Figures
Abstract
Objective
In many high-income countries with low HIV prevalence, significant numbers of persons living with HIV (PLHIV) remain undiagnosed. Identification of PLHIV via HIV testing offers timely access to lifesaving antiretroviral therapy (ART) and decreases HIV transmission. We estimated the effectiveness and cost-effectiveness of HIV testing in the United Kingdom (UK), where 25% of PLHIV are estimated to be undiagnosed.
Design
We developed a dynamic compartmental model to analyze strategies to expand HIV testing and treatment in the UK, with particular focus on men who have sex with men (MSM), people who inject drugs (PWID), and individuals from HIV-endemic countries.
Methods
We estimated HIV prevalence, incidence, quality-adjusted life years (QALYs), and health care costs over 10 years, and cost-effectiveness.
Results
Annual HIV testing of all adults could avert 5% of new infections, even with no behavior change following HIV diagnosis because of earlier ART initiation, or up to 18% if risky behavior is halved. This strategy costs £67,000–£106,000/QALY gained. Providing annual testing only to MSM, PWID, and people from HIV-endemic countries, and one-time testing for all other adults, prevents 4–15% of infections, requires one-fourth as many tests to diagnose each PLHIV, and costs £17,500/QALY gained. Augmenting this program with increased ART access could add 145,000 QALYs to the population over 10 years, at £26,800/QALY gained.
Citation: Long EF, Mandalia R, Mandalia S, Alistar SS, Beck EJ, Brandeau ML (2014) Expanded HIV Testing in Low-Prevalence, High-Income Countries: A Cost-Effectiveness Analysis for the United Kingdom. PLoS ONE 9(4): e95735. https://doi.org/10.1371/journal.pone.0095735
Editor: Joan A. Caylà, Public Health Agency of Barcelona, Spain
Received: December 10, 2013; Accepted: March 30, 2014; Published: April 24, 2014
Copyright: © 2014 Long et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: EFL, SSA, and MLB were supported by a grant from the United States National Institute on Drug Abuse (R01-DA15612). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors hereby confirm that Dr. Eduard J. Beck is a PLOS ONE Editorial Board member but this does not alter the authors' adherence to PLOS ONE Editorial policies and criteria. The authors have declared that no competing interests exist.The authors have declared that no competing interests exist.
Introduction
Following the recognition that antiretroviral therapy (ART) has both preventive and therapeutic benefits [1], the increased availability of HIV testing programs has enabled persons living with HIV (PLHIV) to receive earlier treatment and care. These programs include “test and treat” [2], “universal access to HIV services” [3] and, for high-prevalence countries, “universal access to HIV and medical male circumcision services” [4]. While most programs focus on high-prevalence countries with generalized epidemics, the underlying principles also apply to countries with concentrated or low-prevalence epidemics, which often contain sizable numbers of PLHIV who are undiagnosed. Studies in the United States and France have demonstrated that more proactive testing policies in low-prevalence, high-income countries, including frequent testing among key populations, are cost-effective compared with current guidelines [5], [6].
In 2011, an estimated 96,000 people (95% credible interval 90,800–102,500) were living with HIV in the United Kingdom (UK), with 24% (19%–28%) unaware of their infection status [7]. Of the 6,280 newly diagnosed HIV infections in 2011 in the UK, 48% were among men who have sex with men (MSM), 2% occurred among people who inject drugs (PWID), and more than half of the remaining heterosexually acquired infections were in black African individuals [7]. HIV incidence among UK MSM has remained stable since 2005 despite high antiretroviral therapy (ART) utilization and only modest increases in reports of condom-less sex [7], [8]. Furthermore, the percentage of heterosexuals who acquired HIV in the UK increased from an estimated 27% in 2002 to 52% in 2011, indicating rising HIV transmission within the UK [7]. These developments highlight the need for further prevention and treatment efforts among MSM and heterosexuals, particularly among black African communities [9] and especially in London [7], [10].
Identifying undiagnosed PLHIV through a voluntary counseling and testing (VCT) program could offer timely access to ART, thereby reducing morbidity and mortality, and could decrease unsafe behaviors [2], [3]. In 2011, 47% of newly diagnosed PLHIV in the UK presented late with a CD4 count <350 cells/mm3, and 26% had a CD4 count <200 cells/mm3, with disproportionately later diagnoses among heterosexual men and women [7]. The cost-effectiveness of early entry into HIV treatment and care in the UK was recently demonstrated [11]. Additionally, increased ART coverage and earlier ART initiation may reduce transmission to uninfected partners, potentially curbing the country's HIV epidemic [1].
Recent recommendations from the British HIV Association, the British Association for Sexual Health and HIV, and the British Infection Society propose expanding VCT provision to all health settings, and offering routine testing to all adults aged 15–64 years where HIV prevalence exceeds 0.2% [12]. These guidelines have been endorsed by the Health Protection Agency [13] and by the National Institute for Health and Care Excellence (NICE), which recommended a particular focus on testing MSM and people from black African communities [14], [15]. Several pilot HIV testing projects in the UK showed promising initial results, with more than a 60% increase in test uptake in hospital and primary care settings [16].
