Developing the 2013 WHO consolidated antiretroviral guidelines
Easterbrook, Philippa J.; Irvine, Cadi J.; Vitoria, Marco; Shaffer, Nathan; Muhe, Lulu M.; Negussie, Eyerusalem K.; Doherty, Meg C.; Ball, Andrew; Hirnschall, Gottfried
HIV Department, World Health Organization, Geneva, Switzerland.
Correspondence to Philippa J. Easterbrook, HIV Department, World Health Organization, Avenue Appia 20, 1211 Geneva 27, Switzerland. Tel: +41 22 791 4518; e-mail: email@example.com
The 2013 ‘Consolidated guidelines on the use of antiretroviral (ARV) drugs for treating and preventing HIV infection’ , released in July 2013, are the latest and most comprehensive of a series of important guidelines on antiretroviral therapy (ART) over the last decade from the World Health Organization (WHO). They were developed in response to important advances in the science and practice of HIV care since publication of the 2010 WHO guidance for adults and adolescents , pregnant women  and children . This includes evolving evidence on the preventive and individual clinical benefits of earlier ART, innovations in service delivery such as the progressive decentralization of HIV testing and care, and the more widespread availability and affordability of once-daily fixed-dose combinations (FDCs) ART regimens .
In this special supplement of AIDS, we present a series of thirteen articles and five commentaries covering key aspects of the consolidated guidelines: the process, evidence base, recommendations and guidelines implementation. In this first article, we describe the WHO process and methodology of developing these guidelines. This is followed by seven selected systematic reviews [6–12] that provided the evidence base for specific recommendations. They are presented under the section heading of the relevant guidelines population or topic: Adults and adolescents (when to start ART) ; Pregnant women (safety of efavirenz in pregnant and breastfeeding women) ; Children (what ART regimen to use in children under 3 years) ; ART monitoring (how to monitor treatment response in adults and children) [9,10]; Service delivery (evaluation of effectiveness of service delivery innovations of decentralization and integration) ; and different strategies to improve treatment adherence . The systematic reviews in each section are prefaced by commentaries written by the co-chairs and/or members of the Guideline Development Groups (GDGs) that highlight key recommendations and their rationale, and provide additional context for guidance [13–17]. The International HIV/AIDS Alliance and the Global Network of People Living with HIV (GNP+) report on the findings (and lessons learnt) from their consultation on community values and preferences that also informed many of the recommendations . The three concluding articles all address different aspects of the critical phase of country-level adaptation and implementation of the guidelines. This includes what is known about the current status of national adoption of the recommendations in WHO ARV guidelines , projections of the global impact and cost of implementation of new recommendations  and country-level implications of implementing these guidelines for policy makers, such as diversification of service delivery models, generation and use of data, healthcare financing, human resource capacity and supply chains for drugs and diagnostics .
This supplement is not intended to be an exhaustive collation of all the evidence that informed the consolidated guidelines. Several of the commissioned systematic reviews as well as modelling studies have already been published in the peer reviewed literature or are in development [22–28], and a companion AIDS supplement published in January 2014 has already collated other modelling work that contributed to the guidelines process . A comprehensive summary of all supporting evidence is provided as Web Annexes in the guidelines website ( http://www.who.int/hiv/pub/guidelines/arv2013/annexes/en/index.html).
Distinctive features of the 2013 WHO consolidated guidelines
The 2013 consolidated guidelines were distinctive from previous WHO ART guidelines, or other international ART guidelines in several ways.
Providing guidance across the entire continuum of HIV care
More than fifty new recommendations are provided across the cascade of HIV care, from HIV testing and diagnosis, linkage to care, using ART for prevention, ART initiation, monitoring for treatment failure and ART toxicity, and retention in care. This comprehensive approach responds to the needs of programme managers who are responsible for delivery of care across all of these steps.
Expanding guidance: clinical, operational and programmatic
In addition to the usual clinical recommendations, there is operational guidance on how to improve delivery of HIV care (with recommendations on task shifting, decentralization, integration and adherence and improving retention in care). The guidelines also provide a framework and tools for programme managers to consider in prioritizing implementation of recommendations according to their national context, including HIV epidemiology, levels of ART uptake, health workforce capacity and available financial resources. This integrated approach better reflects the complex interplay between clinical recommendations and implementation at facility and programme level.
