
Cytology in round 1 | ||||||||
–ve | 19,154 | 2226 | 19,680 | 1700 | 20,008 | 1372 | 20,362 | 1018 |
Borderline/Mild | 1497 | 1170 | 1580 | 1087 | 1629 | 1038 | 1718 | 949 |
Moderate/worse | 46 | 417 | 50 | 413 | 57 | 406 | 72 | 391 |
All women | 20,697 | 3813 | 21,310 | 3200 | 21,694 | 2816 | 22,152 | 2358 |
Histology by cytology in round 1 | ||||||||
–ve | ||||||||
CIN2 | – | 22 | 4 | 18 | 4 | 18 | 7 | 15 |
CIN3+ | – | 10 | 1 | 9 | 3 | 7 | 3 | 7 |
Borderline/Mild | ||||||||
CIN2 | 22 | 112 | 26 | 108 | 29 | 105 | 35 | 99 |
CIN3+ | 5 | 86 | 7 | 84 | 8 | 83 | 11 | 80 |
Moderate/worse | ||||||||
CIN2 | 6 | 110 | 8 | 108 | 10 | 106 | 14 | 102 |
CIN3+ | 4 | 208 | 5 | 207 | 9 | 203 | 17 | 195 |
CIN2+ in round 1 | 37 | 548 | 51 | 534 | 63 | 522 | 87 | 498 |
If colposcopy was performed for borderline/mild dyskaryosis in HPV +ve women as well as for moderate/worse, the changes in cut-off to 2 or 4 RLU/Co, there would have been 87 and 143 fewer procedures respectively. Additional cut-offs are shown in Appendix 6 (Tables 61 and 62). If there were a strategy of colposcopy for cytology –ve/HPV +ve women who remained HPV +ve at 12 months, around 25% would require colposcopy. In that event the number of HPV +ve/cytology –ve women would have been cut in round 1 by 526 and 854 for cut-offs of 2 RLU/Co and 4 RLU/Co respectively. Raising the cut-off to 2 RLU therefore would result in 613 fewer positives, over 200 fewer colposcopies with the loss of only four CIN3+ and 10 CIN2, representing just 2.5% of CIN2+.
Comparison between HC2 and AMPLICOR for (1) borderline and (2) routine screening samples as well as clinical outcomes is shown in Appendix 6 (Tables 64–67).
In terms of current cytology screening with HPV testing to triage borderline/mild dyskaryosis, a change in cut-off from 1 RLU/Co to 2 RLU/Co would have resulted in 83 fewer colposcopies for this category of cytology with a loss of six CIN2+ including two CIN3+ lesions. The positive predictive value for CIN2+ following colposcopy would have risen from 16.9% to 17.7%. Increasing the cut-off to 4 RLU/Co or greater would result in non-detection of a further four CIN2+ and one CIN3+ lesions and would avoid 49 more colposcopies, but the positive predictive value would only increase to 18.1%.
Modelled outcomes for different screening scenarios based on ARTISTIC data shown in Figures 11–14 are shown in Table 19. All four strategies would identify similar rates of CIN3+. In terms of CIN2+ there would be a reduced number of lesions in the cytology to HPV triage because of a significant number of HPV –ve CIN2. Standard management involves fewer colposcopies than a primary HPV screen but requires many repeat cytology samples. Primary cytology triaged by HPV testing involves even fewer colposcopies but would have identified 12 (4%) fewer CIN3+ lesions.
Estimated number of colposcopies for: | Standard managementa | Cytology + HPV triage for borderline/mild | Referral for HPV +ve/LBC triageb (HC2 1 RLU/Co) | Referral for HPV +ve/LBC triageb (HC2 2 RLU/Co) |
---|---|---|---|---|
Borderline/mild | 460/878 | 1087 | 1170 | 1087 |
Moderate/severe | 463/792 | 463 | 417 | 413 |
Negative cytology | – | – | 556 | 425 |
Total | 1791 | 1550 | 2143 | 1925 |
Proportion of screened women | 7.3% | 6.3% | 8.7% | 7.9% |
CIN2+ detectedc | 553 | 507 | 548 | 534 |
CIN3+ detected | 303 | 291 | 304 | 300 |
The same strategy using colposcopy for HPV screening triaged by LBC has been costed and the data are presented in Table 48 with a cut-off of 1 RLU/Co and of 2 RLU/Co.
Data are shown in Appendix 6 (Table 69) which indicate that the strategy of repeat HPV testing in women who are initially HPV +ve and cytology –ve achieves a higher sensitivity but in women below 30 years specificity is lower.
Explanation for CIN3 associated with an HC2 –ve result at baseline
There were nine women who were HC2 –ve at baseline and who subsequently developed CIN3. Typing data on residual material from these women found that three contained HPV16, one contained HPV6, four were LBA negative and one had insufficient sample for testing. Roche AMPLICOR results were available for eight of the samples (one had insufficient sample) of which three tested AMPLICOR positive (Table 20). Possible reasons for the failure of the HC2 assay to detect HPV in these samples may include sensitivity issues or the fact that this assay does not control for DNA integrity or sample adequacy.
HC2 (RLU/Co ≥ 1) | AMPLICOR test (OD ≥ 0.2) | Prototype line blot assay | Baseline cytology grade |
---|---|---|---|
Negative | Negative | Negative | mild |
Negative | Positive | type 16 | severe |
Negative | Negative | Negative | borderline |
Negative | Negative | type 6 | severe |
Negative | Positive | type 16 | moderate |
Negative | Insufficient | Insufficient | borderline |
Negative | Positive | type 16 | moderate |
Negative | Negative | Negative | borderline |
Negative | Negative | Negative | borderline |
HPV genotype profile in the screened population
Total population
A total of 24,510 eligible women had satisfactory cytology and HPV results by HC2 in round 1. Samples from 3813 women (15.6% of all eligible women) were HPV +ve by HC2, but 40 (1.0%) of these either gave –ve results for β-globin gene amplification and were reported as inhibitory or were of insufficient volume for further testing. These 40 are excluded from analyses of type-specific HPV persistence (Tables 24–28), and all results are based on the remaining 24,470 women. Cross-reactivity with low-risk types or high-risk types not included in the HC2 probe mix was observed in 417 (11.1%) HC2 +ve samples. A broad range of HPV type cross-reactivity occurred. This was particularly noticeable for HPV types 53, 66 and 70, which were frequently detected. A further 772 (20.5%) HC2 +ve samples did not hybridise to any of the LBA probes. These 1189 are classified as HC2 +ve but HR-HPV –ve. The remaining 2584 HC2 +ve samples (68.5%) were +ve by LBA for one or more of the 13 high-risk types included in the HC2 HR probe mix. Of those HC2 +ve samples giving a low RLU/Co value between 1 and 3, 26.7% contained an HC2 high-risk type; 16.2% cross-reacted with other types and 57.1% failed to type. Corresponding figures of those HC2 +ve samples giving a high RLU/Co value ≥ 100 were 91.9%, 4.8% and 3.3% respectively. In total, 50% of HC2 +ve/LBA –ve samples had an RLU/Co value between 1 and 2.11. On testing a subset of 102 HC2 +ve/LBA –ve samples by GP5+/6+ PCR, 39.2% were found to be HPV +ve. Multiple HR-HPV types were detected in 680 (18.0% of HC2 +ve samples) and infection with a single HR-HPV type was detected in 1904 (50.5%).
The HC2 +ve/LBA –ve samples are not simply ‘background noise’ because they include 28/549 (5.1%) CIN2+ and 24/549 (4.4%) CIN2+ detected in round 1, with a cut-off of ≥ 1 RLU/Co and 2 RLU/Co respectively.
Typing
Cytology by HPV status is shown in Table 21 for women aged 20–29, 30–64 and overall. Summing the number of different HR-HPV types detected in each woman for the denominator, the proportion of all detected infections that were due to each HPV type did not vary greatly with age. Below age 30, 24.0% (499/2077) of HR-HPV infections were due to HPV16, compared with 21.3% (306/1435) at age 30–64 (p = 0.06). The corresponding proportions were 6.3% and 3.7% for HPV33 (p = 0.001), 2.4% and 4.1% for HPV35 (p = 0.003) and 4.5% and 6.7% for HPV45 (p = 0.005). No other type showed significant variation with age.
HPV type | 20–29 years | 30–64 years | All ages | Total | 1904 women with a single HPV infection | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Neg | B/M | Mod+ | Neg | B/M | Mod+ | Neg | B/M | Mod+ | Neg | B/M | Mpd+ | ||
16 | 184 | 202 | 113 | 136 | 75 | 95 | 320 (39.8%) | 277 (34.4%) | 208 (25.8%) | 805 (100%) | 235 (45.5%) | 146 (28.3%) | 135 (26.2%) |
18 | 93 | 74 | 24 | 67 | 41 | 20 | 160 (50.2%) | 115 (36.1%) | 44 (13.8%) | 319 (100%) | 96 (56.1%) | 53 (31.0%) | 22 (12.9%) |
31 | 83 | 67 | 35 | 62 | 46 | 33 | 145 (44.5%) | 113 (34.7%) | 68 (20.9%) | 326 (100%) | 97 (53.3%) | 53 (29.1%) | 32 (17.6%) |
33 | 45 | 58 | 27 | 21 | 22 | 10 | 66 (36.1%) | 80 (43.7%) | 37 (20.2%) | 183 (100%) | 32 (41.6%) | 31 (40.3%) | 14 (18.2%) |
35 | 23 | 20 | 6 | 28 | 25 | 6 | 51 (47.2%) | 45 (41.7%) | 12 (11.1%) | 108 (100%) | 31 (52.5%) | 23 (39.0%) | 5 (8.5%) |
39 | 67 | 71 | 21 | 56 | 38 | 13 | 123 (46.2%) | 109 (41.0%) | 34 (12.8%) | 266 (100%) | 78 (60.5%) | 46 (35.7%) | 5 (3.9%) |
45 | 47 | 33 | 14 | 58 | 28 | 10 | 105 (55.3%) | 61 (32.1%) | 24 (12.6%) | 190 (100%) | 59 (64.8%) | 24 (26.4%) | 8 (8.8%) |
51 | 70 | 99 | 20 | 63 | 40 | 13 | 133 (43.6%) | 139 (45.6%) | 33 (10.8%) | 305 (100%) | 83 (50.6%) | 69 (42.1%) | 12 (7.3%) |
52 | 96 | 88 | 27 | 82 | 57 | 17 | 178 (48.5%) | 145 (39.5%) | 44 (12.0%) | 367 (100%) | 105 (56.1%) | 68 (36.4%) | 14 (7.5%) |
56 | 43 | 46 | 9 | 40 | 38 | 6 | 83 (45.6%) | 84 (46.2%) | 15 (8.2%) | 182 (100%) | 48 (53.3%) | 38 (42.2%) | 4 (4.4%) |
58 | 40 | 45 | 12 | 32 | 24 | 15 | 72 (42.9%) | 69 (41.1%) | 27 (16.1%) | 168 (100%) | 49 (57.6%) | 24 (28.2%) | 12 (14.1%) |
59 | 69 | 44 | 12 | 46 | 20 | 8 | 115 (57.8%) | 64 (32.2%) | 20 (10.1%) | 199 (100%) | 74 (69.8%) | 27 (25.5%) | 5 (4.7%) |
68 | 27 | 19 | 4 | 27 | 13 | 4 | 54 (57.4%) | 32 (34.0%) | 8 (8.5%) | 94 (100%) | 34 (72.3%) | 11 (23.4%) | 2 (4.3%) |
16 and/or 18 | 265 | 260 | 129 | 198 | 111 | 114 | 463 (39.8%) | 371 (34.4%) | 243 (22.6%) | 1077 (100%) | – | – | – |
Any HR-HPV | 651 | 556 | 197 | 619 | 362 | 199 | 1270 (43.0%) | 918 (35.5%) | 396 (15.3%) | 2584 (100%) | – | – | – |
HC2+ no HR-HPV | 236 | 88 | 5 | 704 | 147 | 9 | 940 (49.1%) | 235 (19.8%) | 14 (1.2%) | 1189 (100%) | – | – | – |
HC2 –ve | 3119 | 286 | 12 | 16,035 | 1211 | 34 | 19,154 (79.1%) | 1497 (7.2%) | 46 (0.22%) | 20,697 (100%) | – | – | – |
All women | 4006 | 930 | 214 | 17,358 | 1720 | 242 | 21,364 (92.5%) | 2650 (10.8%) | 456 (1.9%) | 24,470 (100%) | 1021 | 613 | 270 |
No. of HR-HPVs detected | 887 | 866 | 324 | 718 | 467 | 250 | 1605 | 1333 | 574 | 3512 | 1021 | 613 | 270 |
When prevalence of different HPV types was considered in 1904 women with a single type infection, types 16, 31 and 33 were more prevalent in high-grade than negative cytology.
Prevalence
The proportion of women with a single HR-HPV type who had moderate or worse cytology (right-hand side of Table 21) was 26% for HPV16, between 12% and 19% for HPV types 18, 31, 33 and 58, 7% to 9% for types 35, 45, 51 and 52, and less than 5% for types 39, 56, 59 and 68. The proportion with borderline or mild cytology ranged from 23% to 42% for the different high-risk types. Similar data for HPV16, HPV18 and other HR HPV types collectively are shown in Appendix 6, Table 63.
The proportion of different grades of cytology positive for HPV types 16, 18, 31, 45 and 52 is shown in Figure 15. This demonstrates graphically the increasing prevalence with cytology grade.
Prevalence rates for each HR-HPV type are shown in Table 22, both overall and by age group. HPV16 was the commonest genotype at all ages (overall prevalence 3.3%), followed by HPV52 (1.5%), HPV18 and HPV31 (both 1.3%), HPV51 (1.2%) and HPV39 (1.1%). There was a marked decline in the prevalence of HR-HPV with age, both overall (27.3% below age 30, 6.1% at age 30 or over) and for each HPV type, but less so for HC2 +ve samples in which no HR-HPV was detected (6.4% of women aged under 30, 4.5% at age 30–64).
Type | 20–29 years | 30–39 years | 40–49 years | 50–64 years | All ages | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n | % of all women | % of HR-HPV+ women | n | % of all women | % of HR-HPV+ women | n | % of all women | % of HR-HPV+ women | n | % of all women | % of HR-HPV+ women | n | % of all women | % of HR-HPV+ women | |
16 | 499 | (9.7) | 35.5 | 207 | (2.7) | 26.6 | 62 | (1.0) | 23.9 | 37 | (0.7) | 26.1 | 805 | (3.3) | 31.2 |
18 | 191 | (3.7) | 13.6 | 89 | (1.2) | 11.4 | 20 | (0.3) | 7.7 | 19 | (0.3) | 13.4 | 319 | (1.3) | 12.3 |
31 | 185 | (3.6) | 13.2 | 102 | (1.3) | 13.1 | 27 | (0.4) | 10.4 | 12 | (0.2) | 8.5 | 326 | (1.3) | 12.6 |
33 | 130 | (2.5) | 9.3 | 41 | (0.5) | 5.3 | 10 | (0.2) | 3.9 | 2 | (0.04) | 1.4 | 183 | (0.7) | 7.1 |
35 | 49 | (1.0) | 3.5 | 39 | (0.5) | 5.0 | 17 | (0.3) | 6.6 | 3 | (0.1) | 2.1 | 108 | (0.4) | 4.2 |
39 | 159 | (3.1) | 11.3 | 75 | (1.0) | 9.6 | 17 | (0.3) | 6.6 | 15 | (0.3) | 10.6 | 266 | (1.1) | 10.3 |
45 | 94 | (1.8) | 6.7 | 58 | (0.8) | 7.4 | 20 | (0.3) | 7.7 | 18 | (0.3) | 12.7 | 190 | (0.8) | 7.4 |
51 | 189 | (3.7) | 13.5 | 73 | (1.0) | 9.4 | 26 | (0.4) | 10.0 | 17 | (0.3) | 12.0 | 305 | (1.2) | 11.8 |
52 | 211 | (4.1) | 15.0 | 106 | (1.4) | 13.6 | 39 | (0.6) | 15.1 | 11 | (0.2) | 7.8 | 367 | (1.5) | 14.2 |
56 | 98 | (1.9) | 7.0 | 58 | (0.8) | 7.4 | 13 | (0.2) | 5.0 | 13 | (0.2) | 9.2 | 182 | (0.7) | 7.0 |
58 | 97 | (1.9) | 6.9 | 46 | (0.6) | 5.9 | 18 | (0.3) | 7.0 | 7 | (0.1) | 4.9 | 168 | (0.7) | 6.5 |
59 | 125 | (2.4) | 8.9 | 40 | (0.5) | 5.1 | 23 | (0.4) | 8.9 | 11 | (0.2) | 7.8 | 199 | (0.8) | 7.7 |
68 | 50 | (1.0) | 3.6 | 30 | (0.4) | 3.9 | 8 | (0.1) | 3.1 | 6 | (0.1) | 4.2 | 94 | (0.4) | 3.6 |
16 and/or 18 | 654 | (12.7) | 46.6 | 289 | (3.8) | 37.1 | 80 | (1.3) | 30.9 | 54 | (0.96) | 38.0 | 1077 | (4.4) | 41.7 |
Any HR-HPV | 1404 | (27.3) | 100 | 779 | (10.3) | 100 | 259 | (4.2) | 100 | 142 | (2.5) | 100 | 2584 | (10.6) | 100 |
HC2+ no HR-HPV | 329 | (6.4) | – | 368 | (4.8) | – | 270 | (4.4) | – | 222 | (4.0) | – | 1189 | (4.9) | – |
HC2 –ve | 3417 | (66.4) | – | 6452 | (84.9) | – | 5582 | (91.3) | – | 5246 | (93.5) | – | 20,697 | (84.6) | – |
All women | 5150 | (100) | – | 7599 | (100) | – | 6111 | (100) | – | 5610 | (100) | – | 24,470 | (100) | – |
HPV prevalence rates by age group and cytology are shown in Table 23 for HPV16, HPV18 without HPV16, and for other HR-HPVs combined. Below age 30 a high proportion of infected women carried two or more different HR-HPV types (44% of women with HPV16, 50% with HPV18 but not HPV16, 24% of all women with other HR-HPVs). Multiple infection was less common at age 30–64 (23% of women with HPV16, 20% with HPV18, 14% of women with other HR-HPVs). The proportion with moderate dyskaryosis or worse was 15.3% (396/2584) in women with any HR-HPV infection, 1.2% for HC2 +ves with no HR-HPV, and 0.22% for HC2 –ve women. The risk of moderate or worse cytology was highest in women infected with HPV16 irrespective of the presence of other HPVs (26.2% for HPV16 alone, 25.3% together with other HR-HPVs).
No. of women | HPV16 | HPV18, not HPV16 | HPV16 and/or 18 | HR-HPV, not 16/18 | HC2 +ve | HC2 –ve | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
Single HR-HPV | Multiple HR-HPV | Single HR-HPV | Multiple HR-HPV | No other HR | Other HR | HR-HPV | No HR HPV | ||||
Age | |||||||||||
20–29 | 5150 | 280 (5.4) | 219 (4.3) | 77 (1.5) | 78 (1.5) | 374 (7.3) | 280 (5.4) | 750 (14.6) | 1404 (27.3) | 329 (6.4) | 3417 (66.3) |
30–39 | 7599 | 158 (2.1) | 49 (0.6) | 65 (0.9) | 17 (0.2) | 225 (3.0) | 64 (0.8) | 490 (6.5) | 779 (10.3) | 368 (4.8) | 6452 (84.9) |
40–49 | 6111 | 51 (0.8) | 11 (0.2) | 15 (0.2) | 3 (0.1) | 68 (1.1) | 12 (0.2) | 179 (2.9) | 259 (4.2) | 270 (4.4) | 5582 (91.3) |
50–64 | 5610 | 27 (0.5) | 10 (0.2) | 14 (0.2) | 3 (0.05) | 43 (0.8) | 11 (0.2) | 88 (1.6) | 142 (2.5) | 222 (4.0) | 5246 (93.5) |
Cytology | |||||||||||
–ve | 21,364 | 235 (1.1) | 85 (0.4) | 96 (0.5) | 47 (0.2) | 340 (1.6) | 123 (0.6) | 807 (3.8) | 1270 (6.0) | 940 (4.4) | 19,154 (89.7) |
B/M | 2650 | 146 (5.5) | 131 (4.9) | 53 (2.0) | 41 (1.6) | 210 (7.9) | 161 (6.1) | 547 (20.6) | 918 (34.6) | 235 (8.9) | 1497 (56.5) |
Mod+ | 456 | 135 (29.6) | 73 (16.0) | 22 (4.8) | 13 (2.9) | 160 (35.1) | 83 (18.2) | 153 (33.6) | 396 (86.8) | 14 (3.1) | 46 (10.1) |
Total | 24,470 | 516 (2.1) | 289 (1.2) | 171 (0.7) | 101 (0.4) | 710 (2.9) | 367 (1.5) | 1507 (6.2) | 2584 (10.6) | 1189 (4.9) | 20,697 (84.6) |
Of the CIN2+ lesions found before round 2, 108/329 (33%) and 83/225 (37%) respectively, were identified in high-grade and low-grade cytological abnormalities, which were HR-HPV +ve but types 16/18 –ve.
Viral persistence
Detection of persistent HPV infection is important because it confers a high risk of developing high grade CIN. True persistence implies type-specific persistence but in terms of clinical utility it is also relevant to assess the effect of a persistent HC2 +ve result.
The prognostic significance of persistent as opposed to cleared infection has already been referred to. ARTISTIC provided an opportunity to examine the effect of HPV persistence and clearance between rounds 1 and 2 in terms of screening outcomes. Persistence data are presented as HC2, HC2/LBA+ and type-specific persistence. HC2 persistence does not represent evidence of a true persistent infection because one type could have been replaced by another type, but in terms of clinical utility it represents persistence of the positive standard HPV screening test result as the means of risk assessment. HC2/LBA+ excludes possible false-positive HPV results because a type has been detected and type-specific persistence provides the clearest evidence of a truly persistent infection by a specific oncogenic type. HC2 alone would be the most sensitive measure of HPV persistence, and type-specific persistence the most specific.
Table 24 shows HPV persistence in women with all cytology grades in round 1 over a range of intervals up to 48 months after round 1. The results beyond 6 months are hardly affected by clinical intervention. Treatment of CIN clears HPV in the majority of cases, but these results are based on the next HPV result after round 1, which would precede treatment except in women with high-grade cytology in round 1, most of whom would be treated within 6 months. Persistence rates are similar irrespective of the measure of HPV positivity, including HC2 with or without confirmation by LBA and various type-restricted analyses including HPV16 detection, declining from over 80% within 6 months to about 40% at 18–24 months and remaining around 20–30% from 2 to 4 years.
Round 1 | Second sample | Time (months) to second sample | No second sample | Total | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
<6 | 6–11.9 | 12–17.9 | 18–23.9 | 24–29.9 | 30–35.9 | 36–41.9 | 42–47.9 | 48+ | ||||
HC2+ | HC2+ | 363 | 487 | 296 | 64 | 29 | 59 | 79 | 39 | 45 | 1461 | |
HC2– | 66 | 391 | 352 | 81 | 53 | 159 | 200 | 95 | 116 | 1513 | ||
No. tested | 429 | 878 | 648 | 145 | 82 | 218 | 279 | 134 | 161 | 839 | 3813 | |
Persistence (%) | 84.6 | 55.5 | 45.7 | 44.1 | 35.4 | 27.1 | 28.3 | 29.1 | 28.0 | 49.1 | ||
HC2+/LBA+ | HC2+/LBA+ | 300 | 371 | 200 | 47 | 19 | 36 | 50 | 25 | 18 | 1066 | |
HC2 other | 57 | 220 | 213 | 57 | 48 | 102 | 111 | 64 | 95 | 967 | ||
No typed | 357 | 591 | 413 | 104 | 67 | 138 | 161 | 89 | 113 | 551 | 2584 | |
Persistence (%) | 84.0 | 62.8 | 48.4 | 45.2 | 28.4 | 26.1 | 31.1 | 28.1 | 15.9 | 52.4 | ||
HPV16+ | HPV16+ | 124 | 110 | 51 | 10 | 5 | 10 | 16 | 6 | 4 | 336 | |
Other | 19 | 78 | 61 | 15 | 18 | 37 | 39 | 22 | 30 | 319 | ||
No. tested | 143 | 188 | 112 | 25 | 23 | 47 | 55 | 28 | 34 | 150 | 805 | |
Persistence (%) | 86.7 | 58.5 | 45.5 | 40.0 | 21.7 | 21.3 | 29.1 | 21.4 | 11.8 | 51.3 | ||
HPV16+/18+a | HPV16+/18+ | 147 | 138 | 54 | 11 | 6 | 12 | 16 | 6 | 5 | 395 | |
Other | 29 | 111 | 96 | 25 | 28 | 49 | 54 | 31 | 39 | 462 | ||
No typed | 176 | 249 | 150 | 36 | 34 | 61 | 70 | 37 | 44 | 220 | 1077 | |
Persistence (%) | 83.5 | 55.4 | 36.0 | 30.6 | 17.7 | 19.7 | 22.9 | 16.2 | 11.4 | 46.1 | ||
HPV5types+b | HPV 5 types+ | 218 | 215 | 95 | 20 | 11 | 23 | 23 | 12 | 8 | 625 | |
Other | 38 | 148 | 133 | 35 | 32 | 79 | 80 | 42 | 63 | 650 | ||
No typed | 256 | 363 | 228 | 55 | 43 | 102 | 103 | 54 | 71 | 315 | 1590 | |
Persistence (%) | 85.2 | 59.2 | 41.7 | 36.4 | 25.6 | 22.6 | 22.3 | 22.2 | 11.3 | 49.0 |
Type-specific persistence rates are shown in Appendix 6, Table 68. These data are complicated by the fact that multiple infections are included but there were no major type-specific differences in persistence rates among the 13 high-risk types represented in the HC2 test.
Table 25 suggests similar HPV persistence rates in cytology –ve women in the concealed arm in whom there was no treatment intervention before round 2, but numbers are small for type-specific/restricted analyses.
Round 1 | Second sample | Time (months) to second sample | No second sample | Total | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
<6 | 6–11.9 | 12–17.9 | 18–23.9 | 24–29.9 | 30–35.9 | 36–41.9 | 42–47.9 | 48+ | ||||
HC2+ | HC2+ | 1 | 35 | 40 | 12 | 13 | 101 | |||||
HC2– | 1 | 63 | 85 | 41 | 38 | 228 | ||||||
No. tested | 2 | 98 | 125 | 53 | 51 | 222 | 551 | |||||
Persistence (%) | 50.0 | 35.7 | 32.0 | 22.6 | 25.5 | 30.7 | ||||||
HC2+/LBA+ | HC2+/LBA+ | 24 | 30 | 7 | 8 | 69 | ||||||
HC2 other | 28 | 33 | 23 | 24 | 108 | |||||||
No typed | 52 | 63 | 30 | 32 | 131 | 308 | ||||||
Persistence (%) | 46.2 | 47.6 | 23.3 | 25.0 | 39.0 | |||||||
HPV16+ | HPV16+ | 4 | 8 | 1 | 1 | 14 | ||||||
Other | 11 | 11 | 3 | 7 | 32 | |||||||
No. tested | 15 | 19 | 4 | 8 | 28 | 74 | ||||||
Persistence (%) | 26.7 | 42.1 | 25.0 | 12.5 | 30.4 | |||||||
HPV16+/18+a | HPV16+/18+ | 5 | 8 | 1 | 2 | 16 | ||||||
Other | 16 | 16 | 7 | 10 | 49 | |||||||
No typed | 21 | 24 | 8 | 12 | 47 | 112 | ||||||
Persistence (%) | 23.8 | 33.3 | 12.5 | 16.7 | 24.6 | |||||||
HPV5types+b | HPV 5 types+ | 13 | 11 | 3 | 3 | 30 | ||||||
Other | 24 | 26 | 12 | 15 | 77 | |||||||
No typed | 37 | 37 | 15 | 18 | 69 | 176 | ||||||
Persistence (%) | 35.1 | 29.7 | 20.0 | 16.7 | 28.0 |
The overall results (both arms combined) for HPV persistence in round 2 are shown in Table 26. This shows HPV persistence at 30–48 months of 28%, by HC2 but substantially lower rates for type-specific/restricted persistence of around 10–17%.
Round 1 | Round 2 | Time (months) to round 2 | No second sample | Total | ||
---|---|---|---|---|---|---|
30–35.9 | 36–41.9 | 42–47.9 | ||||
HC2+ | HC2+ | 202 | 221 | 84 | 507 | |
HC2– | 519 | 537 | 228 | 1284 | ||
No. tested | 721 | 758 | 312 | 2022 | 3813 | |
Persistence (%) | 28.0 | 29.2 | 26.9 | 28.3 | ||
HC2+/LBA+ | HC2+/LBA+ | 121 | 129 | 54 | 304 | |
HC2 other | 551 | 422 | 193 | 1166 | ||
No typed | 672 | 551 | 247 | 1114 | 2584 | |
Persistence (%) | 18.0 | 23.4 | 21.9 | 20.7 | ||
HPV16+ | HPV16+ | 29 | 29 | 9 | 67 | |
Other | 198 | 146 | 63 | 407 | ||
No. tested | 227 | 175 | 72 | 331 | 805 | |
Persistence (%) | 12.8 | 16.6 | 12.5 | 14.1 | ||
HPV16+/18+a | HPV16+/18+ | 34 | 29 | 10 | 73 | |
Other | 273 | 200 | 84 | 557 | ||
No typed | 307 | 229 | 94 | 447 | 1077 | |
Persistence (%) | 11.1 | 12.7 | 10.6 | 11.6 | ||
HPV5types+b | HPV 5 types+ | 62 | 52 | 22 | 136 | |
Other | 395 | 282 | 126 | 803 | ||
No typed | 457 | 334 | 148 | 651 | 1590 | |
Persistence (%) | 13.6 | 15.6 | 14.9 | 14.5 |
The impact of HPV persistence on cytology in round 2, in terms of odds ratios, is shown in Table 27 excluding those who had been treated in round 1. Abnormal cytology rates (borderline +) are consistently around 40% for women with persistence. The round 2 abnormality rate is only 4.8% in woman who had become HC2 –ve, but substantially higher (11–15%) in those who had become negative by the other more specific but less sensitive measures of HPV. It is therefore clear that women who have persistent HPV infection over 3 years are at considerable risk of developing an abnormality. When the results are compared between the arms, there are no striking differences (Table 28).
Round 1 | Round 2 | Abnormal cytology | Negative cytology | OR | (95% CI) | p-value | ||
---|---|---|---|---|---|---|---|---|
n | % | n | % | |||||
HC2+ | HC2+ | 155 | 33.8 | 304 | 66.2 | 10.22 | (7.05 to 14.80) | < 0.001 |
HC2- | 51 | 4.8 | 1022 | 95.3 | ||||
HC2+/LBA+ | HC2+/LBA+ | 98 | 35.6 | 177 | 64.4 | 4.35 | (3.09 to 6.11) | < 0.001 |
HC2 other | 94 | 11.3 | 738 | 88.7 | ||||
HPV16+ | HPV16+ | 26 | 42.6 | 35 | 57.4 | 4.34 | (2.24 to 8.39) | < 0.001 |
Other | 32 | 14.6 | 187 | 85.4 | ||||
HPV16+/18+a | HPV16+/18* | 28 | 42.4 | 38 | 57.6 | 4.73 | (2.59 to 8.63) | < 0.001 |
Other | 46 | 13.5 | 295 | 86.5 | ||||
HPV5types+b | HPV 5 types+ | 45 | 36.6 | 78 | 63.4 | 3.145 | (2.190 to 5.43) | < 0.001 |
Other | 73 | 14.3 | 436 | 85.7 |
Round 1 | Second sample | Concealed arm | Revealed arm | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Abnormal cytology | Negative cytology | Total n | Abnormal cytology | Negative cytology | Total n | ||||||
n | % | n | % | n | % | n | % | ||||
HC2+ | HC2+ | 30 | 35.7 | 54 | 64.3 | 84 | 63 | 28.5 | 158 | 71.5 | 221 |
HC2– | 3 | 1.6 | 181 | 98.4 | 184 | 22 | 3.8 | 550 | 96.2 | 572 | |
HC2+/LBA+ | HC2+/LBA+ | 23 | 39.0 | 36 | 61.0 | 59 | 40 | 31.2 | 88 | 68.8 | 128 |
HC2 other | 6 | 6.5 | 86 | 93.5 | 92 | 30 | 8.4 | 328 | 91.6 | 358 | |
HPV16+ | HPV16+ | 4 | 36.4 | 7 | 63.6 | 11 | 14 | 50.0 | 14 | 50.0 | 28 |
Other | 2 | 7.4 | 25 | 92.6 | 27 | 14 | 14.6 | 82 | 85.4 | 96 | |
HPV16+/18+a | HPV16+/18* | 5 | 41.7 | 7 | 58.3 | 12 | 14 | 46.7 | 16 | 53.3 | 30 |
Other | 5 | 11.4 | 39 | 88.6 | 44 | 21 | 13.7 | 132 | 86.3 | 153 | |
HPV5types+b | HPV 5 types+ | 10 | 40.0 | 15 | 60.0 | 25 | 21 | 34.4 | 40 | 65.6 | 61 |
Other | 9 | 13.2 | 59 | 86.8 | 68 | 24 | 11.2 | 191 | 88.8 | 215 |
Economic results
The economic evaluation concentrated on performing cost analyses to observe whether there were significant differences in screening and managing the women in the concealed and revealed arms. Age-related comparisons and age-adjustments were made where appropriate.
Cost analyses
For the cost analyses, resource-use events experienced by all 24,510 women in the trial were identified in the trial data sets and costed accordingly. The items of resources used by individual women covered the protocol-driven events and additional events of relevance, such as follow-up cervical cytology tests arranged by GPs for women who were negative in round 1, or colposcopy clinic follow-up visits for surveillance. The cost analyses generated a mean cost per woman, according to trial arm, for the trial itself and for other scenarios with alternative screening policies.
Unit costs
Primary care costs
These costs apply to the resources involved in screening women in general practice surgeries or community clinics where cervical samples were taken for cytological examination and/or HPV testing. The two main resource components were: administration, inclusive of postal invitations to attend for screening; and staff costs for screening consultations. Administration costs were obtained from the English pilot of LBC implementation41 and inflated to the 2006–7 financial year. 59 The mean duration of screening consultations was adopted from the English pilots (13:45 minutes, 95% CI 12:25 to 15:05 minutes) and weighted according to the likelihood that a GP or a practice nurse would be the sample taker (on four-fifths of occasions the sample taker was a nurse). 41 Staff time was costed accordingly (see Table 29).
Cost items | Sources of resource use and cost data | Cost (£) |
---|---|---|
Invitation letter | Pilot estimate inflated from 2002 to 2006 costs41 | 3.43 |
Cost/min of GP time | Unit Costs of Health and Social Care – 200639 | 2.20 |
Cost/min of practice nurse time | Unit Costs of Health and Social Care – 200639 | 0.43 |
Weighted cost of consultation | Pilot (weights) and Unit Costs of Health and Social Care – 200639 | 10.78 |
Total cost of consultation for sample taking | 14.21 |
Laboratory transport in primary care
General practices are normally served by hospital laboratory transport systems. We assumed that the arrangements for conveying cervical sample vials would remain unaltered and the costs would be unaffected.
Cytology laboratory costs
In determining mean costs for examinations of LBC samples, three distinct cost components were identified: laboratory equipment, consumables and staffing needed for processing the ThinPrep vials containing the cellular material; staining of the processed slides, ready for examination; and reading and reporting the slides.
