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, Apr 2015

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.

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

April 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 0 1 Jose Luis Blanco 0 1 Michael R. Jordan 0 1 Jonathan Taylor 0 1 Philippe Lemey 0 1 Vici Varghese 0 1 Raph L. Hamers 0 1 Silvia Bertagnolio 0 1 Tobias F. Rinke de Wit 0 1 Avelin F. Aghokeng 0 1 Jan Albert 0 1 Radko Avi 0 1 Santiago Avila-Rios 0 1 Pascal O. Bessong 0 1 James I. Brooks 0 1 Charles A. B. Boucher 0 1 Zabrina L. Brumme 0 1 Michael P. Busch 0 1 Hermann Bussmann 0 1 Marie-Laure Chaix 0 1 Bum Sik Chin 0 1 Toni T. D'Aquin 0 1 Cillian F. De Gascun 0 1 Anne Derache 0 1 Diane Descamps 0 1 Alaka K. Deshpande 0 1 Cyrille F. Djoko 0 1 Susan H. Eshleman 0 1 Herve Fleury 0 1 Pierre Frange 0 1 Seiichiro Fujisaki 0 1 P. Richard Harrigan 0 1 Junko Hattori 0 1 Africa Holguin 0 1 Gillian M. Hunt 0 1 Hiroshi Ichimura 0 1 Pontiano Kaleebu 0 1 David Katzenstein 0 1 Sasisopin Kiertiburanakul 0 1 Jerome H. Kim 0 1 Sung Soon Kim 0 1 Yanpeng Li 0 1 Irja Lutsar 0 1 Lynn Morris 0 1 Nicaise Ndembi 0 1 Kee Peng NG 0 1 Ramesh S. Paranjape 0 1 Martine Peeters 0 1 Mario Poljak 0 1 Matt A. Price 0 1 Manon L. Ragonnet-Cronin 0 1 Gustavo Reyes-Tern 0 1 Morgane Rolland 0 1 Sunee Sirivichayakul 0 1 Davey M. Smith 0 1 Marcelo A. Soares 0 1 Vincent V. Soriano 0 1 Deogratius Ssemwanga 0 1 Maja Stanojevic 0 1 Mariane A. Stefani 0 1 Wataru Sugiura 0 1 Somnuek Sungkanuparph 0 1 Amilcar Tanuri 0 1 Kok Keng Tee 0 1 Hong-Ha M. Truong 0 1 David A. M. C. van de Vijver 0 1 Nicole Vidal 0 1 Chunfu Yang 0 1 Rongge Yang 0 1 Gonzalo Yebra 0 1 John P. A. Ioannidis 0 1 Anne-Mieke Vandamme 0 1 Robert W. Shafer 0 1 0 Academic Editor: Andrew Carr, St. Vincent's Hospital , AUSTRALIA 1 Citation: Rhee S-Y , Blanco JL, Jordan MR, Taylor J, Lemey P, Varghese V , et al. (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. PLoS Med 12(4): e1001810 OPEN ACCESS - Funding: SYR, VV, and RWS were supported in part from NIH grant R01 AI068581. SYR and RWS were supported in part from an Bill & Melinda Gates Foundation grant. MRJ is supported by CFAR grant 1P30A142853. No funding bodies had any role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Competing Interests: JHK and MR are employees of the Walter Reed Army Institute of Research, however, the views expressed herein are those of the authors and do not represent the official views of the Departments of the Army or Defense. DD has received honoraria and travel grants from Viiv Healthcare, Janssen-Cilag, Gilead-Sciences, MSD and BMS for participation to advisory boards and international conferences. SHE collaborates on research studies with investigators from Abbott Laboratories (distributor of the ViroSeq HIV-1 Genotyping System). Abbott Laboratories has provided reagents and performed testing for some collaborative studies. PF has received paid employment for educational presentation (BristolMyers Squibb, Janssen-Cilag), travel grants and honoraria for speaking or participation at meetings (Bristol-Myers Squibb, MSD, Gilead, Astellas). WS has received honoraria for speaking from Viiv, MSD, Janssen and Torii. PRH has received grants from, served as an ad hoc advisor to, or spoke at various events sponsored by: Pfizer, Glaxo-Smith Kline, Abbott, Merck, Tobira Therapeutics, Virco and Quest Diagnostics. MAP was supported in part from the United States Agency for International Development (USAID), however, the contents are the responsibility of the authors and do not necessarily reflect the views of USAID or the United States Government. SB is a staff member of the World Health Organization and the contents are the responsibility of the authors and do not necessarily reflect the views of the World Health Organization. JPAI is a member of the Editorial Board of PLOS Medicine. All other authors have declared that no competing interests exist. Baltimore, Maryland, United States of America, 29 Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, CNRS UMR 5234, Universit de Bordeaux, Bordeaux, France, 30 Microbiology Department, Hpital Necker-Enfants Malades, Paris, France, 31 Influenza Virus Research Center, National Institute of Infectious Diseases, Tokyo, Japan, 32 National Hospital Organization Nagoya Medical Center, Nagoya, Japan, 33 Department of Microbiology, Hospital Universitario Ramn y Cajal, Instituto Ramn y Cajal de Investigacin Sanitaria, Madrid, Spain, 34 Centre for HIV and STIs, National Institute for Communicable Diseases, Johannesburg, South Africa, 35 Department of Viral Infection and International Health, Graduate School of Medical Sciences, Kanazawa University, Kanazawa, Japan, 36 MRC/UVRI Uganda Research Unit on AIDS, Entebbe, Uganda, 37 Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand, 38 US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America, 39 Division of AIDS, Korea National Institute of Health, Osong, Chungcheongbuk-do, Republic of Korea, 40 State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China, 41 Institute of Human Virology, Abuja, Nigeria, 42 Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia, 43 National AIDS Research Institute, Indian Council of Medical Research, Pune, India, 44 Unit Mixte Internationale 233, Institut de Recherche pour le Dveloppement, INSERM U1175, and University of Montpellier, 34394 Montpellier, France, 45 Computational Biology Institute, Montpellier, France, 46 Institute of Microbiology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia, 47 Department of Medical Affairs, International AIDS Vaccine Initiative, New York, New York, United States of America, 48 Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco, California, United States of America, 49 University of Edinburgh, Edinburgh, Scotland, United Kingdom, 50 Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand, 51 University of California San Diego, La Jolla, California, United States of America, 52 Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil, 53 Department of Infectious Diseases, Hospital Carlos III, Madrid, Spain, 54 Institute of Microbiology and Immunology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia, 55 Federal University of Goias, Goias, Brazil, 56 Department of Medicine, University of California, San Francisco, California, United States of America, 57 Institut de Recherche pour le Dveloppement, University of Montpellier 1, Montpellier, France, 58 International Laboratory Branch, Division of Global HIV/AIDS, Center for Global Health, Centers for Disease Control (...truncated)