Addressing all ages and populations
Instead of separate ART guidelines for adults, pregnant women, adolescents and children, as in previous years, guidance is provided across all age groups and populations of adults, pregnant and breastfeeding women, adolescents, and children, as well as those coinfected with tuberculosis (TB), hepatitis B and/or hepatitis C. This enables a more harmonized approach to ART regimen choice, simplifying both the role of healthcare providers, and procurement and supply chain management.
Target audience: programme managers in low-income and middle-income countries
As for other WHO guidelines, the primary target users are country policy makers and programme managers responsible for national and regional policy and planning decisions on ART scale-up, and in settings with limited resources.
Incorporating the key guiding principles of the public health approach and health equity in ART scale-up
The 2013 guidelines, as with previous WHO ART guidance, are based on a public health approach to ART scale-up that promotes simplified and standardized approaches to treatment and monitoring that facilitates the widest possible access to high-quality care at the population level . This in turn requires innovations in service delivery to maximize the efficiency of HIV programmes such as through integration of HIV care with other services (e.g. maternal and child health, TB and drug dependence), improved treatment adherence and retention in care, harmonized ART regimens and more affordable diagnostics. Another key guiding principle underpinning implementation of the guidelines is promotion of human rights and health equity in national HIV policies and programmes, so that expanded access is fair and equitable; priority for ART initiation is given to those most in need; and care is provided in a supportive and responsive environment, free of stigma and discrimination.
Linking new recommendations with existing guidance
New recommendations on the use of ART for treatment and prevention have been harmonized with relevant selected recommendations from existing WHO guidance on HIV testing, prevention and management of coinfections.
WHO guidelines development process and the GRADE approach
The revision process for the 2013 guidelines was initiated in early 2012, and conducted in accordance with procedures established by the WHO Guidelines Review Committee, to ensure that WHO guidelines are developed using a transparent, evidence-based, decision-making process . Since 2008, WHO has used the internationally agreed standard of the GRADE approach (Grading of Recommendations, Assessment, Development and Evaluation) to assess the quality of a body of evidence, formulate recommendations and rate their strength [32–38] (GRADE working group: http://www.gradeworkingroup.org).
Quality of evidence and strength of recommendation
GRADE classifies the quality of evidence into one of four levels: high, moderate, low and very low. The rating of quality of evidence from randomized controlled trials starts as high, but may be decreased because of risk of bias, inconsistency in results across studies, indirectness of evidence, imprecision and publication bias [34–36]. The rating of evidence based on observational studies starts as low, but may be increased if the magnitude of the treatment effect is very large, there is evidence of a dose–response relationship, or if residual biases would underestimate the effect size . In addition to the quality of the evidence, other considerations in formulating recommendations and rating their strength include the overall balance of benefits and harms to the individual and at a population level, community values and preferences, resource use, cost-effectiveness, feasibility and constraints to implementation in multiple settings, equity and human rights implications  (Table 1).
GRADE also classifies strength of recommendations as either ‘strong’ or ‘conditional’ . A strong recommendation is one for which the GDG was confident that the desirable effects of the recommendation outweigh the undesirable effects, while a conditional recommendation is used when it is concluded that the desirable effects probably outweigh the undesirable effects, but there is uncertainty about these trade-offs. The higher the quality of evidence, the more likely a strong recommendation can be made. A conditional recommendation is more likely when high-quality evidence is absent, the estimates of effect are imprecise, there is uncertainty or variability in how individuals value the outcomes, or the benefits are either small or not considered worth the costs. The implications of a conditional recommendation are that, although most people or settings would adopt the recommendation, some would do so only under certain conditions.
The following sources of evidence and supporting material were used to inform the development of the new recommendations.
Systematic reviews were commissioned on forty-six topics across the continuum of HIV care, including nine on when to start ART; eleven on what ART to start; four on monitoring the response to ART; six on monitoring toxicity; and eleven on operational aspects of service delivery. The questions were framed using the Population, Intervention, Comparison and Outcome (PICO) format , and outsourced to seven different research teams and organizations through a process of competitive tendering. These groups then developed search protocols and conducted reviews of the available scientific evidence. A standardized GRADE evidence table was used to present quantitative summaries of the evidence and assessment of its quality for each PICO question by outcome . The full list of review questions, search protocols, GRADE tables and evidence summaries for each topic are available at http://www.who.int/hiv/pub/guidelines/arv2013/annexes/en/index.html.