Our modelling of laboratory configurations for processing LBC samples showed that the most advantageous scenario financially, from the perspective of the English NHSCSP, assumed that each of the 28 subregions within the nine QARCs had at least one centralised processing laboratory with satellite laboratories where the slides were reported. Five-yearly contracts for leasing Thinprep T3000 and T2000 processors would be placed by the QARCs on behalf of the laboratory networks, giving a total cost for England including VAT of £14,807,000. 43 As the national workload of cervical slides in 2004–5 was 4,022,269, the total processing cost per slide would be £3.68. Consequently, an LBC equipment cost per slide of £3.15 (excl. VAT), inclusive of consumables and labour, was adopted for the ARTISTIC base-case cost analyses. For a sensitivity analysis, the cost per slide was varied between £3.00 and £4.20.
Staining of LBC slides for women in the ARTISTIC trial was undertaken in each of the two cytology laboratories. The costs of staining activities were obtained from the study of LBC pilot sites41 and were uplifted to 2006 prices, giving a staining cost per slide of 25 pence.
Examination and reporting of LBC slides for ARTISTIC women was undertaken in the two laboratories. Mean times (minutes) were obtained from the timing surveys for the initial (primary) screening of all prepared slides, rapid review of negative slides, checking of abnormal slides and secondary reading of abnormal slides by cytopathologists. 44 As there was very little difference in the mean times recorded in the second and third surveys, the means for the different activities recorded during the final survey in the Manchester laboratory were used for the calculations of the cytoscreener and biomedical scientist labour costs (see Table 30).
Examination stage | Source | Duration in minutes (including reporting time) (SD) |
---|---|---|
Primary reading | Timing survey of cytoscreeners and BMSs44 | 5:40 (1:52) |
Rapid review | aNHSCSP Recommendations60 | 1:30 |
Timing survey of cytoscreeners and BMSs44 | 2:05 (0:27) | |
Checking | Timing survey of cytoscreeners and BMSs44 | 5:40 (1:52) |
Secondary reading | Timing survey of cytopathologists44 | 6:23 (2:00) |
When attributing salary costs to the different grades of laboratory staff (Table 31) the mid-scale point for the corresponding band in the newly introduced Agenda for Change salary structure was applied. NHS employer’s costs were also included (that is, the employer’s national insurance contribution plus 14% of salary for employer’s contribution to superannuation). Cytoscreeners are recommended not to screen for more than 2 hours continuously. 60 In the cost analyses 16.7% was added to the corresponding staff costs. However, the unit costs for laboratory activities do not include overhead charges because they were the same for both arms.
Laboratory staff grade | Source | Cost/minute (£) |
---|---|---|
Cytoscreener | Agenda for Change40 | 0.22 |
Biomedical scientist | Agenda for Change40 | 0.26 |
Pathologist | Unit Costs of Health and Social Care – 2006 (no allowance for qualificationsa)39 | 0.98 |
Pathologist | Unit Costs of Health and Social Care – 2006 (including qualifications allowancea)39 | 1.22 |
For the cost analyses, two types of costs for LBC samples were calculated (see Table 32): the costs associated with a negative or an inadequate sample (with the prepared slide requiring only primary screening and rapid review), and the costs associated with an abnormal sample (where the prepared slide would require primary screening, checking and secondary screening by a cytopathologist).
Laboratory component | Cost (£) of negative/inadequate sample | Cost (£) of abnormal sample |
---|---|---|
LBC equipment costs (including staff costs) | 3.15 | 3.15 |
Staining of slides | 0.25 | 0.25 |
Reading and reporting slides | 1.72 | 9.00 |
Adjustment for breaks | 0.29 | 0.23 |
Total cost | 5.41 | 12.73 |
Virology laboratory costs for HPV testing
When deriving unit costs for the HC2 technology used for HPV testing, the estimates were based on a general assumption that HPV testing had been introduced throughout the English NHSCSP. Alternative scenarios for adopting the technology were considered: primary screening jointly with LBC and HPV testing (as in the revealed arm of the trial); HPV testing as a triage for women with borderline or mild LBC results; and HPV testing as the primary screening with LBC used to triage women with +ve HPV results. Each of the scenarios was associated with a specific set of costs. However, in accordance with the cytology costs, laboratory overhead costs were not included.
The HC2 assaying technique for HPV DNA testing, developed by QIAGEN, is performed using either a manual or an automated system of equipment. A single manual system, as used for ARTISTIC, processes 88 samples in a 4-hour period; the maximum capacity for an automated system is 352 samples per 4-hour run. Systems may be purchased or leased. Most consumable products are standard laboratory items; the main exceptions are reagents and, when the samples being tested are in an LBC medium, the kits needed for converting the fluid in the LBC vials. However, if HPV testing were adopted as the sole method for primary screening, a different type of cervical sampler would be used by sample takers that did not require conversion before DNA analysis. Laboratory staff costs for the manual and automated systems were derived, based on the mid-point of the biomedical scientist pay rate band. 40 Durations of time spent by technical staff in operating the two types of systems were assessed from observational fieldwork for the manual system in the ARTISTIC virology laboratory and projections for the automated system.
Contract prices for purchasing or leasing HC2 systems were provided by QIAGEN according to a range of assumptions over the annual capacity required to process HPV samples for the English NHSCSP. However, as the prices were provided in confidence, the unit costs in Table 33 also include consumables and staff costs. Again, VAT is omitted. The table presents costs for two scenarios: HPV DNA testing of LBC samples (the cost of the LBC vial is not included), and HPV testing on cervical samples collected solely for that purpose (that is, if HPV testing was adopted as a ‘stand-alone’ test using a QIAGEN sampler kit). In the revealed arm, HPV tests were repeated for some women without the cytology being examined. A cost per event of £17.91 was derived, which took account of the primary care consultation, the LBC cervical sampler and the virology test.
Test volume per annum | HPV on LBC sample | HPV sample only | ||
---|---|---|---|---|
Manual systems | Automated systems | Manual system | Automated systems | |
240,000 | £10.57 | £10.38 | £10.06 | £9.87 |
500,000 | £10.36 | £10.11 | £9.83 | £9.58 |
4,000,000 | £7.00 | £6.61 | £6.25 | £5.87 |
Colposcopy-related costs
The work activity survey of colposcopy clinics participating in the ARTISTIC trial revealed variations in clinical policies with respect to treating women at their first attendance (‘see and treat’) and retaining women on review by performing follow-up colposcopies and/or cervical samples. So, rather than relying on national reference costs, the finance departments for seven hospital trusts responsible for the ARTISTIC clinics were asked to provide their unit costs for these colposcopy-related events, including histology examinations of biopsied samples. Six trusts responded, although at differing levels of comprehensiveness, partly as the result of NHS reference cost purposes; there has not been a national requirement to fully identify costs for procedures performed on an outpatient basis. However, two trusts did assist in a detailed manner. Central Manchester & Manchester Children’s (CM&MC) Hospitals NHS Trust undertook a cost accounting exercise by firstly formulating care pathways for women referred for colposcopy. Average trust unit costs were derived based on 2006–7 financial and activity data at St Mary’s Hospital for a new colposcopy clinic attendance and a follow-up attendance. These prices took account of the types of biopsies performed, histological examinations made and cervical samples taken, and included labour costs and overheads. Salford Royal NHS Foundation Trust provided instead specific costs for the different colposcopy-related activities drawn from the trust’s reference cost submission for 2005–6 (Table 34).
Clinical activity | Trust’s unit cost (£)a | |
---|---|---|
CM&MC (St Mary’s Hospital) | Salford Royal | |
Colposcopy (OPCOP1) | 253.78 | |
New referral (average unit cost) | 300.51 | |
Follow-up attendance (average unit cost) | 150.26 | |
Biopsy of cervix uteri (OPBCU1) | ||
Punch biopsy | [98] | 181.68 |
Ring (loop) biopsy | [293] | 181.68 |
Other specified or unspecified | 181.68 | |
Cervical LBC test performed in clinic | [49] | 87.18 |
Histology: reporting on | ||
Punch biopsy | [58] | 47 |
Large loop excision | [85] | 49 |
Loop biopsy or diathermy | [91] | 49 |
Cone biopsy | [79] | 49 |
Other biopsy | 56.53 | |
Simple hysterectomy | [119] | |
Radical hysterectomy | [191] | |
Upper genital tract major procedure (hysterectomy) | ||
Hysterectomy | 4920 | |
Inpatient elective | 4197.95 | |
Inpatient non-elective | 5746.66 |
The average annual costs for new and follow-up colposcopies (£300.51 and £150.26 respectively) were adopted for the main cost analyses, while the detailed unit costs for specific resource events (e.g. biopsies and histological examinations) recorded for women individually were used in a sensitivity analysis. This was proposed because the colposcopy clinic for St Mary’s Hospital serves an academic department of obstetrics and gynaecology, and so the clinic’s pattern of colposcopic activities and associated costs may not have been fully representative of the colposcopic management of ARTISTIC women in general. Also, during the trial, most women who chose to undergo colposcopy after repeated HPV +ve test results were examined at the St Mary’s clinic. LBC samples were usually taken in the clinics by using the SurePath technique and that was reflected in the colposcopy costs.
Resource use
Duration of follow-up
The cost analyses were based on resource-generating events recorded for individual trialists between the date of their round 1 LBC sample in the trial until 1 May 2007. Within that period, events were recorded during round 2 for 12,615 women in the revealed arm (68.6%) and 4150 women in the concealed arm (67.8%). Table 35 shows that the mean duration for all the 24,510 women was 4.8 years, and there was almost no difference between the two arms in terms of mean, minimum and maximum numbers of years. Overall, about 4000 women were followed up for 5.5 years or longer.
Trial arm | Mean (years) | n | SD | Median (years) | Minimum (years) | Maximum (years) | Range (years) |
---|---|---|---|---|---|---|---|
Concealed | 4.83 | 6124 | 0.57 | 4.87 | 2.85 | 5.83 | 2.98 |
Revealed | 4.82 | 18,386 | 0.58 | 4.87 | 2.87 | 5.83 | 2.96 |
Total | 4.82 | 24,510 | 0.58 | 4.87 | 2.85 | 5.83 | 2.98 |
Screening tests in primary care
Table 36 shows the numbers of adequate LBC samples and HPV tests per woman that were analysed throughout the duration of the trial until 1 May 2007 (that is, during the first and second rounds). The cervical samples were taken in GP surgeries and community clinics.
Adequate LBC tests per woman in round 1 | Concealed | Revealed – HPV tests per woman in round 1 | Total | ||||||
---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | |||
Adequate LBC tests per woman in round 2 | Concealed | Revealed – HPV tests per woman in round 2 | Total | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||||
1 | 5401 | 15,119 b | 792 | 47 | 0 | 0 | 0 | 0 | 15,958 |
2 | 124 | 179 | 325 b | 64 | 4 | 0 | 0 | 0 | 572 |
3 | 240 | 152 | 246 | 315 b | 24 | 0 | 0 | 0 | 737 |
4 | 256 | 95 | 173 | 227 | 268 b | 8 | 0 | 0 | 771 |
5 | 87 | 33 | 63 | 66 | 66 | 59 b | 3 | 0 | 290 |
6 | 15 | 6 | 11 | 9 | 10 | 8 | 5 b | 0 | 49 |
7 | 1 | 1 | 2 | 0 | 4 | 1 | 0 | 1 b | 9 |
Total | 6124 | 15,585 | 1612 | 728 | 376 | 76 | 8 | 1 | 18,386 |
0 | [1974]a | [5771]a | 90 | 7 | 0 | 0 | 0 | 5868 | |
1 | 3650 | 809 | 9784 b | 406 | 16 | 2 | 0 | 11,017 | |
2 | 350 | 64 | 352 | 530 b | 43 | 0 | 0 | 989 | |
3 | 104 | 13 | 62 | 103 | 178 b | 13 | 1 | 370 | |
4 | 31 | 2 | 10 | 28 | 24 | 52 b | 2 | 118 | |
5 | 13 | 0 | 3 | 1 | 3 | 10 | 3 b | 20 | |
6 | 2 | 0 | 1 | 0 | 0 | 2 | 1 | 4 | |
Total | 6124 | 6659 | 10,302 | 1075 | 264 | 79 | 7 | 18,386 |
In the revealed arm, women who were cytology –ve but HPV +ve in round 1 were invited to return after 12 months for an HPV test only, and again at 24 months in some cases. As a result, in Table 36, 942 revealed women in round 1 and 580 revealed women in round 2 had HPV tests without cytological examination of the cervical sample (the numbers of ‘stand-alone’ HPV tests appear above the cells identified in bold). Occasionally a cervical sample was taken from a woman using the conventional Papanicolaou method, but for convenience, these smears have been categorised as LBC. In addition, a small proportion of LBC samples were classified as ‘inadequate’ for cytological examination. Because of a technicality, these events were not recorded in the trial database. So, in the baseline analyses we accounted for an inadequate rate of 2.5%, which was the LBC inadequate rate recorded in the Central Manchester Laboratory in 2007, by adding 2.5% of the cost of an inadequate sample to the cost of each adequate smear. During the study, very few vials with insufficient cellular medium for HPV testing were transferred to the Virology Department. These vials were immediately rejected and did not incur processing costs. As a consequence, when deriving the cost for HPV testing, no allowance was made for inadequate specimens.
Colposcopy-related resource use
The ARTISTIC Trial’s colposcopy database was analysed to identify the frequency of the women’s colposcopy clinic attendances and the clinical procedures performed. A total of 1567 women underwent colposcopy in round 1 and 358 women in round 2; almost 80% were in the Revealed arm in each round. Tables 37 and 38 indicate that there was no statistical difference between the two arms in terms of the age distribution of the women undergoing colposcopy, the mean age overall being 33 years.
Mean | No. (%) of women | SD | |
---|---|---|---|
Round 1 | |||
Concealed | 34.01 | 320 (20.4) | 10.06 |
Revealed | 32.96 | 1247 (79.6) | 10.10 |
Total | 33.18 | 1567 (100.0) | 10.10 |
Round 2 | |||
Concealed | 32.35 | 74 (20.7) | 9.48 |
Revealed | 33.17 | 284 (79.3) | 10.29 |
Total | 33.00 | 358 (100.0) | 10.12 |
Age group (years) | Total | ||||||
---|---|---|---|---|---|---|---|
< 25 | 25–34 | 35–44 | 45–54 | > 54 | |||
Round 1 | |||||||
Concealed n (%) | 61 (19.1) | 124 (38.8) | 83 (25.9) | 41 (12.8) | 11 (3.4) | 320 (100.0) | |
Revealed n (%) | 317 (25.4) | 445 (35.7) | 305 (24.4) | 133 (10.7) | 47 (3.8) | 1247 (100.0) | |
Round 2 | |||||||
Concealed n (%) | 18 (24.3) | 28 (37.8) | 18 (24.3) | 9 (12.2) | 1 (1.4) | 74 (100.0) | |
Revealed n (%) | 73 (25.7) | 101 (35.6) | 60 (21.1) | 39 (13.7) | 11 (3.9) | 284 (100.0) |
As reported in the Methods section, the key cost-generating events for women referred for colposcopy are: colposcopic examinations, biopsies taken, treatments performed, histological examinations and cervical samples. Hysterectomies may also be performed.
Two-thirds of all women undergoing colposcopy in round 1 had one or more follow-up clinic attendances (Table 39). The patterns of follow-up attendances were generally similar within each arm, so overall, 20.5% of all attendances were made by concealed women and 79.5% were made by revealed women.
Round 1 | Attendances at colposcopy clinics | Total attendances | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
1st (new) | Follow-up attendances | |||||||||
1st | 2nd | 3rd | 4th | 5th | 6th | 7th | 8th | |||
Round 2 | Attendances at colposcopy clinics | Total attendances | ||||||||
1st (new) | Follow-up attendances | |||||||||
1st | 2nd | 3rd | 4th | 5th | ||||||
Concealed | 320 | 221 | 128 | 39 | 16 | 7 | 2 | 1 | 0 | 734 |
% of total women | 69.1% | 40.0% | 12.2% | 5.0% | 2.2% | 0.6% | 0.3% | 20.5% | ||
Revealed | 1247 | 819 | 469 | 208 | 70 | 28 | 9 | 2 | 2 | 2854 |
% of total women | 65.7% | 37.6% | 16.7% | 5.6% | 2.2% | 0.7% | 0.2% | 0.2% | 79.5% | |
Total women | 1567 | 3588 | ||||||||
p test, chi-squared | 0.253 | 0.432 | 0.049 | 0.667 | 0.950 | 0.853 | 0.579 | 0.473 | ||
Concealed | 74 | 38 | 6 | 1 | 1 | 120 | ||||
% of total women | 51.4% | 8.1% | 1.4% | 1.4% | 21.8% | |||||
Revealed | 284 | 110 | 30 | 6 | 1 | 431 | ||||
% of total women | 38.7% | 10.6% | 2.1% | 0.4% | 78.2% | |||||
Total women | 358 | 551 | ||||||||
p test, chi-squared | 0.050 | 0.532 | 0.674 | 0.304 |
In round 2, 51.4% of the women undergoing colposcopy in the concealed arm attended a clinic on two occasions compared with 38.7% in the revealed arm, a difference bordering on statistical significance. However, the time span for recording colposcopy attendances in the ARTISTIC dataset for round 2 was shorter than for round 1.
When undergoing colposcopy, 11.6% (37/320) of the concealed women and 20.1% (251/1247) of the revealed women in round 1 did not have a biopsy taken (chi-squared p = 0.001), a reflection of the volume of HPV +ve women who were simply examined colposcopically. However, for the women who were biopsied, the mean number of biopsies per person was 1.59 in the concealed arm and 1.54 in the revealed arm.
In round 1, 60.3% (193/320) of the concealed women and 50.7% (632/1247) of the revealed women underwent treatment (chi-squared p = 0.003). In round 2, the comparative results were 35.1% (26/74) concealed and 24% (68/284) revealed (p = 0.072). There may have been under-recording of treatments in round 2, however, because of the restricted follow-up period, as Table 40 indicates.
Round 1 | Attendances at colposcopy clinic at which treatment was performed | Total women treated | |||||||
---|---|---|---|---|---|---|---|---|---|
1st (new) | Follow-up attendances | ||||||||
1st | 2nd | 3rd | 4th | 5th | 6th | 7th | |||
Round 2 | Attendances at colposcopy clinic at which treatment was performed | Total women treated | |||||||
1st (new) | Follow-up attendances | ||||||||
1st | 2nd | 3rd | |||||||
Concealed | 66 (34.2%) | 108 (56%) | 13 (6.7%) | 5 (2.6%) | 1 (0.5%) | 0 | 0 | 0 | 193 (100%) |
Revealed | 225 (35.6%) | 336 (53.2%) | 42 (6.6%) | 19 (3%) | 7 (1.1%) | 2 (3.2%) | 0 | 1 (1.6%) | 632 (100%) |
Total | 291 | 444 | 55 | 24 | 8 | 2 | 0 | 1 | 825 |
p test, chi-squared | 0.289 | 0.016 | 0.547 | 0.960 | 0.577 | ||||
Concealed | 11 (42.3%) | 14 (53.8%) | 1 (3.8%) | 26 (100%) | |||||
Revealed | 19 (27.9%) | 45 (66.2%) | 4 (5.9%) | 68 (100%) | |||||
Total | 30 | 59 | 5 | 94 | |||||
p test, chi-squared | 0.024 | 0.526 | 0.970 |
Many women also had cervical samples taken when attending the clinics. Altogether during round 1, 607 smears were recorded for the concealed arm, and 2448 for the revealed arm (mean per woman undergoing colposcopy 1.90 and 1.96 respectively). The rates for round 2 were noticeably lower [1.27 (94/74) and 1.09 (309/284) respectively].
Seven women with abnormal cervical cytology were referred for a hysterectomy. They were in round 1; three were in the concealed arm and four were in the revealed arm.
Trial costs
Cost comparisons between randomised arms were carried out for round 1 and for the ARTISTIC trial overall. The costed events conform with the trial protocol; that is, LBC screening alone for the concealed arm, and LBC screening and HPV testing for the revealed arm. The consolidated costs incorporated in the baseline cost analyses for the trial and the additional scenarios (2, 3a and 3b) are presented in Table 41. The table also identifies the numbers of resource use events in the concealed and revealed arms to which the costs were attributed. The time period covered by round 1 was the first 30 months after a woman’s valid round 1 sample, and the cost results for the full trial covered all resource events in both rounds 1 and 2 until 1 May 2007.
Resource item | Cost (£) 2006 | Numbers of resource use events | |||
---|---|---|---|---|---|
Round 1 | Full trial | ||||
Concealed (6124 women) | Revealed (18,386 women) | Concealed (6124 women) | Revealed (18,386 women) | ||
Primary care | |||||
Sample taking consultation (adequate samples only) | 14.21 | 7925 | 24,204 | 12,788 | 38,905 |
Cytology laboratory | |||||
Negative LBC sample | 5.41 | 6513 | 19,842 | 11,030 | 33,511 |
Abnormal LBC sample | 12.73 | 1412 | 4362 | 1758 | 5394 |
Adjustment for inadequate samples (2.5%) | 0.48 | ||||
Virology laboratory | |||||
HPV test on LBC sample | 6.61 | 23,067 | 36,662 | ||
NA | NA | ||||
Repeat HPV test (LBC sample taking consultation plus test) | 17.98 | 963 | 1237 | ||
Colposcopy clinic | |||||
New attendance | 300.51 | 320 | 1247 | 394 | 1531 |
Follow-up attendance | 150.26 | 414 | 1607 | 460 | 1754 |
Inpatient treatment | |||||
Hysterectomy | 4920 | 3 | 4 | 3 | 4 |
The mean costs per woman for round 1 and the full trial are presented in Table 42. These costs incorporate all cytology-, virology- and colposcopy-related events. In round 1, the mean (SD) cost per concealed woman was £55.97 (£177.87), (95% CI, £51.52 to £60.42); the mean (SD) cost for the revealed arm was significantly greater at £72.40 (£174.63), (95% CI, £69.88 to £74.92) (p < 0.001). The difference between the mean (SD) costs over the two screening rounds was equally significant: £77.10 (£186.99), (95% CI, £72.42 to £81.78) for the concealed arm compared with £99.96 (£187.41), (95% CI, £97.25 to £102.67) for the revealed arm (p < 0.001).
Trial arm | ARTISTIC trial mean cost per woman | ||
---|---|---|---|
Round 1 | Full trial | ||
Concealed (n = 6124) | Mean cost (£) | 55.97 | 77.10 |
95% CI | 51.52 to 60.42 | 72.42 to 81.78 | |
SD | 177.87 | 186.99 | |
Revealed (n = 18,386) |
Mean cost (£) | 72.40 | 99.96 |
95% CI | 69.88 to 74.92 | 97.25 to 102.67 | |
SD | 174.63 | 187.41 | |
Total (n = 24,510) | Mean cost (£) | 68.30 | 94.25 |
95% CI | 66.1 to 70.5 | 91.9 to 96.6 | |
SD | 175.58 | 187.56 | |
p-value | p < 0.001 | p < 0.001 |
Mean costs were calculated for age groups, banded in 5-year intervals, to observe differentials both across age ranges and between arms within age bands (Table 43).
Age groups | ARTISTIC round 1 | ARTISTIC full trial | |||
---|---|---|---|---|---|
Concealed arm | Revealed arm | Concealed arm | Revealed arm | ||
20–24 | Mean cost | 81.41 | 129.27 | 106.73 | 165.28 |
95% CI | 67.48 to 95.34 | 119.07 to 139.47 | 91.67 to 121.79 | 154.2 to 176.36 | |
n | 647 | 1952 | 647 | 1952 | |
25–29 | Mean cost | 84.16 | 99.56 | 110.50 | 129.44 |
95% CI | 69.21 to 99.11 | 90.93 to 108.19 | 94.19 to 126.81 | 120.01 to 138.87 | |
n | 645 | 1945 | 645 | 1945 | |
30–34 | Mean cost | 64.72 | 80.14 | 86.09 | 109.20 |
95% CI | 50.3 to 79.14 | 73.75 to 86.53 | 71.24 to 100.94 | 102.21 to 116.19 | |
n | 927 | 2759 | 927 | 2759 | |
35–39 | Mean cost | 47.78 | 69.26 | 70.92 | 95.81 |
95% CI | 39.9 to 55.66 | 66.77 to 71.75 | 62.11 to 79.73 | 88.25 to 103.37 | |
n | 965 | 2982 | 965 | 2982 | |
40–44 | Mean cost | 58.43 | 65.04 | 76.72 | 91.19 |
95% CI | 43.11 to 73.75 | 57 to 73.08 | 61.11 to 92.33 | 82.82 to 99.56 | |
n | 828 | 2551 | 828 | 2551 | |
45–49 | Mean cost | 43.30 | 54.66 | 62.65 | 81.86 |
95% CI | 35.76 to 50.84 | 49.5 to 59.82 | 54.36 to 70.94 | 76.2 to 87.52 | |
n | 685 | 2032 | 685 | 2032 | |
50–54 | Mean cost | 44.62 | 46.56 | 66.01 | 70.89 |
95% CI | 26.69 to 62.55 | 42.15 to 50.97 | 47.64 to 84.38 | 66.08 to 75.7 | |
n | 623 | 1755 | 623 | 1755 | |
55–59 | Mean cost | 30.89 | 43.46 | 46.40 | 66.74 |
95% CI | 24.39 to 37.39 | 38.77 to 48.15 | 39.62 to 53.18 | 61.68 to 71.8 | |
n | 500 | 1473 | 500 | 1473 | |
60–64 | Mean cost | 27.69 | 37.19 | 42.26 | 58.51 |
95% CI | 20.88 to 34.5 | 33.06 to 41.32 | 34.99 to 49.53 | 53.68 to 63.34 | |
n | 304 | 937 | 304 | 937 | |
Total | Mean cost | 55.97 | 72.40 | 77.10 | 99.96 |
95% CI | 51.52 to 60.42 | 69.88 to 74.92 | 72.42 to 81.78 | 97.25 to 102.67 | |
n | 6124 | 18,386 | 6124 | 18,386 |
In the revealed arm, women aged 20–24 years had the highest mean cost both in round 1 and in the full trial, a finding attributable to higher rates of HPV infection among the youngest women. In the concealed arm, the slightly older age group, 25–29 years, had the highest mean costs in both scenarios. Figure 16 demonstrates how, across the age spectrum, there was generally a systematic decline in mean costs from the youngest to the oldest age groups in the two arms. Observed deviations from this trend in the concealed arm were attributable to the high cost of a hysterectomy procedure.
Costs for alternative screening policies
Based on the trial data, alternative scenarios for sequences of LBC and HPV tests and protocols for managing women were analysed. For ease of reference, the protocols for managing women according to the scenarios are described in Box 1, and illustrated in flow charts in Figures 17 and 18.
The ARTISTIC trial protocol for Round 1, and for the full trial (Figure 17).
Scenario 2Primary screening with LBC; women with borderline or mild dyskaryotic results to be triaged by HPV testing on the LBC smear sample;
-
those with a positive HPV result to be referred for colposcopy
-
those with a negative HPV result would return to routine recall.
All women with moderate or worse cytology to be referred for colposcopy.
All women with normal cytology would return to routine recall.
Scenario 3aPrimary screening with HPV testing using QIAGEN HPV cervical samplers; women with a positive result to be advised to be resampled in primary care with an LBC cervical sampler for cytological examination;
-
those with an abnormal LBC report to be referred for colposcopy
-
those with a normal LBC report to have a second HPV test at 12 months; if the result is positive, they would be referred for colposcopy; if the result is negative, they would return to routine recall.
All women with a negative HPV result would return to routine recall.
Scenario 3bPrimary screening with HPV testing using LBC cervical samplers; women with a positive result to have the cytology examined promptly;
-
those with an abnormal LBC report to be referred for colposcopy
-
those with a normal LBC report to have a second HPV test at 12 months; if the result is positive, they would be referred for colposcopy; if the result is negative they would return to routine recall.
All women with a negative HPV result would return to routine recall.
The trial protocol included a further permutation: revealed women with borderline or mild dyskaryosis in round 1 were to be recalled at 24 months even if their 12-month cytology and HPV results were negative (see Figure 2).
Before analysing the scenarios for alternative screening policies, the following adjustments were made to the cost inputs for the alternative screening scenarios, the resource use events having occurred within the first 30 months:
-
For scenario 2, involving primary screening with LBC, and HPV testing to triage women with borderline or mild cytological changes. About 10% of all screened women would be affected. Hence the HPV test cost would be £10.11 based on a national workload of about 500,000 tests per year. As those women in the revealed arm with negative LBC reports would not be tested for HPV, they would have a £0 costs for colposcopy.
-
For scenario 3, in which HPV testing is the method for primary screening, women who have a positive test are triaged with LBC. In the revealed arm of the trial, 15.6% of women had a positive HPV screening result. The triaged women with positive cytology would be managed according to the trial protocol.
There are two versions of scenario 3. In the first version (scenario 3a), the screening sample is taken with a cervical sampler designed by QIAGEN specifically for HPV testing. Women identified for triaging return to their GP surgery to have another sample taken with an LBC sampler. In the second version (scenario 3b), the screening sample is performed with an LBC cervical sampler, and so the sample’s cytology can be analysed without triaged women reattending. The costs of the HPV stand alone screening in scenario 3a was £20.08 (£5.87 for the test itself – see Table 33 – and £14.21 for the return visit by the triaged women for LBC sample taking). In scenario 3b, the costs for HPV testing were the same as in the trial, but the LBC laboratory costs would decrease overall as a result of the lower volume of samples identified for processing. Finally, we assumed that vials containing smear specimens identified for triage (either by LBC or HPV testing) would be transferred between laboratories using routine interlaboratory transport arrangements.
Cytological screening using LBC, followed promptly by an HPV test for women with borderline or mild dyskaryosis would be the most cost-saving strategy for a national screening programme. Table 44 shows that the mean cost for the LBC screening policy (scenario 2) of £43.98 per woman was significantly cheaper than the current practice of screening with LBC, as undertaken in the concealed arm of the trial (that is, a mean cost of £55.97 per woman) (p < 0.001).
Trial arm and circumstances | Mean cost per woman for screening scenarios | |||
---|---|---|---|---|
Scenario 2 LBC with HPV for borderline or mild triage | Scenario 3a HPV sampler screening followed by LBC sample triage | Scenario 3b HPV screening and LBC triage on same sample | ||
Concealed as observed in the trial (n = 6124) | Mean cost (£) | 55.97 | 55.97 | 55.97 |
95% CI | 51.52 to 60.42 | 51.52 to 60.42 | 51.52 to 60.42 | |
SD | 177.87 | 177.87 | 177.87 | |
Revealed according to proposed policy (n = 18,386) | Mean cost (£) | 43.98 | 53.75 | 54.87 |
95% CI | 42.01 to 45.95 | 51.63 to 55.87 | 52.72 to 56.95 | |
SD | 136.18 | 146.88 | 143.63 | |
p-value | < 0.001 | 0.333 | 0.627 |
According to Table 45, for every age group, apart from the youngest of 20–24 years, a policy of LBC screening and HPV triage would be less costly than the current practice of LBC screening. It is worth noting, moreover, that the recently revised guidance on women’s eligibility for screening no longer extends to women under 25 years of age.
Age groups | Screening policies | |||||
---|---|---|---|---|---|---|
Concealed arm round 1 | Revealed arm round 1 | Scenario 2 LBC with HPV for borderline or mild triage | Scenario 3a HPV sampler screening with LBC triage | Scenario 3b HPV screening with LBC sampler and triage | ||
20–24 | Mean cost | 81.41 | 129.27 | 85.35 | 110.80 | 107.70 |
95% CI | 67.48 to 95.34 | 119.07 to 139.47 | 77.03 to 93.67 | 101.8 to 119.8 | 98.9 to 116.5 | |
n | 647 | 1952 | 1952 | 1952 | 1952 | |
25–29 | Mean cost | 84.16 | 99.56 | 65.19 | 83.06 | 82.00 |
95% CI | 69.21 to 99.11 | 90.93 to 108.19 | 58.16 to 72.22 | 75.38 to 90.74 | 74.52 to 89.48 | |
n | 645 | 1945 | 1945 | 1945 | 1945 | |
30–34 | Mean cost | 64.72 | 80.14 | 49.66 | 63.19 | 63.83 |
95% CI | 50.3 to 79.14 | 73.75 to 86.53 | 44.58 to 54.74 | 57.56 to 68.82 | 58.35 to 69.31 | |
n | 927 | 2759 | 2759 | 2759 | 2759 | |
35–39 | Mean cost | 47.78 | 69.26 | 41.27 | 50.03 | 51.73 |
95% CI | 39.9 to 55.66 | 66.77 to 71.75 | 34.98 to 47.56 | 43.43 to 56.63 | 45.22 to 58.24 | |
n | 965 | 2982 | 2982 | 2982 | 2982 | |
40–44 | Mean cost | 58.43 | 65.04 | 36.58 | 41.39 | 43.60 |
95% CI | 43.11 to 73.75 | 57 to 73.08 | 30.97 to 42.19 | 35.56 to 47.22 | 37.85 to 49.35 | |
n | 828 | 2551 | 2551 | 2551 | 2551 | |
45–49 | Mean cost | 43.30 | 54.66 | 29.10 | 33.86 | 36.21 |
95% CI | 35.76 to 50.84 | 49.5 to 59.82 | 25.76 to 32.44 | 30.29 to 37.43 | 32.76 to 39.66 | |
n | 685 | 2032 | 2032 | 2032 | 2032 | |
50–54 | Mean cost | 44.62 | 46.56 | 26.30 | 29.43 | 32.05 |
95% CI | 26.69 to 62.55 | 42.15 to 50.97 | 23.53 to 29.07 | 26.42 to 32.44 | 29.14 to 34.96 | |
n | 623 | 1755 | 1755 | 1755 | 1755 | |
55–59 | Mean cost | 30.89 | 43.46 | 23.91 | 25.02 | 27.92 |
95% CI | 24.39 to 37.39 | 38.77 to 48.15 | 22.69 to 25.13 | 23.04 to 27.22 | 26.49 to 29.35 | |
n | 500 | 1473 | 1473 | 1473 | 1473 | |
60–64 | Mean cost | 27.69 | 37.19 | 22.81 | 25.66 | 28.40 |
95% CI | 20.88 to 34.5 | 33.06 to 41.32 | 20.89 to 24.73 | 23.19 to 28.13 | 25.81 to 30.45 | |
n | 304 | 937 | 937 | 937 | 937 | |
Total | Mean cost | 55.97 | 72.40 | 43.98 | 53.75 | 54.87 |
95% CI | 51.52 to 60.42 | 69.88 to 74.92 | 42.01 to 45.95 | 51.63 to 55.87 | 52.79 to 56.95 | |
n | 6124 | 18,386 | 18,386 | 18,386 | 18,386 | |
SD | 177.87 | 174.63 | 136.18 | 146.88 | 143.63 |
Adjusted mean costs and adjusted cases of CIN2+ and CIN3+ detected
Observed cases of high-grade histology in round 1, on which the following analyses are based, were: revealed arm, CIN2+ 452, CIN3+ 233; concealed arm, CIN2+ 133, CIN3+ 82. The age distribution of women in the ARTISTIC trial arms differed from the age distribution of women covered by the NHSCSP for England. 42 The age groups for the trial had been powered to detect differences between arms, and these recruitment targets impacted on the absolute numbers of CIN3+ cases detected, and the mean cost per arm. To enable us to extrapolate our findings to the general screened population therefore we needed to make suitable adjustments.
