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Featured researches published by Gillian Hunt.


PLOS Medicine | 2015

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

Soo Yon Rhee; Jose L. Blanco; Michael R. Jordan; Jonathan Taylor; Philippe Lemey; Vici Varghese; Raph L. Hamers; Silvia Bertagnolio; Tobias F. Rinke de Wit; Avelin F. Aghokeng; Jan Albert; Radko Avi; Santiago Avila-Rios; Pascal Bessong; James Brooks; Charles A. Boucher; Zabrina L. Brumme; Michael P. Busch; Hermann Bussmann; Marie Laure Chaix; Bum Sik Chin; Toni T. D’Aquin; Cillian F. De Gascun; Anne Derache; Diane Descamps; Alaka Deshpande; Cyrille F. Djoko; Susan H. Eshleman; Hervé Fleury; Pierre Frange

Background Regional and subtype-specific mutational patterns of HIV-1 transmitted drug resistance (TDR) are essential for informing first-line antiretroviral (ARV) therapy guidelines and designing diagnostic assays for use in regions where standard genotypic resistance testing is not affordable. We sought to understand the molecular epidemiology of TDR and to identify the HIV-1 drug-resistance mutations responsible for TDR in different regions and virus subtypes. Methods and Findings We reviewed all GenBank submissions of HIV-1 reverse transcriptase sequences with or without protease and identified 287 studies published between March 1, 2000, and December 31, 2013, with more than 25 recently or chronically infected ARV-naïve individuals. These studies comprised 50,870 individuals from 111 countries. Each set of study sequences was analyzed for phylogenetic clustering and the presence of 93 surveillance drug-resistance mutations (SDRMs). The median overall TDR prevalence in sub-Saharan Africa (SSA), south/southeast Asia (SSEA), upper-income Asian countries, Latin America/Caribbean, Europe, and North America was 2.8%, 2.9%, 5.6%, 7.6%, 9.4%, and 11.5%, respectively. In SSA, there was a yearly 1.09-fold (95% CI: 1.05–1.14) increase in odds of TDR since national ARV scale-up attributable to an increase in non-nucleoside reverse transcriptase inhibitor (NNRTI) resistance. The odds of NNRTI-associated TDR also increased in Latin America/Caribbean (odds ratio [OR] = 1.16; 95% CI: 1.06–1.25), North America (OR = 1.19; 95% CI: 1.12–1.26), Europe (OR = 1.07; 95% CI: 1.01–1.13), and upper-income Asian countries (OR = 1.33; 95% CI: 1.12–1.55). In SSEA, there was no significant change in the odds of TDR since national ARV scale-up (OR = 0.97; 95% CI: 0.92–1.02). An analysis limited to sequences with mixtures at less than 0.5% of their nucleotide positions—a proxy for recent infection—yielded trends comparable to those obtained using the complete dataset. Four NNRTI SDRMs—K101E, K103N, Y181C, and G190A—accounted for >80% of NNRTI-associated TDR in all regions and subtypes. Sixteen nucleoside reverse transcriptase inhibitor (NRTI) SDRMs accounted for >69% of NRTI-associated TDR in all regions and subtypes. In SSA and SSEA, 89% of NNRTI SDRMs were associated with high-level resistance to nevirapine or efavirenz, whereas only 27% of NRTI SDRMs were associated with high-level resistance to zidovudine, lamivudine, tenofovir, or abacavir. Of 763 viruses with TDR in SSA and SSEA, 725 (95%) were genetically dissimilar; 38 (5%) formed 19 sequence pairs. Inherent limitations of this study are that some cohorts may not represent the broader regional population and that studies were heterogeneous with respect to duration of infection prior to sampling. Conclusions Most TDR strains in SSA and SSEA arose independently, suggesting that ARV regimens with a high genetic barrier to resistance combined with improved patient adherence may mitigate TDR increases by reducing the generation of new ARV-resistant strains. A small number of NNRTI-resistance mutations were responsible for most cases of high-level resistance, suggesting that inexpensive point-mutation assays to detect these mutations may be useful for pre-therapy screening in regions with high levels of TDR. In the context of a public health approach to ARV therapy, a reliable point-of-care genotypic resistance test could identify which patients should receive standard first-line therapy and which should receive a protease-inhibitor-containing regimen.