However, with most HIV testing still concentrated in genitourinary medicine and antenatal clinics [17], concerns have been raised about the UK's ability to tackle its HIV epidemic [18]. The authors of a recent study concluded that “despite universal access to ART and care in the UK, treatment as prevention is unlikely to decrease HIV transmission at the population level unless the undiagnosed population can be substantially reduced through increasing both the coverage and frequency of HIV testing” [19].
To date, few costing studies of population-based testing programs in the UK have been performed. A 2011 costing exercise estimated that the cost of detecting a PLHIV in the UK ranged between £2,222 and £3,793 (2010 prices) [20], and the cost of universal HIV testing in the UK was “favourable” when compared with screening programs for other conditions [20]. However, the potential reduction in new HIV infections associated with universal HIV testing in the UK – and its relative cost-effectiveness – has not been examined. In this study, we analyzed the impact of various strategies to expand HIV testing in the UK, based on more recent biomedical and cost data, with a particular focus on MSM and members of black African communities. We evaluated the impact of such expanded policies on the evolution of the HIV epidemic in the UK, and estimated their relative cost-effectiveness.
Methods
Overview
We populated a previously published dynamic HIV epidemic model with epidemiological, behavioral, and cost data from the UK. All model parameters are provided in Table 1; model details are published elsewhere [5], [21], [22]. The model simulated HIV transmission in the UK adult population, accounting for varying risk behavior, and projected the future epidemic trajectory under different HIV testing and treatment scale-up scenarios. We then performed a cost-effectiveness analysis to estimate the relative costs and health benefits associated with each scenario.
Population Characteristics
The model (schematically illustrated in Figure S1) captured HIV transmission and progression in the adult population aged 15 to 64 in the UK. We divided the population into six groups, distinguished by risk behaviors or country of origin: MSM; PWID; men from HIV-endemic countries with high HIV prevalence; women from HIV-endemic countries; other men; and other women. We further divided these population groups by HIV infection status: uninfected, acute HIV infection, asymptomatic HIV with CD4 count >350 cells/mm3, symptomatic HIV with CD4 count 200–350 cells/mm3, or AIDS with CD4 count <200 cells/mm3; HIV diagnosis status; ART status if infected; and male circumcision status.
Individuals entered the population through maturation or immigration to the UK from HIV-endemic countries. We assumed that 2.5% of male immigrants and 5.0% of female immigrants entering from HIV-endemic countries were HIV-infected, similar to the proportion living in the UK who were HIV-infected. Individuals exited the population due to age maturation or death.
HIV Transmission and Disease Progression
HIV transmission occurred via sexual contact among MSM, sexual contact between men and women, and needle sharing among PWID. For each type of sexual contact we estimated the annual number of partnerships, rate of condom use, and transmission probability per partnership. For needle sharing contacts, we estimated the annual number of injections, average needle sharing rates, and probability of transmission per shared needle. Each sexual transmission probability depended on the infected person's gender, disease status, and treatment status and the uninfected person's gender and circumcision status, if male. Upon acquiring HIV infection, individuals passed through the disease states at a rate inversely proportional to the time spent in each state [23]. Death could occur from non-HIV causes from any health state, or from HIV infection among individuals who have symptomatic HIV or AIDS.
HIV Testing and Treatment
Under the status quo scenario, we assumed that 25% of MSM, 25% of people from HIV-endemic countries, 77% of PWID, and 10% of other adults in the population received an HIV test in the last 12 months [8], [16]. HIV-infected persons can also be diagnosed after developing symptoms with CD4 <350 cells/mm3 at an annual probability of 10–20%. Once diagnosed with HIV, we assumed that individuals reduced sexual partnerships by 25%, but we varied this from no change up to a 50% reduction. We modeled two HIV testing approaches: a universal strategy where all adults were periodically tested every one, two, or three years; and a targeted strategy, where MSM, PWID, and people from HIV-endemic countries were tested every year, and all other adults were tested less frequently, either one-time or every two years. We assumed that the testing and counseling procedures would follow current UK guidelines [24].
Current ART initiation rates vary widely, ranging from only 6% of PWID to 46% of MSM and 75% of diagnosed men living with HIV beginning ART at CD4 count <350 cells/mm3. Each year thereafter, an additional 37% of diagnosed individuals commence ART at lower CD4 counts. In our model, we considered a scenario where 75% of PLHIV start ART at CD4 count <350 cells/mm3, with additional initiation thereafter. Attrition and loss to follow-up also reduce the proportion of HIV-infected people with viral suppression, with 86% adherent after 12 months. Finally, we assumed that effective ART reduced HIV transmission probabilities via needle-sharing (by 50%) and sexual contact (by 96%) [1].
Health and Economic Outcomes
For each strategy, we projected HIV prevalence and incidence over a 10-year time horizon, and lifetime quality-adjusted life years (QALYs) accrued in the population. We calculated lifetime healthcare costs for all individuals in the population, which depended on gender, HIV infection and treatment status, and injection drug use status, and we included the cost of VCT and ART per person. We estimated HIV infections averted and the incremental cost-effectiveness ratio (ICER) for each strategy. Taking a societal perspective, we considered all health care costs and savings regardless of source or beneficiary [25]. Costs were in 2012 Great Britain pounds (£), and we discounted all costs and QALYs at 3% annually.