The published statistics for England for women on routine recall who were screened in 2006–742 were used for generating weightings for the 5-year age groups within the ARTISTIC trial arms, including the 20–24-year age group. (Refer to Table 70 in Appendix 6 for the derived weights). The cost analyses were then repeated for the trial and for the alternative screening policies (Table 46).
Trial arm and circumstances | Age-adjusted mean cost per woman (£) | ||||
---|---|---|---|---|---|
ARTISTIC round 1 | ARTISTIC full trial | Scenario 2 LBC with HPV for borderline or mild triage | Scenario 3a HPV sampler screening with LBC triage | Scenario 3b HPV screening with LBC sampler and triage | |
Concealed arm as observed in the trial | 51.86 | 72.18 | NA | NA | NA |
Revealed arm according to trial or proposed policy | 65.04 | 91.54 | 38.76 | 46.50 | 48.12 |
Increment | 13.18 | 19.36 | – 13.10a | – 5.36a | – 3.74a |
The impact of the age adjustment was to reduce the mean cost per woman for the trial arms and the alternative screening policies. In particular, the adjusted mean cost of £38.76 for the LBC/HPV triage scenario was £5.22 cheaper than the unadjusted mean cost in Table 44. In addition to the adjustment to the age distribution, incidence rates were recalculated, so that direct comparisons between arms could be made with respect to detected cases of CIN2+ and CIN3+. In Table 47 the adjusted rates are per 1000 screened women in England.
Trial protocol | Age adjusted rates per 1000 screened women for round 1 | |
---|---|---|
Cases of CIN2+ | Cases of CIN3+ | |
Concealed arm | 17.5 | 11.04 |
Revealed arm | 19 | 9.81 |
According to the adjusted rates, screening with LBC and HPV in the revealed arm resulted in a higher rate of moderate or worse cases (CIN2+) than screening with LBC alone.
Incremental costs, benefits and incremental cost-effectiveness ratios
There were 28 additional cases of CIN2+ in the revealed arm compared with the concealed arm after the adjustments to the arm sizes for round 1 were made (that is, once the adjustments were made, there were 349 CIN2+ cases for the revealed arm and 321 CIN2+ cases for the concealed arm). So the incremental cost of detecting an additional CIN2+ as a consequence of introducing HPV testing alongside LBC in the National Screening programme was calculated. The incremental cost-effectiveness ratio (ICER) was £8788 per additional CIN2+ case.
The histology results suggest that there is some benefit from adding an HPV test to LBC screening, because in the revealed arm there were 32 women who underwent colposcopy who were cytology –ve and HPV +ve and who had moderate to severe dyskaryosis. Their histology results included nine CIN3/carcinoma in situ, one CGIN1/2, and 22 CIN2. After adjustments (to reflect the actual English population age distribution) this was equivalent to an increase in the rate of detection of CIN3+ of 0.34 per 1000 women at an ICER of £38,771, and an increase in the rate of detection of CIN2+ of 1.25 per 1000 women and an ICER of £10,546.
Sensitivity analyses
To test the impact of key variables on the results of the analyses a range of one-way extreme scenario analyses were undertaken.
HPV test cut-off levels
Although the trial adopted the threshold of ≥ 1 RLU/Co recommended by the manufacturer for determining whether an HPV test result was positive or negative, reanalysis of the results for round 1 using alternative cut-off points indicated that fewer women would be referred for colposcopy whereas undetected CIN3+ cases would have been few in number (Table 18). This sensitivity analysis explored the cost and outcome implications of selecting ≥ 2 RLU/Co as the threshold.
The age-adjusted CIN2+ and CIN3+ rates per 1000 screened women for the alternative screening policies (Scenarios 2, 3a/b in Table 48) were similar for both 1 and 2 RLU thresholds, although they were slightly lower than the rates for the revealed arm of the trial. More specifically, at 1 RLU cut-off point, Scenario 3 would not miss any CIN3+ in women above the age of 50 years, while Scenario 2 would not have missed any CIN3+ above the age of 44 years. The 2 RLU cut-off point offered similar benefits to older women. [Note that only nine CIN3+ lesions were detected among the 5613 women aged 50–64 years in round 1 of the trial and all had moderate or severe cytology and were HPV +ve (Table 8) – a rate of 1.6 per 1000 trial participants.]
Scenario 1 round 1 of the trial | Scenario 2 LBC with HPV for borderline or mild triage | Scenario 3a HPV sampler screening followed by LBC sample triage | Scenario 3b HPV screening and LBC triage on same sample | ||
---|---|---|---|---|---|
Concealed | |||||
Mean £ | 62.85 | NA | NA | NA | |
95% CI | 57.38 to 68.32 | ||||
Revealed | |||||
1 RLU | Mean £ | 79.25 | 47.23 | 56.98 | 58.76 |
95% CI | 76.15 to 82.35 | 44.83 to 49.63 | 54.43 to 59.54 | 56.25 to 61.27 | |
CIN2+ | Ratea | 19 | 17.75 | 17.71 | 17.71 |
CIN3+ | Ratea | 9.81 | 9.47 | 9.48 | 9.48 |
2 RLU | Mean £ | 77.57 | 46.83 | 53.72 | 55.90 |
95% CI | 74.49 to 80.64 | 44.45 to 49.22 | 51.23 to 56.20 | 53.46 to 58.34 | |
CIN2+ | Ratea | 18.80 | 17.75 | 17.38 | 17.38 |
CIN3+ | Ratea | 9.79 | 9.49 | 9.46 | 9.46 |
As predicted, the scenarios’ mean costs for the 2 RLU threshold were lower than for 1 RLU threshold. Scenario 2 remained the least costly screening policy, being £9.07 cheaper than Scenario 3b and much cheaper than either of the trial arms.
Colposcopy itemised costs
For the colposcopy-related sensitivity analysis, the average unit costs for new and follow-up clinic attendances were substituted by unit costs covering procedures performed during the attendances (biopsies, histology examinations or cervical samples), the costs having been supplied by a second hospital trust (refer to Table 34). Using this itemisation approach, the mean colposcopy cost for each woman who attended a clinic on one or more occasions was almost doubled: the itemised mean cost for these women being £965.39 (SD £602.24) compared with £491.22 (SD £351.73) when the average unit costs were applied. Table 49 shows that when the two types of costs were applied to the trial arms, the itemised costs approach produced significantly greater means costs; £983.99 for the revealed arm and £893.11 for the concealed arm.
Full trial | Type of colposcopy unit costs | |||
---|---|---|---|---|
Itemised costs for clinic activities | Average unit costs for new and follow-up attendances | |||
Concealed arm | Revealed arm | Concealed arm | Revealed arm | |
Mean (SD) cost per woman | £893.11 (£561.33) | £983.99 (£611.12) | £513.40 (£455.69) | £485.51 (£319.49) |
Number of women | 394 | 1531 | 394 | 1531 |
p test | 0.008 | 0.160 |
Best and worst case scenarios
The final sensitivity analysis compared hypothetical ‘best’ case and ‘worst’ case scenarios for combining resource costs. The assumptions for the scenarios are detailed in Box 2.
-
LBC equipment cost reduced to £3.00 per sample
-
cost of HPV test reduced by 10% [£5.87, equivalent to testing an HPV cervical sample using an automated system at maximum capacity (Table 33)]
-
inadequate rates of zero for LBC tests
-
average unit costs for colposcopy clinic attendance (Table 34).
-
LBC equipment cost increased to £4.20 per sample assuming that laboratories have individual contracts for Thinprep processors or additional transport requirements
-
additional time for rapid reviewing of LBC slides (35 seconds or 13 pence per slide), and qualification allowance for staff undertaking secondary reading [£0.24 per minute (Tables 30 and 31)]
-
costs of HPV tests applied to manual systems
-
cervical sample inadequate rate of 4.5% (as for England in 2006/7)42
-
itemised unit costs for colposcopy clinic activities.
The age-adjusted mean costs per woman in the ‘best’ case scenarios (Table 50) were slightly lower than the baseline age-adjusted mean costs (see Table 46), the best case mean for the revealed arm in round 1 being £63.47 versus £65.04 at baseline, and £38.03 versus £38.76 for Scenario 2. The worst case scenarios (Table 51) generated means that were 36% to 59% more costly than those for the best case scenarios. Scenario 2 was the strategy with the greatest cost difference (£38.03 best case versus £60.55 for the worst case), mainly because the worst-case assumptions concerning LBC screening of all women involved increased costs for analysing and reporting LBC samples and an inadequate sample rate of 4.5%. Nonetheless, the scenario remained the least costly strategy, being 16% cheaper (£11.52) than the worst case mean for the trial’s concealed arm in round 1. The cost scenarios 3a and 3b were very similar irrespective of the assumptions.
Trial arm | Age-adjusted mean cost per woman (£) (‘best’ case scenario) | ||||
---|---|---|---|---|---|
ARTISTIC round 1 | ARTISTIC full trial | Scenario 2 LBC with HPV for borderline or mild triage | Scenario 3a HPV sampler screening with LBC triage | Scenario 3b HPV screening with LBC sampler and triage | |
Concealed | 51.06 | 70.88 | NA | NA | NA |
Revealed | 63.47 | 89.01 | 38.03 | 45.76 | 47.22 |
Increment | 12.41 | 18.13 | – 13.03a | – 5.30a | –3.84a |
Trial arm | Age-adjusted mean cost per woman (£) (‘worst’ case scenario) | ||||
---|---|---|---|---|---|
ARTISTIC round 1 | ARTISTIC full trial | Scenario 2 LBC with HPV for borderline or mild triage | Scenario 3a HPV sampler screening with LBC triage | Scenario 3b HPV screening with LBC sampler and triage | |
Concealed | 72.07 | 96.51 | NA | NA | NA |
Revealed | 97.60 | 129.49 | 60.55 | 69.25 | 71.68 |
Increment | 25.53 | 32.98 | – 11.52a | – 2.83a | – 0.39a |
Psychological and psychosexual effects of HPV testing
The numbers of subjects in the trial according to initial screening test results and the numbers of questionnaires sent together with response rates are shown in Table 52. The overall response rate was 69% with the highest response rate among cytology –ve/HPV –ve women in the revealed arm and lower rates among women in the concealed arm and among those who were HPV +ve. Numbers of responses were reduced for the Sexual Rating Scale (SRS) as this questionnaire was only completed by women with a current sexual partner. Women who tested cytology +ve/HPV +ve were significantly younger [median 28.5 years, interquartile range (IQR) 23.2–35.4 years] than the women who were cytology +ve/HPV –ve (median 39.3 years, IQR 31.7–46.9 years, Mann–Whitney p < 0.0001), cytology –ve/HPV +ve (median 32.7 years, IQR 25.4–42.0 years, p < 0.0001), and cytology –ve/HPV –ve (median 40.8 years, IQR 33.0–50.3 years, p < 0.0001).
Initial screening test results | Revealed arm | Concealed arm | |||||
---|---|---|---|---|---|---|---|
HPV | Cytology | No. in trial | Questionnaires sent/returned | % | No. in trial | Questionnaires sent/returned | % |
–ve | –ve | 14,321 | 1341/987 | 75.5 | 4774 | 455/336 | 74.5 |
+ve | –ve | 1667 | 624/417 | 66.2 | 550 | 175/105 | 62.9 |
–ve | mild/borderline | 1165 | 422/295 | 70.2 | 391 | 142/92 | 64.8 |
+ve | mild/borderline | 875 | 313/205 | 63.7 | 304 | 110/71 | 64.5 |
Ineligiblea | 358 | – | – | 105 | – | – | |
Total | 18,386 | 2700/1904 | 70.7 | 6124 | 882/604 | 71.1 |
Preliminary analyses compared the face-to-face sample (n = 89) with the mailed sample (n = 2465). Overall levels of caseness were 35.1% in the mailed sample and 28.1% in the face-to-face pilot sample.
After adjustment for age and initial screening outcome, lower GHQ caseness was observed in the face-to-face subjects compared with mailed subjects (adjusted odds ratio 0.73, 95% CI 0.45 to 1.17, p = 0.19) and lower GHQ scores (adjusted mean difference 21.12, 95% CI 22.27 to 0.035, p = 0.057) in face-to-face interviews compared with postal interviews. Similar reductions were observed for STAI-STATE (adjusted mean difference 24.3, 95% CI 26.9 to 21.7, p = 0.0001), STAI-TRAIT (23.3, 95% CI 1.2 to 22.7, p = 0.007), and Miller Behavioural Style Scale (20.86, 95% CI 21.7 to 0.07, p = 0.033), and an increase for SSQ (5.6, 95% CI 0.4 to 10.7, p = 0.033) was observed. As there was evidence of differences in outcome for the two modes of data collection, face-to-face interview data were excluded from the main analysis.
The reason for this difference is not clear, but when adjustment for potential confounders was made (age and cytology grade), the differences were not statistically significant. It may be that face-to-face interviews allowed a degree of reassurance.
Comparison between randomised arms of the trial
Table 53 gives the GHQ caseness rate broken down by initial screening test results and intervention group. There was no evidence of a higher level of caseness in the revealed arm compared with the concealed arm (odds ratio 1.00, 95% CI 0.82 to 1.23, p = 0.98). Among women with negative cytology and HPV+ve, 42% had GHQ caseness in the revealed arm compared with 35% in the concealed arm, but in a logistic regression model adjusted for age and initial screening outcome, this was not statistically significant (p = 0.21). Similarly, for women who were mild dyskaryosis/borderline and HPV +ve, the caseness rates were 42% and 47% in the revealed and concealed arms respectively (p = 0.44).
Initial screening test results | Revealed arm | Concealed arm | Odds ratioa | (95% CI) | p-value | |||||
---|---|---|---|---|---|---|---|---|---|---|
HPV | Cytology | Freq. | % | n | Freq. | % | n | |||
–ve | –ve | 286 | 29.4 | 972 | 106 | 32.0 | 331 | |||
+ve | –ve | 170 | 41.8 | 407 | 36 | 35.0 | 103 | 1.33 | (0.85 to 2.09) | 0.213 |
–ve | mild/ borderline | 115 | 39.4 | 292 | 36 | 39.6 | 91 | |||
+ve | mild/ borderline | 84 | 41.8 | 201 | 32 | 47.1 | 68 | 0.80 | (0.46 to 1.40) | 0.437 |
Totalb | 222.9 | 37.6 | 593 | 717 | 38.3 | 1872 | 1.00 | (0.82 to 1.23) | 0.982 |
Table 54 gives the mean scores for the individual measures broken down by initial screening test results and intervention group and summarises the regression analyses. When an overall comparison was made between the two arms in weighted analyses, there was no evidence of a significant difference between the revealed and the concealed arm in any scores except the SRS, in which there was some evidence of reduced sexual satisfaction in the revealed arm compared with the concealed (adjusted mean difference – 2.40, 95% CI – 4.70 to – 0.09, p = 0.042).
Measure | Initial screening results | Revealed arm | Concealed arm | Age adjusted | p-value | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
HPV | Cytology | Mean | (SD) | n | Mean | (SD) | n | Mean diff.a | (95% CI) | ||
–ve | negative | 3.31 | (5.18) | 972 | 3.22 | (4.80) | 331 | ||||
+ve | negative | 4.77 | (6.21) | 407 | 4.02 | (5.77) | 103 | 0.74 | (– 0.63 to 1.91)c | 0.22 | |
GHQ | –ve | mild/borderline | 4.22 | (5.63) | 292 | 4.29 | (5.83) | 91 | |||
+ve | mild/borderline | 4.57 | (5.44) | 201 | 5.75 | (6.50) | 68 | – 1.19 | (– 2.98 to 0.40)c | 0.121 | |
totalb | 4.26 | (5.73) | 1872 | 4.18 | (5.71) | 593 | – 0.01 | (– 0.65 to 0.60)c | 0.968 | ||
–ve | negative | 35.85 | (11.92) | 971 | 36.00 | (11.49) | 331 | ||||
+ve | negative | 38.87 | (13.33) | 410 | 37.10 | (12.58) | 103 | 1.73 | (– 1.27 to 4.53)c | 0.202 | |
STAI | –ve | mild/borderline | 37.99 | (12.43) | 290 | 40.66 | (13.57) | 91 | |||
STATE | +ve | mild/borderline | 39.77 | (12.05) | 204 | 39.97 | (12.35) | 69 | – 0.25 | (– 3.79 to 3.03)c | 0.885 |
totalb | 38.10 | (12.64) | 1875 | 38.27 | (12.61) | 594 | – 0.31 | (– 1.62 to 0.92)c | 0.618 | ||
–ve | negative | 38.84 | (11.34) | 971 | 39.00 | (11.13) | 331 | ||||
+ve | negative | 40.54 | (11.83) | 413 | 39.39 | (10.80) | 105 | 1.07 | (– 1.30 to 3.41)c | 0.386 | |
STAI | –ve | mild/borderline | 39.95 | (11.08) | 289 | 41.57 | (12.43) | 91 | |||
TRAIT | +ve | mild/borderline | 41.28 | (10.89) | 204 | 40.88 | (11.54) | 69 | 0.36 | (– 2.80 to 3.53)c | 0.819 |
totalb | 40.12 | (11.40) | 1877 | 40.13 | (11.49) | 596 | – 0.10 | (– 1.27 to 1.13)c | 0.858 | ||
–ve | negative | 51.28 | (20.89) | 803 | 50.81 | (22.50) | 271 | ||||
+ve | negative | 55.32 | (22.95) | 311 | 61.10 | (23.74) | 76 | – 7.28 | (– 12.74 to – 1.52)c | 0.007 | |
SRS | –ve | mild/borderline | 48.73 | (23.34) | 255 | 50.53 | (21.26) | 82 | |||
+ve | mild/borderline | 62.67 | (23.00) | 151 | 62.46 | (22.97) | 54 | 0.15 | (– 6.60 to 7.12)c | 0.965 | |
totalb | 53.32 | (23.02) | 1520 | 54.90 | (23.00) | 483 | – 2.40 | (– 4.91 to 0.16)c | 0.042 |
When planned subgroup comparisons were made according to initial screening outcome, the adjusted mean difference in GHQ scores between the revealed arm and the concealed arm was 0.74 (95% CI – 0.63 to 1.91, p = 0.22) for women with negative cytology. Among women who were mild or borderline, the corresponding difference in GHQ scores was – 1.19 (95% CI –2.98 to 0.40, p = 0.12). Receiving an HPV +ve test was associated with a reduction in SRS among women whose cytology results were –ve (adjusted mean difference – 7.28, 95% CI – 12.60 to – 1.96, p = 0.007).
Observational comparisons within the revealed arm of the ARTISTIC trial
Table 55 summarises the analysis comparing HPV –ve women with HPV +ve in the revealed arm. GHQ caseness was higher among women with HPV +ve/cytology –ve (41%) compared with HPV –ve/cytology –ve (29%). After adjustment for age in a logistic model, the odds ratio comparing the groups was 1.70 (95% CI 1.33 to 2.17, p < 0.0001). Correspondingly, women with HPV +ve/cytology –ve had higher GHQ mean scores than HPV –ve/cytology –ve women (adjusted mean difference 1.43, 95% CI 0.75 to 2.1, p < 0.0001). A similar difference was noted for the STAI-STATE score with an increase of 2.90 (95% CI 1.40 to 4.39, p < 0.0001) and STAI-TRAIT score with an increase of 1.53 (95% CI 0.16 to 2.92, p = 0.023).
Initial cytology result | Odds ratio* | Mean differencea | (95% CI) | p-value | |
---|---|---|---|---|---|
Negative | GHQ caseness | 1.70 | (1.33 to 2.17) | < 0.0001 | |
Mild/borderline | (GHQ≥4) | 1.07 | (0.74 to 1.56) | 0.724 | |
Negative | GHQ score | 1.43 | (0.75 to 2.10) b | < 0.0001 | |
STAI-STATE | 2.90 | (1.40 to 4.39) b | < 0.0001 | ||
STAI-TRAIT | 1.53 | (0.16 to 2.92) b | 0.023 | ||
SRS | 1.46 | (– 1.34 to 4.27) | 0.306 | ||
Mild dyskaryosis/borderline | GHQ score | 0.28 | (– 0.76 to 1.24) b | 0.581 | |
STAI-STATE | 1.56 | (– 0.59 to 3.80) b | 0.174 | ||
STAI-TRAIT | 0.98 | (– 1.05 to 2.97) b | 0.354 | ||
SRS | 8.66 | (4.30 to 13.02) | < 0.0001 |
Within the revealed arm, women with HPV +ve/cytology –ve had a similar level of sexual satisfaction compared with those who were HPV –ve/cytology –ve (adjusted mean difference 1.46, 95% CI –1.34 to 4.27, p = 0.31). It should be noted that in the concealed arm there were significant differences in sexual satisfaction between women with –ve cytology who were HPV +ve and HPV –ve with an adjusted mean difference of 9.40 (95% CI 4.14 to 14.66, p < 0.0001). In the revealed arm, women with mild dyskaryosis/borderline cytology/HPV +ve expressed a higher level of sexual satisfaction than those who were HPV –ve with a mean difference after adjustment for age of 8.66 years (95% CI 4.30 to 13.02, p < 0.0001). A trend in the same direction was noted in the concealed arm (adjusted mean difference 5.63, 95% CI – 1.73 to 13.00, p = 0.13).
Chapter 4 Discussion
The primary aim of the ARTISTIC trial was to test the hypothesis that HPV testing would achieve greater sensitivity in primary cervical screening than cytology. Because of the NHSCSP standard, it was not considered ethical to deny women a cytology screen by undertaking a trial of cytology versus HPV testing. Cytology was therefore compared with cytology plus HPV testing by concealing HPV test results in the standard (concealed) arm rather than not performing it. The trial data can however be used to estimate the performance of cytology or HPV as sole initial tests each triaged by the other in terms of effectiveness and cost. ThinPrep and HC2 were selected in 2001 as an approved combination which could be reliably tested from the same liquid sample so that the LBC and HPV tests would not affect each other.
The ARTISTIC trial has been a pioneering experience in terms of cervical screening in the UK. It was at the leading edge in using both LBC and HPV testing in the primary screening process. The embedding of the trial in the NHSCSP has the crucial advantage of applicability of the findings across the UK, although national guidelines and pre-existing arrangements did impose certain restrictions. When the trial began in 2001 the normal screening interval in Manchester and many other regions was still 5 years at all ages and LBC was not generally available. We decided to use LBC in anticipation of the 2003 NICE recommendation that LBC should be introduced nationally because we wished to ensure that the ARTISTIC cytology data would still be relevant to the NHSCSP at the end of the study. We included women aged 20–24 both because they were still being invited for routine screening in 2001 and because many HPV infections are acquired in this age-range. Our HPV and cytology data, including those on younger women, have already been used by the Health Protection Agency to model the costs and benefits of HPV vaccination within the NHSCSP.
There were several initial challenges involved in this trial. First, there was a need to engage a large sector of primary care, particularly the practice nurses who take the large majority of cervical cytology samples. Because of the novelty of HPV testing in primary screening there was a need to obtain individual signed consent from 25,000 women which was obtained separately, for both participating and for using residual material for further research. This process was greatly facilitated by the payment of £10 per recruited woman provided by additional service support funding from the Department of Health. The large spread of practices and FPCs resulted in a broad socioeconomic range with the trial cohort being representative of Greater Manchester. The fact that the trial was embedded in the NHSCSP makes the results generalisable across the country with respect to disease prevalence and adherence to recall for round 2 screening.
The second challenge was to train the practices in LBC and to educate screeners about HPV testing and its implications. A considerable effort was required but the reward was a virtually problem-free process thereafter. The practices involved in ARTISTIC deserve considerable credit for the contribution that their effort and commitment have made to the advancement of cervical screening.
The third challenge was to achieve the highest possible follow-up in round 2. A recall rate of 60% may not seem impressive, but the normal 3-year recall rate for Greater Manchester was less than 60%. Women are continuing to return for round 2, but data had to be frozen at some point to report the outcomes of the trial in a timely fashion. A novel aspect of follow-up in ARTISTIC was the recall of cytology –ve/HPV +ve women in the revealed arm. These women needed to understand that the reassurance of a cytology –ve result should not dissuade them from attending for HPV follow-up. In the event we had achieved a 65% rate of HPV follow-up, at the time the data were frozen, but this did not occur on schedule in many cases.
The most significant difference between the study population and women routinely screened in the English National Programme was that we recruited women aged 20–24, who have been excluded from the National Programme since 2005. For the economic analyses comparing costs for different screening scenarios the study population has therefore been standardised for age against the routinely screened population from the Annual Report of the National Programme for England. The age distribution of women entering the trial aged 25–64 years is similar to those screened in the National Programme (Table 56).
Age group (years) | NHSCSP | ARTISTIC round 1 | ARTISTIC round 2 |
---|---|---|---|
25–29 | 14.6 | 11.8 | 8.9 |
30–39 | 31 | 34.7 | 32.6 |
40–49 | 28.5 | 27.9 | 29.9 |
50–64 | 25.8 | 25.6 | 28.6 |
Main findings
Rates of cytological abnormality
The rate of high-grade abnormal cytology in round 1 was similar to that expected when the protocol was developed, but higher than expected for borderline abnormalities. We believe that this reflects the higher sensitivity of LBC than conventional cytology, further increased by some overcalling following the introduction of LBC, but it does not bias the randomised comparisons.
The rate of high-grade cytological abnormality in round 2 was dramatically lower than in round 1. Three factors could have influenced this. The most important may be that the sensitivity of LBC was greater than previous conventional cytology. A recently reported trial from the Netherlands claimed superior sensitivity by LBC. 61 The second was the shorter screening interval (3 years) compared with previous routine screening (5 years), giving less time for incident disease to develop. The third is that the trial cohort was 3–4 years older by round 2. Rates of HPV prevalence and cytological abnormality decline sharply with age, particularly in younger women, and this age difference between round 1 and round 2 was further increased in the overall results by the lower proportion of young women who attended for round 2. The reduction in moderate or worse cytology from round 1 to round 2 was still more than fourfold (adjusted odds ratio 0.21, 95% CI 0.10 to 0.43) in a regression analysis adjusting for age and previous smear history. We therefore conclude that a substantial burden of prevalent disease that was missed at the previous smear test by conventional cytology was detected by LBC. If this is correct, large reductions will soon be seen in national abnormality rates as increasing numbers of women who have already been screened once by LBC return for their next routine test. This would have important implications for all cost–benefit analyses related to cervical screening, including the predicted costs and benefits of HPV vaccination.
Clinical outcomes
The combination of cytology and HPV testing in the revealed arm did result in a small but statistically significant reduction in the detection of CIN2+ in round 2; this was the pre-specified primary outcome. This result was found when the broader definition of round 2 was introduced in order to reduce excluded cases which were simply due to delay in women attending for round 2 screening. However, when the results of the two screening rounds were summed there was no significant difference between the concealed and revealed arms. 62
An outcome of the trial specified in the protocol was a reduction in the prevalence of high-grade disease detected in round 2 in the revealed arm among women who were cytology –ve and HPV +ve in round 1. The comparison of the randomised arms should have greater statistical power in this subgroup than overall because clinical follow-up and management did not differ between the arms for other women. As expected, the rate in round 2 in this subgroup was lower in the revealed than in the concealed arm for both CIN2+ (Table 14: 1.9% revealed, 4.0% concealed; p = 0.06) and CIN3+ (0.8% revealed, 1.8% concealed; p > 0.1). Both observed rates were therefore halved, but the trial failed to achieve statistical significance for the reduction in CIN3+ because of the unexpectedly low prevalence of high-grade pathology in round 2 both overall and in this subgroup. The complementary observation is the unexpectedly low prevalence of high-grade histology detected in round 1 among cytologically –ve/HPV +ve women when they were recalled for repeat HPV testing [Table 14: 32 CIN2+ (1.9%) and 10 CIN3+ (0.6%) in round 1 among 1675 cytologically –ve/HPV +ve women in the revealed arm]. The rates of high-grade disease summed over rounds 1 and 2 are therefore similar (Table 14: overall CIN2+ rate 3.8% revealed, 4.0% concealed). Whether a CIN3 was diagnosed in round 1 or round 2 is sometimes ambiguous. Several CIN3+ cases on the revealed arm had a cytologically –ve/HPV +ve sample in round 1 followed by a series of repeat samples, with CIN3 finally diagnosed more than 30 months after round 1. Our definition of the round 2 sample classified these as round 2 diagnoses, but this is questionable. If they had been referred for colposcopy earlier such cases would have been classified as round 1 diagnoses, increasing the difference between the arms in round 2 but not the overall difference over both rounds. The analyses of CIN2 and CIN3+ shown in Table 14 are repeated in Table 15 with the alternative definitions of round 1 and round 2 samples and diagnoses listed in the footnotes to Table 15, which were chosen to include CIN3+ cases excluded under the original definitions. The rates are higher, but the differences between the concealed and revealed arms are similar to those shown in Table 14.
Our results therefore support the previous hypothesis that the detection of CIN3+ in cytologically –ve women by HPV testing in round 1 would lead to a similar reduction in detection in round 2, although we expected higher detection rates and hence more precise estimates. Other non-randomised studies had suggested that this would be the case, and two recently published major randomised trials from Sweden (Swedescreen)14 and the Netherlands (POBASCAM)15 have shown similar results. The Finnish trial will report in 2009.
In a National Programme the effectiveness of cervical screening depends on the cumulative effect of successive rounds, so the results of screening trials must be considered over both round 1 and the next round. In the Swedescreen and POBASCAM trials there was a higher detection of CIN2+ and CIN3+ in the HPV intervention arms during round 1 and reduced incidence of CIN3+ in round 2 of screening. ARTISTIC showed no difference over both rounds, and both the Swedescreen and POBASCAM trials also showed no difference between the arms when the prevalence (round 1) and incidence (round 2) rounds were combined. This is shown in Table 57. The denominators for the ARTISTIC rates in the second round shown in Table 57 include all randomised women. The round 2 rates per 1000 for CIN3+ shown in Table 15, with fewer exclusions and adjustment for incomplete follow-up, are 4.4 (concealed) and 2.4 (revealed), almost identical to those in Swedescreen.
Trials | Numbers randomised | Round 1 | Round 2 | Combined | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Standard | +HPV | Standard | +HPV | Standard | +HPV | Standard | +HPV | |||||||
freq | (/1000) | freq | (/1000) | freq | (/1000) | freq | (/1000) | freq | (/1000) | freq | (/1000) | |||
POBASCAM | 8580 | 8575 | 40 | (4.7) | 68 | (7.9) | 54 | (6.3) | 24 | (2.8) | 94 | (11.0) | 92 | (10.7) |
SWEDESCREEN | 6270 | 6257 | 55 | (8.8) | 72 | (11.5) | 30 | (4.8) | 16 | (2.6) | 85 | (13.6) | 88 | (14.1) |
ARTISTIC | 6124 | 18,386 | 80 | (13.1) | 233 | (12.7) | 16 | (2.4) | 25 | (1.4) | 99 | (15.5) | 258 | (14.1) |
It is important to note that these trials did not employ LBC but comparing the relative sensitivity of LBC and conventional cytology is difficult, not least because of different age ranges which will affect the actual rates of disease detection. Both ARTISTIC and the Swedescreen trial detected a higher rate of CIN3+ in round 1 than at the next round on both arms. The POBASCAM study actually detected a slightly lower CIN3+ rate in round 1 than at the next round, for reasons that are not clear. Screened women in POBASCAM were aged 29 years or older according to the national protocol. There is a great deal of prevalent CIN in previously unscreened women aged 29 which should be detected at first screen, unless missed by conventional cytology. The sensitivity of HPV testing is uniformly high, but the sensitivity of conventional cytology has varied widely. 12 It is difficult to escape the conclusion that LBC was more sensitive in ARTISTIC than earlier conventional cytology, and that the differences between the trials shown in Table 57 reflect differences in the sensitivity of cytology. This conclusion differs from other published work comparing LBC and cytology which concluded that they were equivalent. This includes an Italian randomised controlled trial of LBC versus conventional cytology63 and a systematic review,58 which included mainly studies of high prevalence cohorts referred for colposcopy and the principal primary screening study included was the Italian study referred to above. We believe that the intensive training adopted in the NHSCSP with the introduction of LBC, plus the relatively high mild abnormality rates with referral to colposcopy accounted for the difference.
Cohort data from round 1 and round 2
The ARTISTIC trial cohort represents the largest population of women in the UK to have undergone routine cervical screening with both LBC and HPV testing. The study population spanned the 20–64 age range of screened women when the trial opened, although the lower age threshold for routine cervical screening in England has since been increased from 20 to 25 years. Our age-specific HPV +ve rates in different grades of cytological abnormality were similar to those in the HART study in which over 10,000 women were screened with conventional cytology and HC2 testing, but our overall HPV prevalence was slightly higher at each age. HPV prevalence in the HART study declined from 14.5% in women aged 30–34 years to 3.8% in women aged 55–59 years;64 the corresponding rates in our cohort were 18.5% at 30–34 years and 6% at 55–59 years. Our higher rates may be partly the result of regional differences in the UK (2004). The HART study was conducted in five centres across Britain, and the highest HPV prevalence was found in the Manchester area, where 16% of 30–34 year olds were +ve for HPV (P Sasieni, Cancer Research UK, personal communication). There may also have been a continuing increase in HPV prevalence in this population.
A study conducted in the same area as ARTISTIC between 1988 and 1993 reported HPV prevalence based on MY0911 consensus primer PCR of 18% in women aged 20–24 years declining to 3% in women aged 50–54 years. 32 Differences in HPV detection sensitivity may account for part of the disparity. The cross-reaction with low-risk types obtained with HC2 will result in a proportion of apparent high-risk false positives, particularly in older women. However, most of this increase over time is likely to be real, reflecting a continuing increase in HPV infection that began in the 1960s and caused a rapid increase in cervical cancer mortality among young British women until the NHSCSP was launched. 4 It is worthwhile noting that if HC2 were used with a cut-off of 2 pg/Co (instead of 1, as used in ARTISTIC) on the new screened age range of 25–64, the overall HR HPV +ve rate would fall from 15.6% in ARTISTIC, to 10.5%. If HPV tests are to show maximum clinical utility there needs to be an appropriate balance of sensitivity and specificity which will best be demonstrated in large prospective longitudinal studies like ARTISTIC.
Several conclusions relevant to the potential role for HPV testing in primary routine screening are suggested by the relationships between age, HPV detection and severity of cytology in round 1 to the ARTISTIC trial (Table 7). However, very different relationships are seen in round 2 (Table 11).
Round 1 results
In women with detectable HPV the prevalence of moderate dyskaryosis is 20-fold to 30-fold higher than in HPV –ve women at all ages, and severe dyskaryosis is increased more than 100-fold. The prevalence of mild dyskaryosis in HPV +ve women is about 10-fold higher than in HPV –ve women below age 50 years and more than five-fold higher above age 50 years. Although a great majority (87%) of women aged under 30 years with mild dyskaryosis are HPV +ve, this proportion falls to 58% (233/398) at age 30–49 years and to only 28% (18/65) at age 50–64 years, confirming a useful role for HPV triage. The prevalence of borderline abnormalities in HPV +ve women is about twice as high as in HPV –ve women at each age, and although there may be some overcalling by LBC, our results indicate that many borderline abnormalities are not caused by HPV. The prevalence of moderate or severe dyskaryosis in HPV +ve women was about 12% throughout the premenopausal years, suggesting that the natural history of HPV infection may be much the same in premenopausal women irrespective of age, although CIN3 is rarer in HPV-infected women aged 50 years or over. In women aged 30 years or over, our round 1 data suggest that the main effect of replacing cytology by HPV testing in primary screening would be the replacement of HPV –ve abnormal smears, most of which would be borderline, by a similar number of HPV +ve/cytology –ve smears among women referred for follow-up. For those aged 20–29 years, however, the number who were HR HPV +ve was about 50% greater than the number with abnormal cytology, suggesting the need for a secondary test before colposcopy.