Clinical Infectious Diseases | 2009

Persistent Minority K103N Mutations among Women Exposed to Single-Dose Nevirapine and Virologic Response to Nonnucleoside Reverse-Transcriptase Inhibitor–Based Therapy

Ashraf Coovadia; Gillian Hunt; Elaine J. Abrams; Gayle G. Sherman; Tammy Meyers; Gill Barry; Eloise Malan; Belinda Marais; Renate Stehlau; Johanna Ledwaba; Scott M. Hammer; Lynn Morris; Louise Kuhn

OBJECTIVE We investigated whether there are long-lasting effects of exposure to single-dose nevirapine (sdNVP) treatment on virologic response to nonnucleoside reverse-transcriptase inhibitor (NNRTI)-based therapy among human immunodeficiency virus (HIV)-infected women. METHODS An observational epidemiologic study was conducted in Johannesburg, South Africa. Initial and sustained virologic response to NNRTI-based therapy was compared between 94 HIV-infected women who had received sdNVP 18-36 months earlier and 60 unexposed, HIV-infected women who had been pregnant 12-36 months earlier. Viral load was measured every 4 weeks up to week 24 and then every 12 weeks up to week 78. Time to viral suppression (viral load, <50 copies/mL) and confirmed rebound in the viral load (viral load, >400 copies/mL) were compared. Drug resistance was assessed using K103N allele-specific real-time polymerase chain reaction assay and population sequencing. RESULTS Almost all women (97.5% of sdNVP-exposed women and 91.3% of sdNVP-unexposed women; P = .21) achieved viral suppression by week 24, and similar percentages of sdNVP-exposed and -unexposed women (19.4% and 15.1%, respectively) experienced viral rebound within 78 weeks after treatment (P = .57). K103N was detected with the K103N allele-specific real-time polymerase chain reaction assay among sdNVP-exposed and -unexposed women before treatment; detection was strongly predictive of inadequate viral response: 60.9% of women for whom K103N was detected in either viral RNA or DNA did not experience viral suppression or experienced viral rebound, compared with 15.1% of women for whom K103N was not detected (P < .001). After treatment, the M184V mutation occurred less frequently among sdNVP-exposed women than among sdNVP-unexposed women, but the frequency of NNRTI-associated mutations was similar between these groups of women with inadequate virologic response. CONCLUSIONS Exposure to sdNVP in the prior 18-36 months was not associated with a reduced likelihood of achieving and sustaining viral suppression while receiving NNRTI-based therapy. However, women with minority K103N mutations before treatment had a reduced durability of virologic suppression.


JAMA | 2010

Reuse of nevirapine in exposed HIV-infected children after protease inhibitor-based viral suppression: a randomized controlled trial.

Ashraf Coovadia; Elaine J. Abrams; Renate Stehlau; Tammy Meyers; Leigh Martens; Gayle G. Sherman; Gillian Hunt; Chih-Chi Hu; Wei-Yann Tsai; Lynn Morris; Louise Kuhn

CONTEXT Protease inhibitor (PI)-based therapy is recommended for infants infected with human immunodeficiency virus (HIV) who were exposed to nevirapine for prevention of mother-to-child HIV transmission. However, there are limitations of continuing PI-based therapy indefinitely and reuse of nevirapine has many advantages. OBJECTIVE To test whether nevirapine-exposed infants who initially achieve viral suppression with PI-based therapy can maintain viral suppression when switched to nevirapine-based therapy. DESIGN, SETTING, AND PATIENTS Randomized trial conducted between April 2005 and May 2009 at a hospital in Johannesburg, South Africa, among 195 children who achieved viral suppression less than 400 copies/mL for 3 or more months from a cohort of 323 nevirapine-exposed children who initiated PI-based therapy before 24 months of age. INTERVENTIONS Control group children continued to receive ritonavir-boosted lopinavir, stavudine, and lamivudine (n = 99). Switch group children substituted nevirapine for ritonavir-boosted lopinavir (n = 96). MAIN OUTCOME MEASURES Children were followed up for 52 weeks after randomization. Plasma HIV-1 RNA of greater than 50 copies/mL was the primary end point. Confirmed viremia greater than 1000 copies/mL was used as a criterion to consider regimen changes for children in either group (safety end point). RESULTS Plasma viremia greater than 50 copies/mL occurred less frequently in the switch group (Kaplan-Meier probability, 0.438; 95% CI, 0.334-0.537) than in the control group (0.576; 95% CI, 0.470-0.668) (P = .02). Confirmed viremia greater than 1000 copies/mL occurred more frequently in the switch group (0.201; 95% CI, 0.125-0.289) than in the control group (0.022; 95% CI, 0.004-0.069) (P < .001). CD4 cell response was better in the switch group (median CD4 percentage at 52 weeks, 34.7) vs the control group (CD4 percentage, 31.3) (P = .004). Older age (relative hazard [RH], 1.71; 95% CI, 1.08-2.72) was associated with viremia greater than 50 copies/mL in the control group. Inadequate adherence (RH, 4.14; 95% CI, 1.18-14.57) and drug resistance (RH, 4.04; 95% CI, 1.40-11.65) before treatment were associated with confirmed viremia greater than 1000 copies/mL in the switch group. CONCLUSION Among HIV-infected children previously exposed to nevirapine, switching to nevirapine-based therapy after achieving viral suppression with a ritonavir-boosted lopinavir regimen resulted in lower rates of viremia greater than 50 copies/mL than maintaining the primary ritonavir-boosted lopinavir regimen. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT00117728.