Model Validation
We compared our model-projected outcomes to available data on HIV prevalence, incidence, and diagnosis trends, and found close approximations (Table 2). For example, our model calculated that 3,471 people acquired HIV in 2011, compared to 3,640 estimated by the UK Health Protection Agency [7]. The number of new HIV diagnoses each year, number of PLHIV by risk category, and proportion of diagnosed PLHIV and those receiving ART were also close to reported estimates. For other outcomes, the paucity of data on HIV epidemic trends in the UK precluded us from conducting a more robust model calibration exercise.
Results
Status Quo
If current HIV testing and treatment levels persist, we projected that overall HIV incidence will remain stable at approximately 3,500 new infections per year, and increase slightly by around 3% by year 2022 (Figure 1). More than 6,100 people would be diagnosed with HIV in 2013, including 2,700 MSM, 600 PWID, 2,100 men and women from HIV-endemic countries, and 700 other men and women in the population.
The six graphs correspond to six different risk groups in the UK, with projected annual HIV incidence per 100,000 people shown under current testing and treatment levels (black solid line), universal annual testing of all adults (blue dashed), or universal annual testing coupled with antiretroviral therapy (ART) initiation of 75% at CD4 <350 cells/mm3 (red dotted). The cumulative number of new HIV infections over 10 years is given in Table 3.
Universal HIV Testing
A comprehensive VCT campaign offered to all adults identified a substantial number of previously undiagnosed PLHIV and prevented a substantial number of new infections, but the aggregate impact depended significantly on the effectiveness of testing and counseling at reducing sexual partnerships (Table 3, Figure 2). Under the most conservative assumption of no partnership reduction, universal VCT averted 1% of new HIV infections with screening every three years or 5% with annual screening, as a consequence of diagnosed PLHIV initiating ART earlier. With a 25% reduction in sexual partnerships following diagnosis, universal testing prevented 2–11% of new infections; a 50% reduction in partnerships decreased new infections by 3–18%. An annual HIV testing program diagnosed 16,000 people in its first year, substantially reducing the number of undiagnosed PLHIV.
Each bar corresponds to modeled estimates of new HIV infections over the next 10 years, assuming a 25% reduction in sexual partnerships following HIV diagnosis. For each strategy, the higher estimate (top of black line) corresponds to the scenario with no partnership reduction, and the lower estimate (bottom of black line) corresponds to a 50% partnership reduction following diagnosis. The time in parentheses corresponds to the testing interval, and “once” refers to one-time testing of individuals not in the key populations we considered. “ART (75%)” refers to 75% antiretroviral therapy initiation of at CD4 <350 cells/mm3.
Although universal HIV testing has the potential to diagnose the greatest number of people and link them to lifesaving treatment, its relative cost-effectiveness may impede its implementation. The population-wide gain in health benefits with annual testing ranged from 46,000–65,000 additional discounted QALYs over 10 years. Our model projected that annual testing of all adults cost £67,400/QALY gained under the optimistic assumption of a 50% reduction in sexual partnerships following diagnosis, and £106,000/QALY gained with no partnership reduction (Figure 3). Each diagnosed PLHIV required on average more than 11,000 people to be tested.
The incremental costs (x-axis) and QALYs (y-axis) of different HIV testing and treatment scenarios are shown, relative to status quo levels. The blue points correspond to universal HIV testing strategies for all adults, with testing every one, two, or three years. The green points correspond to targeted strategies, with annual testing for high-risk persons and testing every two years or one-time for all other persons. The red points correspond to an expanded HIV testing program coupled with 75% antiretroviral therapy initiation of at CD4 <350 cells/mm3. The solid black line marks the cost-effectiveness frontier, or the set of strategies that is most economically efficient, and the corresponding incremental cost-effectiveness ratios are given. Costs and QALYs are discounted at 3% annually, and include the direct costs of the programs over 10 years, as well as the lifetime costs and QALYs of all individuals in the population. HR = high-risk, and includes men who have sex with men (MSM), people who inject drugs (PWID), and men and women from HIV-endemic countries. LR = low-risk, and includes men and women who do not belong to the identified key populations. ART = antiretroviral therapy. QALY = quality-adjusted life year.
Targeted HIV Testing
A program that provided annual HIV testing to MSM, PWID, and people from HIV-endemic countries, coupled with one-time screening of all other adults, averted nearly as many infections as universal screening, for a fraction of the cost (Table 3; Figure 3). With this strategy, 4–15% of infections were prevented, depending on behavior change, and more than 15,000 people were diagnosed in the first year. At £17,500/QALY gained, targeted testing was the most cost-effective strategy considered, and required testing fewer than 2,500 people per PLHIV diagnosed.
A slightly more comprehensive program offering repeat HIV testing every two years to lower-risk persons prevented 5–17% of new HIV infections over 10 years. However, the small marginal benefit of repeat testing suggests that a one-time testing program identified most undiagnosed PLHIV not in the key populations we considered; more frequent testing of these individuals only identified people who later acquired HIV. This strategy cost £36,000–£62,000/QALY gained and was more cost-effective than universal testing.
Expanded ART
The above analyses assumed that ART initiation rates remained at current levels. If ART access increased concomitantly with expanded testing, the health benefits increased dramatically. Universal annual HIV testing with 75% ART initiation for infected individuals with CD4 <350 cells/mm3 prevented up to 26% of new HIV infections, adding up to 165,000 QALYs over 10 years at a cost of approximately £240,000/QALY gained, relative to annual testing alone.