The use of patient choice indicated a preference for colposcopy to determine whether there was an underlying lesion or not. Of those who chose a repeat test, a higher proportion did not attend suggesting that in the event of early recall because of an HPV +ve result, colposcopy should be recommended for persistent HPV +ve results. This is supported in a recent paper by the Swedescreen Trial Group. 65 Had colposcopy been used for all women who had been cytology –ve/HPV +ve at baseline and HPV +ve at 12 months, a few more CIN3+ would have been detected but many more colposcopies would have been needed. Another strategy worthy of evaluation would be to use HPV16/18 restricted typing to prioritise immediate referral to colposcopy, and employ early recall, e.g. at 12 months for non-16/18 HPV +ve women.
Round 2 results
The marked reduction in high-grade cytology can be seen by comparing the overall results by age in round 1 (Table 7) and round 2 (Table 11) for HPV detection and cytological abnormality. In women who were aged 30–49 in round 1, the prevalence of moderate or severe cytology among HPV +ve women was 11.6% (197/1697) in round 1 and only 2.4% (13/551) in round 2, and in those aged 50–64 in round 1 the rate was 4.6% (17/367) in round 1 and zero (0/135) in round 2. The respective proportions of abnormal smears that were moderate or severe in women aged 25–29, 30–49 and 50–64 in round 1 were 20.4%, 13.6% and 7.4%, and 12.7%, 4.5% and 1.9% in round 2. This low prevalence of high-grade disease in older women in round 2 suggests that accumulated disease missed by previous conventional cytology was reliably detected by LBC.
HPV genotyping
The ARTISTIC trial has also provided the largest collection of HPV-typed primary screening cervical samples from the UK. Although from a limited geographic area, the setting in primary care makes this a representative population of women, across the cervical screening age range. The HPV type may be clinically important as the proportion of HC2 +ve women who were infected with HPV16 increased with cytological abnormality, from 14% in those with negative cytology to 55% in those with severe dyskaryosis. The HPV type might be used to determine whether to refer for colposcopy immediately, repeat the test, or defer any investigation until the next routine screen 3 years later. With the prospect of type 16/18-specific HPV prophylactic vaccines becoming implemented, data on these types in the screened population is of considerable importance in terms of what proportion of current abnormalities may still occur, notwithstanding a degree of cross-protection reported for HPV31, 33 and 45. 66 The high proportion of women with abnormal cytology who are HR-HPV +ve but HPV16/18 –ve is clinically significant; they account for 32% (18% of moderate or worse, 14% of borderline or mild) of all CIN2+ lesions.
The five most prevalent types (16, 18, 31, 51 and 52) together account for 60% of the 3512 HR-HPV infections detected (Table 22); HPV16 and HPV18 account for 32%. The overall prevalence of HR-HPV infection decreased sharply with age, from 27% below age 30 to 10% at 30–39, 4.2% at 40–49 and 2.5% at 50–64. The prevalence in Manchester between 1988 and 1993 was about 40% lower at each age (16% at age 20–29, less than 3% above age 40). 33 Although this change in prevalence may be explained by differences in assay sensitivity, more likely, it may reflect a genuine increased prevalence in this population as suggested by the increased UK diagnoses of genital warts between 1972 and 2005. 67 The difference in prevalence between young and older women is less marked in most other countries. 68 Most HR-HPV types show a similar age distribution, with relatively minor differences in the type distribution above and below age 30. HPV33 showed the most marked difference, being detected in 9.3% of women with HR-HPV below age 30 and only 4.5% at older ages (Table 21: p < 0.001).
HPV persistence
The data on persistence provides not only estimates of HC2 +ve persistence, but also type-specific persistence. It is clear that HC2 +ve persistence between rounds 1 and 2 conferred a very significant increased risk of abnormal cytology (odds ratio 10.22; 95% CI 7.05 to 14.8).
Many would feel that retesting cytology –ve/HPV +ve women at 12 months would be reasonable, but our data suggest that 40–50% would still test HC2 +ve with type-specific rates being very similar. Rates of persistence are somewhat lower at 24 months, particularly type-specific rates.
LBA –ve/HC2 +ve samples
The failure of the LBA to confirm that 31.5% of the HC2 +ve samples contain HC2 HR-HPV types is a cause of concern, especially if this assay were to be used as a front-line screening test. This is partly the result of the demonstrated cross-reaction with other putative HR types as well as low-risk types. The fact that 20.5% failed to yield any detectable HPV type is, however, problematic. Analysis of a small subset of these samples by GP5+/6+ PCR revealed that a proportion did contain HPV although the type was undetermined. The use of the improved, commercially available Linear Array assay69 to confirm these HC2 +ve samples should improve the confirmatory rate. There would, however, still remain a substantial number of samples that do not appear to contain a demonstrable HPV genotype. Approximately half of these samples give an HC2 RLU value of between 1 and 2, providing further evidence that it may be advisable to raise the HC2 cut-off level as has been previously suggested. 70 Only 5% of CIN2+ were HC2 +ve/LBA –ve at a cut-off of 1 RLU/Co and a cut-off of 2 RLU/Co would have resulted in a failure to detect four out of 28 CIN2+ in this category.
HPV types in ARTISTIC
Differences in the relative frequencies of different HPV types are seen both between and within continents. The gross international differences between HPV subtypes68 indicate that infections often involve viruses that have evolved in the region over many centuries, but there is now substantial intercontinental mixing through increased migration. Among HR-HPV +ve women with negative cytology the relative frequencies for several of the common HPV types were similar to those in other European countries reported by Clifford et al. ,72 although the proportion in our study was substantially greater for HPV52 and for the combined total of types 39, 51, 59 and 68. In a recent study of urine samples from American women aged 18 to 25 years, the distribution between the 13 HR-HPVs detected by HC2 was also similar to that seen in Manchester, with HPV16 being twice as prevalent as any other type, followed by types 51, 52, 39, 59 and 18. 73 A strikingly different distribution was recently reported amongst 1921 American women aged 14–59 years, with HPV types 52, 59 and 51 being more common than HPV16. 74 Whereas the prototype Roche Line Blot Assay was used in both studies the variation in type distribution observed may reflect the different sample types used, self-sampling cervicovaginal samples being used in the US study.
The proportion of women with HPV16 who had borderline or mild cytology was increased by the presence of other HR-HPVs (Table 23: 28.3% for single infections, 45.3% for multiple infections), but the proportion with moderate or worse cytology was not (26.2% for single infections, 25.3% for multiple infections).
The observation that in the cohort women who had a single HPV-type infection, HPV16, HPV31 and HPV33 were more prevalent among those with high-grade compared with negative cytology is consistent with data from the POBASCAM trial showing that among HR-HPV +ve women, those with either HPV16 or HPV33 were more likely to have CIN2+. 75
Impact of vaccination
The data in Table 23 provide a basis for modelling the overall effect of vaccination on cervical cytology. The simplest assumption is that elimination of HPV16 and HPV18 would give women with either or both of these viruses but no other HR-HPV the cytological profile of those with no HR-HPV, with 5% remaining HC2 +ve and the remainder becoming HC2 –ve, while those also infected with other HR-HPVs would move to the category of HR-HPV without HPV16 or HPV18. On this basis the number with moderate or worse cytology would be reduced by 45% in a population with this age distribution, but the number with borderline or mild cytology would fall by only 7%, giving an overall reduction of 12% in the number with abnormal cytology, and reducing the number with any HR-HPV by 27%.
The impact of vaccination on cytological abnormality rates will be considerably less in women aged over 30, as a far lower proportion of low-grade cytological abnormalities are HPV +ve in older women. HPV16 and/or HPV18 were detected in 260 of 930 (28%) women aged under 30 with low-grade (borderline or mild) cytology, and in only 111 of 1720 (6.5%) at age 30–64 years. In the absence of broader cross-protection the large majority of low-grade and many high-grade abnormalities would still occur in vaccinated women. This is consistent with the data emerging from clinical trials of prophylactic vaccine, which show very much greater efficacy in preventing CIN2+ than for low-grade abnormalities. Final results of the PATRICIA Trial of Cervarix, the bivalent 16/18 vaccine being used in the UK HPV vaccination programme, showed that not only was there over 90% efficacy in preventing types 16 and 18 associated CIN2+, but there was very significant cross-protection against CIN2+ associated with types 31, 33 and 45. 66 These other types are associated with a far lower proportion of CIN2+ lesions than type 16. The extent to which the bivalent vaccines directed against types 16 and 18 would prevent abnormalities associated with non-vaccine types as part of a multiple infection is not yet clear. Only 57% of infections with HPV16 or HPV18 in low-grade cytology and 66% in high-grade cytology involved no other HR-HPV.
More detailed age-specific analysis of these data will help to validate models of the likely impact of vaccination on subsequent cervical screening before long-term follow-up of current trial cohorts. The planned follow-up of ARTISTIC women to the next routine screening round will also provide estimates of type-specific risk over 6 years in women with negative baseline cytology.
Economic analysis
Trial participation
In the trial research protocol, the economic evaluation was planned to synthesise the costs to the NHS with the clinical effects at the trial end point, with the results being reported as an incremental cost-effectiveness ratio in terms of the additional cost per high grade cytology detected, assuming that a difference in effects was found between screening with cytology alone or with HPV testing alongside cytology. However, as no significant difference was observed in the diagnostic outcomes for the concealed and revealed arms, the economic analyses concentrated on cost comparisons between the alternative screening strategies, but even this activity was constrained in certain respects.
Although the trial was planned to cover two screening rounds with an interval of 3 years between rounds, the end point for reporting the study was reached before all women rescreened in round 2 had been fully followed-up. Thus, some women in round 2 were not comprehensively costed because their management was incomplete. Another difficulty arose during round 2 when clinical staff in primary care used the conventional Papanicolaou method for taking a woman’s sample instead of the ThinPrep LBC method. Samples taken by this conventional method could not be tested for HPV. Finally, and very infrequently, an LBC vial transferred to the virology laboratory contained an insufficient quantity of fluid for HC2 analysis. These events probably happened randomly across the arms but, nevertheless, in the revealed arm in round 2, 888 (7%) women did not have an HPV test performed.
Technologies impacting on unit costs
An element of uncertainty impacting on the trial’s resources was the adoption of the LBC screening system supplied by ThinPrep in place of the conventional Papanicolaou method at a time when there was very little UK experience in using LBC. Cytopathologists and cytoscreeners in the participating laboratories and sample takers in primary care had to be suitably trained before the trial was launched. The studies of LBC pilot sites in Scotland47 and England41 were completed 2 or 3 years later and the ‘roll out’ of LBC in cytology laboratories within the NHS was still ongoing in 2007. The economic evaluation for ARTISTIC was, nevertheless, committed to producing cost results that could be generalised to the NHSCSP for England, assuming that programme was organised efficiently.
For the purposes of estimating cytology laboratory costs, the NHS Purchasing and Supplies Agency provided indicative contract prices for ThinPrep equipment (T2000 and T3000 processors) and consumables. Then, by undertaking optimisation modelling, alternative ‘hub and spoke’ laboratory configurations for installing and operating these processors within the nine regional QARCs were generated. The role of transportation of samples and slides between laboratories was taken into account. 46 The optimal price of £3.15 (excluding VAT) identified from the modelling for processing a ThinPrep slide was equivalent to 58% of the overall cost for a negative or inadequate slide. The remainder of the cost was mainly staff time for reading the slides and reporting the findings. If a current research evaluation of automated technologies for scanning slides (the MAVARIC trial) has a positive outcome, the financial implications from a widespread adoption of the technology could be significant in terms of reducing staffing costs for assessing slides deemed to be negative.
To inform the cost estimation of HPV testing, QIAGEN, an international company that donated the HC2 processing equipment for the purpose of the trial, supplied indicative contract prices for purchasing or leasing systems for installation in laboratories to handle annual volumes of HPV tests arising from the NHSCSP for England. When deriving the baseline cost per test of £6.61 inclusive of staffing, we assumed that LBC cervical samplers had been used to take the women’s samples and that automated systems would process 4 million tests annually. If, however, HPV testing with HC2 was introduced as a triage for borderline or mild dyskaryosis, the annual volume of tests would be substantially reduced (to around 240,000), and economies of scale would be reduced accordingly. So, the adjusted cost for the lower volume of tests was £10.38 for automated systems and £10.57 for manual systems, inclusive of staff time needed to convert the LBC samples before DNA analysis. In common with the LBC estimations, we assumed that the configuration of laboratories undertaking HPV testing was optimal within the regional QARCs, especially if 4 million HC2 tests were performed annually. If HPV testing was introduced only for triaging women, opportunities for rationalising the distribution of the QIAGEN processes might not be available, and so the cost per test could be adversely affected. Similarly, introducing LBC triage into a programme of HPV primary testing would probably affect adversely LBC unit costs, unless rationalisation of regional cytology laboratory services took place.
Resource use of the women
The 3 : 1 randomisation between arms was consistently reflected in the patterns of primary care and laboratory resource use by the trial participants. The concealed and revealed women were followed up for similar lengths of time (mean duration per arm of 4.8 years) and over the full trial the average number of LBC examinations was 2.1 per arm. There was a statistically significant difference in the proportions of women attending colposcopy clinics (p < 0.0001 for both round 1 and the full trial), mainly because the protocol for the revealed arm recommended that women who remained HPV +ve after defined periods of time should be assessed by colposcopy. However, among all the women who underwent colposcopy, almost no difference was observed between the arms in the mean number of clinic attendances per woman – 2.29 attendances for both concealed and revealed women in round 1 and 2.17 and 2.15 attendances respectively in the full trial.
In England, the 2005–6 national average unit cost for a colposcopy was £215 and £187 for a biopsy of cervix uteri,76 and no distinction was made between initial and repeat examinations and treatments that might be performed. So, we chose instead to rely on information provided by the finance department from the Hospital Trust responsible for the colposcopy clinic in St Mary’s Hospital where the majority of cytology –ve/HPV +ve women underwent colposcopy. In a bottom-up costing exercise, based on documented ‘care pathway’ and annual activity levels, average unit costs were derived for a first visit (£300.51) and a follow-up visit (£150.26). As there was no apparent difference between the trial arms in the duration of the episodes of colposcopic care, these costs were attributed to the first and follow-up clinic attendances recorded in the trial’s colposcopy database. Our approach differed from other UK studies, where researchers have attributed a cost to an episode of care for women with CIN (covering initial diagnosis at colposcopy, management and follow-up), and a proxy outpatient cost for a colposcopy with no CIN. Legood and colleagues, for example, valued these events (in 2001–2 prices) as £624 for colposcopy and treatment for CIN, and £122 for colposcopy outpatients (no CIN) in their modelling based on the NHS pilot studies. 77 But the care of patients in the colposcopy clinics at the pilot sites had not been audited during the evaluation, unlike in our trial’s database.
Short-term cost savings
ARTISTIC was a pragmatic trial in which NHSCSP protocols were followed for managing women whose smears were cytologically abnormal following conventional Papanicolaou screening. As HPV testing had not been introduced in the NHSCSP, the trial management protocols for women in the revealed arm who were HPV +ve were based on internationally recognised practice. At the conclusion of round 1 and at trial end point, the revealed arm was significantly more costly per woman than the concealed arm, the age-adjusted mean costs (covering screening and colposcopy-related events) being £51.86 versus £65.04 for round 1, and £72.18 versus £91.54 for the full trial. Primary care trusts are responsible for commissioning cervical screening services. 78 So, by scaling up these mean costs according to the total numbers of women screened in a primary care trust, we can assess the likely impact the introduction of HPV alongside LBC screening might have. For instance, 26,800 women in the Manchester primary care trust were screened in 2006–7. 42 According to current screening practice using LBC, the budget for their management over 3 years would be approximately £1,390,000, whereas the addition of routine HPV testing could increase the budget to £1,743,000. In Stockport primary care trust, 19,200 women were screened; the 3-year budget for their care could range from £996,000 to £1,249,000 depending on the screening policy selected. During the next recall round for these women it is likely that the combined LBC/HPV screening policy would remain more costly, although the budget would be smaller, because of the reduction in the incidence of cervical abnormalities among women who responded.
The alternative screening policies (scenarios) that we considered incorporated greatly simplified protocols for managing women with abnormal results. The protocols were updated in response to recently available research evidence including the ARTISTIC trial’s results. So, for instance, the proposed protocol for LBC screening followed by HPV triage for borderline or mild dyskaryosis results advised that women who were HPV +ve be referred directly for colposcopy, unlike in the revealed arm of the trial, where the borderline/mild women were resampled and tested for LBC and HPV at 6 months, with further triaging according to their results at 12 months and 24 months. In the other scenario where HPV testing is followed by LBC triage for women who are HPV-positive, women with negative cytology would be retested at 12 months, and if they were still HPV-positive, they would be referred for colposcopy. In the trial HPV testing was further repeated at 24 months for those women who preferred to avoid colposcopy after testing positive at 12 months.
The age-adjusted mean costs for the two triage screening scenarios using LBC cervical samplers, based on resource-use events incurred in round 1, were more favourable than current practice (£38.76 and £48.12 compared with £51.86), even though increasing numbers of women would be referred for colposcopy, particularly in the HPV primary-screening scenario. But if either of these policies was adopted, there is a risk that a marked expansion in the caseloads of colposcopic referrals could impact adversely on the administrative workloads of pathology laboratories where the women’s cervical samples are analysed or tested. Many laboratories in England have assumed responsibility for referring women directly to colposcopy clinics, rather than expecting them to visit their GP surgery for a referral letter, and all laboratories have failsafe procedures to ensure that women who require referral are adequately informed and appropriately managed. 78
Although the economic evaluation overall has not demonstrated cost advantages in adding HPV testing to the current cervical screening programme, the exploration of alternative screening policies has been more positive. However, in achieving cost savings, sacrifices would be made in terms of undetected cases of CIN – 1.5 cases of CIN2+ per 1000 screened women, according to the trial estimates for the revealed arm. The report from the study of the English pilot LBC sites, in which HPV testing was used as a triage, likewise explored alternative screening strategies. For the detailed modelling, clinical and cost data from the pilot sites were combined with other data taken from the literature to derive cost-effectiveness ratios for life-years gained. 41,77 Throughout the conduct of the ARTISTIC trial, we anticipated that we would undertake modelling beyond the trial end point, but relying specifically on clinical outcome data for the randomised arms generated across two rounds of the trial. However, as the outcome results for round 1 were so similar between the arms, and rates for the arms of detected cases of CIN3+ in round 2 were equally small, the trial evidence base would have had to be supplemented by evidence from the literature for modelling purposes. As this task was not undertaken, caution must be exercised when comparing the ARTISTIC economic results with those from the English pilot study.
The UK cervical screening programmes are responsive to new developments that have been robustly evaluated, specifically in the field of screening technologies and public health. The introduction in 2008 of the HPV vaccination programme for girls aged 12–13 years, followed in 2009 by a 2-year catch-up programme for girls up to 18 years, will have a moderating impact on resources allocated for cervical screening from 2015 onwards. In responding to these challenges, the NHSCSP may recommend the adoption of different screening regimes involving LBC and HPV testing (using differing cut-off thresholds) for women who have, or have not, been vaccinated in target age groups. Planning the changes will take time and national policy-makers will be reliant on robust research evidence for testing hypothesised strategies. The ARTISTIC trial carefully documented the clinical experience and outcomes of 24,510 screened women, recording their resource-use events in the primary care sector and in laboratories and colposcopy clinics in the acute hospital sector. This information, together with the detailed costings derived for these events and the accompanying cost-effectiveness analyses, should be treated as an archive that can be used repeatedly by policy-makers in the future.
Psychological analysis
This is the first study in which psychological and psychosexual outcomes have been reported in women receiving HPV results with the control of a randomised arm where the same HPV status was known but not revealed. This ensured a robust means of assessing the true impact of HPV testing when added to routine screening. The overall result was no significant difference in the GHQ caseness rates between the randomised arms of the trial. The reason for the high caseness rate is unclear although in a recently published randomised trial of management choice conducted in women with borderline/mild dyskaryosis from the same geographic area, the baseline GHQ caseness rates were 53% overall compared with 44% in the HPV-concealed arm of this trial. 27 Qualitative research in HPV testing has reported negative feelings, which could impact on psychological and psychosexual function, but the effect may not be sufficiently strong to impact on GHQ caseness. 79
From the randomised comparisons, there was only weak evidence of increased psychological morbidity associated with an HPV result. The observational comparison of HPV +ve and HPV –ve within the revealed arm may be subject to bias as the psychological and behavioural characteristics of women who were HPV +ve appear to differ from those of women who were HPV –ve. This has been seen in terms of the differing levels of sexual satisfaction as measured by the SRS in the concealed arm. If one examines the GHQ score from the concealed arm, women who were HPV +ve tended to have higher GHQ scores than women who were HPV –ve (adjusted mean difference 0.78, 95% CI –0.43 to 1.99, p = 0.21). Although not significant, and perhaps imprecise as the result of a relatively small sample size, this suggests that the causal effect of revealing an HPV +ve result may not be as great as that implied by the observational comparisons.
With regard to GHQ mean scores, these are also higher (4.0 versus 3.2) in HPV +ve women compared with HPV –ve women in the concealed arm, suggesting an unclear relationship between HPV positivity and psychological functioning, perhaps through multiple partners and associated social factors. This may partly explain why in the controlled comparison, a revealed HPV +ve result was not associated with a significantly worse GHQ score or caseness rate. The data from this trial suggest that sexual functioning appears to be better in the HPV +ve women than HPV –ve women in the HPV-concealed arm, whether the women were cytologically –ve or abnormal.
This may be a function of current sexual activity and other social factors. Furthermore, telling women with negative cytology that they are HPV +ve appears to impact negatively on their sexual satisfaction, at least in the short term, compared with the HPV +ve women whose result is concealed. This effect is not seen in women with abnormal cytology. Women who are HPV +ve with or without negative cytology are likely to be currently more sexually active, perhaps with higher levels of sexual satisfaction than their HPV –ve counterparts.
It is clear from qualitative research that for individual women and their partners, reporting HPV +ve results has some adverse effects, but the results of this study clearly indicate that overall, women receiving cytology results do not experience a significant increase in psychological distress from HPV testing. The concealed HPV data indicate that HPV +ve women have higher GHQ scores than HPV –ve women, the reason for which is unclear. In addition, HPV +ve women appear to experience better sexual functioning overall than their HPV –ve counterparts.
Implications for screening
It might have been expected that HPV testing could have added significantly to the sensitivity of screening but this turned out not to be the case. This is probably partly because of the quality of training in cervical cytology in Manchester (and elsewhere in the UK), partly because of the rigour of national guidelines in terms of repeating low-grade abnormalities and, it appears, partly because of improvement in the sensitivity by using LBC. An important consideration is whether the performance of cytology and management of cytological abnormalities was enhanced in this trial. This is unlikely because the cytology was not separated from the rest of the laboratory’s cervical screening workload and the management of abnormalities was according to standard national guidance. The rate of high-grade abnormality was exactly what was expected. However, the borderline rate was higher and there was an increased rate of colposcopy which would identify more disease. It is clear that cytology plus HPV testing is no more effective than cytology alone and it is more costly. The principal question for screening in the future is whether to continue with cytology, and triage by HPV for low-grade abnormalities (as being currently used in the NHSCSP ‘Sentinel Site’ project) or whether to test initially with HPV and triage +ve results with cytology. Women who are HPV +ve/borderline cytology are referred to colposcopy and those women who are borderline/HPV –ve can be returned to routine recall.
The cost analyses for alternative screening policies are based on actual ARTISTIC events which have been age-standardised to the screened population in England. These indicate that there is a cost-saving for cytology triaged by HPV compared with HPV triaged by cytology (age-standardised figures £38.76 versus £48.12). Both of these, however, are cheaper than current management with LBC, which requires many repeat tests. Although the ARTISTIC trial did not compare these approaches directly, the strategy of HPV initially would be more sensitive as demonstrated in many other studies. Cost savings in HPV would be achieved relative to LBC, by using an HC2 cut-off of 2 RLU to achieve greater specificity, and there is the potential to increase screening intervals. This will require further research using data from other studies as well as from ARTISTIC, which is continuing to follow up women to a third round at 6 years. One aspect of HPV screening as an initial stand-alone test is that there would be a small amount of undetected CIN (as would be the case for cytology) including some CIN3; however, it is believed widely that such lesions would not become cancers because virtually all cervical cancers, including adenocarcinomas, are HPV +ve. There appears to be a higher level of protection associated with an HPV –ve result 3 years earlier compared with cytology –ve, particularly as an additional 10 CIN3+ and 32 CIN2+ had been previously identified and treated in the HPV +ve group in round 1. By contrast the HPV +ve group remains at twice the risk of the whole population in round 2, although it accounts for only 8% of the screened women.
The unit costs of cytology and HPV testing appear rather similar. Furthermore, from the ARTISTIC data it appears that HPV triaged by cytology and vice versa would perform similarly. The cost-effectiveness therefore depends, to some extent, on the rates of referral for further investigation.
The cytology abnormality rates are 7–8% in England, with around 200,000 women receiving new colposcopy appointments per year. Among women over 25 years the HPV rates would be around 12.7%, lower than the 15.6% in the whole ARTISTIC cohort because of the high rates in the 20–24-year age group. Using a cut-off of 2 RLU would reduce the HPV +ve rate for women 25 years or older closer to 10%. From ARTISTIC data around 40% of HPV +ve women had abnormal cytology and at least one-quarter of the remainder with negative cytology could be expected to have persistent HPV requiring further investigation. This could result in around 50–60% of HPV +ve women being offered colposcopy, a figure not dissimilar to expected cytology triage referrals. An alternative to colposcopy for women with negative cytology and persistent HPV positivity would simply be to repeat cytology at 12 months and only refer if cytology is abnormal. This would reduce colposcopy referrals for this group of HPV +ve women, but the ARTISTIC experience was that at least 30% of these women failed to attend early recall.
The use of an HPV test which is designed to detect nucleic acid from a sexually transmitted virus is potentially difficult for a small proportion of women, although the evidence from ARTISTIC is that HPV testing did not increase psychological morbidity. Similarly experience from around the world does not suggest that HPV testing generates more distress than does abnormal cytology. Data from the Netherlands suggest that adding HPV testing to cervical screening did not affect participation rates,80 but it is important to provide clear, consistent messages about HPV testing.
The introduction of HPV prophylactic vaccination would increase the rationale for HPV testing in primary cervical screening for both vaccinated and unvaccinated women. The rationale of vaccination is to prevent infection by oncogenic HPV and by so doing prevent precancerous lesions and cancers attributable to HPV types in the vaccine, currently types 16 and 18. It seems entirely possible that vaccines will be developed to achieve a broader degree of protection across more HPV oncotypes. A larger proportion of vaccinated women will therefore remain HPV –ve than is currently the case. It therefore seems logical to consider in the future, testing first for HPV and then, if negative, rescreening after agreed intervals and reserving cytology for HPV +ve women. This would have major implications for cytology activity as it would be cut to no more than 20% of current levels. This would present challenges in quality assurance in terms of maintaining positive predictive values as well as managing change, e.g. in terms of retraining to perform HPV testing.
Notwithstanding the epidemiological case in favour of primary HPV screening there is no doubt that LBC performed extremely well in ARTISTIC. ARTISTIC used exclusively ThinPrep. Around 50% of the LBC in England now use the SurePath system, which may or may not be as sensitive as ThinPrep and may or may not interact with HC2 as ThinPrep did. Whether or not the performance of LBC will be as good across England as it was in ARTISTIC will need to be checked by studying the data from cytology laboratories which converted to LBC around the same time as ARTISTIC and have gone through two rounds. It will be possible to compare the outcomes of women who have undergone two rounds of LBC, 3 years apart, with both SurePath and ThinPrep, in women who were previously cytologically negative and to compare these with the outcomes of similar women in ARTISTIC.
Our data provide some support for the case that a negative HPV test will provide longer protection, i.e that HPV has a longer negative predictive value than cytology. This is because as well as detecting prevalent lesions, HPV status confers levels of risk. A more robust comparison of the longer protection of HPV compared with cytology will be performed on the 6-year follow-up study.
The 6-year follow-up for the ARTISTIC cohort will also provide robust type-specific risk at 6 years for women with negative baseline cytology and valuable data for modelling the impact of vaccination on cytological abnormality. Finally, because blinding will be maintained, a comparison of cytology versus cytology plus HPV testing will be possible over two 3-year rounds of screening.
Primary screening with HPV testing in combination with cytology triage has been recommended only in women aged over 30 years32,81 as HPV is so common in younger women. This conclusion seems questionable in the light of our round 1 results, as high-grade dyskaryosis is as common among HPV +ve women aged under 30 years as in those aged 30–49 years, and much more common than in women aged over 50 years. Our round 2 results however, suggest that the cost–benefit ratio of primary HPV testing at all ages, and particularly in older women, will appear to be worse when prevalent high-grade disease has already been detected and treated after two rounds of screening by LBC. The practical implications for the appropriate screening interval at different ages and the role of HPV testing will be clearer when data from round 3 are available and the pattern of cytological abnormality and HPV prevalence in the context of routine 3-yearly LBC can be observed in this cohort as well as in the national data.
The real challenge for primary HPV testing, however, would be the positive women who are cytologically negative. Further testing would be required because we do not yet have a specific test to identify those with CIN2+ with a reasonable positive predictive value. The advent of convenient restricted 16/18 typing kits and other biomarkers raises the possibility of referring test +ve women for immediate colposcopy and retesting the remaining HPV +ve women at 12 months. Importantly, however, retesting risks losing women. In our study, 35% did not return at 12 months. Patient choice indicated a majority preference for colposcopy and of those who chose repeat testing, again the majority did not return. Of those 265 who chose colposcopy at 12 months, 32 CIN2+ were diagnosed with positive predictive value of 12%. Although this is the most sensitive approach over a single round it is economically more expensive, and more complicated in terms of protocol given the lower specificity in younger women.
The findings of the ARTISTIC trial suggest the following in terms of future screening policy:
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With the whole country now converted to LBC, there is no benefit in combining cytology and HPV testing as a primary screen.
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HPV testing to triage low-grade cytological abnormalities for referral to colposcopy, was less costly than repeat cytology. This provides evidence to support national roll-out following a national cervical screening programme pilot study followed by limited implementation in Sentinel Sites which will report late 2009.
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In the 5- to 10-year term however, the very high negative predictive value of HPV testing, which should allow longer screening intervals, combined with the availability of automated platforms for high throughput could make HPV testing an attractive replacement for LBC as the primary screen. This would require strategies to achieve the necessary specificity for colposcopy referral. By 2017 the HPV vaccinated generation in England (2012 in Scotland, Wales and Northern Ireland) will reach the screening age. This would not only mean fewer HPV +ve women, but our data also show that HPV testing would have the advantage of avoiding the detection of HPV –ve low grade cytology. This not only outnumbers HPV +ve low-grade cytology but also yields almost 20 times less CIN3+.
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HPV primary screening would greatly reduce the volume of cytology with major implications for the number of cytology laboratories and the potential for cytoscreeners to retrain in HPV testing.
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In the longer term, as the proportion of screened women who have been vaccinated increases, there will be a greater than 50% decrease in CIN2+ with significant implications not only for cytology practice but also colposcopy.
It should be noted that in terms of improved detection, strategies to increase the number of younger women who currently do not attend for screening are required. This could have a greater impact than any possible incremental increase in CIN2+ detection based on primary HPV testing.
The combination of HPV and cytology, one triaging the other, is challenging because of the need within the NHSCSP to achieve, by 2009, a primary screening result within 14 days of the cervical sample being taken. Because of the potential for mass testing, and the need to minimise costs, the processing of HPV will need to be undertaken in centralised laboratories to achieve economy of scale. For HPV triage this will mean a ‘hub and spoke’ arrangement whereby samples from women with low-grade abnormalities are sent to a central laboratory for HPV testing. This is being piloted in Sentinel Sites currently and with three runs/week HPV testing results can be available within 2 or 3 days of the sample being sent, which should allow composite results to be available within 14 days.
Research recommendations
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Establish the sensitivity and longer-term negative predictive value of both HPV testing and cytology. This will emerge from the 6-year follow-up in this study.
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Find evidence of the impact of LBC over two screening rounds from other centres. This is work that could be undertaken using routinely available data from other laboratories that have completed two screening rounds using LBC. This should involve both Thinprep and SurePath systems.
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Strategies are needed to refine the application of HPV testing as a primary screen to maintain its sensitivity but increase specificity for onward referral to colposcopy. This could involve HPV genotyping and other biomarkers.
Acknowledgements
This study, which was commissioned under the NHS Health Technology Assessment programme, was conducted under the guidance of a Steering Committee. The independent members are as follows:
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Professor Richard Hobbs, Independent Chair, Department Primary Care and General Practice, University of Birmingham, UK
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Professor Heather Cubie, NHS Lothian R&D Director, ACCORD, Queen’s Medical Research Institute and Consultant Clinical Scientist, Specialist Virology Centre, Royal Infirmary of Edinburgh, UK
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Dr Peter Smith, Department of Cytopathology, Royal Liverpool University Hospitals, UK
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Mr Tito Lopes, Department of Obstetrics and Gynaecology, Queen Elizabeth Hospital, Gateshead, UK
The study Data Monitoring and Ethics Committee comprised the following members:
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Professor David Forman, Chair, Professor of Cancer Epidemiology, University of Leeds, UK
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Professor Peter Saseini, Cancer Research UK Centre for Epidemiology, Mathematics and Statistics, London, UK
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John Tidy, Consultant Gynaecologist, Sheffield Teaching Hospitals, Sheffield, UK
We would like to thank Juanita Steele, the Trial Secretary, for her work over the years; her contribution was essential to the smooth running of the trial and the preparation of the Monograph Report. We are also indebted to the staff in the Manchester Cytology Centre and Stepping Hill Hospital Cytology Laboratory for their commitment to the trial. In particular we wish to mention Yvonne Hughes, Laboratory Manager at Manchester Cytology Centre; Marilyn Shirt, Laboratory Manager at Stepping Hill; and Dr Kate Morgan, Consultant Cytopathologist at Stepping Hill.
We are grateful for the enormous contribution from all GP surgeries and Family Planning Clinics involved in the study, in particular, the sample takers for their co-operation, and also the large numbers of women in Greater Manchester who agreed to participate in ARTISTIC.
We thank the NHS Purchasing and Supplies Agency and Digene (now QIAGEN) Corporation for providing indicative contract prices and the finance departments in Central Manchester and Manchester Children’s Hospitals NHS Trust and Salford Royal NHS Foundation Trust for costing information for colposcopy services. We are grateful to QIAGEN for discounted rates for the HC2 testing kits.
We acknowledge the International Journal of Gynaecological Cancer and the British Journal of Cancer for allowing us to reprint published tables and selected text in relation to the psychological data and baseline results.
The trial was funded by the Health Technology Assessment programme and NHS R&D. The trial received no commercial funding.