Seven systematic reviews are included in this supplement [6–12], and others have been published elsewhere [22–28], or are in development.
Consultations on community values and preferences
An assessment of community values and preferences on key ARV guideline topics was coordinated by the International HIV/AIDS Alliance and the Global Network of People Living with HIV (GNP+) through both an online e-survey (n = 1088), and moderated e-forum discussions with civil society networks (n = 955) [18,39] in six languages (Arabic, Chinese, English, French, Russian and Spanish). Key topics included community preferences regarding possible recommendations (e.g. which ART regimens to use and when to initiate ART for adults, adolescents, pregnant and breastfeeding women, and children), as well as ART service delivery considerations. Four focus group discussions were also held in Uganda and Malawi on the experiences of pregnant women with lifelong ART (option B+). Finally, two e-surveys of health workers caring for HIV-infected adults (n = 98) and children (n = 342) were undertaken on similar topics covered in the community consultation through clinical networks of eight global implementing partner organizations. In addition to the report in this supplement , a full consultation document is available .
Mathematical modelling of impact and cost effectiveness
We commissioned two key modelling projects on health impact (measured using disability-adjusted-life-years (DALYs)) and cost-effectiveness from the HIV Modelling Consortium (www.hivmodelling.org) to support the 2013 guidelines. The first examined various HIV testing strategies and criteria for ART initiation in different populations (adults, pregnant women and HIV serodiscordant couples) on the basis of data from countries representative of different HIV epidemic types (generalized, concentrated and mixed) and level of ART coverage . A second project examined different strategies for monitoring treatment response (clinical, CD4+ T-cell count and viral load) and switching to second-line ART . A key strength of these analyses was their use of multiple independently developed models to compare different scenarios, for which there were limited data in the literature. Additional modelling work commissioned included a causal modelling analysis of the impact of starting ART at different ages in children, based on data from the IeDEA South African collaboration . A recent article has highlighted some of the challenges in using modelling data in guidelines development, including the lack of standardized criteria for rating the quality of modelling, and clarity on the positioning of modelling within the GRADE framework for decision-making . It concludes with some key considerations to guide the future use of modelling in guidelines development.
Reports were commissioned on country implementation experiences, including adoption of lifelong ART in pregnant and breastfeeding women (option B+) in Malawi; introducing tenofovir (TDF) in first-line ART regimens in Zambia; phasing out stavudine (d4T) in Zimbabwe; and scaling up viral load monitoring in Médecins Sans Frontières programmes in southern Africa. These are summarized in the consolidated guidelines web annexes ( http://www.who.int/hiv/pub/guidelines/arv2013/annexes/en/index.html).
Impact assessment of implementation of recommendations
An impact assessment was undertaken using the AIDS Impact Model (AIM) and Goals model within the Spectrum modelling system  to estimate the number of adults and children newly eligible for ART, based on the new treatment recommendations . It also examined the cost and impact that would result if ART coverage expanded to 80% of those eligible for ART.
End-user survey to inform guidelines presentation and dissemination strategies
An additional preparatory activity was the conduct of an internet-based survey of country-level end-users of recent WHO HIV-related guidelines. This was undertaken to understand better how WHO ART guidelines are used, and identify areas for improvement in format, presentation and dissemination of the new guidelines. The survey targeted WHO National Program Officers and Ministry of Health HIV focal persons, and was administered in English, French, Russian and Spanish between June and September 2012. Overall, there were 78 respondents from 44 countries across all regions (28% South East Asia and Western Pacific, 26% from Central and Eastern Europe, 10% Latin America and Caribbean, 28% Sub-Saharan Africa, 8% Middle East). All respondents had used at least one of twelve WHO HIV guidelines, and the majority (75%) had used them primarily in the development of national guidelines. Although the response rate was limited, and not fully representative of all end-users, there was a good geographic spread of respondents, and several consistent observations emerged. There was a broad agreement that the most critical guideline components were clearly stated recommendations with brief evidence summaries and a clear rationale supporting the recommendation (with inclusion of GRADE tables only as part of web annexes). The value of best practice examples from a wide range of different settings to support implementation was also highlighted. Specific suggestions to enhance readability included reduced length, larger font size, and greater use of colour, summary tables and algorithms. Accessibility and user engagement in dissemination of new WHO HIV guidelines were highlighted as critical factors influencing effective country-level adaptation and implementation. Specific activities to facilitate regional and country-level dissemination of the guidelines activities were in-country workshops and webinars; the availability of guidelines in all UN languages, particularly Arabic, Chinese and Russian; the continued need for printed in addition to electronic versions of the guidelines; and an improved notification system for new guidelines using e-mail together with conference and website announcements.