If expanded ART was instead linked with targeted HIV testing of high-risk persons every year and one-time testing of all other adults, up to 23% of infections were prevented, adding 148,000 QALYs – or nearly 90% of the benefits accrued with universal testing and ART – at a cost of only £26,800/QALY gained (Figure 3). Under an ideal scenario where ART uptake is 100%, the cost-effectiveness of this strategy remained less than £30,000/QALY gained.
False Positive and Negative Diagnoses
As with any extensive HIV screening program, the risk of false diagnoses should be considered. Given an HIV testing sequence with 99.5% sensitivity and 99.9994% specificity [5], [21] we estimated that approximately 62 false positives and 350 false negatives would occur in the first year of implementation of annual high-risk and one-time low-risk testing. After 10 years, this dropped to 16 false positives and 65 false negatives per year. False positives decreased because fewer people remained unscreened, and false negatives decreased because fewer PLHIV remained undiagnosed. Of note, MSM, PWID, or men and women from HIV-endemic countries who were falsely diagnosed as uninfected would likely be identified in a subsequent annual screening.
Sensitivity Analysis
We varied all model parameters in sensitivity analyses (Table 1). Here we highlight key sensitive parameters. A primary driver of health outcomes and cost-effectiveness was the extent to which VCT reduces risky sexual partnerships among newly diagnosed PLHIV. Prior studies have shown reductions as high as 76% in the UK [26], but these were often restricted to the window of acute infection, or included only MSM who were more likely to have many partners before diagnosis. We considered up to a 50% reduction in sexual partnerships across all risk groups: even with this reduction, annual HIV screening of all adults cost nearly £70,000/QALY gained.
The epidemic's baseline trajectory also affected cost-effectiveness estimates, although the relative cost-effectiveness ranking remained unchanged. If HIV prevalence in each risk group was 50% greater than initially assumed, then annual testing of high-risk persons along with one-time testing of all other adults in the population cost £15,000/QALY gained, compared to £17,500 in the base case. With 50% lower prevalence, this strategy exceeded £25,000/QALY gained, because more people must be screened to identify each PLHIV. Similarly, if HIV transmission probabilities were 50% higher than initially assumed, the cost-effectiveness of this strategy improved to £7,000/QALY gained; with 50% lower transmission probabilities, the cost-effectiveness worsened to £36,000/QALY gained. Increased testing and counseling costs, increased annual ART costs, reduced adherence levels, and reduced ART effectiveness all slightly mitigated the benefits of expanded HIV testing, but again the relative cost-effectiveness of the strategies under consideration remained unchanged.
Discussion
The HIV epidemic in the UK currently remains relatively concentrated among MSM and people born in HIV-endemic countries and related communities, and efforts to identify undiagnosed PLHIV and link them to care have been insufficient. With one-quarter of PLHIV unaware of their HIV status, and approximately 3,500 people continuing to acquire HIV every year, the need for improved HIV testing and counseling is evident. Who to test – and how frequently – had not yet been systematically evaluated in the UK. Our study addresses these important policy questions and provides strong support for increased HIV testing of adults.
Our analysis suggests that periodic testing of all adults in the UK, regardless of risk status, could prevent 18% of new infections with existing treatment levels, or nearly 30% of new infections if treatment levels increase simultaneously. Nevertheless, universal testing is less efficient than targeted testing, requiring four times as many tests to identify each PLHIV. A targeted testing approach that offers annual HIV testing to MSM, PWID, and people from HIV-endemic countries, along with one-time screening of all other adults, could offer 80% of the benefits of universal testing for only 14% of the cost over 10 years. At £17,500/QALY gained, this strategy is well below established UK cost-effectiveness thresholds of £20,000–£30,000/QALY gained [27], [28]. An important advantage of this strategy is the frequency of testing offered to people from HIV-endemic countries, including the approximately 15,000–20,000 people who emigrate from African countries to the UK each year [29]. Furthermore, expanding access to ART for these key populations helps ensure that they receive timely and effective care.
As with any risk-based disease screening program, a key challenge of the proposed targeted HIV testing strategy is identifying high-risk individuals and incentivizing VCT uptake. An advantage of one-time universal testing of all adults is that it may reduce stigma and reticence among key populations to get tested. Of course, any wide scale VCT program should focus efforts on linking PLHIV to care and ensuring effective counseling aimed at reducing risky sexual behavior following diagnosis.
Our analysis has several limitations. As with many epidemic models, we simplified the complex dynamics of HIV disease progression, development of resistance, and changes in viral suppression. Although our model captured the reduction in primary transmission to the partners of persons diagnosed with HIV, as well as secondary transmission to those partners' partners, we assumed a standard proportional mixing model of partnership selection. Due to data limitations we did not include preferential mixing by HIV status, race or immigration status, nor did we consider differential condom use by HIV status. We assumed similar HIV prevalence levels for newly arriving immigrants and those already living in the UK, due to a lack of data on HIV infection rates of those just arriving. Improved data on baseline demographics, sexual behavior and other risk behaviors would allow for more refined estimates of testing impact. Finally, we estimated costs on a per person basis using current estimates of the costs of HIV testing and counseling and treatment for HIV infection. If expansion of HIV testing coverage were linked with a broad national campaign or with significant changes in delivery of health care services then costs could be higher than we have estimated.