Lancet Infectious Diseases | 2016

Global epidemiology of drug resistance after failure of WHO recommended first-line regimens for adult HIV-1 infection: A multicentre retrospective cohort study

John Gregson; Michele Tang; Nicaise Ndembi; Raph L. Hamers; Soo-Yon Rhee; Vincent C. Marconi; Lameck Diero; Katherine A Brooks; Kristof Theys; Tobias F. Rinke de Wit; Monica Arruda; Frederico Garcia; Susana Monge; Huldrych F. Günthard; Christopher J. Hoffmann; Phyllis J. Kanki; N. Kumarasamy; Bernard Kerschberger; Orna Mor; Charlotte Charpentier; Eva Todesco; Casper Rokx; Luuk Gras; Elias K Helvas; Henry Sunpath; Domenico Di Carlo; Antonio Antinori; Massimo Andreoni; Alessandra Latini; Cristina Mussini

Summary Background Antiretroviral therapy (ART) is crucial for controlling HIV-1 infection through wide-scale treatment as prevention and pre-exposure prophylaxis (PrEP). Potent tenofovir disoproxil fumarate-containing regimens are increasingly used to treat and prevent HIV, although few data exist for frequency and risk factors of acquired drug resistance in regions hardest hit by the HIV pandemic. We aimed to do a global assessment of drug resistance after virological failure with first-line tenofovir-containing ART. Methods The TenoRes collaboration comprises adult HIV treatment cohorts and clinical trials of HIV drug resistance testing in Europe, Latin and North America, sub-Saharan Africa, and Asia. We extracted and harmonised data for patients undergoing genotypic resistance testing after virological failure with a first-line regimen containing tenofovir plus a cytosine analogue (lamivudine or emtricitabine) plus a non-nucleotide reverse-transcriptase inhibitor (NNRTI; efavirenz or nevirapine). We used an individual participant-level meta-analysis and multiple logistic regression to identify covariates associated with drug resistance. Our primary outcome was tenofovir resistance, defined as presence of K65R/N or K70E/G/Q mutations in the reverse transcriptase (RT) gene. Findings We included 1926 patients from 36 countries with treatment failure between 1998 and 2015. Prevalence of tenofovir resistance was highest in sub-Saharan Africa (370/654 [57%]). Pre-ART CD4 cell count was the covariate most strongly associated with the development of tenofovir resistance (odds ratio [OR] 1·50, 95% CI 1·27–1·77 for CD4 cell count <100 cells per μL). Use of lamivudine versus emtricitabine increased the risk of tenofovir resistance across regions (OR 1·48, 95% CI 1·20–1·82). Of 700 individuals with tenofovir resistance, 578 (83%) had cytosine analogue resistance (M184V/I mutation), 543 (78%) had major NNRTI resistance, and 457 (65%) had both. The mean plasma viral load at virological failure was similar in individuals with and without tenofovir resistance (145 700 copies per mL [SE 12 480] versus 133 900 copies per mL [SE 16 650; p=0·626]). Interpretation We recorded drug resistance in a high proportion of patients after virological failure on a tenofovir-containing first-line regimen across low-income and middle-income regions. Effective surveillance for transmission of drug resistance is crucial. Funding The Wellcome Trust.Summary Background Antiretroviral therapy (ART) is crucial for controlling HIV-1 infection through wide-scale treatment as prevention and pre-exposure prophylaxis (PrEP). Potent tenofovir disoproxil fumarate-containing regimens are increasingly used to treat and prevent HIV, although few data exist for frequency and risk factors of acquired drug resistance in regions hardest hit by the HIV pandemic. We aimed to do a global assessment of drug resistance after virological failure with first-line tenofovir-containing ART. Methods The TenoRes collaboration comprises adult HIV treatment cohorts and clinical trials of HIV drug resistance testing in Europe, Latin and North America, sub-Saharan Africa, and Asia. We extracted and harmonised data for patients undergoing genotypic resistance testing after virological failure with a first-line regimen containing tenofovir plus a cytosine analogue (lamivudine or emtricitabine) plus a non-nucleotide reverse-transcriptase inhibitor (NNRTI; efavirenz or nevirapine). We used an individual participant-level meta-analysis and multiple logistic regression to identify covariates associated with drug resistance. Our primary outcome was tenofovir resistance, defined as presence of K65R/N or K70E/G/Q mutations in the reverse transcriptase ( RT ) gene. Findings We included 1926 patients from 36 countries with treatment failure between 1998 and 2015. Prevalence of tenofovir resistance was highest in sub-Saharan Africa (370/654 [57%]). Pre-ART CD4 cell count was the covariate most strongly associated with the development of tenofovir resistance (odds ratio [OR] 1·50, 95% CI 1·27–1·77 for CD4 cell count Interpretation We recorded drug resistance in a high proportion of patients after virological failure on a tenofovir-containing first-line regimen across low-income and middle-income regions. Effective surveillance for transmission of drug resistance is crucial. Funding The Wellcome Trust.