Guideline development groups (GDGs) and process of formulating recommendations
The development of recommendations was undertaken by four separate, external technical GDGs: Adult; Maternal and Child Health; Operational and Service Delivery; and Programmatic, but managed as a unified process to ensure an integrated guidelines document for adults, pregnant and breastfeeding women and children. There were more than 112 GDG members across the four groups, comprising HIV clinicians, researchers, country HIV programme managers, guideline methodologists, partners from United Nations or other development agencies, and nominated representatives of civil society and/or networks of people living with HIV (selected on the basis of four criteria: technical knowledge, constituency and regional representation, previous experience with guidelines development). We ensured a balance of representation by region and sex.
All external members of the GDGs and external peer review group completed WHO declaration of interest forms that included participation in consulting and advisory panels, research support and financial investment. There was also a further declaration at the GDG meeting of major roles by members within completed, ongoing or planned clinical trials on either the timing of ART, or evaluation of specific ART regimens. Overall, the WHO secretariat and cochairs of each GDG were satisfied that there had been a transparent declaration of interests, and that no case necessitated exclusion from the discussions.
Four face-to-face GDG meetings were held in Geneva, Switzerland, between November 2012 and January 2013. The decision-making process and formulation of recommendations involved first a critical review of the evidence based mainly on systematic reviews of randomized clinical trials and, where appropriate, observational studies. It also considered of the overall balance of benefits and harms to the individual and at a population level, community values and health worker preferences, resource use, cost-effectiveness, feasibility and constraints to implementation in multiple settings, and issues of equity and human rights.
The GDGs discussed both the proposed wording of the recommendations and the rating of its strength (strong or conditional). All decisions were reached by discussion and consensus on the recommendations, including their strength and, if appropriate, the conditions to be attached to the recommendations. Disagreements were resolved through e-mail discussions, teleconferences and redrafting recommendations and rationale. Early drafts of sections of the guidelines were circulated to GDG members, and a full draft of the guidelines was circulated to GDG members and peer reviewers for comment. A core coordinating group meeting including cochairs of the four GDGs was held in February 2013 to ensure coherence and consistency of recommendations across the guidelines.
Key recommendations: strength of recommendations and quality of evidence
In July 2013, the guidelines were launched at the International AIDS Society conference held in Kuala Lumpur, Malaysia, and subsequently disseminated as a printed and electronic version, including a shorter policy brief in seven languages (Arabic, Chinese, English, French, Portuguese, Russian, Spanish), with an additional web version, that includes user-friendly navigation and all supporting documentation and evidence as annexes.
There were a total of 56 new recommendations in the 2013 WHO ‘Consolidated guidelines on the use of antiretroviral drugs for treating and preventing HIV infection’ : twenty-four were recommendations focused on adults (including pregnant women), and eighteen on children; ten were on service delivery and four on HIV testing. The most important new clinical recommendations were earlier ART initiation, starting ART in all adults with a CD4+ T-cell count of 500 cells/mm3 or less (but prioritizing those with advanced clinical disease or a CD4+ count less than 350 cells/mm3); ART initiation regardless of CD4+ cell count in pregnant and breastfeeding women, children under 5 years of age, HIV-infected partners in serodiscordant couples and those coinfected with TB, or severe hepatitis B infection; a preferred first-line ART regimen of TDF + lamivudine or emtricitabine + efavirenz (EVF) as a once-daily fixed-dose combination for adults, pregnant women and children aged 3 years and older; and the use of viral load testing as the preferred approach to monitoring ART response and diagnosing treatment failure. There were four recommendations on expansion of community-level testing, and also ten recommendations on improving the efficiency of HIV services, through decentralizing ART delivery to primary healthcare and community levels, integrating ART services within antenatal, child health and other services, task-shifting to address gaps in health staff capacity; and strategies to improve retention in care, and adherence to ART.