Despite its limitations, in particular the lack of current accurate UK epidemic data, our study showed that targeted HIV testing of specific key populations is cost-effective in the UK. This finding is potentially relevant to other low-prevalence, high-income countries [30]. Implementation should include relevant health professionals and civil society [30]. Implementation of HIV testing programs should occur while maintaining or developing other high-quality HIV prevention and therapeutic services, and needs to include relevant health professionals and community representatives to ensure best practices for the development and implementation of such targeted testing campaigns.
The success of any country's response to its HIV epidemic rests on ‘know your epidemic’ – the key populations that drive the epidemic – and ‘know your response’ – especially interventions that directly involve those populations [31]. A country's HIV prevention program must involve the use of a combination of prevention modalities including biomedical, behavioral and structural interventions [32], deployed in a way that minimizes stigma and discrimination at both personal and community levels. In 2012 in the UK, new diagnoses among MSM continued to rise, reaching an all-time high in 2012, with black African men and women being the second largest group affected by HIV [33]. HIV infection is an important issue in these communities and needs to be addressed directly within and by them. Although being a member of such a community does not mean that one is HIV-infected, individuals in these communities do have a higher chance of acquiring, living with, and transmitting HIV.
One way to reduce potential stigma or discrimination for such populations is to link HIV testing to other health checks, such as those for hypertension, diabetes or other conditions, thereby removing a direct link with HIV. This has been done in some middle-income countries [34]. For such linkage to occur, individuals in key populations must have access to relevant services and prevention technologies and knowledge of how to apply them. The relevant services, including facility-based services as well as outreach and community-based services, must have adequate resources and should be ‘stigma and discrimination free.’ In the UK, significant improvement in HIV test coverage in health facilities is needed: for instance, 29% of sexual health facility attendees in the UK in 2012 did not have an HIV test [33]. Expansion of HIV test coverage needs to occur within wider regional and national contexts in which stigma and discrimination towards the communities that drive the UK HIV epidemic are eliminated while the required resources, including political will, are deployed for a comprehensive response.
Without increased HIV testing, HIV will continue to spread in key populations in the UK and other countries, increasing the number of PLHIV, and necessitating ongoing expansion of HIV services. With a growing number of people projected to receive ART and benefit from prolonged life expectancy [35], the incidence of non-HIV comorbidities are also likely to increase [36], all putting additional demands on an already over-strained UK National Health Service [37] and health care systems in other high-income countries [28]. Though economic conditions will be different in middle- and lower-income countries, our findings may also be applicable to some of these countries [34].
Supporting Information
Figure S1.
Schematic of HIV transmission and progression model.
https://doi.org/10.1371/journal.pone.0095735.s001
(DOCX)
Author Contributions
Conceived and designed the experiments: EFL EJB MLB. Performed the experiments: RM SM EFL SSA. Analyzed the data: EFL EJB RM SM EFL SSA. Contributed reagents/materials/analysis tools: EFL EJB MLB. Wrote the paper: EFL EJB.
References
- 1. Cohen MS, Chen YQ, McCauley M, Gamble T, Hosseinipour MC, et al. (2011) Prevention of HIV-1 infection with early antiretroviral therapy. N Engl J Med 365: 493–505.
- 2. Granich RM, Gilks CF, Dye C, De Cock KM, Williams BG (2009) Universal voluntary HIV testing with immediate antiretroviral therapy as a strategy for elimination of HIV transmission: a mathematical model. Lancet 373: 48–57.
- 3. Wagner BG, Blower S (2012) Universal access to HIV treatment versus universal ‘test and treat’: transmission, drug resistance & treatment costs. PLoS One 7: e41212.
- 4. Bärnighausen T, Bloom DE, Humair S (2012) Economics of antiretroviral treatment vs. circumcision for HIV prevention. Proc Natl Acad Sci U S A 109: 21271–21276.
- 5. Long EF, Brandeau ML, Owens DK (2010) The cost-effectiveness and population outcomes of expanded HIV screening and antiretroviral treatment in the United States. Ann Intern Med 153: 778–789.
- 6. Yazdanpanah Y, Sloan CE, Charlois-Ou C, Le Vu S, Semaille C, et al. (2010) Routine HIV screening in France: clinical impact and cost-effectiveness. PLoS One 5: e13132.
- 7.
Health Protection Agency (2012) HIV in the United Kingdom: 2012 Report. Health Protection Report. London, UK: Health Protection Agency.
- 8. Phillips AN, Cambiano V, Nakagawa F, Brown A, Lampe F, et al. (2013) Increased HIV incidence in men who have sex with men despite high levels of ART-induced viral suppression: analysis of an extensively documented epidemic. PLoS One 8: e55312.
- 9. Rice BD, Elford J, Yin Z, Delpech VC (2012) A new method to assign country of HIV infection among heterosexuals born abroad and diagnosed with HIV. AIDS 26: 1961–1966.
- 10.
Public Health England (2013) HIV Epidemiology in London, 2011 Data. London: Personal communication.
- 11. Beck EJ, Mandalia S, Sangha R, Sharott P, Youle M, et al. (2011) The cost-effectiveness of early access to HIV services and starting cART in the UK 1996–2008. PLoS One 6: e27830.