Virus Genes | 2003

Evolution and diversity of HIV-1 in Africa--a review.

Maria A. Papathanasopoulos; Gillian Hunt; Caroline T. Tiemessen

The HIV/AIDS pandemic represents a major development crisis for the African continent, which is the worst affected region in the world. Currently, almost 30 of the 42 million people infected with HIV worldwide live in Africa. AIDS in humans is caused by two lentiviruses, HIV-1 and HIV-2, which entered the human population by zoonotic transmissions from at least two different African primate species. Extensive phylogenetic analyses of partial and full-length genome sequences have helped to gain insights into the evolutionary biology and population dynamics of HIV. One of the major characteristics of HIV is its rapid evolution, which has resulted in substantial genetic diversity amongst different isolates, the majority of which are represented in Africa. Genetic variability of HIV and any consequent phenotypic variation poses a significant challenge to disease control and surveillance in different geographic regions of Africa. This review focuses on the origins and evolution of HIV, current classification and diversity of HIV isolates in Africa and provides an extensive account of the geographic distribution of HIV types, groups, and subtypes in each of the 49 African countries. Numerous epidemiological studies have provided a picture of HIV distribution patterns in most countries in Africa, and these show increasing evidence of the importance of HIV-1 recombinants. In particular, this review highlights that our current understanding of HIV distribution in Africa is incomplete and inadequately represents the diversity of the virus, and underscores the need for ongoing surveillance.


AIDS | 2014

Drug resistance among newly diagnosed HIV-infected children in the era of more efficacious antiretroviral prophylaxis.

Louise Kuhn; Gillian Hunt; Karl-Günter Technau; Ashraf Coovadia; Johanna Ledwaba; Sam Pickerill; Martina Penazzato; Silvia Bertagnolio; Claude A. Mellins; Vivian Black; Lynn Morris; Elaine J. Abrams

Background:In the era of more efficacious prevention of mother-to-child transmission (PMTCT) regimens, documenting the profile of drug resistance in HIV-infected infants and young children is critical to our efforts to improve care and treatment for children. Methods:HIV drug resistance mutations in plasma virus were ascertained using population sequencing among 230 newly diagnosed HIV-infected children under 2 years of age recruited in Johannesburg, South Africa, during 2011. By this time, more effective PMTCT regimens, including combination antiretroviral therapy for pregnant women, were being implemented. Results:Two-thirds (67.4%) of HIV-infected children had been exposed to some form of maternal (89%) and/or infant (97%) PMTCT. Among PMTCT-exposed, 56.8% had nonnucleoside reverse transcriptase inhibitor (NNRTI), 14.8% nucleoside reverse transcriptase inhibitor (NRTI), and 1.3% protease inhibitor mutations. NNRTI mutations were strongly related to younger age. The remaining third (32.6%) had no reported or recorded PMTCT exposures, but resistance to NNRTI was detected in 24.0%, NRTI in 10.7%, and protease inhibitor in 1.3%. Conclusion:The new PMTCT strategies dramatically reduce the number of children who acquire infection, but among those who do become infected, NNRTI resistance prevalence is high. In this South African setting with high PMTCT coverage, almost a quarter of children with no reported or recorded PMTCT also have drug resistance mutations. PMTCT history is an inadequate means of ruling out pretreatment drug resistance. Our results support the use of protease inhibitor-based first-line regimens in HIV-infected infants and young children regardless of PMTCT history.


