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Cozzi-Lepri A, Dunn D, Tostevin A, Marvig RL, Bennedbaek M, Sharma S, Kozal MJ, Gompels M, Pinto AN, Lundgren J, Baxter JD. Rate of response to initial antiretroviral therapy according to level of pre-existing HIV-1 drug resistance detected by next-generation sequencing in the strategic timing of antiretroviral treatment (START) study. HIV Med 2024; 25:212-222. [PMID: 37775947 PMCID: PMC10872720 DOI: 10.1111/hiv.13556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 09/12/2023] [Indexed: 10/01/2023]
Abstract
OBJECTIVES The main objective of this analysis was to evaluate the impact of pre-existing drug resistance by next-generation sequencing (NGS) on the risk of treatment failure (TF) of first-line regimens in participants enrolled in the START study. METHODS Stored plasma from participants with entry HIV RNA >1000 copies/mL were analysed using NGS (llumina MiSeq). Pre-existing drug resistance was defined using the mutations considered by the Stanford HIV Drug Resistance Database (HIVDB v8.6) to calculate the genotypic susceptibility score (GSS, estimating the number of active drugs) for the first-line regimen at the detection threshold windows of >20%, >5%, and >2% of the viral population. Survival analysis was conducted to evaluate the association between the GSS and risk of TF (viral load >200 copies/mL plus treatment change). RESULTS Baseline NGS data were available for 1380 antiretroviral therapy (ART)-naïve participants enrolled over 2009-2013. First-line ART included a non-nucleoside reverse transcriptase inhibitor (NNRTI) in 976 (71%), a boosted protease inhibitor in 297 (22%), or an integrase strand transfer inhibitor in 107 (8%). The proportions of participants with GSS <3 were 7% for >20%, 10% for >5%, and 17% for the >2% thresholds, respectively. The adjusted hazard ratio of TF associated with a GSS of 0-2.75 versus 3 in the subset of participants with mutations detected at the >2% threshold was 1.66 (95% confidence interval 1.01-2.74; p = 0.05) and 2.32 (95% confidence interval 1.32-4.09; p = 0.003) after restricting the analysis to participants who started an NNRTI-based regimen. CONCLUSIONS Up to 17% of participants initiated ART with a GSS <3 on the basis of NGS data. Minority variants were predictive of TF, especially for participants starting NNRTI-based regimens.
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Affiliation(s)
| | - David Dunn
- Institute for Global Health, UCL, London, UK
| | | | - Rasmus L Marvig
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Marc Bennedbaek
- Virus Research and Development Laboratory, Virus and Microbiological Special Diagnostics, Statens Serum Institute, Copenhagen, Denmark
| | - Shweta Sharma
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | | | | | - Angie N Pinto
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Jens Lundgren
- Copenhagen HIV Programme, Rigs Hospitalet, University of Copenhagen, Copenhagen, Denmark
| | - John D Baxter
- Cooper Medical School of Rowan University and Cooper University Health Care, Camden, New Jersey, USA
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2
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Comas I, Cancino-Muñoz I, Mariner-Llicer C, Goig GA, Ruiz-Hueso P, Francés-Cuesta C, García-González N, González-Candelas F. Use of next generation sequencing technologies for the diagnosis and epidemiology of infectious diseases. Enferm Infecc Microbiol Clin 2021; 38 Suppl 1:32-38. [PMID: 32111363 DOI: 10.1016/j.eimc.2020.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
For the first time, next generation sequencing technologies provide access to genomic information at a price and scale that allow their implementation in routine clinical practice and epidemiology. While there are still many obstacles to their implementation, there are also multiple examples of their major advantages compared with previous methods. Their main advantage is that a single determination allows epidemiological information on the causative microorganism to be obtained simultaneously, as well as its resistance profile, although these advantages vary according to the pathogen under study. This review discusses several examples of the clinical and epidemiological use of next generation sequencing applied to complete genomes and microbiomes and reflects on its future in clinical practice.