- 12.
British HIV Association, British Association for Sexual Health and HIV and British Infection Society (2008) UK National Guidelines for HIV Testing 2008. London, UK: British HIV Association.
- 13.
Health Protection Agency (2012) Evidence and Resources to Commission Expanded HIV Testing in Priority Medical Services in High Prevalence Areas. Health Protection Report. London, UK: Health Protection Agency.
- 14.
National Institute for Health and Clinical Excellence (2011) Increasing the Uptake of HIV Testing to Reduce Undiagnosed Infection and Prevent Transmission Among Black African Communities Living in England. NICE Public Health Guidance. London, UK: National Institute for Health and Clinical Excellence.
- 15.
National Institute for Health and Clinical Excellence (2011) Increasing the Uptake of HIV Testing to Reduce Undiagnosed Infection and Prevent Transmission Among Men Who Have Sex with Men. NICE Public Health Guidance. London, UK: National Institute for Health and Clinical Excellence.
- 16.
Health Protection Agency (2010) Time to Test for HIV: Expanded Healthcare and Community HIV Testing in England. London, UK: Health Protection Agency.
- 17. Tweed E, Hale A, Hurrelle M, Smith R, Delpech V, et al. (2010) Monitoring HIV testing in diverse healthcare settings: results from a sentinel surveillance pilot study. Sex Transm Infect 86: 360–365.
- 18. The Lancet Editorial (2009) The UK's appalling failure to tackle HIV. Lancet 373: 1820.
- 19. Brown A, Gill O, Delpech V (2013) HIV treatment as prevention among men who have sex with men in the UK: is transmission controlled by universal access to HIV treatment and care? HIV Med 14: 563–570.
- 20.
Brennan VK, Beard SM, Nangalia M, Hill C (2011) The Case for Universal Testing for HIV in the UK. Gilead Best Practice Sharing Event. London, UK.
- 21. Long EF, Brandeau ML, Owens DK (2009) Potential population health outcomes and expenditures of HIV vaccination strategies in the United States. Vaccine 27: 5402–5410.
- 22. Long EF, Stavert RR (2013) Portfolios of biomedical HIV interventions in South Africa: A cost-effectiveness analysis. J Gen Intern Med 28: 1294–1301.
- 23. Sanders GD, Bayoumi AM, Sundaram V, Bilir SP, Neukermans CP, et al. (2005) Cost effectiveness of screening for HIV in the era of highly active antiretroviral therapy. New Engl J Med 352: 32–47.
- 24.
British HIV Association website. UK National Guidelines for HIV Testing 2008. Available: http://www.bhiva.org/hivtesting2008.aspx. Accessed 2014 Apr 2.
- 25.
Gold MR, Siegel J, Russell L, Weinstein M (1996) Cost-Effectiveness in Health and Medicine. New York: Oxford University Press.
- 26. Fox J, White PJ, Macdonald N, Weber J, McClure M, et al. (2009) Reductions in HIV transmission risk behaviour following diagnosis of primary HIV infection: a cohort of high-risk men who have sex with men. HIV Med 10: 432–438.
- 27.
National Institute for Health and Clinical Excellence (2007) The Guidelines Manual. NICE Public Health Guidance. London, UK: National Institute for Health and Clinical Excellence.
- 28. Devlin N, Parkin D (2004) Does NICE have a cost-effectiveness threshold and what other factors influence its decisions? A binary choice analysis. Health Econ 13: 437–452.
- 29.
Owen D (2009) African migration to the UK. Conference on African Transnational and Return Migration. University of Warwick, Coventry, UK.
- 30. Stabile M, Thomson S, Allin S, Boyle S, Busse R, et al. (2013) Health care cost containment strategies used in four other high-income countries hold lessons for the United States. Health Aff (Millwood) 32: 643–652.
- 31. Wilson D, Halperin DT (2008) “Know your epidemic, know your response”: a useful approach, if we get it right. Lancet 372: 423–426.
- 32. Hankins CA, de Zalduondo BO (2010) Combination prevention: a deeper understanding of effective HIV prevention. AIDS 24 Suppl 4: S70–80.
- 33.
Aghaizu A, Brown AE, Nardone A, Gill ON, Delpech VC (2013) HIV in the United Kingdom 2013 Report: Data to End 2012. London, UK: Public Health England.
- 34.
Richter M (2012) Rapid overview of HIV testing in South Africa. Southern African HIV Clinicians' Society Conference. Cape Town, South Africa.
- 35. Antiretroviral Therapy Cohort Collaboration (2008) Life expectancy of individuals on combination antiretroviral therapy in high-income countries: a collaborative analysis of 14 cohort studies. Lancet 372: 293–299.
- 36. Justice AC (2010) HIV and aging: time for a new paradigm. Curr HIV/AIDS Rep 7: 69–76.
- 37.
Care Quality Commission (2012) The State of Health Care and Adult Social Care in England: An Overview of Key Themes in Care in 2011/12. London, UK: The Stationery Office. Available: http://www.cqc.org.uk/sites/default/files/media/documents/cqc__soc_201112_final_tag.pdf.
- 38.