AIDS | 2011

Hiv-1 drug resistance at antiretroviral treatment initiation in children previously exposed to single-dose nevirapine

Gillian Hunt; Ashraf Coovadia; Elaine J. Abrams; Gayle G. Sherman; Tammy Meyers; Lynn Morris; Louise Kuhn

Objective:To describe the prevalence of HIV-1 drug resistance mutations at the time of treatment initiation in a large cohort of HIV-infected children previously exposed to single-dose nevirapine (sdNVP) for prevention of transmission. Design:Drug resistance mutations were measured pretreatment in 255 infants and young children under 2 years of age in South Africa exposed to sdNVP and initiating ritonavir-boosted lopinavir-based therapy. Those who achieved viral suppression were randomized to either continue the primary regimen or to switch to a nevirapine-based regimen. Pretreatment samples were tested using population sequencing and real time allele-specific PCR (AS-PCR) to detect Y181C and K103N minority variants. Those with confirmed viremia more than 1000 copies/ml by 52 weeks postrandomization in the switch group were defined as having viral failure. Results:Nonnucleoside reverse transcriptase inhibitor (NNRTI) mutations, predominantly Y181C, were detected by either method in 62% of infants less than 6 months of age, in 39% of children 6–12 months of age, 22% 12–18 months, and 16% 18–24 months (P = <0.0001). NNRTI mutations detected by genotyping, but not K103N or Y181C mutations detected only by AS-PCR, were associated with viral failure in the switch group. Conclusion:The prevalence of mutations known to compromise primary NNRTI-based therapy is high in sdNVP-exposed children, supporting current guidelines recommending use of protease inhibitor-based regimens for young children. Standard genotyping is adequate to identify children who could benefit from switching to NNRTI-based therapy.


Lancet Infectious Diseases | 2012

Switching children previously exposed to nevirapine to nevirapine-based treatment after initial suppression with a protease-inhibitor-based regimen: long-term follow-up of a randomised, open-label trial

Louise Kuhn; Ashraf Coovadia; Renate Strehlau; Leigh Martens; Chih Chi Hu; Tammy Meyers; Gayle G. Sherman; Gillian Hunt; Deborah Persaud; Lynn Morris; Wei Yann Tsai; Elaine J. Abrams

BACKGROUND Protease-inhibitor-based treatment is recommended as first-line for infants infected with HIV who have been previously exposed to nevirapine prophylaxis. However, long-term use poses adherence challenges, is associated with metabolic toxic effects, restricts second-line options, and is costly. We present the long-term outcomes of switching nevirapine-exposed children to nevirapine-based treatment after effective suppression of virus replication with a protease-inhibitor-based regimen. METHODS We did a randomised trial to compare long-term viral suppression with nevirapine-based versus protease-inhibitor-based (ritonavir-boosted lopinavir) treatment in children who had achieved suppression with protease-inhibitor-based treatment. Randomisation (1:1) was by cohort blocks of variable size between eight and 12. Eligible children were younger than 24 months who were previously exposed to nevirapine for prevention of mother-to-child transmission, and achieved virological suppression of less than 400 copies per mL when treated with the regimen based on ritonavir-boosted lopinavir in Johannesburg, South Africa. We gave all drugs as liquids and adjusted doses at each visit in accordance with growth. We continued follow-up for a minimum of 90 weeks and maximum of 232 weeks after randomisation. We quantified HIV RNA every 3 months. Our primary endpoint was any viraemia greater than 50 copies per mL. Our analysis was by modified intention to treat. This study is registered with ClinicalTrials.gov, number NCT00117728. FINDINGS We followed up the children for a median of 156 weeks and there were three deaths in each group. Children in the switch group (Kaplan-Meier probability 0·595) were less likely to experience non-suppression greater than 50 copies per mL than in the control group (0·687; p=0·01) and had better CD4 and growth responses initially after switching (52 children in the switch group vs 66 control group met this endpoint). By 156 weeks after randomisation, more children had virological failure--which we defined as confirmed viraemia of more than 1000 copies per mL--in the switch group (22 children) than in the control group (ten children; p=0·009). We detected all 22 failures in the switch group by 52 weeks compared with five in the control group. Virological failure was related to non-adherence and pretreatment drug resistance. In children without pretreatment drug resistance, we did not identify a significant difference in virological failure between the switch (Kaplan-Meier probability 0·140) and control (0·095) groups (p=0·34; seven failures in the switch group vs five in the control group). Children in the switch group were significantly more likely to develop grade 1-3 alanine aminotransferase abnormalities over the duration of follow-up. INTERPRETATION Viral-load testing through 52 weeks can identify all children likely to fail this protease-inhibitor-switch strategy. Switching children once suppressed to a nevirapine-based regimen might be a valuable treatment option if adequate viral-load monitoring can be done. FUNDING National Institutes of Child Health and Human Development and Secure the Future Foundation.