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Soo-Yon Rhee, Jose Luis 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 O. Bessong, James I. Brooks, Charles A. B. 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 K. Deshpande, Cyrille F. Djoko, Susan H. Eshleman, Herve Fleury, Pierre Frange, Seiichiro Fujisaki, P. Richard Harrigan, Junko Hattori, Africa Holguin, Gillian M. Hunt, Hiroshi Ichimura, Pontiano Kaleebu, David Katzenstein, Sasisopin Kiertiburanakul, Jerome H. Kim, Sung Soon Kim, Yanpeng Li, Irja Lutsar, Lynn Morris, Nicaise Ndembi, Kee Peng NG, Ramesh S. Paranjape, Martine Peeters, Mario Poljak, Matt A. Price, Manon L. Ragonnet-Cronin, Gustavo Reyes-Terán, Morgane Rolland, Sunee Sirivichayakul, Davey M. Smith, Marcelo A. Soares, Vincent V. Soriano, Deogratius Ssemwanga, Maja Stanojevic, Mariane A. Stefani, Wataru Sugiura, Somnuek Sungkanuparph, Amilcar Tanuri, Kok Keng Tee, Hong-Ha M. Truong, David A. M. C. van de Vijver, Nicole Vidal, Chunfu Yang, Rongge Yang, Gonzalo Yebra, John P. A. Ioannidis, Anne-Mieke Vandamme, Robert W. Shafer. 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, 2015, 4, DOI: 10.1371/journal.pmed.1001810