Table 2 summarizes the strength of recommendation and quality of evidence for all recommendations, and then according to population and topic. Forty-five of the 56 recommendations (83%) were ranked as strong, and based respectively on high [two (4.4%)]; moderate [22 (48.9%)]; low [16 (35.6%)] or very low [5 (11.1%)] quality of evidence. The remaining 11 recommendations (19.6%) were conditional, of which 63.6% were based on low and 36.4% on very low quality evidence. Some trends were apparent according to population and topic. All of the fourteen service delivery and HIV testing recommendations were categorized as strong, compared with 79% of the twenty-four adult and 66.7% of the eighteen paediatric recommendations. While all fourteen strong service delivery/testing recommendations were based on low or very low quality evidence, this was 50% for the twelve strong paediatric recommendations, and only 25% of the twenty-four strong recommendations in adults. The weaker evidence base in paediatric HIV care and for service delivery interventions is well recognised, and these were identified as priority areas for operational and implementation research during the guidelines process. More importantly, there are key challenges in ensuring consistent adherence to the GRADE guidance on appropriate rating of recommendations as strong rather than conditional. There is also a need to address a perception and concern among some guideline group members that a conditional recommendation may not be taken seriously and adopted by countries. Where strong recommendations are made based on low quality evidence, it is critical that a clear rationale is provided. A recent evaluation of 456 recommendations from forty-three different WHO guidelines that had used the GRADE approach also observed that strong recommendations based on low or very low quality evidence were frequently made (55.2% of 290 strong recommendations) , so this phenomenon is not specific to HIV care guidelines.
Guidelines dissemination and next steps
Following the release of the guidelines, WHO headquarters and regional offices have worked with national ministries of health and in-country stakeholders to support national evaluation and adaptation through a series of regional dissemination workshops (Yogjakarta, Indonesia; Bejiing, China; Casablanca, Morocco; Pretoria, South Africa; Accra, Ghana; Buenos Aires, Argentina; and Istanbul, Turkey) held between July and November 2013.
The consolidated guidelines will be comprehensively reviewed and updated every two years as new evidence emerges and practice evolves in the use of ART. In addition, there will be regular updates through technical and programmatic supplementary guidance, with one in early 2014 (technical updates on early infant diagnosis, scale-up of viral load monitoring and drug toxicity monitoring) and another in July 2014 (guidance on management of important co-infections, including Cryptococcus, HIV-related oral and skin conditions, hepatitis C, use of cotrimoxazole prophylaxis, linkage and retention in care, and community ART delivery). An Implementation science meeting was held with key partners in February 2014, and involved mapping of key research gaps in the 2013 consolidated guidelines and the research agenda to inform development of future ART-related guidance. WHO will also release consolidated guidelines in 2014 in two other areas: Key populations; and Strategic Information, which will provide a minimum set of quality indicators for HIV prevention and treatment programmes.
The authors acknowledge the excellent contributions of all members of the Guidelines Development Group (GDG), and in particular the cochairs of the four GDGs: Adult: Serge Eholie (ANEPA/Treichville Hospital, Abidjan, Côte d’Ivoire) and Stefano Vella (Istituto Superiore di Sanità, Italy); Maternal and Child Health: Elaine Abrams (International Center for AIDS Care and Treatment Programs, Mailman School of Public Health, Columbia University, USA) and Denis Tindyebwa (African Network for the Care of Children Affected by AIDS, Uganda); Operational and Service Delivery: Kevin De Cock (United States Centers for Disease Control and Prevention, USA) and Yogan Pillay (National Department of Health, South Africa); Programmatic: Adeeba Kamarulzaman (University of Malaya, Malaysia) and Tsitsi Apollo (Ministry of Health and Child Welfare, Zimbabwe). The WHO facilitators of the GDGs were: Marco Vitoria (Adults); Nathan Shaffer and Lulu Muhe (Maternal and Child Health); Eyrusalem Negussie (Operational); and Jos Perriens (Programmatic).
We also thank Jonathan Edwin and Tunga Namjilsuren for assistance with the conduct of the WHO guidelines end-user survey.
Conflicts of interest
There are no conflicts of interest.
5. Hirnschall G, Harries AD, Easterbrook PJ, Doherty MC, Ball A. The next generation of the World Health Organization's global antiretroviral guidance. J Int AIDS Soc. 2013; 16:18757
6. Anglemyer A, Rutherford GW, Easterbrook PJ, Horvath T, Vitória M, Jan M, Doherty MC. Early initiation of antiretroviral therapy in HIV-infected adults and adolescents: a systematic review. AIDS. 2014; 28:(Supp 2):S105–S118.