The ARTISTIC Trial Study Group
Chief Investigators
HC Kitchener* (Clinical PI)
J Peto*(Statistics and Epidemiology)
Trial Co-ordinators
P Wheeler, C Thomson (School of Cancer and Imaging Sciences, University of Manchester)
Trial Statistician
M Almonte*
Cytopathology
M Desai,* J Mather (Department of Cytology, Central Manchester and Manchester Children’s University Hospitals NHS Trust)
Epidemiology/statistics
C Gilham (Non-Communicable Disease Epidemiology Unit, London School of Hygiene and Tropical Medicine), S. Moss (Institute of Cancer Research), C Roberts*
Health economics
R Dowie,* B Stoykova*
Psychological studies
I Fletcher (Department of Virology, Central Manchester and Manchester Children’s University Hospitals NHS Trust), P Maguire† (CRC Psychological Medicine Group, Christie CRC Research Centre, Manchester)
Virology studies
A Bailey, G Corbitt,† A Turner (Department of Virology, Central Manchester and Manchester Children’s University Hospitals NHS Trust), A Sargent*
Contributions to the report
HC Kitchener, J Peto, S Moss, R Dowie, G Corbitt, M Desai, P Maguire and C Roberts were all involved in the design of the study protocol. H Kitchener, J Peto, M Almonte, R Dowie, B Stoykova, A Sargent, C Roberts and M Desai were responsible for drafting the report and all members of the TMG provided valuable comments and criticism. H Kitchener was responsible for the overall supervision of the trial. J Peto, M Almonte, C Roberts and C Gilham carried out the statistical analysis. M Almonte was responsible for data management. R Dowie and B Stoykova produced the economic analysis. A Sargent, A Bailey and A Turner performed the virological studies. I Fletcher and C Roberts analysed the psychological data. The trial was co-ordinated by P Wheeler from 2001 to 2005, and subsequently by C Thomson, who also helped to produce the manuscript. We are indebted to Juanita Steele for her painstaking work in finalising the report.
Publications
Kitchener HC, Almonte M, Wheeler P, Desai M, Gilham C, Bailey A, et al. on behalf of the ARTISTIC Trial Study Group. HPV testing in routine cervical screening: cross sectional data from the ARTISTIC trial. Br J Cancer 2006;95(1):56–61. Epub 13 June 2006.
Dowie R, Stoykova B, Desai M. Assessing the wellbeing of cytoscreeners: experience in two NHS cytology laboratories. Cytopathology 2006;17:366–73.
Sargent A, Bailey A, Almonte M, Turner A, Thomson C, Peto J, et al. . Prevalence of type-specific HPV infection by age and grade of cervical cytology: data from the ARTISTIC trial. Br J Cancer 2008;98:1704–9.
Dowie R, Stoykova B, Crawford D, Desai M, Mather J, Morgan K, et al. Liquid-based cytology can improve efficiency of cervical smear readers: evidence from timing surveys in two NHS cytology laboratories. Cytopathology 2006;17:65–72.
Kitchener HC, Fletcher I, Roberts C, Wheeler P, Almonte M, Maguire P. The psychological impact of human papillomavirus testing in primary cervical screening – a study within a randomised trial. Int J Gynecol Cancer 2008;18:743–8.
Stoykova B, Kuzmanov G, Dowie R. Putting National Institute for Health and Clinical Excellence guidance into practice: a cost minimization model of a national roll-out of liquid based cytology in England. Int J Technol Assess Health Care 2008;24:391–8.
Kitchener H, Almonte M, Thomson C, Wheeler P, Sargent A, Stoykova B, et al. HPV testing in combination with liquid-based cytology in primary cervical screening (ARTISTIC): a randomised controlled trial. Lancet Oncol 2009;10:672–82.
Disclaimers
The views expressed in this publication are those of the authors and not necessarily those of the HTA programme or the Department of Health.
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Appendix 1 National Screening Committee’s criteria for appraising the viability, effectiveness and appropriateness of a screening programme
The criteria, which are set out below, are based on the classic criteria first promulgated in a World Health Organisation report in 1966 but take into account both the more rigorous standards of evidence required to improve effectiveness and the greater concern about the adverse effects of health care; regrettably some people who undergo screening will suffer adverse effects without receiving benefit from the programme.
These criteria have been prepared taking into account international work on the appraisal of screening programmes, particularly in Canada and the United States. It is recognised that not all of the criteria and questions raised in the format will be applicable to every proposed programme, but the more that are answered will obviously assist the National Screening Committee to make better evidence-based decisions.
All of the following criteria should be met before screening for a condition is initiated:
The condition
The condition should be an important health problem.
The epidemiology and natural history of the condition, including development from latent to declared disease, should be adequately understood and there should be a detectable risk factor or disease marker and a latent period or early symptomatic stage.
All the cost-effective primary prevention interventions should have been implemented as far as practicable.
The test
There should be a simple, safe, precise and validated screening test.
The distribution of test values in the target population should be known and a suitable cut-off level should be defined and agreed.
The test should be acceptable to the population.
There should be an agreed policy on the further diagnostic investigation of individuals with a positive test result and on the choices available to those individuals.
The treatment
There should be an effective treatment or intervention for patients identified through early detection, with evidence of early treatment leading to better outcomes than late treatment.
There should be agreed evidence-based policies covering which individuals should be offered treatment and the appropriate treatment to be offered.
Clinical management of the condition and patient outcomes should be optimised by all health-care providers before participation in a screening programme.
The screening programme
There must be evidence from high-quality randomised controlled trials that the screening programme is effective in reducing mortality or morbidity.
Where screening is aimed solely at providing information to allow the person being screened to make an ‘informed choice’ (e.g. Down syndrome, cystic fibrosis carrier screening) there must be evidence from high-quality trials that the test accurately measures risk. The information that is provided about the test and its outcome must be of value and readily understood by the individual being screened.
There should be evidence that the complete screening programme (test, diagnostic procedures, treatment/intervention) is clinically, socially and ethically acceptable to health professionals and the public.
The benefit from the screening programme should outweigh the physical and psychological harm (caused by the test, diagnostic procedures and treatment).
The opportunity cost of the screening programme (including testing, diagnosis, treatment, administration, training and quality assurance) should be economically balanced in relation to expenditure on medical care as a whole (i.e. value for money).
There must be a plan for managing and monitoring the screening programme and an agreed set of quality assurance standards.
Adequate staffing and facilities for testing, diagnosis, treatment and programme management should be made available before the screening programme commences.
All other options for managing the condition should have been considered (e.g. improving treatment, providing other services), to ensure that no more cost-effective intervention could be introduced or current interventions increased within the resources available.
Evidence based information, explaining the consequences of testing, investigation, and treatment, should be made available to potential participants to assist them in making an informed choice.
Public pressure for widening the eligibility criteria for reducing the screening interval, and for increasing the sensitivity of the testing process, should be anticipated. Decisions about these parameters should be scientifically justifiable to the public.
References
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Department of Health. Screening of pregnant women for hepatitis B and immunisation of babies at risk. London: Department of Health; 1998. (Health Service Circular: HSC 1998/127).
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Wilson JMG, Jungner G. Principles and practice of screening for disease. Public Health Paper Number 34. Geneva: WHO; 1968.
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Gray JAM. Dimensions and definitions of screening. Milton Keynes: NHS Executive Anglia and Oxford, Research and Development Directorate; 1996.
Appendix 2 Results letter
«First_Name» «Last_Name»
«Address1»
«Address2»
«Address3»
«Post_Code»
Dear «First_Name»
Trial Number – «Trial_Number» | Date of Birth – «Date_of_Birth» |
Thank you for continuing to take part in the ARTISTIC study. You will recall that you were randomised to the «Randomisation» group which means that you are notified of your HPV result.
You recently had a smear and HPV test:
Smear result –
HPV Result –
We would like to repeat the test in July 2004. This date will vary from other results letters you may have received and is due to the fact that you are participating in the study. All women in the trial are offered an LBC test three years after they agreed to enter the trial.
Human papillomavirus is a very common infection of the cervix. Most women have the virus at some time in their life, but most clear it without knowing they had it as it produces no symptoms. I enclose a leaflet about HPV for more information.
We will send you a reminder letter nearer the time.
You will also receive this result of your routine smear from the Health Authority. It is important that you realise that although you will receive two separate letters, they both apply to the same test.
Please telephone 0161 000 0000 if you have any queries or would like further information.
Yours sincerely
Professor H C Kitchener
Cc «GP_name»
«GPAddress1»
«GPAddress2»
«GPAddress3»,«GPPost_Code»
Appendix 3 HPV information leaflet
Appendix 4 Consent form
Appendix 5 Patient trial information leaflet
Appendix 6 Supplementary tables
Age in round 1 | HPV –ve | HPV +ve | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
–ve | Borderline/Mild | Moderate+ | –ve | Borderline/Mild | Moderate+ | |||||||||||||
n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | |
20–24 | 1053 | – | – | 101 | 4 | – | 5 | 1 | 1 | 390 | 7 | 5 | 303 | 27 | 28 | 81 | 26 | 32 |
25–29 | 1272 | – | – | 116 | 2 | 2 | 7 | 1 | – | 290 | 8 | – | 190 | 18 | 17 | 71 | 25 | 32 |
30–39 | 4464 | – | – | 380 | 7 | – | 9 | 2 | 3 | 507 | 5 | 4 | 251 | 27 | 19 | 114 | 29 | 56 |
40–49 | 3867 | – | – | 317 | 2 | 1 | 11 | 1 | – | 270 | – | 1 | 96 | 9 | 4 | 40 | 10 | 22 |
50–64 | 3711 | – | – | 205 | 3 | – | 8 | – | – | 218 | 2 | – | 27 | 1 | – | 12 | 3 | 6 |
All ages | 14,367 | – | – | 1119 | 18 | 3 | 40 | 5 | 4 | 1675 | 22 | 10 | 867 | 82 | 68 | 318 | 93 | 148 |
Age in Round 1 | HPV –ve | HPV +ve | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
–ve | Borderline/Mild | Moderate+ | –ve | Borderline/Mild | Moderate+ | |||||||||||||
n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | |
20–24 | 358 | – | – | 31 | 1 | 1 | – | – | – | 128 | – | 99 | 6 | 6 | 26 | 8 | 11 | |
25–29 | 436 | – | – | 38 | 1 | – | – | – | – | 87 | – | 59 | 10 | 6 | 25 | 5 | 18 | |
30–39 | 1468 | – | – | 130 | 1 | – | 1 | – | – | 172 | – | 88 | 11 | 5 | 30 | 2 | 21 | |
40–49 | 1268 | – | – | 114 | 1 | 1 | 5 | 1 | – | 75 | – | 41 | 2 | 1 | 13 | 3 | 7 | |
50–64 | 1257 | – | – | 65 | – | – | – | – | – | 89 | – | 16 | 1 | – | 5 | – | 3 | |
All ages | 4787 | – | – | 378 | 4 | 2 | 6 | 1 | – | 551 | – | 303 | 30 | 18 | 99 | 18 | 60 |
Age in round 1 | HPV –ve | HPV +ve | ||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
–ve | Borderline/Mild | Moderate+ | –ve | Borderline/Mild | Moderate+ | |||||||||||||
n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | |
20–24 | 649 | – | – | 23 | – | – | – | – | – | 192 | – | – | 82 | 7 | 4 | 11 | 5 | 3 |
25–29 | 852 | – | – | 37 | 2 | – | – | – | – | 127 | – | – | 52 | 8 | 3 | 13 | 1 | 6 |
30–39 | 3519 | – | – | 120 | 1 | 1 | 1 | – | – | 263 | – | – | 84 | 5 | 3 | 10 | 1 | 5 |
40–49 | 3435 | – | – | 83 | 1 | – | 1 | – | – | 156 | – | – | 35 | 2 | 2 | 3 | – | 1 |
50–64 | 3394 | – | – | 36 | – | – | 1 | – | – | 120 | – | – | 15 | 1 | 1 | – | – | – |
All ages | 11,849 | – | – | 299 | 4 | 1 | 3 | – | – | 858 | – | – | 268 | 23 | 13 | 37 | 7 | 15 |
Age in round 1 | HPV missing | ||||||||
---|---|---|---|---|---|---|---|---|---|
Negative | Borderline/Mild | Moderate+ | |||||||
n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | n | CIN2 | CIN3+ | |
20–24 | 179 | – | – | 23 | 2 | – | 3 | 2 | – |
25–29 | 172 | – | – | 19 | 1 | – | 2 | 1 | – |
30–39 | 399 | – | – | 31 | – | – | 2 | – | – |
40–49 | 263 | – | – | 17 | 2 | – | – | – | – |
50–64 | 207 | – | – | 6 | – | 1 | 2 | – | 1 |
All ages | 1220 | – | – | 96 | 5 | 1 | 9 | 3 | 1 |
RLU | < 1 | 1–1.99 | 2–3.99 | 4–9.99 | 10+ | All women | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | n | % | n | % | n | % | |
Cytology in round 1 | ||||||||||||
–ve | 19,154 | 89.6 | 526 | 2.5 | 328 | 1.5 | 354 | 1.7 | 1018 | 4.8 | 21,380 | 100 |
Borderline/mild | 1497 | 56.1 | 83 | 3.1 | 49 | 1.8 | 89 | 3.3 | 949 | 35.6 | 2667 | 100 |
Moderate/worse | 46 | 9.9 | 4 | 0.9 | 7 | 1.5 | 15 | 3.2 | 391 | 84.5 | 463 | 100 |
All women | 20,697 | 84.4 | 613 | 2.5 | 384 | 1.6 | 458 | 1.9 | 2358 | 9.6 | 24,510 | 100 |
Histology by cytology in round 1 | ||||||||||||
–ve | ||||||||||||
CIN2 | – | 4 | 18.2 | – | 3 | 13.6 | 15 | 68.2 | 22 | 100 | ||
CIN3+ | – | 1 | 10.0 | 2 | 20.0 | – | 7 | 70.0 | 10 | 100 | ||
Borderline/mild | ||||||||||||
CIN2 | 22 | 16.4 | 4 | 3.0 | 3 | 2.2 | 6 | 4.5 | 99 | 73.9 | 134 | 100 |
CIN3+ | 5 | 5.5 | 2 | 2.2 | 1 | 1.1 | 3 | 3.3 | 80 | 87.9 | 91 | 100 |
Moderate/worse | ||||||||||||
CIN2 | 6 | 5.2 | 2 | 1.7 | 2 | 1.7 | 4 | 3.4 | 102 | 87.9 | 116 | 100 |
CIN3+ | 4 | 1.9 | 1 | 0.5 | 4 | 1.9 | 8 | 3.8 | 195 | 92.0 | 212 | 100 |
CIN2+ in round 1 | 37 | 6.3 | 14 | 2.4 | 12 | 2.1 | 24 | 4.1 | 498 | 85.1 | 585 | 100 |
RLU/Co | <1 | 1+ | 1–1.99 | 2+ | 2–3.99 | 4+ | 4–9.99 | 10+ |
---|---|---|---|---|---|---|---|---|
Cytology in round 1 | ||||||||
Negative | 19,154 | 2226 | 526 | 1700 | 328 | 1372 | 354 | 1018 |
Borderline/mild | 1497 | 1170 | 83 | 1087 | 49 | 1038 | 89 | 949 |
Moderate/worse | 46 | 417 | 4 | 413 | 7 | 406 | 15 | 391 |
All women | 20,697 | 3813 | 613 | 3200 | 384 | 2816 | 458 | 2358 |
Histology by cytology in round 1 | ||||||||
Negative | ||||||||
CIN2 | – | 22 | 4 | 18 | – | 18 | 3 | 15 |
CIN3+ | – | 10 | 1 | 9 | 2 | 7 | – | 7 |
Borderline/mild | ||||||||
CIN2 | 22 | 112 | 4 | 108 | 3 | 105 | 6 | 99 |
CIN3+ | 5 | 86 | 2 | 84 | 1 | 83 | 3 | 80 |
Moderate/worse | ||||||||
CIN2 | 6 | 110 | 2 | 108 | 2 | 106 | 4 | 102 |
CIN3+ | 4 | 208 | 1 | 207 | 4 | 203 | 8 | 195 |
CIN2+ in round 1 | 37 | 548 | 14 | 534 | 12 | 522 | 24 | 498 |
HC2 negatives | HPV 16 | HPV 18 (not HPV 16) | Other HC2 positivesa | Total | |
---|---|---|---|---|---|
Age (years) | |||||
20–24 | 1548 (60.1%) | 315 (12.2%) | 80 (3.1%) | 632 (24.6%) | 2575 (100%) |
25–34 | 4867 (77.6%) | 320 (5.1%) | 127 (2.0%) | 957 (15.3%) | 6271 (100%) |
25–34 | 6538 (89.2%) | 112 (1.5%) | 43 (0.6%) | 638 (8.7%) | 7331 (100%) |
45–54 | 4707 (92.2%) | 35 (0.7%) | 15 (0.3%) | 345 (6.8%) | 5102 (100%) |
55–64 | 3037 (94.0%) | 21 (0.7%) | 7 (0.2%) | 166 (5.1%) | 3231 (100%) |
Cytology | |||||
Negative | 19,154 (89.6%) | 318 (1.5%) | 143 (0.7%) | 1765 (8.2%) | 21,380 (100%) |
Borderline | 1232 (68.9%) | 125 (7.0%) | 54 (3.0%) | 378 (21.1%) | 1789 (100%) |
Mild | 265 (30.2%) | 152 (17.3%) | 40 (4.6%) | 421 (47.9%) | 878 (100%) |
Moderate | 38 (14.0%) | 107 (39.5%) | 18 (6.6%) | 108 (39.9%) | 271 (100%) |
Severe or worse | 8 (4.2%) | 101 (52.6%) | 17 (8.8%) | 66 (34.4%) | 192 (100%) |
Histology | |||||
CIN1 or less | 318 (40.8%) | 104 (13.3%) | 48 (6.2%) | 310 (39.7%) | 780 (100%) |
CIN2 | 15 (7.1%) | 85 (40.1%) | 15 (7.1%) | 97 (45.7%) | 212 (100%) |
CIN3/SCC | 7 (2.7%) | 157 (60.4%) | 14 (5.4%) | 82 (31.5%) | 260 (100%) |
CGIN/ADCC | 3 (16.7%) | 6 (33.3%) | 6 (33.3%) | 3 (16.7%) | 18 (100%) |
Abnormal cytology, no histology b | 1200 (64.5%) | 133 (7.1%) | 46 (2.5%) | 481 (25.9%) | 1860 (100%) |
Total | 20,697 (84.4%) | 803 (3.3%) | 272 (1.1%) | 2738 (11.2%) | 24,510 (100%) |
Comparison between the HC2 and AMPLICOR tests for high-risk HPV in cervical samples showing borderline cytological abnormalities
As shown in Table 64, an increased proportion of samples from women with borderline cytology were positive by AMPLICOR (38.7%) compared with HC2 (32.3%) (p = < 0.001). The overall agreement was 83.5% (Cohen’s kappa value, 0.64). Where sample volumes were sufficient, genotyping by the prototype LBA showed that 77.4% (261/337) of the HC2 +ve samples contained an HR target type, with HPV16 and/or HPV18 detected in 29.4% (99/337) of the samples. By comparison, HR target types were detected in 70.1% (284/405) of the AMPLICOR positive samples, with HPV16 and/or HPV18 detected in 27.4% (111/405) of the samples. The clinical outcome during a 3-year follow-up period is shown in Table 65. The higher sensitivity of the AMPLICOR test which detected an additional 67 HPV +ve women was not translated into an increased CIN2+ detection rate with 43 (4.1%) cases being detected both in HC2 +ve and AMPLICOR +ve women. Hence, the increased sensitivity of the AMPLICOR for HPV detection does not appear to be of any clinical benefit but could result in significantly more women being triaged for colposcopy were it to be used in this setting.
AMPLICOR (cut-off 0.2 ≥ OD) | |||
---|---|---|---|
HC2 (cut-off ≥ 1 RLU) | Positive | Negative | Total |
Positive | 288 (27.2%) | 54 (5.1%) | 342 (32.3%) |
Negative | 121 (11.4%) | 595 (56.2%) | 716 (67.7%) |
Total | 409 (38.7%) | 649 (61.3%) | 1058 |
Cytological regression bord → neg (colposcopy not required) | Colposcopy outcome | Unsatisfactory or did not return | Total no. | ||||
---|---|---|---|---|---|---|---|
No CIN | HPV/CIN1 | CIN2 | CIN3+ | ||||
Discrepant results | |||||||
HC2 neg/AMP pos | 101 (83.5%) | 12 (9.9%) | 5 (4.1%) | 2 (1.7%) | 0 (0%) | 1 (0.8%) | 121 |
HC2 pos/AMP neg | 36 (66.7%) | 10 (18.5%) | 4 (7.4%) | 2 (3.7%) | 0 (0%) | 2 (3.7%) | 54 |
Concordant results | |||||||
HC2 pos/AMP pos | 161 (55.9%) | 40 (13.9%) | 38 (13.2%) | 16 (5.6%) | 25 (8.7%) | 8 (2.8%) | 288 |
HC2 neg/AMP neg | 467 (78.5%) | 70 (11.8%) | 40 (6.7%) | 7 (1.2%) | 2 (0.3%) | 9 (1.5%) | 595 |
Total no. | 765 (72.3%) | 132 (12.5%) | 87 (8.2%) | 27 (2.6%) | 27 (2.6%) | 20 (1.9%) | 1058 |
Prospective analysis comparing HC2 and AMPLICOR in a group of ARTISTIC women during round 2
As shown in Table 66, a greater proportion of the 5020 women attending for routine screening were positive by AMPLICOR (17.1%) compared with HC2 (10.4%) (p = < 0.001). The overall agreement was 89.8% (Cohen’s kappa value, 0.58). This discrepancy in positivity between AMPLICOR and HC2 is consistent across the age range.
HC2 (Cut-off ≥1RLU) | AMPLICOR (Cut-off 0.2 ≥ OD) | Total | |
---|---|---|---|
Positive | Negative | ||
Positive | 435 (8.7%) | 86 (1.7%) | 521 (10.4%) |
Negative | 425 (8.5%) | 4074 (81.2%) | 4499 (89.6%) |
Total | 860 (17.1%) | 4160 (82.9%) | 5020 |
Cytology results were available for 4272 women and the concordance between the two tests by different grade is shown in Table 67. The AMPLICOR test detected more HPV infection than HC2 in women with negative, borderline and mild cytology; however, both assays showed identical sensitivity for detecting HPV in women with moderate or severe grades of cytological abnormality. Follow-up samples will determine the significance of the extra HPV infections detected by AMPLICOR in women in the negative and low-grade cytology groups (particularly the extra 69 HPV16 and/or HPV18 women detected).
Cytology grade | HC2 pos/AMP pos | HC2 neg/AMP neg | HC2 pos/AMP neg | HC2 neg/AMP pos | Overall agreement |
---|---|---|---|---|---|
Negative (n = 4024) | 251 (6.2%) | 3376 (83.9%) | 67 (1.7%) | 330 (8.2%) | 3627 (90.1%) |
Borderline (n = 155) | 60 (38.7%) | 72 (46.5%) | 4 (2.6%) | 19 (12.3%) | 132 (85.2%) |
Mild (n = 76) | 47 (61.8%) | 14 (18.4%) | 7 (9.2%) | 8 (10.5%) | 61 (80.3%) |
Moderate (n = 12) | 12 (100%) | 0 | 0 | 0 | 12 (100%) |
Severe (n = 5) | 5 (100%) | 0 | 0 | 0 | 5 (100%) |
Although the AMPLICOR assay demonstrated greater sensitivity over the HC2 test it also appears to have lower specificity compared with HC2 as indicated by the reduced percentage of samples which could be typed as HR using either the prototype LBA or the LA commercial assay compared with those typed as HR in the HC2 +ve group. The overall performance of the LBA and the LA for the detection of HR target types is compared in Figure 19. The LA has increased sensitivity compared with the LBA for the detection of HC2/AMPLICOR target types with 73.9% (385/521) and 81.4% (424/521) of HC2 +ve samples containing a HR target type by the LBA and LA respectively. In comparison only 52.9% (455/860) and 53.0% (456/860) of AMPLICOR +ve samples contained a HR target type by the LBA and LA respectively.
Round 1 | Second sample | Time (months) to sample | No second sample | Total | ||||
---|---|---|---|---|---|---|---|---|
< 12.0 | 12.0–23.9 | 24.0–35.9 | 36.0–47.9 | 48.0 + | ||||
HPV16+ | HPV16+ | 234 | 61 | 15 | 22 | 4 | 336 | |
Other | 97 | 76 | 55 | 61 | 30 | 319 | ||
No. tested | 331 | 137 | 70 | 83 | 34 | 150 | 805 | |
Persistence (%) | 70.7 | 44.5 | 21.4 | 26.5 | 11.8 | 51.3 | ||
HPV18+ | HPV18+ | 70 | 15 | 5 | 6 | 2 | 98 | |
Other | 46 | 44 | 21 | 24 | 9 | 144 | ||
No. tested | 116 | 59 | 26 | 30 | 11 | 77 | 319 | |
Persistence (%) | 60.3 | 25.4 | 19.2 | 20.0 | 18.2 | 40.5 | ||
HPV31+ | HPV31+ | 91 | 20 | 7 | 7 | – | 125 | |
Other | 35 | 37 | 23 | 27 | 15 | 137 | ||
No. tested | 126 | 57 | 30 | 34 | 15 | 64 | 326 | |
Persistence (%) | 72.2 | 35.1 | 23.3 | 20.6 | 47.7 | |||
HPV33+ | HPV33+ | 45 | 13 | – | – | 2 | 60 | |
Other | 42 | 18 | 10 | 10 | 8 | 88 | ||
No. tested | 87 | 31 | 10 | 10 | 10 | 35 | 183 | |
Persistence (%) | 51.7 | 41.9 | – | – | 20.0 | 40.5 | ||
HPV35+ | HPV35+ | 23 | 10 | 1 | – | – | 34 | |
Other | 22 | 11 | 6 | 8 | 8 | 55 | ||
No. tested | 45 | 21 | 7 | 8 | 8 | 19 | 108 | |
Persistence (%) | 51.1 | 47.6 | 14.3 | – | – | 38.2 | ||
HPV39+ | HPV39+ | 50 | 15 | – | 3 | 1 | 69 | |
Other | 50 | 36 | 23 | 16 | 12 | 137 | ||
No. tested | 100 | 51 | 23 | 19 | 13 | 60 | 266 | |
Persistence (%) | 50.0 | 29.4 | – | 15.8 | 7.7 | 33.5 | ||
HPV45+ | HPV45+ | 47 | 16 | 4 | 2 | 1 | 70 | |
Other | 25 | 18 | 19 | 15 | 9 | 86 | ||
No. tested | 72 | 34 | 23 | 17 | 10 | 34 | 190 | |
Persistence (%) | 65.3 | 47.1 | 17.4 | 11.8 | 10.0 | 44.9 | ||
HPV51+ | HPV51+ | 54 | 18 | 2 | 2 | – | 76 | |
Other | 63 | 43 | 16 | 17 | 12 | 151 | ||
No. tested | 117 | 61 | 18 | 19 | 12 | 78 | 305 | |
Persistence (%) | 46.2 | 29.5 | 11.1 | 10.5 | – | 33.5 | ||
HPV52+ | HPV52+ | 80 | 36 | 5 | 6 | 1 | 128 | |
Other | 48 | 44 | 17 | 33 | 21 | 163 | ||
No. tested | 128 | 80 | 22 | 39 | 22 | 76 | 367 | |
Persistence (%) | 62.5 | 45.0 | 22.7 | 15.4 | 4.6 | 44.0 | ||
HPV56+ | HPV56+ | 23 | 8 | 3 | 1 | – | 35 | |
Other | 40 | 32 | 9 | 14 | 11 | 106 | ||
No. tested | 63 | 40 | 12 | 15 | 11 | 41 | 182 | |
Persistence (%) | 36.5 | 20.0 | 25.0 | 6.7 | – | 24.8 | ||
HPV58+ | HPV58+ | 36 | 8 | 1 | 3 | – | 48 | |
Other | 36 | 25 | 10 | 13 | 8 | 92 | ||
No. tested | 72 | 33 | 11 | 16 | 8 | 28 | 168 | |
Persistence (%) | 50.0 | 24.2 | 9.1 | 18.8 | – | 34.3 | ||
HPV59+ | HPV59+ | 26 | 15 | 1 | 4 | – | 46 | |
Other | 36 | 27 | 10 | 14 | 10 | 97 | ||
No. tested | 62 | 42 | 11 | 18 | 10 | 56 | 199 | |
Persistence (%) | 41.9 | 35.7 | 9.1 | 22.2 | – | 32.2 | ||
HPV68+ | HPV68+ | 16 | 6 | 1 | 1 | – | 24 | |
Other | 19 | 12 | 2 | 7 | 2 | 42 | ||
No. tested | 35 | 18 | 3 | 8 | 2 | 28 | 94 | |
Persistence (%) | 45.7 | 33.3 | 33.3 | 12.5 | – | 36.4 |
Screening policy | CIN2+ | CIN3+ | |||||||
---|---|---|---|---|---|---|---|---|---|
n (%) CIN2+ not detected | CIN2+ sensitivity | n (%) referred for colposcopy | CIN2+ specificity | n (%) CIN3+ not detected | CIN3+ sensitivity | ||||
Women aged 20–29 years (n = 3879) | |||||||||
(236 CIN2+, 117 CIN3+) | |||||||||
Cytology alone | 20 | (8.5%) | 91.5% | 874 | (22.5%) | 81.9% | 5 | (4.3%) | 95.7% |
Cytology with HPV triage of borderline lesions | 27 | (11.4%) | 88.6% | 696 | (17.9%) | 86.6% | 6 | (5.1%) | 94.9% |
HPV with cytology triage | 31 | (13.1%) | 86.9% | 645 | (16.6%) | 87.9% | 8 | (6.8%) | 93.2% |
HPV with cytology triage and repeat HPV if cytology –ve | 11 | (4.7%) | 95.3% | 1325 | (34.2%) | 69.8% | 3 | (2.6%) | 97.4% |
Cytology and HPV testing and repeat HPV if cytology –ve | 0 | 100% | 1554 | (40.1%) | 63.8% | 0 | 100% | ||
Women aged 30–39 years (n = 5725) | |||||||||
(152 CIN2+, 82 CIN3+) | |||||||||
Cytology alone | 9 | (5.9%) | 94.1% | 754 | (13.2%) | 89% | 4 | (4.9%) | 95.1% |
Cytology with HPV triage of borderline lesions | 15 | (9.9%) | 90.1% | 442 | (7.7%) | 94.5% | 4 | (4.9%) | 95.1% |
HPV with cytology triage | 21 | (13.8%) | 86.2% | 365 | (6.4%) | 95.8% | 7 | (8.5%) | 91.5% |
HPV with cytology triage and repeat HPV if cytology –ve | 12 | (7.9%) | 92.1% | 872 | (15.2%) | 86.9% | 3 | (3.7%) | 96.3% |
Cytology and HPV testing and repeat HPV if cytology –ve | 0 | 100% | 1261 | (22%) | 80.1% | 0 | 100% | ||
Women aged 40–64 years (n = 8782) | |||||||||
(65 CIN2+, 34 CIN3+) | |||||||||
Cytology alone | 3 | (4.6%) | 95.4% | 716 | (8.2%) | 92.5% | 1 | (2.9%) | 97.1% |
Cytology with HPV triage of borderline lesions | 8 | (12.3%) | 87.7% | 283 | (3.2%) | 97.4% | 2 | (5.9%) | 94.1% |
HPV with cytology triage | 10 | (15.4%) | 84.6% | 175 | (2%) | 98.6% | 2 | (5.9%) | 94.1% |
HPV with cytology triage and repeat HPV if cytology –ve | 7 | (10.8%) | 89.2% | 663 | (7.5%) | 93.1% | 1 | (2.9%) | 97.1% |
Cytology and HPV testing and repeat HPV if cytology –ve | 0 | 100% | 1204 | (13.7%) | 86.9% | 0 | 100% | ||
All women (n = 18,386) | |||||||||
(453 CIN2+, 233 CIN3+) | |||||||||
Cytology alone | 32 | (7.1%) | 92.9% | 2344 | (12.7%) | 89.3% | 10 | (4.3%) | 95.7% |
Cytology with HPV triage of borderline lesions | 50 | (11%) | 89% | 1421 | (7.7%) | 94.3% | 12 | (5.2%) | 94.8% |
HPV with cytology triage | 62 | (13.7%) | 86.3% | 1185 | (6.4%) | 95.6% | 17 | (7.3%) | 92.7% |
HPV with cytology triage and repeat HPV if cytology –ve | 30 | (6.6%) | 93.4% | 2860 | (15.6%) | 86.4% | 7 | (3%) | 97% |
Cytology and HPV testing and repeat HPV if cytology –ve | 0 | 100% | 4019 | (21.9%) | 80.1% | 0 | 100% |
Women on routine recall in England 2006–7 | Derived weight | |
---|---|---|
Age at 31 March 2007 | Total recalled | |
Under 20 | 1033 | 0.033 |
20–24 | 228,464 | |
25–29 | 693,448 | 0.101 |
30–34 | 606,956 | 0.124 |
35–39 | 628,554 | 0.150 |
40–44 | 591,196 | 0.155 |
45–49 | 484,767 | 0.134 |
50–54 | 380,122 | 0.111 |
55–59 | 337,906 | 0.103 |
60–64 | 284,406 | 0.089 |
65–69 | 63,550 | NA |
70–74 | 15,092 | NA |
75 and over | 8417 | NA |
Appendix 7 STARD checklist for reporting of studies of diagnostic accuracy (version January 2003)
Section and Topic | Item no. | On page no. | |
---|---|---|---|
TITLE/ABSTRACT/ KEYWORDS |
1 | Identify the article as a study of diagnostic accuracy (recommend MeSH heading ‘sensitivity and specificity’). | iii |
INTRODUCTION | 2 | State the research questions or study aims, such as estimating diagnostic accuracy or comparing accuracy between tests or across participant groups. | 3–5 |
METHODS | |||
Participants | 3 | The study population: The inclusion and exclusion criteria, setting and locations where data were collected. | 7 |
4 | Participant recruitment: Was recruitment based on presenting symptoms, results from previous tests, or the fact that the participants had received the index tests or the reference standard? | 7 | |
5 | Participant sampling: Was the study population a consecutive series of participants defined by the selection criteria in item 3 and 4? If not, specify how participants were further selected. | 7 | |
6 | Data collection: Was data collection planned before the index test and reference standard were performed (prospective study) or after (retrospective study)? | 7 | |
Test methods | 7 | The reference standard and its rationale. | 8, 9, 11 |
8 | Technical specifications of material and methods involved including how and when measurements were taken, and/or cite references for index tests and reference standard. | 15–17 | |
9 | Definition of and rationale for the units, cut-offs and/or categories of the results of the index tests and the reference standard. | 17 | |
10 | The number, training and expertise of the persons executing and reading the index tests and the reference standard. | 39 | |
11 | Whether or not the readers of the index tests and reference standard were blind (masked) to the results of the other test and describe any other clinical information available to the readers. | 8 | |
Statistical methods | 12 | Methods for calculating or comparing measures of diagnostic accuracy, and the statistical methods used to quantify uncertainty (e.g. 95% confidence intervals). | 20, 24 |
13 | Methods for calculating test reproducibility, if done. | NA | |
RESULTS | |||
Participants | 14 | When study was performed, including beginning and end dates of recruitment. | 28 |
15 | Clinical and demographic characteristics of the study population (at least information on age, gender, spectrum of presenting symptoms). |
31 (Table 5) |
|
16 | The number of participants satisfying the criteria for inclusion who did or did not undergo the index tests and/or the reference standard; describe why participants failed to undergo either test (a flow diagram is strongly recommended). |
27 (Figure 5) |
|
Test results | 17 | Time-interval between the index tests and the reference standard, and any treatment administered in between. | NA |
18 | Distribution of severity of disease (define criteria) in those with the target condition; other diagnoses in participants without the target condition. | NA | |
19 | A cross-tabulation of the results of the index tests (including indeterminate and missing results) by the results of the reference standard; for continuous results, the distribution of the test results by the results of the reference standard. |
32 (Table 6) |
|
20 | Any adverse events from performing the index tests or the reference standard. | NA | |
Estimates | 21 | Estimates of diagnostic accuracy and measures of statistical uncertainty (e.g. 95% confidence intervals). | NA |
22 | How indeterminate results, missing data and outliers of the index tests were handled. | 27 | |
23 | Estimates of variability of diagnostic accuracy between subgroups of participants, readers or centres, if done. | NA | |
24 | Estimates of test reproducibility, if done. | NA | |
DISCUSSION | 25 | Discuss the clinical applicability of the study findings. | 91–3 |
List of abbreviations
- ARTISTIC
- A Randomised Trial In Screening To Improve Cytology
- BMS
- biomedical scientist
- CGIN
- cervical glandular intraepithelial neoplasia
- CI
- confidence interval
- CIN
- cervical intraepithelial neoplasia
- CIN2+
- any lesion of CIN2 or worse
- CIN3+
- any lesion of CIN3 or worse
- CM&MC
- Central Manchester and Manchester Children’s Hospital
- CSP
- cervical screening programme
- DNA
- deoxyribonucleic acid
- FPC
- family planning clinic
- GHQ
- General Health Questionnaire
- GP
- general practitioner
- HC2
- Hybrid Capture 2
- HPV
- human papillomavirus
- HPV 5 HR types
- HPV16+ and/or HPV18+ and/or HPV31+ and/or HPV33+ and/or HPV45+
- HPV +ve
- positive result using HC2 at a cut-off of ≥ 1 RLU/Co
- HPV –ve
- negative HC2 result
- HR-HPV
- high-risk human papillomavirus
- HSIL
- high-grade squamous intraepithelial lesion
- ICER
- incremental cost-effectiveness ratio
- IQR
- interquartile range
- LA
- Linear Array
- LBA
- line blot assay
- LBC
- liquid-based cytology
- LLETZ
- large loop excision of the transformation zone
- LSHTM
- London School of Hygiene and Tropical Medicine
- LSIL
- low-grade squamous intraepithelial lesion
- MCC
- Manchester Cytology Centre
- MRI
- Manchester Royal Infirmary
- NHSCSP
- National Health Service Cervical Screening Programme
- NICE
- National Institute for Health and Clinical Excellence
- OD
- optical density
- PCR
- polymerase chain reaction
- QALY
- quality adjusted life-year
- QARC
- Quality Assurance Reference Centre
- RLU
- relative light unit
- RLU/Co
- relative light unit/mean control
- RNA
- ribonucleic acid
- SA-HRP
- streptavidin–horseradish peroxidase
- SD
- standard deviation
- SRS
- Sexual Rating Scale
- STAI
- Spielberger State–Trait Anxiety Inventory
- TMB
- tetramethylbenzidene
- TTO
- time trade-off
- VAT
- value added tax
- WNL
- within normal limits
All abbreviations that have been used in this report are listed here unless the abbreviation is well known (e.g. NHS), or it has been used only once, or it is a non-standard abbreviation used only in figures/tables/appendices, in which case the abbreviation is defined in the figure legend or in the notes at the end of the table.