Office for National Statistics (ONS) (2011) ONS Population Estimates by Ethnic Group (Experimental), 2002–2009. Available: http://www.ons.gov.uk/ons/rel/peeg/population-estimates-by-ethnic-group-experimental-/current-estimates/index.html.
- 39.
European Monitoring Centre for Drugs and Drug Addiction (EMCDDA) (2013) Key statistics on the drug situation in United Kingdom. Available: http://www.emcdda.europa.eu/publications/country-overviews/uk/data-sheet.
- 40.
European Monitoring Centre for Drugs and Drug Addiction (EMCDDA) (2013) 2010 National Report (2009 Data) to the EMCDDA by the Reitox National Focal Point: United Kingdom. New Developments, Trends and In-depth Information on Selected Issues. Available: http://www.emcdda.europa.eu/attachements.cfm/att_142584_EN_UK-NR2010.pdf.
- 41.
Health Protection Agency (2008) Sexually Transmitted Infections and Men who have Sex with Men in the UK: 2008 Report. London, UK: Health Protection Agency.
- 42.
Office for National Statistics (ONS) (2011) Population estimates for UK, England and Wales, Scotland and Northern Ireland - current datasets: Mid-2010 Population Estimates Analysis Tool, ONS Population Estimates. Available: http://www.ons.gov.uk/ons/taxonomy/index.html?nscl=Population+Estimates
- 43.
Health Protection Agency (2011) HIV in the United Kingdom: 2011 Report. Health Protection Report. London, UK: Health Protection Agency.
- 44.
Joloza T, Evans J, O'Brien R, Potter-Collins A (2010) Measuring Sexual Identity: An Evaluation Report. Newport, South Wales: Office for National Statistics (ONS).
- 45.
Health Protection Agency (2010) HIV in the United Kingdom: 2010 Report. Health Protection Report. London, UK: Health Protection Agency.
- 46.
Office for National Statistics (2009) Great Britain, Interim Life Tables, 1980–82 to 2007–09. Available: http://www.statistics.gov.uk/StatBase/Product.asp?vlnk=14459.
- 47.
Office for National Statistics (2009) Population Pyramid Datasets. Available: http://www.statistics.gov.uk/populationestimates/flash_pyramid/default.htm.
- 48. Hollingsworth TD, Anderson RM, Fraser C (2008) HIV-1 transmission, by stage of infection. J Infect Dis 198: 687–693.
- 49. Pinkerton SD (2007) How many sexually-acquired HIV infections in the USA are due to acute-phase HIV transmission? AIDS 21: 1625–1629.
- 50. Patel P, Mackellar D, Simmons P, Uniyal A, Gallagher K, et al. (2010) Detecting acute human immunodeficiency virus infection using 3 different screening immunoassays and nucleic acid amplification testing for human immunodeficiency virus RNA, 2006–2008. Arch Intern Med 170: 66–74.
- 51. Fiebig EW, Wright DJ, Rawal BD, Garrett PE, Schumacher RT, et al. (2003) Dynamics of HIV viremia and antibody seroconversion in plasma donors: implications for diagnosis and staging of primary HIV infection. AIDS 17: 1871–1879.
- 52. Prabhu VS, Hutchinson AB, Farnham PG, Sansom SL (2009) Sexually acquired HIV infections in the United States due to acute-phase HIV transmission: an update. AIDS 23: 1792–1794.
- 53. Abbas UL, Anderson RM, Mellors JW (2006) Potential impact of antiretroviral therapy on HIV-1 transmission and AIDS mortality in resource-limited settings. J AIDS 41: 632–641.
- 54. Downs AM, de Vincenzi I (1996) Probability of heterosexual transmission of HIV: relationship to the number of unprotected sexual contacts. European Study Group in Heterosexual Transmission of HIV. J Acquir Immune Defic Syndr Hum Retrovirol 11: 388–395.
- 55. Kaplan EH, Heimer R (1992) A model-based estimate of HIV infectivity via needle sharing. J Acquir Immune Defic Syndr 5: 1116–1118.
- 56. Mastro TD, de Vincenzi I (1996) Probabilities of sexual HIV-1 transmission. AIDS 10 Suppl A: S75–82.
- 57. Nicolosi A, Correa Leite ML, Musicco M, Arici C, Gavazzeni G, et al. (1994) The efficiency of male-to-female and female-to-male sexual transmission of the human immunodeficiency virus: a study of 730 stable couples. Italian Study Group on HIV Heterosexual Transmission. Epidemiology 5: 570–575.
- 58. Padian NS, Shiboski SC, Glass SO, Vittinghoff E (1997) Heterosexual transmission of human immunodeficiency virus (HIV) in northern California: results from a ten-year study. Am J Epidemiol 146: 350–357.
- 59. Quinn TC, Wawer MJ, Sewankambo N, Serwadda D, Li C, et al. (2000) Viral load and heterosexual transmission of human immunodeficiency virus type 1: Rakai Project Study Group. New Engl J Med 342: 921–929.
- 60. Wawer MJ, Gray RH, Sewankambo NK, Serwadda D, Li X, et al. (2005) Rates of HIV-1 transmission per coital act, by stage of HIV-1 infection, in Rakai, Uganda. J Infect Dis 191: 1403–1409.
- 61. Caceres CF, van Griensven GJ (1994) Male homosexual transmission of HIV-1. AIDS 8: 1051–1061.