7. Ford N, Mofenson L, Shubber Z, Calmy A, Andrieux-Meyer I, Vitoria M, et al. Safety of efavirenz in the first trimester of pregnancy: an updated systematic review and meta-analysis. AIDS. 2014; 28:(Supp 2):S123–S131.
8. Penazzato M, Prendergast AJ, Muhe LM, Tindyebwa D, Abrams EJ. Optimization of antiretroviral therapy in HIV-infected children under 3 years of age: a systematic review. AIDS. 2014; 28:(Supp 2):S137–S146.
9. Tucker JD, Bien CH, Easterbrook PJ, Doherty MC, Prenazzato M, Vitoria M, Peeling RW. Optimal strategies for monitoring response to antiretroviral therapy in HIV-infected adults, adolescents, children and pregnant women: a systematic review. AIDS. 2014; 28:(Supp 2):S151–S160.
10. Rutherford GW, Anglemyer A, Easterbrook PJ, Horvath T, Vitoria M, Penazzato M, Doherty MC. Predicting treatment failure in adults and children on antiretroviral therapy: a systematic review of the performance characteristics of the 2010 WHO immunologic and clinical criteria for virologic failure. AIDS. 2014; 28:(Supp 2):S161–S169.
11. Suthar AB, Rutherford GW, Horvath T, Doherty MC, Negussie EK. Improving antiretroviral therapy scale-up and effectiveness through service integration and decentralization. AIDS. 2014; 28:(Supp 2):S175–S185.
12. Chaiyachati KH, Ogbuoji O, Price M, Suthar AB, Negussie EK, Bärnignausen T. Interventions to improve adherence to antiretroviral therapy: a rapid systematic review. AIDS. 2014; 28:(Supp 2):S187–S204.
13. Eholie SP, Vella S, Anglaret X. Commentary: Antiretroviral therapy initiation criteria in low resource settings – from ‘when to start’ to ‘when not to start’. AIDS. 2014; 28:S101–S104.
14. Tsague L, Abrams EJ. Commentary: Antiretroviral treatment for pregnant and breastfeeding women – the shifting paradigm. AIDS. 2014; 28:(Supp 2):S119–S121.
15. Siberry G, Tindyebwa D. Commentary: When to start and what to use in children – recommendations and rationale. AIDS. 2014; 28:(Supp 2):S133–S135.
16. Essajee S, Kumarasamy N. Commentary: The monitoring of adults and children on antiretroviral therapy in the 2013 WHO consolidated ARV guidelines. AIDS. 2014; 28:(Supp 2):S147–S149.
17. Assefa Y, Pillay Y, Van Damme W. Commentary: Operational Guidance in the 2013 WHO consolidated antiretroviral guidelines. AIDS. 2014; 28:(Supp 2):S171–S173.
18. Hsieh AC, Mburu G, Garner ABJ, Teltschik A, Ram M, Mallouris C, et al. Community and service provider views to inform the 2013 WHO consolidated antiretroviral guidelines: key findings and lessons learnt. AIDS. 2014; 28:(Supp 2):S205–S216.
19. Nelson LJ, Beusenberg M, Habiyambere V, Shaffer N, Vitoria MA, Gonzalez Montero R, et al. Adoption of national recommendations related to use of antiretroviral therapy before and shortly following the launch of the 2013 WHO consolidated guidelines. AIDS. 2014; 28:(Supp 2):S217–S224.
20. Stover J, Gopalappa C, Mahy M, Doherty MC, Easterbrook PJ, Weiler G, Ghys PD. The impact and cost of the WHO 2013 recommendations on eligibility for antiretroviral therapy. AIDS. 2014; 28:(Supp 2):S225–S230.
21. Holmes C, Pillay Y, Mwango A, Perriens J, Ball A, Barrenche O, et al. Health systems implications of the 2013 WHO consolidated antiretroviral guidelines and strategies for successful implementation. AIDS. 2014; 28:(Supp 2):S231–S239.
22. Kredo T, Ford N, Adeniyi FB, Garner P. Decentralising HIV treatment in lower- and middle-income countries. Cochrane Database Syst Rev. 2013; 6:CD009987
23. Suthar AB, Hoos D, Beqiri A, Lorenz-Dehne K, McClure C, Duncombe C. Integrating antiretroviral therapy into antenatal care and maternal and child health settings: a systematic review and meta-analysis. Bull World Health Organ. 2013; 91:46–56.