Notes
Health Technology Assessment reports published to date
-
Home parenteral nutrition: a systematic review.
By Richards DM, Deeks JJ, Sheldon TA, Shaffer JL.
-
Diagnosis, management and screening of early localised prostate cancer.
A review by Selley S, Donovan J, Faulkner A, Coast J, Gillatt D.
-
The diagnosis, management, treatment and costs of prostate cancer in England and Wales.
A review by Chamberlain J, Melia J, Moss S, Brown J.
-
Screening for fragile X syndrome.
A review by Murray J, Cuckle H, Taylor G, Hewison J.
-
A review of near patient testing in primary care.
By Hobbs FDR, Delaney BC, Fitzmaurice DA, Wilson S, Hyde CJ, Thorpe GH, et al.
-
Systematic review of outpatient services for chronic pain control.
By McQuay HJ, Moore RA, Eccleston C, Morley S, de C Williams AC.
-
Neonatal screening for inborn errors of metabolism: cost, yield and outcome.
A review by Pollitt RJ, Green A, McCabe CJ, Booth A, Cooper NJ, Leonard JV, et al.
-
Preschool vision screening.
A review by Snowdon SK, Stewart-Brown SL.
-
Implications of socio-cultural contexts for the ethics of clinical trials.
A review by Ashcroft RE, Chadwick DW, Clark SRL, Edwards RHT, Frith L, Hutton JL.
-
A critical review of the role of neonatal hearing screening in the detection of congenital hearing impairment.
By Davis A, Bamford J, Wilson I, Ramkalawan T, Forshaw M, Wright S.
-
Newborn screening for inborn errors of metabolism: a systematic review.
By Seymour CA, Thomason MJ, Chalmers RA, Addison GM, Bain MD, Cockburn F, et al.
-
Routine preoperative testing: a systematic review of the evidence.
By Munro J, Booth A, Nicholl J.
-
Systematic review of the effectiveness of laxatives in the elderly.
By Petticrew M, Watt I, Sheldon T.
-
When and how to assess fast-changing technologies: a comparative study of medical applications of four generic technologies.
A review by Mowatt G, Bower DJ, Brebner JA, Cairns JA, Grant AM, McKee L.
-
Antenatal screening for Down’s syndrome.
A review by Wald NJ, Kennard A, Hackshaw A, McGuire A.
-
Screening for ovarian cancer: a systematic review.
By Bell R, Petticrew M, Luengo S, Sheldon TA.
-
Consensus development methods, and their use in clinical guideline development.
A review by Murphy MK, Black NA, Lamping DL, McKee CM, Sanderson CFB, Askham J, et al.
-
A cost–utility analysis of interferon beta for multiple sclerosis.
By Parkin D, McNamee P, Jacoby A, Miller P, Thomas S, Bates D.
-
Effectiveness and efficiency of methods of dialysis therapy for end-stage renal disease: systematic reviews.
By MacLeod A, Grant A, Donaldson C, Khan I, Campbell M, Daly C, et al.
-
Effectiveness of hip prostheses in primary total hip replacement: a critical review of evidence and an economic model.
By Faulkner A, Kennedy LG, Baxter K, Donovan J, Wilkinson M, Bevan G.
-
Antimicrobial prophylaxis in colorectal surgery: a systematic review of randomised controlled trials.
By Song F, Glenny AM.
-
Bone marrow and peripheral blood stem cell transplantation for malignancy.
A review by Johnson PWM, Simnett SJ, Sweetenham JW, Morgan GJ, Stewart LA.
-
Screening for speech and language delay: a systematic review of the literature.
By Law J, Boyle J, Harris F, Harkness A, Nye C.
-
Resource allocation for chronic stable angina: a systematic review of effectiveness, costs and cost-effectiveness of alternative interventions.
By Sculpher MJ, Petticrew M, Kelland JL, Elliott RA, Holdright DR, Buxton MJ.
-
Detection, adherence and control of hypertension for the prevention of stroke: a systematic review.
By Ebrahim S.
-
Postoperative analgesia and vomiting, with special reference to day-case surgery: a systematic review.
By McQuay HJ, Moore RA.
-
Choosing between randomised and nonrandomised studies: a systematic review.
By Britton A, McKee M, Black N, McPherson K, Sanderson C, Bain C.
-
Evaluating patient-based outcome measures for use in clinical trials.
A review by Fitzpatrick R, Davey C, Buxton MJ, Jones DR.
-
Ethical issues in the design and conduct of randomised controlled trials.
A review by Edwards SJL, Lilford RJ, Braunholtz DA, Jackson JC, Hewison J, Thornton J.
-
Qualitative research methods in health technology assessment: a review of the literature.
By Murphy E, Dingwall R, Greatbatch D, Parker S, Watson P.
-
The costs and benefits of paramedic skills in pre-hospital trauma care.
By Nicholl J, Hughes S, Dixon S, Turner J, Yates D.
-
Systematic review of endoscopic ultrasound in gastro-oesophageal cancer.
By Harris KM, Kelly S, Berry E, Hutton J, Roderick P, Cullingworth J, et al.
-
Systematic reviews of trials and other studies.
By Sutton AJ, Abrams KR, Jones DR, Sheldon TA, Song F.
-
Primary total hip replacement surgery: a systematic review of outcomes and modelling of cost-effectiveness associated with different prostheses.
A review by Fitzpatrick R, Shortall E, Sculpher M, Murray D, Morris R, Lodge M, et al.
-
Informed decision making: an annotated bibliography and systematic review.
By Bekker H, Thornton JG, Airey CM, Connelly JB, Hewison J, Robinson MB, et al.
-
Handling uncertainty when performing economic evaluation of healthcare interventions.
A review by Briggs AH, Gray AM.
-
The role of expectancies in the placebo effect and their use in the delivery of health care: a systematic review.
By Crow R, Gage H, Hampson S, Hart J, Kimber A, Thomas H.
-
A randomised controlled trial of different approaches to universal antenatal HIV testing: uptake and acceptability. Annex: Antenatal HIV testing – assessment of a routine voluntary approach.
By Simpson WM, Johnstone FD, Boyd FM, Goldberg DJ, Hart GJ, Gormley SM, et al.
-
Methods for evaluating area-wide and organisation-based interventions in health and health care: a systematic review.
By Ukoumunne OC, Gulliford MC, Chinn S, Sterne JAC, Burney PGJ.
-
Assessing the costs of healthcare technologies in clinical trials.
A review by Johnston K, Buxton MJ, Jones DR, Fitzpatrick R.
-
Cooperatives and their primary care emergency centres: organisation and impact.
By Hallam L, Henthorne K.
-
Screening for cystic fibrosis.
A review by Murray J, Cuckle H, Taylor G, Littlewood J, Hewison J.
-
A review of the use of health status measures in economic evaluation.
By Brazier J, Deverill M, Green C, Harper R, Booth A.
-
Methods for the analysis of quality-of-life and survival data in health technology assessment.
A review by Billingham LJ, Abrams KR, Jones DR.
-
Antenatal and neonatal haemoglobinopathy screening in the UK: review and economic analysis.
By Zeuner D, Ades AE, Karnon J, Brown J, Dezateux C, Anionwu EN.
-
Assessing the quality of reports of randomised trials: implications for the conduct of meta-analyses.
A review by Moher D, Cook DJ, Jadad AR, Tugwell P, Moher M, Jones A, et al.
-
‘Early warning systems’ for identifying new healthcare technologies.
By Robert G, Stevens A, Gabbay J.
-
A systematic review of the role of human papillomavirus testing within a cervical screening programme.
By Cuzick J, Sasieni P, Davies P, Adams J, Normand C, Frater A, et al.
-
Near patient testing in diabetes clinics: appraising the costs and outcomes.
By Grieve R, Beech R, Vincent J, Mazurkiewicz J.
-
Positron emission tomography: establishing priorities for health technology assessment.
A review by Robert G, Milne R.
-
The debridement of chronic wounds: a systematic review.
By Bradley M, Cullum N, Sheldon T.
-
Systematic reviews of wound care management: (2) Dressings and topical agents used in the healing of chronic wounds.
By Bradley M, Cullum N, Nelson EA, Petticrew M, Sheldon T, Torgerson D.
-
A systematic literature review of spiral and electron beam computed tomography: with particular reference to clinical applications in hepatic lesions, pulmonary embolus and coronary artery disease.
By Berry E, Kelly S, Hutton J, Harris KM, Roderick P, Boyce JC, et al.
-
What role for statins? A review and economic model.
By Ebrahim S, Davey Smith G, McCabe C, Payne N, Pickin M, Sheldon TA, et al.
-
Factors that limit the quality, number and progress of randomised controlled trials.
A review by Prescott RJ, Counsell CE, Gillespie WJ, Grant AM, Russell IT, Kiauka S, et al.
-
Antimicrobial prophylaxis in total hip replacement: a systematic review.
By Glenny AM, Song F.
-
Health promoting schools and health promotion in schools: two systematic reviews.
By Lister-Sharp D, Chapman S, Stewart-Brown S, Sowden A.
-
Economic evaluation of a primary care-based education programme for patients with osteoarthritis of the knee.
A review by Lord J, Victor C, Littlejohns P, Ross FM, Axford JS.
-
The estimation of marginal time preference in a UK-wide sample (TEMPUS) project.
A review by Cairns JA, van der Pol MM.
-
Geriatric rehabilitation following fractures in older people: a systematic review.
By Cameron I, Crotty M, Currie C, Finnegan T, Gillespie L, Gillespie W, et al.
-
Screening for sickle cell disease and thalassaemia: a systematic review with supplementary research.
By Davies SC, Cronin E, Gill M, Greengross P, Hickman M, Normand C.
-
Community provision of hearing aids and related audiology services.
A review by Reeves DJ, Alborz A, Hickson FS, Bamford JM.
-
False-negative results in screening programmes: systematic review of impact and implications.
By Petticrew MP, Sowden AJ, Lister-Sharp D, Wright K.
-
Costs and benefits of community postnatal support workers: a randomised controlled trial.
By Morrell CJ, Spiby H, Stewart P, Walters S, Morgan A.
-
Implantable contraceptives (subdermal implants and hormonally impregnated intrauterine systems) versus other forms of reversible contraceptives: two systematic reviews to assess relative effectiveness, acceptability, tolerability and cost-effectiveness.
By French RS, Cowan FM, Mansour DJA, Morris S, Procter T, Hughes D, et al.
-
An introduction to statistical methods for health technology assessment.
A review by White SJ, Ashby D, Brown PJ.
-
Disease-modifying drugs for multiple sclerosis: a rapid and systematic review.
By Clegg A, Bryant J, Milne R.
-
Publication and related biases.
A review by Song F, Eastwood AJ, Gilbody S, Duley L, Sutton AJ.
-
Cost and outcome implications of the organisation of vascular services.
By Michaels J, Brazier J, Palfreyman S, Shackley P, Slack R.
-
Monitoring blood glucose control in diabetes mellitus: a systematic review.
By Coster S, Gulliford MC, Seed PT, Powrie JK, Swaminathan R.
-
The effectiveness of domiciliary health visiting: a systematic review of international studies and a selective review of the British literature.
By Elkan R, Kendrick D, Hewitt M, Robinson JJA, Tolley K, Blair M, et al.
-
The determinants of screening uptake and interventions for increasing uptake: a systematic review.
By Jepson R, Clegg A, Forbes C, Lewis R, Sowden A, Kleijnen J.
-
The effectiveness and cost-effectiveness of prophylactic removal of wisdom teeth.
A rapid review by Song F, O’Meara S, Wilson P, Golder S, Kleijnen J.
-
Ultrasound screening in pregnancy: a systematic review of the clinical effectiveness, cost-effectiveness and women’s views.
By Bricker L, Garcia J, Henderson J, Mugford M, Neilson J, Roberts T, et al.
-
A rapid and systematic review of the effectiveness and cost-effectiveness of the taxanes used in the treatment of advanced breast and ovarian cancer.
By Lister-Sharp D, McDonagh MS, Khan KS, Kleijnen J.
-
Liquid-based cytology in cervical screening: a rapid and systematic review.
By Payne N, Chilcott J, McGoogan E.
-
Randomised controlled trial of non-directive counselling, cognitive–behaviour therapy and usual general practitioner care in the management of depression as well as mixed anxiety and depression in primary care.
By King M, Sibbald B, Ward E, Bower P, Lloyd M, Gabbay M, et al.
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Routine referral for radiography of patients presenting with low back pain: is patients’ outcome influenced by GPs’ referral for plain radiography?
By Kerry S, Hilton S, Patel S, Dundas D, Rink E, Lord J.
-
Systematic reviews of wound care management: (3) antimicrobial agents for chronic wounds; (4) diabetic foot ulceration.
By O’Meara S, Cullum N, Majid M, Sheldon T.
-
Using routine data to complement and enhance the results of randomised controlled trials.
By Lewsey JD, Leyland AH, Murray GD, Boddy FA.
-
Coronary artery stents in the treatment of ischaemic heart disease: a rapid and systematic review.
By Meads C, Cummins C, Jolly K, Stevens A, Burls A, Hyde C.
-
Outcome measures for adult critical care: a systematic review.
By Hayes JA, Black NA, Jenkinson C, Young JD, Rowan KM, Daly K, et al.
-
A systematic review to evaluate the effectiveness of interventions to promote the initiation of breastfeeding.
By Fairbank L, O’Meara S, Renfrew MJ, Woolridge M, Sowden AJ, Lister-Sharp D.
-
Implantable cardioverter defibrillators: arrhythmias. A rapid and systematic review.
By Parkes J, Bryant J, Milne R.
-
Treatments for fatigue in multiple sclerosis: a rapid and systematic review.
By Brañas P, Jordan R, Fry-Smith A, Burls A, Hyde C.
-
Early asthma prophylaxis, natural history, skeletal development and economy (EASE): a pilot randomised controlled trial.
By Baxter-Jones ADG, Helms PJ, Russell G, Grant A, Ross S, Cairns JA, et al.
-
Screening for hypercholesterolaemia versus case finding for familial hypercholesterolaemia: a systematic review and cost-effectiveness analysis.
By Marks D, Wonderling D, Thorogood M, Lambert H, Humphries SE, Neil HAW.
-
A rapid and systematic review of the clinical effectiveness and cost-effectiveness of glycoprotein IIb/IIIa antagonists in the medical management of unstable angina.
By McDonagh MS, Bachmann LM, Golder S, Kleijnen J, ter Riet G.
-
A randomised controlled trial of prehospital intravenous fluid replacement therapy in serious trauma.
By Turner J, Nicholl J, Webber L, Cox H, Dixon S, Yates D.
-
Intrathecal pumps for giving opioids in chronic pain: a systematic review.
By Williams JE, Louw G, Towlerton G.
-
Combination therapy (interferon alfa and ribavirin) in the treatment of chronic hepatitis C: a rapid and systematic review.
By Shepherd J, Waugh N, Hewitson P.
-
A systematic review of comparisons of effect sizes derived from randomised and non-randomised studies.
By MacLehose RR, Reeves BC, Harvey IM, Sheldon TA, Russell IT, Black AMS.
-
Intravascular ultrasound-guided interventions in coronary artery disease: a systematic literature review, with decision-analytic modelling, of outcomes and cost-effectiveness.
By Berry E, Kelly S, Hutton J, Lindsay HSJ, Blaxill JM, Evans JA, et al.
-
A randomised controlled trial to evaluate the effectiveness and cost-effectiveness of counselling patients with chronic depression.
By Simpson S, Corney R, Fitzgerald P, Beecham J.
-
Systematic review of treatments for atopic eczema.
By Hoare C, Li Wan Po A, Williams H.
-
Bayesian methods in health technology assessment: a review.
By Spiegelhalter DJ, Myles JP, Jones DR, Abrams KR.
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The management of dyspepsia: a systematic review.
By Delaney B, Moayyedi P, Deeks J, Innes M, Soo S, Barton P, et al.
-
A systematic review of treatments for severe psoriasis.
By Griffiths CEM, Clark CM, Chalmers RJG, Li Wan Po A, Williams HC.
-
Clinical and cost-effectiveness of donepezil, rivastigmine and galantamine for Alzheimer’s disease: a rapid and systematic review.
By Clegg A, Bryant J, Nicholson T, McIntyre L, De Broe S, Gerard K, et al.
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The clinical effectiveness and cost-effectiveness of riluzole for motor neurone disease: a rapid and systematic review.
By Stewart A, Sandercock J, Bryan S, Hyde C, Barton PM, Fry-Smith A, et al.
-
Equity and the economic evaluation of healthcare.
By Sassi F, Archard L, Le Grand J.
-
Quality-of-life measures in chronic diseases of childhood.
By Eiser C, Morse R.
-
Eliciting public preferences for healthcare: a systematic review of techniques.
By Ryan M, Scott DA, Reeves C, Bate A, van Teijlingen ER, Russell EM, et al.
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General health status measures for people with cognitive impairment: learning disability and acquired brain injury.
By Riemsma RP, Forbes CA, Glanville JM, Eastwood AJ, Kleijnen J.
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An assessment of screening strategies for fragile X syndrome in the UK.
By Pembrey ME, Barnicoat AJ, Carmichael B, Bobrow M, Turner G.
-
Issues in methodological research: perspectives from researchers and commissioners.
By Lilford RJ, Richardson A, Stevens A, Fitzpatrick R, Edwards S, Rock F, et al.
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Systematic reviews of wound care management: (5) beds; (6) compression; (7) laser therapy, therapeutic ultrasound, electrotherapy and electromagnetic therapy.
By Cullum N, Nelson EA, Flemming K, Sheldon T.
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Effects of educational and psychosocial interventions for adolescents with diabetes mellitus: a systematic review.
By Hampson SE, Skinner TC, Hart J, Storey L, Gage H, Foxcroft D, et al.
-
Effectiveness of autologous chondrocyte transplantation for hyaline cartilage defects in knees: a rapid and systematic review.
By Jobanputra P, Parry D, Fry-Smith A, Burls A.
-
Statistical assessment of the learning curves of health technologies.
By Ramsay CR, Grant AM, Wallace SA, Garthwaite PH, Monk AF, Russell IT.
-
The effectiveness and cost-effectiveness of temozolomide for the treatment of recurrent malignant glioma: a rapid and systematic review.
By Dinnes J, Cave C, Huang S, Major K, Milne R.
-
A rapid and systematic review of the clinical effectiveness and cost-effectiveness of debriding agents in treating surgical wounds healing by secondary intention.
By Lewis R, Whiting P, ter Riet G, O’Meara S, Glanville J.
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Home treatment for mental health problems: a systematic review.
By Burns T, Knapp M, Catty J, Healey A, Henderson J, Watt H, et al.
-
How to develop cost-conscious guidelines.
By Eccles M, Mason J.
-
The role of specialist nurses in multiple sclerosis: a rapid and systematic review.
By De Broe S, Christopher F, Waugh N.
-
A rapid and systematic review of the clinical effectiveness and cost-effectiveness of orlistat in the management of obesity.
By O’Meara S, Riemsma R, Shirran L, Mather L, ter Riet G.
-
The clinical effectiveness and cost-effectiveness of pioglitazone for type 2 diabetes mellitus: a rapid and systematic review.
By Chilcott J, Wight J, Lloyd Jones M, Tappenden P.
-
Extended scope of nursing practice: a multicentre randomised controlled trial of appropriately trained nurses and preregistration house officers in preoperative assessment in elective general surgery.
By Kinley H, Czoski-Murray C, George S, McCabe C, Primrose J, Reilly C, et al.
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Systematic reviews of the effectiveness of day care for people with severe mental disorders: (1) Acute day hospital versus admission; (2) Vocational rehabilitation; (3) Day hospital versus outpatient care.
By Marshall M, Crowther R, Almaraz- Serrano A, Creed F, Sledge W, Kluiter H, et al.
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The measurement and monitoring of surgical adverse events.
By Bruce J, Russell EM, Mollison J, Krukowski ZH.
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Action research: a systematic review and guidance for assessment.
By Waterman H, Tillen D, Dickson R, de Koning K.
-
A rapid and systematic review of the clinical effectiveness and cost-effectiveness of gemcitabine for the treatment of pancreatic cancer.
By Ward S, Morris E, Bansback N, Calvert N, Crellin A, Forman D, et al.
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A rapid and systematic review of the evidence for the clinical effectiveness and cost-effectiveness of irinotecan, oxaliplatin and raltitrexed for the treatment of advanced colorectal cancer.
By Lloyd Jones M, Hummel S, Bansback N, Orr B, Seymour M.
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Comparison of the effectiveness of inhaler devices in asthma and chronic obstructive airways disease: a systematic review of the literature.
By Brocklebank D, Ram F, Wright J, Barry P, Cates C, Davies L, et al.
-
The cost-effectiveness of magnetic resonance imaging for investigation of the knee joint.
By Bryan S, Weatherburn G, Bungay H, Hatrick C, Salas C, Parry D, et al.
-
A rapid and systematic review of the clinical effectiveness and cost-effectiveness of topotecan for ovarian cancer.
By Forbes C, Shirran L, Bagnall A-M, Duffy S, ter Riet G.
-
Superseded by a report published in a later volume.
-
The role of radiography in primary care patients with low back pain of at least 6 weeks duration: a randomised (unblinded) controlled trial.
By Kendrick D, Fielding K, Bentley E, Miller P, Kerslake R, Pringle M.
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Design and use of questionnaires: a review of best practice applicable to surveys of health service staff and patients.
By McColl E, Jacoby A, Thomas L, Soutter J, Bamford C, Steen N, et al.
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A rapid and systematic review of the clinical effectiveness and cost-effectiveness of paclitaxel, docetaxel, gemcitabine and vinorelbine in non-small-cell lung cancer.
By Clegg A, Scott DA, Sidhu M, Hewitson P, Waugh N.
-
Subgroup analyses in randomised controlled trials: quantifying the risks of false-positives and false-negatives.
By Brookes ST, Whitley E, Peters TJ, Mulheran PA, Egger M, Davey Smith G.
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Depot antipsychotic medication in the treatment of patients with schizophrenia: (1) Meta-review; (2) Patient and nurse attitudes.
By David AS, Adams C.
-
A systematic review of controlled trials of the effectiveness and cost-effectiveness of brief psychological treatments for depression.
By Churchill R, Hunot V, Corney R, Knapp M, McGuire H, Tylee A, et al.
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Cost analysis of child health surveillance.
By Sanderson D, Wright D, Acton C, Duree D.
-
A study of the methods used to select review criteria for clinical audit.
By Hearnshaw H, Harker R, Cheater F, Baker R, Grimshaw G.
-
Fludarabine as second-line therapy for B cell chronic lymphocytic leukaemia: a technology assessment.
By Hyde C, Wake B, Bryan S, Barton P, Fry-Smith A, Davenport C, et al.
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Rituximab as third-line treatment for refractory or recurrent Stage III or IV follicular non-Hodgkin’s lymphoma: a systematic review and economic evaluation.
By Wake B, Hyde C, Bryan S, Barton P, Song F, Fry-Smith A, et al.
-
A systematic review of discharge arrangements for older people.
By Parker SG, Peet SM, McPherson A, Cannaby AM, Baker R, Wilson A, et al.
-
The clinical effectiveness and cost-effectiveness of inhaler devices used in the routine management of chronic asthma in older children: a systematic review and economic evaluation.
By Peters J, Stevenson M, Beverley C, Lim J, Smith S.
-
The clinical effectiveness and cost-effectiveness of sibutramine in the management of obesity: a technology assessment.
By O’Meara S, Riemsma R, Shirran L, Mather L, ter Riet G.
-
The cost-effectiveness of magnetic resonance angiography for carotid artery stenosis and peripheral vascular disease: a systematic review.
By Berry E, Kelly S, Westwood ME, Davies LM, Gough MJ, Bamford JM, et al.
-
Promoting physical activity in South Asian Muslim women through ‘exercise on prescription’.
By Carroll B, Ali N, Azam N.
-
Zanamivir for the treatment of influenza in adults: a systematic review and economic evaluation.
By Burls A, Clark W, Stewart T, Preston C, Bryan S, Jefferson T, et al.
-
A review of the natural history and epidemiology of multiple sclerosis: implications for resource allocation and health economic models.
By Richards RG, Sampson FC, Beard SM, Tappenden P.
-
Screening for gestational diabetes: a systematic review and economic evaluation.
By Scott DA, Loveman E, McIntyre L, Waugh N.
-
The clinical effectiveness and cost-effectiveness of surgery for people with morbid obesity: a systematic review and economic evaluation.
By Clegg AJ, Colquitt J, Sidhu MK, Royle P, Loveman E, Walker A.
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The clinical effectiveness of trastuzumab for breast cancer: a systematic review.
By Lewis R, Bagnall A-M, Forbes C, Shirran E, Duffy S, Kleijnen J, et al.
-
The clinical effectiveness and cost-effectiveness of vinorelbine for breast cancer: a systematic review and economic evaluation.
By Lewis R, Bagnall A-M, King S, Woolacott N, Forbes C, Shirran L, et al.
-
A systematic review of the effectiveness and cost-effectiveness of metal-on-metal hip resurfacing arthroplasty for treatment of hip disease.
By Vale L, Wyness L, McCormack K, McKenzie L, Brazzelli M, Stearns SC.
-
The clinical effectiveness and cost-effectiveness of bupropion and nicotine replacement therapy for smoking cessation: a systematic review and economic evaluation.
By Woolacott NF, Jones L, Forbes CA, Mather LC, Sowden AJ, Song FJ, et al.
-
A systematic review of effectiveness and economic evaluation of new drug treatments for juvenile idiopathic arthritis: etanercept.
By Cummins C, Connock M, Fry-Smith A, Burls A.
-
Clinical effectiveness and cost-effectiveness of growth hormone in children: a systematic review and economic evaluation.
By Bryant J, Cave C, Mihaylova B, Chase D, McIntyre L, Gerard K, et al.
-
Clinical effectiveness and cost-effectiveness of growth hormone in adults in relation to impact on quality of life: a systematic review and economic evaluation.
By Bryant J, Loveman E, Chase D, Mihaylova B, Cave C, Gerard K, et al.
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Clinical medication review by a pharmacist of patients on repeat prescriptions in general practice: a randomised controlled trial.
By Zermansky AG, Petty DR, Raynor DK, Lowe CJ, Freementle N, Vail A.
-
The effectiveness of infliximab and etanercept for the treatment of rheumatoid arthritis: a systematic review and economic evaluation.
By Jobanputra P, Barton P, Bryan S, Burls A.
-
A systematic review and economic evaluation of computerised cognitive behaviour therapy for depression and anxiety.
By Kaltenthaler E, Shackley P, Stevens K, Beverley C, Parry G, Chilcott J.
-
A systematic review and economic evaluation of pegylated liposomal doxorubicin hydrochloride for ovarian cancer.
By Forbes C, Wilby J, Richardson G, Sculpher M, Mather L, Reimsma R.
-
A systematic review of the effectiveness of interventions based on a stages-of-change approach to promote individual behaviour change.
By Riemsma RP, Pattenden J, Bridle C, Sowden AJ, Mather L, Watt IS, et al.
-
A systematic review update of the clinical effectiveness and cost-effectiveness of glycoprotein IIb/IIIa antagonists.
By Robinson M, Ginnelly L, Sculpher M, Jones L, Riemsma R, Palmer S, et al.
-
A systematic review of the effectiveness, cost-effectiveness and barriers to implementation of thrombolytic and neuroprotective therapy for acute ischaemic stroke in the NHS.
By Sandercock P, Berge E, Dennis M, Forbes J, Hand P, Kwan J, et al.
-
A randomised controlled crossover trial of nurse practitioner versus doctor-led outpatient care in a bronchiectasis clinic.
By Caine N, Sharples LD, Hollingworth W, French J, Keogan M, Exley A, et al.
-
Clinical effectiveness and cost – consequences of selective serotonin reuptake inhibitors in the treatment of sex offenders.
By Adi Y, Ashcroft D, Browne K, Beech A, Fry-Smith A, Hyde C.
-
Treatment of established osteoporosis: a systematic review and cost–utility analysis.
By Kanis JA, Brazier JE, Stevenson M, Calvert NW, Lloyd Jones M.
-
Which anaesthetic agents are cost-effective in day surgery? Literature review, national survey of practice and randomised controlled trial.
By Elliott RA Payne K, Moore JK, Davies LM, Harper NJN, St Leger AS, et al.
-
Screening for hepatitis C among injecting drug users and in genitourinary medicine clinics: systematic reviews of effectiveness, modelling study and national survey of current practice.
By Stein K, Dalziel K, Walker A, McIntyre L, Jenkins B, Horne J, et al.
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The measurement of satisfaction with healthcare: implications for practice from a systematic review of the literature.
By Crow R, Gage H, Hampson S, Hart J, Kimber A, Storey L, et al.
-
The effectiveness and cost-effectiveness of imatinib in chronic myeloid leukaemia: a systematic review.
By Garside R, Round A, Dalziel K, Stein K, Royle R.
-
A comparative study of hypertonic saline, daily and alternate-day rhDNase in children with cystic fibrosis.
By Suri R, Wallis C, Bush A, Thompson S, Normand C, Flather M, et al.
-
A systematic review of the costs and effectiveness of different models of paediatric home care.
By Parker G, Bhakta P, Lovett CA, Paisley S, Olsen R, Turner D, et al.
-
How important are comprehensive literature searches and the assessment of trial quality in systematic reviews? Empirical study.
By Egger M, Jüni P, Bartlett C, Holenstein F, Sterne J.
-
Systematic review of the effectiveness and cost-effectiveness, and economic evaluation, of home versus hospital or satellite unit haemodialysis for people with end-stage renal failure.
By Mowatt G, Vale L, Perez J, Wyness L, Fraser C, MacLeod A, et al.
-
Systematic review and economic evaluation of the effectiveness of infliximab for the treatment of Crohn’s disease.
By Clark W, Raftery J, Barton P, Song F, Fry-Smith A, Burls A.
-
A review of the clinical effectiveness and cost-effectiveness of routine anti-D prophylaxis for pregnant women who are rhesus negative.
By Chilcott J, Lloyd Jones M, Wight J, Forman K, Wray J, Beverley C, et al.
-
Systematic review and evaluation of the use of tumour markers in paediatric oncology: Ewing’s sarcoma and neuroblastoma.
By Riley RD, Burchill SA, Abrams KR, Heney D, Lambert PC, Jones DR, et al.
-
The cost-effectiveness of screening for Helicobacter pylori to reduce mortality and morbidity from gastric cancer and peptic ulcer disease: a discrete-event simulation model.
By Roderick P, Davies R, Raftery J, Crabbe D, Pearce R, Bhandari P, et al.
-
The clinical effectiveness and cost-effectiveness of routine dental checks: a systematic review and economic evaluation.
By Davenport C, Elley K, Salas C, Taylor-Weetman CL, Fry-Smith A, Bryan S, et al.
-
A multicentre randomised controlled trial assessing the costs and benefits of using structured information and analysis of women’s preferences in the management of menorrhagia.
By Kennedy ADM, Sculpher MJ, Coulter A, Dwyer N, Rees M, Horsley S, et al.
-
Clinical effectiveness and cost–utility of photodynamic therapy for wet age-related macular degeneration: a systematic review and economic evaluation.
By Meads C, Salas C, Roberts T, Moore D, Fry-Smith A, Hyde C.
-
Evaluation of molecular tests for prenatal diagnosis of chromosome abnormalities.
By Grimshaw GM, Szczepura A, Hultén M, MacDonald F, Nevin NC, Sutton F, et al.
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First and second trimester antenatal screening for Down’s syndrome: the results of the Serum, Urine and Ultrasound Screening Study (SURUSS).
By Wald NJ, Rodeck C, Hackshaw AK, Walters J, Chitty L, Mackinson AM.
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The effectiveness and cost-effectiveness of ultrasound locating devices for central venous access: a systematic review and economic evaluation.
By Calvert N, Hind D, McWilliams RG, Thomas SM, Beverley C, Davidson A.
-
A systematic review of atypical antipsychotics in schizophrenia.
By Bagnall A-M, Jones L, Lewis R, Ginnelly L, Glanville J, Torgerson D, et al.
-
Prostate Testing for Cancer and Treatment (ProtecT) feasibility study.
By Donovan J, Hamdy F, Neal D, Peters T, Oliver S, Brindle L, et al.
-
Early thrombolysis for the treatment of acute myocardial infarction: a systematic review and economic evaluation.