- 62. Jacquez JA, Koopman JS, Simon CP, Longini IM Jr (1994) Role of the primary infection in epidemics of HIV infection in gay cohorts. J Acquir Immune Defic Syndr 7: 1169–1184.
- 63. McDaid LM, Li J, Knussen C, Flowers P (2013) Sexually transmitted infection testing and self-reported diagnoses among a community sample of men who have sex with men, in Scotland. Sex Transm Infect 89: 223–230.
- 64.
Carter M (2007) Inconsistent condom use by UK's gay men, with many putting themselves or others at risk of HIV. London: NAM AIDSMAP. Available: http://www.aidsmap.com/Inconsistent-condom-use-by-UKs-gay-men-with-many-putting-themselves-or-others-at-risk-of-HIV/page/1427035/.
- 65.
Health Protection Agency (2013) Unlinked Anonymous Monitoring Survey of People Who Inject Drugs (PWID). London, UK: Health Protection Agency. Available: http://www.hpa.org.uk/Topics/InfectiousDiseases/InfectionsAZ/HIV/OverallHIVPrevalence/hivsti_hiv_prev_InjectingDrugUseUAIDU/.
- 66.
Robinson C, Nardone A, Mercer CH, Johnson AM (2011) Sexual health. In: The Health and Social Care Information Centre, editor editors. Health Survey for England, 2010.
- 67. Dave SS, Fenton KA, Mercer CH, Erens B, Wellings K, et al. (2003) Male circumcision in Britain: findings from a national probability sample survey. Sex Transm Infect 79: 499–500.
- 68. Auvert B, Taljaard D, Lagarde E, Sobngwi-Tambekou J, Sitta R, et al. (2005) Randomized, controlled intervention trial of male circumcision for reduction of HIV infection risk: the ANRS 1265 Trial. PLoS Med 2: e298.
- 69. Desai K, Boily MC, Garnett GP, Masse BR, Moses S, et al. (2006) The role of sexually transmitted infections in male circumcision effectiveness against HIV–insights from clinical trial simulation. Emerg Themes Epidemiol 3: 19.
- 70. Siegfried N, Muller M, Deeks JJ, Volmink J (2009) Male circumcision for prevention of heterosexual acquisition of HIV in men. Cochrane Database Syst Rev CD003362.
- 71. Long EF, Brandeau ML, Galvin CM, Vinichenko T, Tole S, et al. (2006) Effectiveness and cost-effectiveness of strategies to expand antiretroviral therapy in St. Petersburg, Russia. AIDS 20: 2207–2215.
- 72. Zaric GS, Barnett PG, Brandeau ML (2000) HIV transmission and the cost-effectiveness of methadone maintenance. Am J Public Health 90: 1100–1111.
- 73. Wall SD, Olcott EW, Gerberding JL (1991) AIDS risk and risk reduction in the radiology department. AJR Am J Roentgenol 157: 911–991.
- 74. Zaric GS, Brandeau ML, Barnett PG (2000) Methadone maintenance treatment and HIV prevention: a cost effectiveness analysis. Manage Sci 46: 1013–1031.
- 75. McElrath K, Chitwood DD, Griffin DK, Comerford M (1994) The consistency of self-reported HIV risk behavior among injection drug users. Am J Public Health 84: 1965–1970.
- 76.
National Prospective Monitoring System - HIV Health-Economics Collaboration (NPMS-HHC) (2013) Unpublished data. London.
- 77. Sadler KE, McGarrigle CA, Elam G, Ssanyu-Sseruma W, Davidson O, et al. (2007) Sexual behaviour and HIV infection in black-Africans in England: results from the Mayisha II survey of sexual attitudes and lifestyles. Sex Transm Infect 83: 523–529.
- 78. Fryback DG, Dasbach EJ, Klein R, Klein BE, Dorn N, et al. (1993) The Beaver Dam Health Outcomes Study: initial catalog of health-state quality factors. Med Decis Making 13: 89–102.
- 79. Holtgrave DR, Pinkerton SD (1997) Updates of cost of illness and quality of life estimates for use in economic evaluations of HIV prevention programs. J Acquir Immun Defic Syndr 16: 54–62.
- 80. Honiden S, Sundaram V, Nease RF, Holodniy M, Lazzeroni LC, et al. (2006) The effect of diagnosis with HIV infection on health-related quality of life. Qual Life Res 15: 69–82.
- 81. Schackman BR, Goldie SJ, Freedberg KA, Losina E, Brazier J, et al. (2002) Comparison of health state utilities using community and patient preference weights derived from a survey of patients with HIV/AIDS. 22: 27–38.
- 82. Tengs TO, Lin TH (2002) A meta-analysis of utility estimates for HIV/AIDS. Med Decis Making 22: 475–481.
- 83. Beck EJ, Mandalia S, Sangha R, Sharott P, Youle M, et al. (2012) Lower healthcare costs associated with the use of a single-pill ARV regimen in the UK, 2004–2008. PLoS One 7: e27830.
- 84.
North West Public Health Observatory (2011) A Review of the Cost-Effectiveness of Individual Level Behavior Change Interventions. Liverpool, UK.
- 85.
National Audit Office (United Kingdom) (2010) Tackling Problem Drug Use. Report by the Comptroller and Auditor General. London: National Audit Office.