AIDS Research and Human Retroviruses | 2002

HIV-1 Subtype A, D, G, AG and Unclassified Sequences Identified in South Africa

Helba Bredell; Gillian Hunt; Alison Casteling; Tonie Cilliers; Celia Rademeyer; Mia Coetzer; Steven D. Miller; David B. Johnson; Caroline T. Tiemessen; Desmond J. Martin; Carolyn Williamson; Lynn Morris

HIV-1 subtype C accounts for the vast majority of infections in South Africa. However, increasingly non-C subtypes are being detected. Here we report 10 viruses that contain sequences that group with subtypes A, D, and G as well as CRF02_AG and 1 that could not be classified. Most of these individuals were from other countries in Africa. Some of these sequences were in combination with subtype C, possibly indicating local recombination events. Although there is no indication of endemic spread of these viruses, continued monitoring is warranted to track genetic changes, which may impact on diagnostic testing, therapeutic responses to antiretroviral therapies, and vaccine design.


Infection, Genetics and Evolution | 2013

Evaluation of sequence ambiguities of the HIV-1 pol gene as a method to identify recent HIV-1 infection in transmitted drug resistance surveys.

Emmi Andersson; Wei Shao; Irene Bontell; Fatim Cham; Do Duy Cuong; Amogne Wondwossen; Lynn Morris; Gillian Hunt; Anders Sönnerborg; Silvia Bertagnolio; Frank Maldarelli; Michael R. Jordan

Identification of recent HIV infection within populations is a public health priority for accurate estimation of HIV incidence rates and transmitted drug resistance at population level. Determining HIV incidence rates by prospective follow-up of HIV-uninfected individuals is challenging and serological assays have important limitations. HIV diversity within an infected host increases with duration of infection. We explore a simple bioinformatics approach to assess viral diversity by determining the percentage of ambiguous base calls in sequences derived from standard genotyping of HIV-1 protease and reverse transcriptase. Sequences from 691 recently infected (≤1 year) and chronically infected (>1 year) individuals from Sweden, Vietnam and Ethiopia were analyzed for ambiguity. A significant difference (p<0.0001) in the proportion of ambiguous bases was observed between sequences from individuals with recent and chronic infection in both HIV-1 subtype B and non-B infection, consistent with previous studies. In our analysis, a cutoff of <0.47% ambiguous base calls identified recent infection with a sensitivity and specificity of 88.8% and 74.6% respectively. 1,728 protease and reverse transcriptase sequences from 36 surveys of transmitted HIV drug resistance performed following World Health Organization guidance were analyzed for ambiguity. The 0.47% ambiguity cutoff was applied and survey sequences were classified as likely derived from recently or chronically infected individuals. 71% of patients were classified as likely to have been infected within one year of genotyping but results varied considerably amongst surveys. This bioinformatics approach may provide supporting population-level information to identify recent infection but its application is limited by infection with more than one viral variant, decreasing viral diversity in advanced disease and technical aspects of population based sequencing. Standardization of sequencing techniques and base calling and the addition of other parameters such as CD4 cell count may address some of the technical limitations and increase the usefulness of the approach.

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Lynn Morris

Centre for the AIDS Programme of Research in South Africa

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Johanna Ledwaba

National Institute of Communicable Diseases

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Renate Strehlau

University of the Witwatersrand

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Gayle G. Sherman

University of the Witwatersrand

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Tammy Meyers

University of the Witwatersrand

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