By Boland A, Dundar Y, Bagust A, Haycox A, Hill R, Mujica Mota R, et al.
-
Screening for fragile X syndrome: a literature review and modelling.
By Song FJ, Barton P, Sleightholme V, Yao GL, Fry-Smith A.
-
Systematic review of endoscopic sinus surgery for nasal polyps.
By Dalziel K, Stein K, Round A, Garside R, Royle P.
-
Towards efficient guidelines: how to monitor guideline use in primary care.
By Hutchinson A, McIntosh A, Cox S, Gilbert C.
-
Effectiveness and cost-effectiveness of acute hospital-based spinal cord injuries services: systematic review.
By Bagnall A-M, Jones L, Richardson G, Duffy S, Riemsma R.
-
Prioritisation of health technology assessment. The PATHS model: methods and case studies.
By Townsend J, Buxton M, Harper G.
-
Systematic review of the clinical effectiveness and cost-effectiveness of tension-free vaginal tape for treatment of urinary stress incontinence.
By Cody J, Wyness L, Wallace S, Glazener C, Kilonzo M, Stearns S, et al.
-
The clinical and cost-effectiveness of patient education models for diabetes: a systematic review and economic evaluation.
By Loveman E, Cave C, Green C, Royle P, Dunn N, Waugh N.
-
The role of modelling in prioritising and planning clinical trials.
By Chilcott J, Brennan A, Booth A, Karnon J, Tappenden P.
-
Cost–benefit evaluation of routine influenza immunisation in people 65–74 years of age.
By Allsup S, Gosney M, Haycox A, Regan M.
-
The clinical and cost-effectiveness of pulsatile machine perfusion versus cold storage of kidneys for transplantation retrieved from heart-beating and non-heart-beating donors.
By Wight J, Chilcott J, Holmes M, Brewer N.
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Can randomised trials rely on existing electronic data? A feasibility study to explore the value of routine data in health technology assessment.
By Williams JG, Cheung WY, Cohen DR, Hutchings HA, Longo MF, Russell IT.
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Evaluating non-randomised intervention studies.
By Deeks JJ, Dinnes J, D’Amico R, Sowden AJ, Sakarovitch C, Song F, et al.
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A randomised controlled trial to assess the impact of a package comprising a patient-orientated, evidence-based self- help guidebook and patient-centred consultations on disease management and satisfaction in inflammatory bowel disease.
By Kennedy A, Nelson E, Reeves D, Richardson G, Roberts C, Robinson A, et al.
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The effectiveness of diagnostic tests for the assessment of shoulder pain due to soft tissue disorders: a systematic review.
By Dinnes J, Loveman E, McIntyre L, Waugh N.
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The value of digital imaging in diabetic retinopathy.
By Sharp PF, Olson J, Strachan F, Hipwell J, Ludbrook A, O’Donnell M, et al.
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Lowering blood pressure to prevent myocardial infarction and stroke: a new preventive strategy.
By Law M, Wald N, Morris J.
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Clinical and cost-effectiveness of capecitabine and tegafur with uracil for the treatment of metastatic colorectal cancer: systematic review and economic evaluation.
By Ward S, Kaltenthaler E, Cowan J, Brewer N.
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Clinical and cost-effectiveness of new and emerging technologies for early localised prostate cancer: a systematic review.
By Hummel S, Paisley S, Morgan A, Currie E, Brewer N.
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Literature searching for clinical and cost-effectiveness studies used in health technology assessment reports carried out for the National Institute for Clinical Excellence appraisal system.
By Royle P, Waugh N.
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Systematic review and economic decision modelling for the prevention and treatment of influenza A and B.
By Turner D, Wailoo A, Nicholson K, Cooper N, Sutton A, Abrams K.
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A randomised controlled trial to evaluate the clinical and cost-effectiveness of Hickman line insertions in adult cancer patients by nurses.
By Boland A, Haycox A, Bagust A, Fitzsimmons L.
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Redesigning postnatal care: a randomised controlled trial of protocol-based midwifery-led care focused on individual women’s physical and psychological health needs.
By MacArthur C, Winter HR, Bick DE, Lilford RJ, Lancashire RJ, Knowles H, et al.
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Estimating implied rates of discount in healthcare decision-making.
By West RR, McNabb R, Thompson AGH, Sheldon TA, Grimley Evans J.
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Systematic review of isolation policies in the hospital management of methicillin-resistant Staphylococcus aureus: a review of the literature with epidemiological and economic modelling.
By Cooper BS, Stone SP, Kibbler CC, Cookson BD, Roberts JA, Medley GF, et al.
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Treatments for spasticity and pain in multiple sclerosis: a systematic review.
By Beard S, Hunn A, Wight J.
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The inclusion of reports of randomised trials published in languages other than English in systematic reviews.
By Moher D, Pham B, Lawson ML, Klassen TP.
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The impact of screening on future health-promoting behaviours and health beliefs: a systematic review.
By Bankhead CR, Brett J, Bukach C, Webster P, Stewart-Brown S, Munafo M, et al.
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What is the best imaging strategy for acute stroke?
By Wardlaw JM, Keir SL, Seymour J, Lewis S, Sandercock PAG, Dennis MS, et al.
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Systematic review and modelling of the investigation of acute and chronic chest pain presenting in primary care.
By Mant J, McManus RJ, Oakes RAL, Delaney BC, Barton PM, Deeks JJ, et al.
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The effectiveness and cost-effectiveness of microwave and thermal balloon endometrial ablation for heavy menstrual bleeding: a systematic review and economic modelling.
By Garside R, Stein K, Wyatt K, Round A, Price A.
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A systematic review of the role of bisphosphonates in metastatic disease.
By Ross JR, Saunders Y, Edmonds PM, Patel S, Wonderling D, Normand C, et al.
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Systematic review of the clinical effectiveness and cost-effectiveness of capecitabine (Xeloda®) for locally advanced and/or metastatic breast cancer.
By Jones L, Hawkins N, Westwood M, Wright K, Richardson G, Riemsma R.
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Effectiveness and efficiency of guideline dissemination and implementation strategies.
By Grimshaw JM, Thomas RE, MacLennan G, Fraser C, Ramsay CR, Vale L, et al.
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Clinical effectiveness and costs of the Sugarbaker procedure for the treatment of pseudomyxoma peritonei.
By Bryant J, Clegg AJ, Sidhu MK, Brodin H, Royle P, Davidson P.
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Psychological treatment for insomnia in the regulation of long-term hypnotic drug use.
By Morgan K, Dixon S, Mathers N, Thompson J, Tomeny M.
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Improving the evaluation of therapeutic interventions in multiple sclerosis: development of a patient-based measure of outcome.
By Hobart JC, Riazi A, Lamping DL, Fitzpatrick R, Thompson AJ.
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A systematic review and economic evaluation of magnetic resonance cholangiopancreatography compared with diagnostic endoscopic retrograde cholangiopancreatography.
By Kaltenthaler E, Bravo Vergel Y, Chilcott J, Thomas S, Blakeborough T, Walters SJ, et al.
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The use of modelling to evaluate new drugs for patients with a chronic condition: the case of antibodies against tumour necrosis factor in rheumatoid arthritis.
By Barton P, Jobanputra P, Wilson J, Bryan S, Burls A.
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Clinical effectiveness and cost-effectiveness of neonatal screening for inborn errors of metabolism using tandem mass spectrometry: a systematic review.
By Pandor A, Eastham J, Beverley C, Chilcott J, Paisley S.
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Clinical effectiveness and cost-effectiveness of pioglitazone and rosiglitazone in the treatment of type 2 diabetes: a systematic review and economic evaluation.
By Czoski-Murray C, Warren E, Chilcott J, Beverley C, Psyllaki MA, Cowan J.
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Routine examination of the newborn: the EMREN study. Evaluation of an extension of the midwife role including a randomised controlled trial of appropriately trained midwives and paediatric senior house officers.
By Townsend J, Wolke D, Hayes J, Davé S, Rogers C, Bloomfield L, et al.
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Involving consumers in research and development agenda setting for the NHS: developing an evidence-based approach.
By Oliver S, Clarke-Jones L, Rees R, Milne R, Buchanan P, Gabbay J, et al.
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A multi-centre randomised controlled trial of minimally invasive direct coronary bypass grafting versus percutaneous transluminal coronary angioplasty with stenting for proximal stenosis of the left anterior descending coronary artery.
By Reeves BC, Angelini GD, Bryan AJ, Taylor FC, Cripps T, Spyt TJ, et al.
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Does early magnetic resonance imaging influence management or improve outcome in patients referred to secondary care with low back pain? A pragmatic randomised controlled trial.
By Gilbert FJ, Grant AM, Gillan MGC, Vale L, Scott NW, Campbell MK, et al.
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The clinical and cost-effectiveness of anakinra for the treatment of rheumatoid arthritis in adults: a systematic review and economic analysis.
By Clark W, Jobanputra P, Barton P, Burls A.
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A rapid and systematic review and economic evaluation of the clinical and cost-effectiveness of newer drugs for treatment of mania associated with bipolar affective disorder.
By Bridle C, Palmer S, Bagnall A-M, Darba J, Duffy S, Sculpher M, et al.
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Liquid-based cytology in cervical screening: an updated rapid and systematic review and economic analysis.
By Karnon J, Peters J, Platt J, Chilcott J, McGoogan E, Brewer N.
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Systematic review of the long-term effects and economic consequences of treatments for obesity and implications for health improvement.
By Avenell A, Broom J, Brown TJ, Poobalan A, Aucott L, Stearns SC, et al.
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Autoantibody testing in children with newly diagnosed type 1 diabetes mellitus.
By Dretzke J, Cummins C, Sandercock J, Fry-Smith A, Barrett T, Burls A.
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Clinical effectiveness and cost-effectiveness of prehospital intravenous fluids in trauma patients.
By Dretzke J, Sandercock J, Bayliss S, Burls A.
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Newer hypnotic drugs for the short-term management of insomnia: a systematic review and economic evaluation.
By Dündar Y, Boland A, Strobl J, Dodd S, Haycox A, Bagust A, et al.
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Development and validation of methods for assessing the quality of diagnostic accuracy studies.
By Whiting P, Rutjes AWS, Dinnes J, Reitsma JB, Bossuyt PMM, Kleijnen J.
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EVALUATE hysterectomy trial: a multicentre randomised trial comparing abdominal, vaginal and laparoscopic methods of hysterectomy.
By Garry R, Fountain J, Brown J, Manca A, Mason S, Sculpher M, et al.
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Methods for expected value of information analysis in complex health economic models: developments on the health economics of interferon-β and glatiramer acetate for multiple sclerosis.
By Tappenden P, Chilcott JB, Eggington S, Oakley J, McCabe C.
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Effectiveness and cost-effectiveness of imatinib for first-line treatment of chronic myeloid leukaemia in chronic phase: a systematic review and economic analysis.
By Dalziel K, Round A, Stein K, Garside R, Price A.
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VenUS I: a randomised controlled trial of two types of bandage for treating venous leg ulcers.
By Iglesias C, Nelson EA, Cullum NA, Torgerson DJ, on behalf of the VenUS Team.
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Systematic review of the effectiveness and cost-effectiveness, and economic evaluation, of myocardial perfusion scintigraphy for the diagnosis and management of angina and myocardial infarction.
By Mowatt G, Vale L, Brazzelli M, Hernandez R, Murray A, Scott N, et al.
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A pilot study on the use of decision theory and value of information analysis as part of the NHS Health Technology Assessment programme.
By Claxton K, Ginnelly L, Sculpher M, Philips Z, Palmer S.
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The Social Support and Family Health Study: a randomised controlled trial and economic evaluation of two alternative forms of postnatal support for mothers living in disadvantaged inner-city areas.
By Wiggins M, Oakley A, Roberts I, Turner H, Rajan L, Austerberry H, et al.
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Psychosocial aspects of genetic screening of pregnant women and newborns: a systematic review.
By Green JM, Hewison J, Bekker HL, Bryant, Cuckle HS.
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Evaluation of abnormal uterine bleeding: comparison of three outpatient procedures within cohorts defined by age and menopausal status.
By Critchley HOD, Warner P, Lee AJ, Brechin S, Guise J, Graham B.
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Coronary artery stents: a rapid systematic review and economic evaluation.
By Hill R, Bagust A, Bakhai A, Dickson R, Dündar Y, Haycox A, et al.
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Review of guidelines for good practice in decision-analytic modelling in health technology assessment.
By Philips Z, Ginnelly L, Sculpher M, Claxton K, Golder S, Riemsma R, et al.
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Rituximab (MabThera®) for aggressive non-Hodgkin’s lymphoma: systematic review and economic evaluation.
By Knight C, Hind D, Brewer N, Abbott V.
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Clinical effectiveness and cost-effectiveness of clopidogrel and modified-release dipyridamole in the secondary prevention of occlusive vascular events: a systematic review and economic evaluation.
By Jones L, Griffin S, Palmer S, Main C, Orton V, Sculpher M, et al.
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Pegylated interferon α-2a and -2b in combination with ribavirin in the treatment of chronic hepatitis C: a systematic review and economic evaluation.
By Shepherd J, Brodin H, Cave C, Waugh N, Price A, Gabbay J.
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Clopidogrel used in combination with aspirin compared with aspirin alone in the treatment of non-ST-segment- elevation acute coronary syndromes: a systematic review and economic evaluation.
By Main C, Palmer S, Griffin S, Jones L, Orton V, Sculpher M, et al.
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Provision, uptake and cost of cardiac rehabilitation programmes: improving services to under-represented groups.
By Beswick AD, Rees K, Griebsch I, Taylor FC, Burke M, West RR, et al.
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Involving South Asian patients in clinical trials.
By Hussain-Gambles M, Leese B, Atkin K, Brown J, Mason S, Tovey P.
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Clinical and cost-effectiveness of continuous subcutaneous insulin infusion for diabetes.
By Colquitt JL, Green C, Sidhu MK, Hartwell D, Waugh N.
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Identification and assessment of ongoing trials in health technology assessment reviews.
By Song FJ, Fry-Smith A, Davenport C, Bayliss S, Adi Y, Wilson JS, et al.
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Systematic review and economic evaluation of a long-acting insulin analogue, insulin glargine
By Warren E, Weatherley-Jones E, Chilcott J, Beverley C.
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Supplementation of a home-based exercise programme with a class-based programme for people with osteoarthritis of the knees: a randomised controlled trial and health economic analysis.
By McCarthy CJ, Mills PM, Pullen R, Richardson G, Hawkins N, Roberts CR, et al.
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Clinical and cost-effectiveness of once-daily versus more frequent use of same potency topical corticosteroids for atopic eczema: a systematic review and economic evaluation.
By Green C, Colquitt JL, Kirby J, Davidson P, Payne E.
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Acupuncture of chronic headache disorders in primary care: randomised controlled trial and economic analysis.
By Vickers AJ, Rees RW, Zollman CE, McCarney R, Smith CM, Ellis N, et al.
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Generalisability in economic evaluation studies in healthcare: a review and case studies.
By Sculpher MJ, Pang FS, Manca A, Drummond MF, Golder S, Urdahl H, et al.
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Virtual outreach: a randomised controlled trial and economic evaluation of joint teleconferenced medical consultations.
By Wallace P, Barber J, Clayton W, Currell R, Fleming K, Garner P, et al.
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Randomised controlled multiple treatment comparison to provide a cost-effectiveness rationale for the selection of antimicrobial therapy in acne.
By Ozolins M, Eady EA, Avery A, Cunliffe WJ, O’Neill C, Simpson NB, et al.
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Do the findings of case series studies vary significantly according to methodological characteristics?
By Dalziel K, Round A, Stein K, Garside R, Castelnuovo E, Payne L.
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Improving the referral process for familial breast cancer genetic counselling: findings of three randomised controlled trials of two interventions.
By Wilson BJ, Torrance N, Mollison J, Wordsworth S, Gray JR, Haites NE, et al.
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Randomised evaluation of alternative electrosurgical modalities to treat bladder outflow obstruction in men with benign prostatic hyperplasia.
By Fowler C, McAllister W, Plail R, Karim O, Yang Q.
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A pragmatic randomised controlled trial of the cost-effectiveness of palliative therapies for patients with inoperable oesophageal cancer.
By Shenfine J, McNamee P, Steen N, Bond J, Griffin SM.
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Impact of computer-aided detection prompts on the sensitivity and specificity of screening mammography.
By Taylor P, Champness J, Given- Wilson R, Johnston K, Potts H.
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Issues in data monitoring and interim analysis of trials.
By Grant AM, Altman DG, Babiker AB, Campbell MK, Clemens FJ, Darbyshire JH, et al.
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Lay public’s understanding of equipoise and randomisation in randomised controlled trials.
By Robinson EJ, Kerr CEP, Stevens AJ, Lilford RJ, Braunholtz DA, Edwards SJ, et al.
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Clinical and cost-effectiveness of electroconvulsive therapy for depressive illness, schizophrenia, catatonia and mania: systematic reviews and economic modelling studies.
By Greenhalgh J, Knight C, Hind D, Beverley C, Walters S.
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Measurement of health-related quality of life for people with dementia: development of a new instrument (DEMQOL) and an evaluation of current methodology.
By Smith SC, Lamping DL, Banerjee S, Harwood R, Foley B, Smith P, et al.
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Clinical effectiveness and cost-effectiveness of drotrecogin alfa (activated) (Xigris®) for the treatment of severe sepsis in adults: a systematic review and economic evaluation.
By Green C, Dinnes J, Takeda A, Shepherd J, Hartwell D, Cave C, et al.
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A methodological review of how heterogeneity has been examined in systematic reviews of diagnostic test accuracy.
By Dinnes J, Deeks J, Kirby J, Roderick P.
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Cervical screening programmes: can automation help? Evidence from systematic reviews, an economic analysis and a simulation modelling exercise applied to the UK.
By Willis BH, Barton P, Pearmain P, Bryan S, Hyde C.
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Laparoscopic surgery for inguinal hernia repair: systematic review of effectiveness and economic evaluation.
By McCormack K, Wake B, Perez J, Fraser C, Cook J, McIntosh E, et al.
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Clinical effectiveness, tolerability and cost-effectiveness of newer drugs for epilepsy in adults: a systematic review and economic evaluation.
By Wilby J, Kainth A, Hawkins N, Epstein D, McIntosh H, McDaid C, et al.
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A randomised controlled trial to compare the cost-effectiveness of tricyclic antidepressants, selective serotonin reuptake inhibitors and lofepramine.
By Peveler R, Kendrick T, Buxton M, Longworth L, Baldwin D, Moore M, et al.
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Clinical effectiveness and cost-effectiveness of immediate angioplasty for acute myocardial infarction: systematic review and economic evaluation.
By Hartwell D, Colquitt J, Loveman E, Clegg AJ, Brodin H, Waugh N, et al.
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A randomised controlled comparison of alternative strategies in stroke care.
By Kalra L, Evans A, Perez I, Knapp M, Swift C, Donaldson N.
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The investigation and analysis of critical incidents and adverse events in healthcare.
By Woloshynowych M, Rogers S, Taylor-Adams S, Vincent C.
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Potential use of routine databases in health technology assessment.
By Raftery J, Roderick P, Stevens A.
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Clinical and cost-effectiveness of newer immunosuppressive regimens in renal transplantation: a systematic review and modelling study.
By Woodroffe R, Yao GL, Meads C, Bayliss S, Ready A, Raftery J, et al.
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A systematic review and economic evaluation of alendronate, etidronate, risedronate, raloxifene and teriparatide for the prevention and treatment of postmenopausal osteoporosis.
By Stevenson M, Lloyd Jones M, De Nigris E, Brewer N, Davis S, Oakley J.
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A systematic review to examine the impact of psycho-educational interventions on health outcomes and costs in adults and children with difficult asthma.
By Smith JR, Mugford M, Holland R, Candy B, Noble MJ, Harrison BDW, et al.
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An evaluation of the costs, effectiveness and quality of renal replacement therapy provision in renal satellite units in England and Wales.
By Roderick P, Nicholson T, Armitage A, Mehta R, Mullee M, Gerard K, et al.
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Imatinib for the treatment of patients with unresectable and/or metastatic gastrointestinal stromal tumours: systematic review and economic evaluation.
By Wilson J, Connock M, Song F, Yao G, Fry-Smith A, Raftery J, et al.
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Indirect comparisons of competing interventions.
By Glenny AM, Altman DG, Song F, Sakarovitch C, Deeks JJ, D’Amico R, et al.
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Cost-effectiveness of alternative strategies for the initial medical management of non-ST elevation acute coronary syndrome: systematic review and decision-analytical modelling.
By Robinson M, Palmer S, Sculpher M, Philips Z, Ginnelly L, Bowens A, et al.
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Outcomes of electrically stimulated gracilis neosphincter surgery.
By Tillin T, Chambers M, Feldman R.
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The effectiveness and cost-effectiveness of pimecrolimus and tacrolimus for atopic eczema: a systematic review and economic evaluation.
By Garside R, Stein K, Castelnuovo E, Pitt M, Ashcroft D, Dimmock P, et al.
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Systematic review on urine albumin testing for early detection of diabetic complications.
By Newman DJ, Mattock MB, Dawnay ABS, Kerry S, McGuire A, Yaqoob M, et al.
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Randomised controlled trial of the cost-effectiveness of water-based therapy for lower limb osteoarthritis.
By Cochrane T, Davey RC, Matthes Edwards SM.
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Longer term clinical and economic benefits of offering acupuncture care to patients with chronic low back pain.
By Thomas KJ, MacPherson H, Ratcliffe J, Thorpe L, Brazier J, Campbell M, et al.
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Cost-effectiveness and safety of epidural steroids in the management of sciatica.
By Price C, Arden N, Coglan L, Rogers P.
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The British Rheumatoid Outcome Study Group (BROSG) randomised controlled trial to compare the effectiveness and cost-effectiveness of aggressive versus symptomatic therapy in established rheumatoid arthritis.
By Symmons D, Tricker K, Roberts C, Davies L, Dawes P, Scott DL.
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Conceptual framework and systematic review of the effects of participants’ and professionals’ preferences in randomised controlled trials.
By King M, Nazareth I, Lampe F, Bower P, Chandler M, Morou M, et al.
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The clinical and cost-effectiveness of implantable cardioverter defibrillators: a systematic review.
By Bryant J, Brodin H, Loveman E, Payne E, Clegg A.
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A trial of problem-solving by community mental health nurses for anxiety, depression and life difficulties among general practice patients. The CPN-GP study.
By Kendrick T, Simons L, Mynors-Wallis L, Gray A, Lathlean J, Pickering R, et al.
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The causes and effects of socio-demographic exclusions from clinical trials.
By Bartlett C, Doyal L, Ebrahim S, Davey P, Bachmann M, Egger M, et al.
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Is hydrotherapy cost-effective? A randomised controlled trial of combined hydrotherapy programmes compared with physiotherapy land techniques in children with juvenile idiopathic arthritis.
By Epps H, Ginnelly L, Utley M, Southwood T, Gallivan S, Sculpher M, et al.
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A randomised controlled trial and cost-effectiveness study of systematic screening (targeted and total population screening) versus routine practice for the detection of atrial fibrillation in people aged 65 and over. The SAFE study.
By Hobbs FDR, Fitzmaurice DA, Mant J, Murray E, Jowett S, Bryan S, et al.
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Displaced intracapsular hip fractures in fit, older people: a randomised comparison of reduction and fixation, bipolar hemiarthroplasty and total hip arthroplasty.
By Keating JF, Grant A, Masson M, Scott NW, Forbes JF.
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Long-term outcome of cognitive behaviour therapy clinical trials in central Scotland.
By Durham RC, Chambers JA, Power KG, Sharp DM, Macdonald RR, Major KA, et al.
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The effectiveness and cost-effectiveness of dual-chamber pacemakers compared with single-chamber pacemakers for bradycardia due to atrioventricular block or sick sinus syndrome: systematic review and economic evaluation.
By Castelnuovo E, Stein K, Pitt M, Garside R, Payne E.
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Newborn screening for congenital heart defects: a systematic review and cost-effectiveness analysis.
By Knowles R, Griebsch I, Dezateux C, Brown J, Bull C, Wren C.
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The clinical and cost-effectiveness of left ventricular assist devices for end-stage heart failure: a systematic review and economic evaluation.
By Clegg AJ, Scott DA, Loveman E, Colquitt J, Hutchinson J, Royle P, et al.
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The effectiveness of the Heidelberg Retina Tomograph and laser diagnostic glaucoma scanning system (GDx) in detecting and monitoring glaucoma.
By Kwartz AJ, Henson DB, Harper RA, Spencer AF, McLeod D.
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Clinical and cost-effectiveness of autologous chondrocyte implantation for cartilage defects in knee joints: systematic review and economic evaluation.
By Clar C, Cummins E, McIntyre L, Thomas S, Lamb J, Bain L, et al.
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Systematic review of effectiveness of different treatments for childhood retinoblastoma.
By McDaid C, Hartley S, Bagnall A-M, Ritchie G, Light K, Riemsma R.
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Towards evidence-based guidelines for the prevention of venous thromboembolism: systematic reviews of mechanical methods, oral anticoagulation, dextran and regional anaesthesia as thromboprophylaxis.
By Roderick P, Ferris G, Wilson K, Halls H, Jackson D, Collins R, et al.
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The effectiveness and cost-effectiveness of parent training/education programmes for the treatment of conduct disorder, including oppositional defiant disorder, in children.
By Dretzke J, Frew E, Davenport C, Barlow J, Stewart-Brown S, Sandercock J, et al.
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The clinical and cost-effectiveness of donepezil, rivastigmine, galantamine and memantine for Alzheimer’s disease.
By Loveman E, Green C, Kirby J, Takeda A, Picot J, Payne E, et al.
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FOOD: a multicentre randomised trial evaluating feeding policies in patients admitted to hospital with a recent stroke.
By Dennis M, Lewis S, Cranswick G, Forbes J.
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The clinical effectiveness and cost-effectiveness of computed tomography screening for lung cancer: systematic reviews.
By Black C, Bagust A, Boland A, Walker S, McLeod C, De Verteuil R, et al.
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A systematic review of the effectiveness and cost-effectiveness of neuroimaging assessments used to visualise the seizure focus in people with refractory epilepsy being considered for surgery.
By Whiting P, Gupta R, Burch J, Mujica Mota RE, Wright K, Marson A, et al.
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Comparison of conference abstracts and presentations with full-text articles in the health technology assessments of rapidly evolving technologies.
By Dundar Y, Dodd S, Dickson R, Walley T, Haycox A, Williamson PR.
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Systematic review and evaluation of methods of assessing urinary incontinence.
By Martin JL, Williams KS, Abrams KR, Turner DA, Sutton AJ, Chapple C, et al.
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The clinical effectiveness and cost-effectiveness of newer drugs for children with epilepsy. A systematic review.
By Connock M, Frew E, Evans B-W, Bryan S, Cummins C, Fry-Smith A, et al.
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Surveillance of Barrett’s oesophagus: exploring the uncertainty through systematic review, expert workshop and economic modelling.
By Garside R, Pitt M, Somerville M, Stein K, Price A, Gilbert N.
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Topotecan, pegylated liposomal doxorubicin hydrochloride and paclitaxel for second-line or subsequent treatment of advanced ovarian cancer: a systematic review and economic evaluation.
By Main C, Bojke L, Griffin S, Norman G, Barbieri M, Mather L, et al.
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Evaluation of molecular techniques in prediction and diagnosis of cytomegalovirus disease in immunocompromised patients.
By Szczepura A, Westmoreland D, Vinogradova Y, Fox J, Clark M.
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Screening for thrombophilia in high-risk situations: systematic review and cost-effectiveness analysis. The Thrombosis: Risk and Economic Assessment of Thrombophilia Screening (TREATS) study.
By Wu O, Robertson L, Twaddle S, Lowe GDO, Clark P, Greaves M, et al.
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A series of systematic reviews to inform a decision analysis for sampling and treating infected diabetic foot ulcers.
By Nelson EA, O’Meara S, Craig D, Iglesias C, Golder S, Dalton J, et al.
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Randomised clinical trial, observational study and assessment of cost-effectiveness of the treatment of varicose veins (REACTIV trial).
By Michaels JA, Campbell WB, Brazier JE, MacIntyre JB, Palfreyman SJ, Ratcliffe J, et al.
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The cost-effectiveness of screening for oral cancer in primary care.
By Speight PM, Palmer S, Moles DR, Downer MC, Smith DH, Henriksson M, et al.
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Measurement of the clinical and cost-effectiveness of non-invasive diagnostic testing strategies for deep vein thrombosis.
By Goodacre S, Sampson F, Stevenson M, Wailoo A, Sutton A, Thomas S, et al.
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Systematic review of the effectiveness and cost-effectiveness of HealOzone® for the treatment of occlusal pit/fissure caries and root caries.
By Brazzelli M, McKenzie L, Fielding S, Fraser C, Clarkson J, Kilonzo M, et al.
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Randomised controlled trials of conventional antipsychotic versus new atypical drugs, and new atypical drugs versus clozapine, in people with schizophrenia responding poorly to, or intolerant of, current drug treatment.
By Lewis SW, Davies L, Jones PB, Barnes TRE, Murray RM, Kerwin R, et al.
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Diagnostic tests and algorithms used in the investigation of haematuria: systematic reviews and economic evaluation.
By Rodgers M, Nixon J, Hempel S, Aho T, Kelly J, Neal D, et al.
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Cognitive behavioural therapy in addition to antispasmodic therapy for irritable bowel syndrome in primary care: randomised controlled trial.
By Kennedy TM, Chalder T, McCrone P, Darnley S, Knapp M, Jones RH, et al.
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A systematic review of the clinical effectiveness and cost-effectiveness of enzyme replacement therapies for Fabry’s disease and mucopolysaccharidosis type 1.
By Connock M, Juarez-Garcia A, Frew E, Mans A, Dretzke J, Fry-Smith A, et al.
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Health benefits of antiviral therapy for mild chronic hepatitis C: randomised controlled trial and economic evaluation.
By Wright M, Grieve R, Roberts J, Main J, Thomas HC, on behalf of the UK Mild Hepatitis C Trial Investigators.
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Pressure relieving support surfaces: a randomised evaluation.
By Nixon J, Nelson EA, Cranny G, Iglesias CP, Hawkins K, Cullum NA, et al.
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A systematic review and economic model of the effectiveness and cost-effectiveness of methylphenidate, dexamfetamine and atomoxetine for the treatment of attention deficit hyperactivity disorder in children and adolescents.
By King S, Griffin S, Hodges Z, Weatherly H, Asseburg C, Richardson G, et al.
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The clinical effectiveness and cost-effectiveness of enzyme replacement therapy for Gaucher’s disease: a systematic review.
By Connock M, Burls A, Frew E, Fry-Smith A, Juarez-Garcia A, McCabe C, et al.
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Effectiveness and cost-effectiveness of salicylic acid and cryotherapy for cutaneous warts. An economic decision model.
By Thomas KS, Keogh-Brown MR, Chalmers JR, Fordham RJ, Holland RC, Armstrong SJ, et al.
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A systematic literature review of the effectiveness of non-pharmacological interventions to prevent wandering in dementia and evaluation of the ethical implications and acceptability of their use.
By Robinson L, Hutchings D, Corner L, Beyer F, Dickinson H, Vanoli A, et al.
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A review of the evidence on the effects and costs of implantable cardioverter defibrillator therapy in different patient groups, and modelling of cost-effectiveness and cost–utility for these groups in a UK context.
By Buxton M, Caine N, Chase D, Connelly D, Grace A, Jackson C, et al.
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Adefovir dipivoxil and pegylated interferon alfa-2a for the treatment of chronic hepatitis B: a systematic review and economic evaluation.
By Shepherd J, Jones J, Takeda A, Davidson P, Price A.
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An evaluation of the clinical and cost-effectiveness of pulmonary artery catheters in patient management in intensive care: a systematic review and a randomised controlled trial.
By Harvey S, Stevens K, Harrison D, Young D, Brampton W, McCabe C, et al.
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Accurate, practical and cost-effective assessment of carotid stenosis in the UK.
By Wardlaw JM, Chappell FM, Stevenson M, De Nigris E, Thomas S, Gillard J, et al.
-
Etanercept and infliximab for the treatment of psoriatic arthritis: a systematic review and economic evaluation.
By Woolacott N, Bravo Vergel Y, Hawkins N, Kainth A, Khadjesari Z, Misso K, et al.
-
The cost-effectiveness of testing for hepatitis C in former injecting drug users.
By Castelnuovo E, Thompson-Coon J, Pitt M, Cramp M, Siebert U, Price A, et al.
-
Computerised cognitive behaviour therapy for depression and anxiety update: a systematic review and economic evaluation.
By Kaltenthaler E, Brazier J, De Nigris E, Tumur I, Ferriter M, Beverley C, et al.
-
Cost-effectiveness of using prognostic information to select women with breast cancer for adjuvant systemic therapy.
By Williams C, Brunskill S, Altman D, Briggs A, Campbell H, Clarke M, et al.
-
Psychological therapies including dialectical behaviour therapy for borderline personality disorder: a systematic review and preliminary economic evaluation.
By Brazier J, Tumur I, Holmes M, Ferriter M, Parry G, Dent-Brown K, et al.
-
Clinical effectiveness and cost-effectiveness of tests for the diagnosis and investigation of urinary tract infection in children: a systematic review and economic model.
By Whiting P, Westwood M, Bojke L, Palmer S, Richardson G, Cooper J, et al.
-
Cognitive behavioural therapy in chronic fatigue syndrome: a randomised controlled trial of an outpatient group programme.
By O’Dowd H, Gladwell P, Rogers CA, Hollinghurst S, Gregory A.
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A comparison of the cost-effectiveness of five strategies for the prevention of nonsteroidal anti-inflammatory drug-induced gastrointestinal toxicity: a systematic review with economic modelling.
By Brown TJ, Hooper L, Elliott RA, Payne K, Webb R, Roberts C, et al.
-
The effectiveness and cost-effectiveness of computed tomography screening for coronary artery disease: systematic review.
By Waugh N, Black C, Walker S, McIntyre L, Cummins E, Hillis G.
-
What are the clinical outcome and cost-effectiveness of endoscopy undertaken by nurses when compared with doctors? A Multi-Institution Nurse Endoscopy Trial (MINuET).
By Williams J, Russell I, Durai D, Cheung W-Y, Farrin A, Bloor K, et al.
-
The clinical and cost-effectiveness of oxaliplatin and capecitabine for the adjuvant treatment of colon cancer: systematic review and economic evaluation.
By Pandor A, Eggington S, Paisley S, Tappenden P, Sutcliffe P.
-
A systematic review of the effectiveness of adalimumab, etanercept and infliximab for the treatment of rheumatoid arthritis in adults and an economic evaluation of their cost-effectiveness.
By Chen Y-F, Jobanputra P, Barton P, Jowett S, Bryan S, Clark W, et al.
-
Telemedicine in dermatology: a randomised controlled trial.
By Bowns IR, Collins K, Walters SJ, McDonagh AJG.
-
Cost-effectiveness of cell salvage and alternative methods of minimising perioperative allogeneic blood transfusion: a systematic review and economic model.
By Davies L, Brown TJ, Haynes S, Payne K, Elliott RA, McCollum C.
-
Clinical effectiveness and cost-effectiveness of laparoscopic surgery for colorectal cancer: systematic reviews and economic evaluation.
By Murray A, Lourenco T, de Verteuil R, Hernandez R, Fraser C, McKinley A, et al.
-
Etanercept and efalizumab for the treatment of psoriasis: a systematic review.
