ArticleLancet (London, England)2012
Global trends in antiretroviral resistance in treatment-naive individuals with HIV after rollout of antiretroviral treatment in resource-limited settings: a global collaborative study and meta-regression analysis.
Article in Lancet (London, England), 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 205 papers, 11 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
205 citing papers in PubMed, 11 syntheses or guidelines pooled it, 365 citations in OpenAlex.
- Evaluating HIV drug resistance in the middle East and North Africa and its associated factors: a systematic review.Virology journal · 2025Pooled it
- Major Drug Resistance Mutations on Reverse Transcriptase Gene in Human Immunodeficiency Virus Type-1 in Indonesia: A Systematic Review.Current HIV/AIDS reports · 2024Pooled it
- Guidelines are needed for studies of pre-treatment HIV drug resistance: a methodological study.BMC medical research methodology · 2021Pooled it
- Efficacy and Safety of Raltegravir-Based Dual Therapy in AIDS Patients: A Meta-Analysis of Randomized Controlled Trials.Frontiers in pharmacology · 2019Pooled it
- Antiretroviral resistance testing in HIV-positive people.The Cochrane database of systematic reviews · 2018Pooled it
- HIV-1 drug resistance before initiation or re-initiation of first-line antiretroviral therapy in low-income and middle-income countries: a systematic review and meta-regression analysis.The Lancet. Infectious diseases · 2018Pooled it
- Pooled it
- Surveillance of HIV Transmitted Drug Resistance in Latin America and the Caribbean: A Systematic Review and Meta-Analysis.PloS one · 2016Pooled it
- Geographic and temporal trends in the molecular epidemiology and genetic mechanisms of transmitted HIV-1 drug resistance: an individual-patient- and sequence-level meta-analysis.PLoS medicine · 2015Pooled it
- Optimisation of antiretroviral therapy in HIV-infected children under 3 years of age.The Cochrane database of systematic reviews · 2014Pooled it
- The prevalence of HIV-1 drug resistance among antiretroviral treatment naïve individuals in mainland China: a meta-analysis.PloS one · 2014Pooled it
- HIV genotypic resistance among pregnant women initiating ART in Uganda: a baseline evaluation of participants in the Option B+ clinical trial.African health sciences · 2022Trial
- Trial
- Randomized pharmacokinetic evaluation of different rifabutin doses in African HIV- infected tuberculosis patients on lopinavir/ritonavir-based antiretroviral therapy.BMC pharmacology & toxicology · 2014Trial
- First-line antiretroviral therapy with nevirapine versus lopinavir-ritonavir based regimens in a resource-limited setting.AIDS (London, England) · 2014Trial
- Longitudinal analysis of viral suppression before, during, and after pregnancy among women on antiretroviral therapy in Uganda: six-year real-world experience.HIV research & clinical practice · 2026Article
- Antiviral Activity and Mucosal Safety of Novel Human-Milk-Inspired Antimicrobial Peptides.Pharmaceutics · 2026Article
- Inflammatory responses in HIV-1 genetic subtypes in relationship with anti-retroviral drug resistance in Minna, Niger State, North Central Nigeria.BMC immunology · 2026Article
- Viral suppression status and associated factors among key populations on ART in Western Oromia, Ethiopia: a retrospective analysis.AIDS research and therapy · 2026Article
- Characterisation of RT Connection and RNase H Polymorphisms in HIV-1 Subtype C in Botswana.Viruses · 2026Article
145 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
11 authors at 8 institutions in 5 countries.
Funding
Abstract
backgroundThe emergence and spread of high levels of HIV-1 drug resistance in resource-limited settings where combination antiretroviral treatment has been scaled up could compromise the effectiveness of national HIV treatment programmes. We aimed to estimate changes in the prevalence of HIV-1 drug resistance in treatment-naive individuals with HIV since initiation of rollout in resource-limited settings.
methodsWe did a systematic search for studies and conference abstracts published between January, 2001, and July, 2011, and included additional data from the WHO HIV drug resistance surveillance programme. We assessed the prevalence of drug-resistance mutations in untreated individuals with respect to time since rollout in a series of random-effects meta-regression models.
findingsStudy-level data were available for 26,102 patients from sub-Saharan Africa, Asia, and Latin America. We recorded no difference between chronic and recent infection on the prevalence of one or more drug-resistance mutations for any region. East Africa had the highest estimated rate of increase at 29% per year (95% CI 15 to 45; p=0·0001) since rollout, with an estimated prevalence of HIV-1 drug resistance at 8 years after rollout of 7·4% (4·3 to 12·7). We recorded an annual increase of 14% (0% to 29%; p=0·054) in southern Africa and a non-significant increase of 3% (-0·9 to 16; p=0·618) in west and central Africa. There was no change in resistance over time in Latin America, and because of much country-level heterogeneity the meta-regression analysis was not appropriate for Asia. With respect to class of antiretroviral, there were substantial increases in resistance to non-nucleoside reverse transcriptase inhibitors (NNRTI) in east Africa (36% per year [21 to 52]; p<0·0001) and southern Africa (23% per year [7 to 42]; p=0·0049). No increase was noted for the other drug classes in any region.
interpretationOur findings suggest a significant increase in prevalence of drug resistance over time since antiretroviral rollout in regions of sub-Saharan Africa; this rise is driven by NNRTI resistance in studies from east and southern Africa. The findings are of concern and draw attention to the need for enhanced surveillance and drug-resistance prevention efforts by national HIV treatment programmes. Nevertheless, estimated levels, although increasing, are not unexpected in view of the large expansion of antiretroviral treatment coverage seen in low-income and middle-income countries--no changes in antiretroviral treatment guidelines are warranted at the moment.
fundingBill & Melinda Gates Foundation and the European Community's Seventh Framework Programme.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.