24. Suthar AB, Ford N, Bachanas PJ, Wong VJ, Rajan JS, Saltzman AK, et al. Towards universal voluntary HIV testing and counselling: a systematic review and meta-analysis of community-based approaches. PLoS Med. 2013; 10:e1001496
25. Siegfried N, Davies MA, Penazzato M, Muhe LM, Egger M. Optimal time for initiating antiretroviral therapy (ART) in HIV-infected, treatment-naive children aged 2 to 5 years old. Cochrane Database Syst Rev. 2013; 10:CD010309.
26. Eaton JW, Menzies NA, Stover J, Cambiano V, Chindelevitch L, Cori A, et al. Health benefits, costs, and cost-effectiveness of earlier eligibility for adult antiretroviral therapy and expanded treatment coverage: a combined analysis of 12 mathematical models. Lancet Glob Health. 2014; 2:e23–e34.
27. Keebler D, Revill P, Braithwaite S, Phillips A, Blaser N, Borquez A, et al. Cost-effectiveness of different strategies to monitor adults on antiretroviral treatment: a combined analysis of three mathematical models. Lancet Glob Health. 2014; 2:e35–e43.
28. Schomaker M, Egger M, Ndirangu J, Phiri S, Moultrie H, Technauk I, et al. International Epidemiologic Databases to Evaluate AIDS–Southern Africa (IeDEA-SA) Collaboration. When to start antiretroviral therapy in children aged 2–5 years: a collaborative causal modeling analysis of cohort studies from southern Africa. PLoS Med. 2013; 10:e1001555
29. Hallett TB, Menzies NA, Revill P, Keebler D, Borquez A, McRobie E, et al. Using modeling to inform international guidelines for antiretroviral treatment. AIDS. 2014; 28:(Suppl 1):S1–S4.
30. Gilks CF, Crowley S, Ekpini R, Gove S, Perriens J, Souteyrand Y, et al. The WHO public-health approach to antiretroviral treatment against HIV in resource-limited settings. Lancet. 2006; 368:505–510.
31. World Health Organization WHO handbook for guideline development. Geneva:World Health Organization; 2012 .
32. Guyatt GH, Oxman AD, Akl EA, Kunz R, Vist G, Brozek J, et al. GRADE guidelines: 1. Introduction – GRADE evidence profiles and summary of findings tables. J Clin Epidemiol. 2011; 64:383–394.
33. Guyatt GH, Oxman AD, Kunz R, Atkins D, Brozek J, Visit G, et al. GRADE guidelines: 2. Framing the question and deciding on important outcomes. J Clin Epidemiol. 2011; 64:395–400.
34. Balshem H, Helfand M, Schünemann HJ, Oxman AD, Kunz R, Brozek J, et al. GRADE guidelines: 3. Rating the quality of evidence. J Clin Epidemiol. 2011; 64:401–406.
35. Guyatt GH, Oxman AD, Vist G, Kunz R, Brozek J, Alonso-Coello P, et al. GRADE guidelines: 4. Rating the quality of evidence – study limitations (risk of bias). J Clin Epidemiol. 2011; 64:407–415.
36. Guyatt GD, Oxman AD, Kunz R, Woodcock J, Brozek J, Helfand M, et al. GRADE guidelines: 8: rating the quality of evidence – indirectness. J Clin Epidemiol. 2011; 64:1303–1310.
37. Guyatt GH, Oxman AD, Sultan S, Glasziou P, Ekl EA, Alonso-Coello P, et al. The GRADE Working Group GRADE guidelines: 9. Rating up the quality of evidence. J Clin Epidemiol. 2011; 64:1311–1316.
38. Andrews JC, Schunemann HJ, Oxman AD, Pottie K, Meerphol JJ, Coello PA, et al. GRADE guidelines: 15 Going from evidence to recommendations - determinants of a recommendation's direction and strength. J Clin Epidemiol. 2013; 66:726–735.
40. Easterbrook PJ, Doherty M, Perriens J, et al. The role of mathematical modeling in the development of recommendations in the 2013 WHO consolidated antiretroviral therapy guidelines. AIDS Suppl. 2014; 28:(Suppl 1):S28–S92.
42. Alexander PE, Bero L, Montori VM, Britog JP, Stoltzfnsh R, Djulbegovic B, et al. World Health Organization recommendations are often strong based on low confidence in effect estimates. J Clin Epidemiol. 2014; pii:S0895–S4356.
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