By Woolacott N, Hawkins N, Mason A, Kainth A, Khadjesari Z, Bravo Vergel Y, et al.
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Systematic reviews of clinical decision tools for acute abdominal pain.
By Liu JLY, Wyatt JC, Deeks JJ, Clamp S, Keen J, Verde P, et al.
-
Evaluation of the ventricular assist device programme in the UK.
By Sharples L, Buxton M, Caine N, Cafferty F, Demiris N, Dyer M, et al.
-
A systematic review and economic model of the clinical and cost-effectiveness of immunosuppressive therapy for renal transplantation in children.
By Yao G, Albon E, Adi Y, Milford D, Bayliss S, Ready A, et al.
-
Amniocentesis results: investigation of anxiety. The ARIA trial.
By Hewison J, Nixon J, Fountain J, Cocks K, Jones C, Mason G, et al.
-
Pemetrexed disodium for the treatment of malignant pleural mesothelioma: a systematic review and economic evaluation.
By Dundar Y, Bagust A, Dickson R, Dodd S, Green J, Haycox A, et al.
-
A systematic review and economic model of the clinical effectiveness and cost-effectiveness of docetaxel in combination with prednisone or prednisolone for the treatment of hormone-refractory metastatic prostate cancer.
By Collins R, Fenwick E, Trowman R, Perard R, Norman G, Light K, et al.
-
A systematic review of rapid diagnostic tests for the detection of tuberculosis infection.
By Dinnes J, Deeks J, Kunst H, Gibson A, Cummins E, Waugh N, et al.
-
The clinical effectiveness and cost-effectiveness of strontium ranelate for the prevention of osteoporotic fragility fractures in postmenopausal women.
By Stevenson M, Davis S, Lloyd-Jones M, Beverley C.
-
A systematic review of quantitative and qualitative research on the role and effectiveness of written information available to patients about individual medicines.
By Raynor DK, Blenkinsopp A, Knapp P, Grime J, Nicolson DJ, Pollock K, et al.
-
Oral naltrexone as a treatment for relapse prevention in formerly opioid-dependent drug users: a systematic review and economic evaluation.
By Adi Y, Juarez-Garcia A, Wang D, Jowett S, Frew E, Day E, et al.
-
Glucocorticoid-induced osteoporosis: a systematic review and cost–utility analysis.
By Kanis JA, Stevenson M, McCloskey EV, Davis S, Lloyd-Jones M.
-
Epidemiological, social, diagnostic and economic evaluation of population screening for genital chlamydial infection.
By Low N, McCarthy A, Macleod J, Salisbury C, Campbell R, Roberts TE, et al.
-
Methadone and buprenorphine for the management of opioid dependence: a systematic review and economic evaluation.
By Connock M, Juarez-Garcia A, Jowett S, Frew E, Liu Z, Taylor RJ, et al.
-
Exercise Evaluation Randomised Trial (EXERT): a randomised trial comparing GP referral for leisure centre-based exercise, community-based walking and advice only.
By Isaacs AJ, Critchley JA, See Tai S, Buckingham K, Westley D, Harridge SDR, et al.
-
Interferon alfa (pegylated and non-pegylated) and ribavirin for the treatment of mild chronic hepatitis C: a systematic review and economic evaluation.
By Shepherd J, Jones J, Hartwell D, Davidson P, Price A, Waugh N.
-
Systematic review and economic evaluation of bevacizumab and cetuximab for the treatment of metastatic colorectal cancer.
By Tappenden P, Jones R, Paisley S, Carroll C.
-
A systematic review and economic evaluation of epoetin alfa, epoetin beta and darbepoetin alfa in anaemia associated with cancer, especially that attributable to cancer treatment.
By Wilson J, Yao GL, Raftery J, Bohlius J, Brunskill S, Sandercock J, et al.
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A systematic review and economic evaluation of statins for the prevention of coronary events.
By Ward S, Lloyd Jones M, Pandor A, Holmes M, Ara R, Ryan A, et al.
-
A systematic review of the effectiveness and cost-effectiveness of different models of community-based respite care for frail older people and their carers.
By Mason A, Weatherly H, Spilsbury K, Arksey H, Golder S, Adamson J, et al.
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Additional therapy for young children with spastic cerebral palsy: a randomised controlled trial.
By Weindling AM, Cunningham CC, Glenn SM, Edwards RT, Reeves DJ.
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Screening for type 2 diabetes: literature review and economic modelling.
By Waugh N, Scotland G, McNamee P, Gillett M, Brennan A, Goyder E, et al.
-
The effectiveness and cost-effectiveness of cinacalcet for secondary hyperparathyroidism in end-stage renal disease patients on dialysis: a systematic review and economic evaluation.
By Garside R, Pitt M, Anderson R, Mealing S, Roome C, Snaith A, et al.
-
The clinical effectiveness and cost-effectiveness of gemcitabine for metastatic breast cancer: a systematic review and economic evaluation.
By Takeda AL, Jones J, Loveman E, Tan SC, Clegg AJ.
-
A systematic review of duplex ultrasound, magnetic resonance angiography and computed tomography angiography for the diagnosis and assessment of symptomatic, lower limb peripheral arterial disease.
By Collins R, Cranny G, Burch J, Aguiar-Ibáñez R, Craig D, Wright K, et al.
-
The clinical effectiveness and cost-effectiveness of treatments for children with idiopathic steroid-resistant nephrotic syndrome: a systematic review.
By Colquitt JL, Kirby J, Green C, Cooper K, Trompeter RS.
-
A systematic review of the routine monitoring of growth in children of primary school age to identify growth-related conditions.
By Fayter D, Nixon J, Hartley S, Rithalia A, Butler G, Rudolf M, et al.
-
Systematic review of the effectiveness of preventing and treating Staphylococcus aureus carriage in reducing peritoneal catheter-related infections.
By McCormack K, Rabindranath K, Kilonzo M, Vale L, Fraser C, McIntyre L, et al.
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The clinical effectiveness and cost of repetitive transcranial magnetic stimulation versus electroconvulsive therapy in severe depression: a multicentre pragmatic randomised controlled trial and economic analysis.
By McLoughlin DM, Mogg A, Eranti S, Pluck G, Purvis R, Edwards D, et al.
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A randomised controlled trial and economic evaluation of direct versus indirect and individual versus group modes of speech and language therapy for children with primary language impairment.
By Boyle J, McCartney E, Forbes J, O’Hare A.
-
Hormonal therapies for early breast cancer: systematic review and economic evaluation.
By Hind D, Ward S, De Nigris E, Simpson E, Carroll C, Wyld L.
-
Cardioprotection against the toxic effects of anthracyclines given to children with cancer: a systematic review.
By Bryant J, Picot J, Levitt G, Sullivan I, Baxter L, Clegg A.
-
Adalimumab, etanercept and infliximab for the treatment of ankylosing spondylitis: a systematic review and economic evaluation.
By McLeod C, Bagust A, Boland A, Dagenais P, Dickson R, Dundar Y, et al.
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Prenatal screening and treatment strategies to prevent group B streptococcal and other bacterial infections in early infancy: cost-effectiveness and expected value of information analyses.
By Colbourn T, Asseburg C, Bojke L, Philips Z, Claxton K, Ades AE, et al.
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Clinical effectiveness and cost-effectiveness of bone morphogenetic proteins in the non-healing of fractures and spinal fusion: a systematic review.
By Garrison KR, Donell S, Ryder J, Shemilt I, Mugford M, Harvey I, et al.
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A randomised controlled trial of postoperative radiotherapy following breast-conserving surgery in a minimum-risk older population. The PRIME trial.
By Prescott RJ, Kunkler IH, Williams LJ, King CC, Jack W, van der Pol M, et al.
-
Current practice, accuracy, effectiveness and cost-effectiveness of the school entry hearing screen.
By Bamford J, Fortnum H, Bristow K, Smith J, Vamvakas G, Davies L, et al.
-
The clinical effectiveness and cost-effectiveness of inhaled insulin in diabetes mellitus: a systematic review and economic evaluation.
By Black C, Cummins E, Royle P, Philip S, Waugh N.
-
Surveillance of cirrhosis for hepatocellular carcinoma: systematic review and economic analysis.
By Thompson Coon J, Rogers G, Hewson P, Wright D, Anderson R, Cramp M, et al.
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The Birmingham Rehabilitation Uptake Maximisation Study (BRUM). Homebased compared with hospital-based cardiac rehabilitation in a multi-ethnic population: cost-effectiveness and patient adherence.
By Jolly K, Taylor R, Lip GYH, Greenfield S, Raftery J, Mant J, et al.
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A systematic review of the clinical, public health and cost-effectiveness of rapid diagnostic tests for the detection and identification of bacterial intestinal pathogens in faeces and food.
By Abubakar I, Irvine L, Aldus CF, Wyatt GM, Fordham R, Schelenz S, et al.
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A randomised controlled trial examining the longer-term outcomes of standard versus new antiepileptic drugs. The SANAD trial.
By Marson AG, Appleton R, Baker GA, Chadwick DW, Doughty J, Eaton B, et al.
-
Clinical effectiveness and cost-effectiveness of different models of managing long-term oral anti-coagulation therapy: a systematic review and economic modelling.
By Connock M, Stevens C, Fry-Smith A, Jowett S, Fitzmaurice D, Moore D, et al.
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A systematic review and economic model of the clinical effectiveness and cost-effectiveness of interventions for preventing relapse in people with bipolar disorder.
By Soares-Weiser K, Bravo Vergel Y, Beynon S, Dunn G, Barbieri M, Duffy S, et al.
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Taxanes for the adjuvant treatment of early breast cancer: systematic review and economic evaluation.
By Ward S, Simpson E, Davis S, Hind D, Rees A, Wilkinson A.
-
The clinical effectiveness and cost-effectiveness of screening for open angle glaucoma: a systematic review and economic evaluation.
By Burr JM, Mowatt G, Hernández R, Siddiqui MAR, Cook J, Lourenco T, et al.
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Acceptability, benefit and costs of early screening for hearing disability: a study of potential screening tests and models.
By Davis A, Smith P, Ferguson M, Stephens D, Gianopoulos I.
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Contamination in trials of educational interventions.
By Keogh-Brown MR, Bachmann MO, Shepstone L, Hewitt C, Howe A, Ramsay CR, et al.
-
Overview of the clinical effectiveness of positron emission tomography imaging in selected cancers.
By Facey K, Bradbury I, Laking G, Payne E.
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The effectiveness and cost-effectiveness of carmustine implants and temozolomide for the treatment of newly diagnosed high-grade glioma: a systematic review and economic evaluation.
By Garside R, Pitt M, Anderson R, Rogers G, Dyer M, Mealing S, et al.
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Drug-eluting stents: a systematic review and economic evaluation.
By Hill RA, Boland A, Dickson R, Dündar Y, Haycox A, McLeod C, et al.
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The clinical effectiveness and cost-effectiveness of cardiac resynchronisation (biventricular pacing) for heart failure: systematic review and economic model.
By Fox M, Mealing S, Anderson R, Dean J, Stein K, Price A, et al.
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Recruitment to randomised trials: strategies for trial enrolment and participation study. The STEPS study.
By Campbell MK, Snowdon C, Francis D, Elbourne D, McDonald AM, Knight R, et al.
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Cost-effectiveness of functional cardiac testing in the diagnosis and management of coronary artery disease: a randomised controlled trial. The CECaT trial.
By Sharples L, Hughes V, Crean A, Dyer M, Buxton M, Goldsmith K, et al.
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Evaluation of diagnostic tests when there is no gold standard. A review of methods.
By Rutjes AWS, Reitsma JB, Coomarasamy A, Khan KS, Bossuyt PMM.
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Systematic reviews of the clinical effectiveness and cost-effectiveness of proton pump inhibitors in acute upper gastrointestinal bleeding.
By Leontiadis GI, Sreedharan A, Dorward S, Barton P, Delaney B, Howden CW, et al.
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A review and critique of modelling in prioritising and designing screening programmes.
By Karnon J, Goyder E, Tappenden P, McPhie S, Towers I, Brazier J, et al.
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An assessment of the impact of the NHS Health Technology Assessment Programme.
By Hanney S, Buxton M, Green C, Coulson D, Raftery J.
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A systematic review and economic model of switching from nonglycopeptide to glycopeptide antibiotic prophylaxis for surgery.
By Cranny G, Elliott R, Weatherly H, Chambers D, Hawkins N, Myers L, et al.
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‘Cut down to quit’ with nicotine replacement therapies in smoking cessation: a systematic review of effectiveness and economic analysis.
By Wang D, Connock M, Barton P, Fry-Smith A, Aveyard P, Moore D.
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A systematic review of the effectiveness of strategies for reducing fracture risk in children with juvenile idiopathic arthritis with additional data on long-term risk of fracture and cost of disease management.
By Thornton J, Ashcroft D, O’Neill T, Elliott R, Adams J, Roberts C, et al.
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Does befriending by trained lay workers improve psychological well-being and quality of life for carers of people with dementia, and at what cost? A randomised controlled trial.
By Charlesworth G, Shepstone L, Wilson E, Thalanany M, Mugford M, Poland F.
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A multi-centre retrospective cohort study comparing the efficacy, safety and cost-effectiveness of hysterectomy and uterine artery embolisation for the treatment of symptomatic uterine fibroids. The HOPEFUL study.
By Hirst A, Dutton S, Wu O, Briggs A, Edwards C, Waldenmaier L, et al.
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Methods of prediction and prevention of pre-eclampsia: systematic reviews of accuracy and effectiveness literature with economic modelling.
By Meads CA, Cnossen JS, Meher S, Juarez-Garcia A, ter Riet G, Duley L, et al.
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The use of economic evaluations in NHS decision-making: a review and empirical investigation.
By Williams I, McIver S, Moore D, Bryan S.
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Stapled haemorrhoidectomy (haemorrhoidopexy) for the treatment of haemorrhoids: a systematic review and economic evaluation.
By Burch J, Epstein D, Baba-Akbari A, Weatherly H, Fox D, Golder S, et al.
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The clinical effectiveness of diabetes education models for Type 2 diabetes: a systematic review.
By Loveman E, Frampton GK, Clegg AJ.
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Payment to healthcare professionals for patient recruitment to trials: systematic review and qualitative study.
By Raftery J, Bryant J, Powell J, Kerr C, Hawker S.
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Cyclooxygenase-2 selective non-steroidal anti-inflammatory drugs (etodolac, meloxicam, celecoxib, rofecoxib, etoricoxib, valdecoxib and lumiracoxib) for osteoarthritis and rheumatoid arthritis: a systematic review and economic evaluation.
By Chen Y-F, Jobanputra P, Barton P, Bryan S, Fry-Smith A, Harris G, et al.
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The clinical effectiveness and cost-effectiveness of central venous catheters treated with anti-infective agents in preventing bloodstream infections: a systematic review and economic evaluation.
By Hockenhull JC, Dwan K, Boland A, Smith G, Bagust A, Dundar Y, et al.
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Stepped treatment of older adults on laxatives. The STOOL trial.
By Mihaylov S, Stark C, McColl E, Steen N, Vanoli A, Rubin G, et al.
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A randomised controlled trial of cognitive behaviour therapy in adolescents with major depression treated by selective serotonin reuptake inhibitors. The ADAPT trial.
By Goodyer IM, Dubicka B, Wilkinson P, Kelvin R, Roberts C, Byford S, et al.
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The use of irinotecan, oxaliplatin and raltitrexed for the treatment of advanced colorectal cancer: systematic review and economic evaluation.
By Hind D, Tappenden P, Tumur I, Eggington E, Sutcliffe P, Ryan A.
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Ranibizumab and pegaptanib for the treatment of age-related macular degeneration: a systematic review and economic evaluation.
By Colquitt JL, Jones J, Tan SC, Takeda A, Clegg AJ, Price A.
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Systematic review of the clinical effectiveness and cost-effectiveness of 64-slice or higher computed tomography angiography as an alternative to invasive coronary angiography in the investigation of coronary artery disease.
By Mowatt G, Cummins E, Waugh N, Walker S, Cook J, Jia X, et al.
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Structural neuroimaging in psychosis: a systematic review and economic evaluation.
By Albon E, Tsourapas A, Frew E, Davenport C, Oyebode F, Bayliss S, et al.
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Systematic review and economic analysis of the comparative effectiveness of different inhaled corticosteroids and their usage with long-acting beta2 agonists for the treatment of chronic asthma in adults and children aged 12 years and over.
By Shepherd J, Rogers G, Anderson R, Main C, Thompson-Coon J, Hartwell D, et al.
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Systematic review and economic analysis of the comparative effectiveness of different inhaled corticosteroids and their usage with long-acting beta2 agonists for the treatment of chronic asthma in children under the age of 12 years.
By Main C, Shepherd J, Anderson R, Rogers G, Thompson-Coon J, Liu Z, et al.
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Ezetimibe for the treatment of hypercholesterolaemia: a systematic review and economic evaluation.
By Ara R, Tumur I, Pandor A, Duenas A, Williams R, Wilkinson A, et al.
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Topical or oral ibuprofen for chronic knee pain in older people. The TOIB study.
By Underwood M, Ashby D, Carnes D, Castelnuovo E, Cross P, Harding G, et al.
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A prospective randomised comparison of minor surgery in primary and secondary care. The MiSTIC trial.
By George S, Pockney P, Primrose J, Smith H, Little P, Kinley H, et al.
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A review and critical appraisal of measures of therapist–patient interactions in mental health settings.
By Cahill J, Barkham M, Hardy G, Gilbody S, Richards D, Bower P, et al.
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The clinical effectiveness and cost-effectiveness of screening programmes for amblyopia and strabismus in children up to the age of 4–5 years: a systematic review and economic evaluation.
By Carlton J, Karnon J, Czoski-Murray C, Smith KJ, Marr J.
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A systematic review of the clinical effectiveness and cost-effectiveness and economic modelling of minimal incision total hip replacement approaches in the management of arthritic disease of the hip.
By de Verteuil R, Imamura M, Zhu S, Glazener C, Fraser C, Munro N, et al.
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A preliminary model-based assessment of the cost–utility of a screening programme for early age-related macular degeneration.
By Karnon J, Czoski-Murray C, Smith K, Brand C, Chakravarthy U, Davis S, et al.
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Intravenous magnesium sulphate and sotalol for prevention of atrial fibrillation after coronary artery bypass surgery: a systematic review and economic evaluation.
By Shepherd J, Jones J, Frampton GK, Tanajewski L, Turner D, Price A.
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Absorbent products for urinary/faecal incontinence: a comparative evaluation of key product categories.
By Fader M, Cottenden A, Getliffe K, Gage H, Clarke-O’Neill S, Jamieson K, et al.
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A systematic review of repetitive functional task practice with modelling of resource use, costs and effectiveness.
By French B, Leathley M, Sutton C, McAdam J, Thomas L, Forster A, et al.
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The effectiveness and cost-effectivness of minimal access surgery amongst people with gastro-oesophageal reflux disease – a UK collaborative study. The reflux trial.
By Grant A, Wileman S, Ramsay C, Bojke L, Epstein D, Sculpher M, et al.
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Time to full publication of studies of anti-cancer medicines for breast cancer and the potential for publication bias: a short systematic review.
By Takeda A, Loveman E, Harris P, Hartwell D, Welch K.
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Performance of screening tests for child physical abuse in accident and emergency departments.
By Woodman J, Pitt M, Wentz R, Taylor B, Hodes D, Gilbert RE.
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Curative catheter ablation in atrial fibrillation and typical atrial flutter: systematic review and economic evaluation.
By Rodgers M, McKenna C, Palmer S, Chambers D, Van Hout S, Golder S, et al.
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Systematic review and economic modelling of effectiveness and cost utility of surgical treatments for men with benign prostatic enlargement.
By Lourenco T, Armstrong N, N’Dow J, Nabi G, Deverill M, Pickard R, et al.
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Immunoprophylaxis against respiratory syncytial virus (RSV) with palivizumab in children: a systematic review and economic evaluation.
By Wang D, Cummins C, Bayliss S, Sandercock J, Burls A.
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Deferasirox for the treatment of iron overload associated with regular blood transfusions (transfusional haemosiderosis) in patients suffering with chronic anaemia: a systematic review and economic evaluation.
By McLeod C, Fleeman N, Kirkham J, Bagust A, Boland A, Chu P, et al.
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Thrombophilia testing in people with venous thromboembolism: systematic review and cost-effectiveness analysis.
By Simpson EL, Stevenson MD, Rawdin A, Papaioannou D.
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Surgical procedures and non-surgical devices for the management of non-apnoeic snoring: a systematic review of clinical effects and associated treatment costs.
By Main C, Liu Z, Welch K, Weiner G, Quentin Jones S, Stein K.
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Continuous positive airway pressure devices for the treatment of obstructive sleep apnoea–hypopnoea syndrome: a systematic review and economic analysis.
By McDaid C, Griffin S, Weatherly H, Durée K, van der Burgt M, van Hout S, Akers J, et al.
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Use of classical and novel biomarkers as prognostic risk factors for localised prostate cancer: a systematic review.
By Sutcliffe P, Hummel S, Simpson E, Young T, Rees A, Wilkinson A, et al.
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The harmful health effects of recreational ecstasy: a systematic review of observational evidence.
By Rogers G, Elston J, Garside R, Roome C, Taylor R, Younger P, et al.
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Systematic review of the clinical effectiveness and cost-effectiveness of oesophageal Doppler monitoring in critically ill and high-risk surgical patients.
By Mowatt G, Houston G, Hernández R, de Verteuil R, Fraser C, Cuthbertson B, et al.
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The use of surrogate outcomes in model-based cost-effectiveness analyses: a survey of UK Health Technology Assessment reports.
By Taylor RS, Elston J.
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Controlling Hypertension and Hypotension Immediately Post Stroke (CHHIPS) – a randomised controlled trial.
By Potter J, Mistri A, Brodie F, Chernova J, Wilson E, Jagger C, et al.
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Routine antenatal anti-D prophylaxis for RhD-negative women: a systematic review and economic evaluation.
By Pilgrim H, Lloyd-Jones M, Rees A.
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Amantadine, oseltamivir and zanamivir for the prophylaxis of influenza (including a review of existing guidance no. 67): a systematic review and economic evaluation.
By Tappenden P, Jackson R, Cooper K, Rees A, Simpson E, Read R, et al.
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Improving the evaluation of therapeutic interventions in multiple sclerosis: the role of new psychometric methods.
By Hobart J, Cano S.
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Treatment of severe ankle sprain: a pragmatic randomised controlled trial comparing the clinical effectiveness and cost-effectiveness of three types of mechanical ankle support with tubular bandage. The CAST trial.
By Cooke MW, Marsh JL, Clark M, Nakash R, Jarvis RM, Hutton JL, et al. , on behalf of the CAST trial group.
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Non-occupational postexposure prophylaxis for HIV: a systematic review.
By Bryant J, Baxter L, Hird S.
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Blood glucose self-monitoring in type 2 diabetes: a randomised controlled trial.
By Farmer AJ, Wade AN, French DP, Simon J, Yudkin P, Gray A, et al.
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How far does screening women for domestic (partner) violence in different health-care settings meet criteria for a screening programme? Systematic reviews of nine UK National Screening Committee criteria.
By Feder G, Ramsay J, Dunne D, Rose M, Arsene C, Norman R, et al.
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Spinal cord stimulation for chronic pain of neuropathic or ischaemic origin: systematic review and economic evaluation.
By Simpson, EL, Duenas A, Holmes MW, Papaioannou D, Chilcott J.
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The role of magnetic resonance imaging in the identification of suspected acoustic neuroma: a systematic review of clinical and costeffectiveness and natural history.
By Fortnum H, O’Neill C, Taylor R, Lenthall R, Nikolopoulos T, Lightfoot G, et al.
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Dipsticks and diagnostic algorithms in urinary tract infection: development and validation, randomised trial, economic analysis, observational cohort and qualitative study.
By Little P, Turner S, Rumsby K, Warner G, Moore M, Lowes JA, et al.
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Systematic review of respite care in the frail elderly.
By Shaw C, McNamara R, Abrams K, Cannings-John R, Hood K, Longo M, et al.
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Neuroleptics in the treatment of aggressive challenging behaviour for people with intellectual disabilities: a randomised controlled trial (NACHBID).
By Tyrer P, Oliver-Africano P, Romeo R, Knapp M, Dickens S, Bouras N, et al.
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Randomised controlled trial to determine the clinical effectiveness and cost-effectiveness of selective serotonin reuptake inhibitors plus supportive care, versus supportive care alone, for mild to moderate depression with somatic symptoms in primary care: the THREAD (THREshold for AntiDepressant response) study.
By Kendrick T, Chatwin J, Dowrick C, Tylee A, Morriss R, Peveler R, et al.
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Diagnostic strategies using DNA testing for hereditary haemochromatosis in at-risk populations: a systematic review and economic evaluation.
By Bryant J, Cooper K, Picot J, Clegg A, Roderick P, Rosenberg W, et al.
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Enhanced external counterpulsation for the treatment of stable angina and heart failure: a systematic review and economic analysis.
By McKenna C, McDaid C, Suekarran S, Hawkins N, Claxton K, Light K, et al.
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Development of a decision support tool for primary care management of patients with abnormal liver function tests without clinically apparent liver disease: a record-linkage population cohort study and decision analysis (ALFIE).
By Donnan PT, McLernon D, Dillon JF, Ryder S, Roderick P, Sullivan F, et al.
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A systematic review of presumed consent systems for deceased organ donation.
By Rithalia A, McDaid C, Suekarran S, Norman G, Myers L, Sowden A.
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Paracetamol and ibuprofen for the treatment of fever in children: the PITCH randomised controlled trial.
By Hay AD, Redmond NM, Costelloe C, Montgomery AA, Fletcher M, Hollinghurst S, et al.
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A randomised controlled trial to compare minimally invasive glucose monitoring devices with conventional monitoring in the management of insulin-treated diabetes mellitus (MITRE).
By Newman SP, Cooke D, Casbard A, Walker S, Meredith S, Nunn A, et al.
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Sensitivity analysis in economic evaluation: an audit of NICE current practice and a review of its use and value in decision-making.
By Andronis L, Barton P, Bryan S.
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Trastuzumab for the treatment of primary breast cancer in HER2-positive women: a single technology appraisal.
By Ward S, Pilgrim H, Hind D.
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Docetaxel for the adjuvant treatment of early node-positive breast cancer: a single technology appraisal.
By Chilcott J, Lloyd Jones M, Wilkinson A.
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The use of paclitaxel in the management of early stage breast cancer.
By Griffin S, Dunn G, Palmer S, Macfarlane K, Brent S, Dyker A, et al.
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Rituximab for the first-line treatment of stage III/IV follicular non-Hodgkin’s lymphoma.
By Dundar Y, Bagust A, Hounsome J, McLeod C, Boland A, Davis H, et al.
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Bortezomib for the treatment of multiple myeloma patients.
By Green C, Bryant J, Takeda A, Cooper K, Clegg A, Smith A, et al.
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Fludarabine phosphate for the firstline treatment of chronic lymphocytic leukaemia.
By Walker S, Palmer S, Erhorn S, Brent S, Dyker A, Ferrie L, et al.
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Erlotinib for the treatment of relapsed non-small cell lung cancer.
By McLeod C, Bagust A, Boland A, Hockenhull J, Dundar Y, Proudlove C, et al.
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Cetuximab plus radiotherapy for the treatment of locally advanced squamous cell carcinoma of the head and neck.
By Griffin S, Walker S, Sculpher M, White S, Erhorn S, Brent S, et al.
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Infliximab for the treatment of adults with psoriasis.
By Loveman E, Turner D, Hartwell D, Cooper K, Clegg A
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Psychological interventions for postnatal depression: cluster randomised trial and economic evaluation. The PoNDER trial.
By Morrell CJ, Warner R, Slade P, Dixon S, Walters S, Paley G, et al.
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The effect of different treatment durations of clopidogrel in patients with non-ST-segment elevation acute coronary syndromes: a systematic review and value of information analysis.
By Rogowski R, Burch J, Palmer S, Craigs C, Golder S, Woolacott N.
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Systematic review and individual patient data meta-analysis of diagnosis of heart failure, with modelling of implications of different diagnostic strategies in primary care.
By Mant J, Doust J, Roalfe A, Barton P, Cowie MR, Glasziou P, et al.
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A multicentre randomised controlled trial of the use of continuous positive airway pressure and non-invasive positive pressure ventilation in the early treatment of patients presenting to the emergency department with severe acute cardiogenic pulmonary oedema: the 3CPO trial.
By Gray AJ, Goodacre S, Newby DE, Masson MA, Sampson F, Dixon S, et al. , on behalf of the 3CPO study investigators.
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Early high-dose lipid-lowering therapy to avoid cardiac events: a systematic review and economic evaluation.
By Ara R, Pandor A, Stevens J, Rees A, Rafia R.
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Adefovir dipivoxil and pegylated interferon alpha for the treatment of chronic hepatitis B: an updated systematic review and economic evaluation.
By Jones J, Shepherd J, Baxter L, Gospodarevskaya E, Hartwell D, Harris P, et al.
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Methods to identify postnatal depression in primary care: an integrated evidence synthesis and value of information analysis.
By Hewitt CE, Gilbody SM, Brealey S, Paulden M, Palmer S, Mann R, et al.
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A double-blind randomised placebocontrolled trial of topical intranasal corticosteroids in 4- to 11-year-old children with persistent bilateral otitis media with effusion in primary care.
By Williamson I, Benge S, Barton S, Petrou S, Letley L, Fasey N, et al.
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The effectiveness and cost-effectiveness of methods of storing donated kidneys from deceased donors: a systematic review and economic model.
By Bond M, Pitt M, Akoh J, Moxham T, Hoyle M, Anderson R.
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Rehabilitation of older patients: day hospital compared with rehabilitation at home. A randomised controlled trial.
By Parker SG, Oliver P, Pennington M, Bond J, Jagger C, Enderby PM, et al.
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Breastfeeding promotion for infants in neonatal units: a systematic review and economic analysis.
By Renfrew MJ, Craig D, Dyson L, McCormick F, Rice S, King SE, et al.
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The clinical effectiveness and costeffectiveness of bariatric (weight loss) surgery for obesity: a systematic review and economic evaluation.
By Picot J, Jones J, Colquitt JL, Gospodarevskaya E, Loveman E, Baxter L, et al.
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Rapid testing for group B streptococcus during labour: a test accuracy study with evaluation of acceptability and cost-effectiveness.
By Daniels J, Gray J, Pattison H, Roberts T, Edwards E, Milner P, et al.
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Screening to prevent spontaneous preterm birth: systematic reviews of accuracy and effectiveness literature with economic modelling.
By Honest H, Forbes CA, Durée KH, Norman G, Duffy SB, Tsourapas A, et al.
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The effectiveness and cost-effectiveness of cochlear implants for severe to profound deafness in children and adults: a systematic review and economic model.
By Bond M, Mealing S, Anderson R, Elston J, Weiner G, Taylor RS, et al.
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Gemcitabine for the treatment of metastatic breast cancer.
By Jones J, Takeda A, Tan SC, Cooper K, Loveman E, Clegg A.
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Varenicline in the management of smoking cessation: a single technology appraisal.
By Hind D, Tappenden P, Peters J, Kenjegalieva K.
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Alteplase for the treatment of acute ischaemic stroke: a single technology appraisal.
By Lloyd Jones M, Holmes M.
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Rituximab for the treatment of rheumatoid arthritis.
By Bagust A, Boland A, Hockenhull J, Fleeman N, Greenhalgh J, Dundar Y, et al.
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Omalizumab for the treatment of severe persistent allergic asthma.
By Jones J, Shepherd J, Hartwell D, Harris P, Cooper K, Takeda A, et al.
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Rituximab for the treatment of relapsed or refractory stage III or IV follicular non-Hodgkin’s lymphoma.
By Boland A, Bagust A, Hockenhull J, Davis H, Chu P, Dickson R.
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Adalimumab for the treatment of psoriasis.
By Turner D, Picot J, Cooper K, Loveman E.
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Dabigatran etexilate for the prevention of venous thromboembolism in patients undergoing elective hip and knee surgery: a single technology appraisal.
By Holmes M, C Carroll C, Papaioannou D.
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Romiplostim for the treatment of chronic immune or idiopathic thrombocytopenic purpura: a single technology appraisal.
By Mowatt G, Boachie C, Crowther M, Fraser C, Hernández R, Jia X, et al.
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Sunitinib for the treatment of gastrointestinal stromal tumours: a critique of the submission from Pfizer.
By Bond M, Hoyle M, Moxham T, Napier M, Anderson R.
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Vitamin K to prevent fractures in older women: systematic review and economic evaluation.
By Stevenson M, Lloyd-Jones M, Papaioannou D.
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The effects of biofeedback for the treatment of essential hypertension: a systematic review.
By Greenhalgh J, Dickson R, Dundar Y.
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A randomised controlled trial of the use of aciclovir and/or prednisolone for the early treatment of Bell’s palsy: the BELLS study.
By Sullivan FM, Swan IRC, Donnan PT, Morrison JM, Smith BH, McKinstry B, et al.
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Lapatinib for the treatment of HER2-overexpressing breast cancer.
By Jones J, Takeda A, Picot J, von Keyserlingk C, Clegg A.
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Infliximab for the treatment of ulcerative colitis.
By Hyde C, Bryan S, Juarez-Garcia A, Andronis L, Fry-Smith A.
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Rimonabant for the treatment of overweight and obese people.
By Burch J, McKenna C, Palmer S, Norman G, Glanville J, Sculpher M, et al.
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Telbivudine for the treatment of chronic hepatitis B infection.
By Hartwell D, Jones J, Harris P, Cooper K.
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Entecavir for the treatment of chronic hepatitis B infection.
By Shepherd J, Gospodarevskaya E, Frampton G, Cooper, K.
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Febuxostat for the treatment of hyperuricaemia in people with gout: a single technology appraisal.
By Stevenson M, Pandor A.
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Rivaroxaban for the prevention of venous thromboembolism: a single technology appraisal.
By Stevenson M, Scope A, Holmes M, Rees A, Kaltenthaler E.
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Cetuximab for the treatment of recurrent and/or metastatic squamous cell carcinoma of the head and neck.
By Greenhalgh J, Bagust A, Boland A, Fleeman N, McLeod C, Dundar Y, et al.
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Mifamurtide for the treatment of osteosarcoma: a single technology appraisal.
By Pandor A, Fitzgerald P, Stevenson M, Papaioannou D.
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Ustekinumab for the treatment of moderate to severe psoriasis.
By Gospodarevskaya E, Picot J, Cooper K, Loveman E, Takeda A.
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Endovascular stents for abdominal aortic aneurysms: a systematic review and economic model.
By Chambers D, Epstein D, Walker S, Fayter D, Paton F, Wright K, et al.
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Clinical and cost-effectiveness of epoprostenol, iloprost, bosentan, sitaxentan and sildenafil for pulmonary arterial hypertension within their licensed indications: a systematic review and economic evaluation.
By Chen Y-F, Jowett S, Barton P, Malottki K, Hyde C, Gibbs JSR, et al.
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Cessation of attention deficit hyperactivity disorder drugs in the young (CADDY) – a pharmacoepidemiological and qualitative study.
By Wong ICK, Asherson P, Bilbow A, Clifford S, Coghill D, R DeSoysa R, et al.
Health Technology Assessment programme
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Director, NIHR HTA programme, Professor of Clinical Pharmacology, University of Liverpool
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Professor Ian Roberts, Professor of Epidemiology & Public Health, London School of Hygiene and Tropical Medicine
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Professor Mark Sculpher, Professor of Health Economics, University of York
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Professor Helen Smith, Professor of Primary Care, University of Brighton
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