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Affiliation(s)
- Iñaki Comas
- Instituto de Biomedicina de Valencia, IBV-CSIC, Valencia, España; CIBER en Epidemiología y Salud Pública, Valencia, España.
| | | | | | - Galo A Goig
- Instituto de Biomedicina de Valencia, IBV-CSIC, Valencia, España
| | - Paula Ruiz-Hueso
- Unidad Mixta "Infección y Salud Pública" FISABIO-Universitat de València, Instituto de Biología Integrativa de Sistemas, I2SysBio (CSIC-UV), Valencia, España
| | - Carlos Francés-Cuesta
- Unidad Mixta "Infección y Salud Pública" FISABIO-Universitat de València, Instituto de Biología Integrativa de Sistemas, I2SysBio (CSIC-UV), Valencia, España
| | - Neris García-González
- Unidad Mixta "Infección y Salud Pública" FISABIO-Universitat de València, Instituto de Biología Integrativa de Sistemas, I2SysBio (CSIC-UV), Valencia, España
| | - Fernando González-Candelas
- CIBER en Epidemiología y Salud Pública, Valencia, España; Unidad Mixta "Infección y Salud Pública" FISABIO-Universitat de València, Instituto de Biología Integrativa de Sistemas, I2SysBio (CSIC-UV), Valencia, España
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3
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Obasa AE, Ambikan AT, Gupta S, Neogi U, Jacobs GB. Increased acquired protease inhibitor drug resistance mutations in minor HIV-1 quasispecies from infected patients suspected of failing on national second-line therapy in South Africa. BMC Infect Dis 2021; 21:214. [PMID: 33632139 PMCID: PMC7908688 DOI: 10.1186/s12879-021-05905-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 02/16/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND HIV-1C has been shown to have a greater risk of virological failure and reduced susceptibility towards boosted protease inhibitors (bPIs), a component of second-line combination antiretroviral therapy (cART) in South Africa. This study entailed an evaluation of HIV-1 drug resistance-associated mutations (RAMs) among minor viral populations through high-throughput sequencing genotypic resistance testing (HTS-GRT) in patients on the South African national second-line cART regimen receiving bPIs. METHODS During 2017 and 2018, 67 patient samples were sequenced using high-throughput sequencing (HTS), of which 56 samples were included in the final analysis because the patient's treatment regimen was available at the time of sampling. All patients were receiving bPIs as part of their cART. Viral RNA was extracted, and complete pol genes were amplified and sequenced using Illumina HiSeq2500, followed by bioinformatics analysis to quantify the RAMs according to the Stanford HIV Drug Resistance Database. RESULTS Statistically significantly higher PI RAMs were observed in minor viral quasispecies (25%; 14/56) compared to non-nucleoside reverse transcriptase inhibitors (9%; 5/56; p = 0.042) and integrase inhibitor RAM (4%; 2/56; p = 0.002). The majority of the drug resistance mutations in the minor viral quasispecies were observed in the V82A mutation (n = 13) in protease and K65R (n = 5), K103N (n = 7) and M184V (n = 5) in reverse transcriptase. CONCLUSIONS HTS-GRT improved the identification of PI and reverse transcriptase inhibitor (RTI) RAMs in second-line cART patients from South Africa compared to the conventional GRT with ≥20% used in Sanger-based sequencing. Several RTI RAMs, such as K65R, M184V or K103N and PI RAM V82A, were identified in < 20% of the population. Deep sequencing could be of greater value in detecting acquired resistance mutations early.
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Affiliation(s)
- Adetayo Emmanuel Obasa
- Department of Pathology, Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, Cape Town, 7505, South Africa.
- Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institute, Stockholm, Sweden.
| | - Anoop T Ambikan
- Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institute, Stockholm, Sweden
| | - Soham Gupta
- Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institute, Stockholm, Sweden
| | - Ujjwal Neogi
- Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institute, Stockholm, Sweden
| | - Graeme Brendon Jacobs
- Department of Pathology, Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, Cape Town, 7505, South Africa
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4
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Mbunkah HA, Bertagnolio S, Hamers RL, Hunt G, Inzaule S, Rinke De Wit TF, Paredes R, Parkin NT, Jordan MR, Metzner KJ. Low-Abundance Drug-Resistant HIV-1 Variants in Antiretroviral Drug-Naive Individuals: A Systematic Review of Detection Methods, Prevalence, and Clinical Impact. J Infect Dis 2021; 221:1584-1597. [PMID: 31809534 DOI: 10.1093/infdis/jiz650] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 12/04/2019] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The presence of high-abundance drug-resistant HIV-1 jeopardizes success of antiretroviral therapy (ART). Despite numerous investigations, the clinical impact of low-abundance drug-resistant HIV-1 variants (LA-DRVs) at levels <15%-25% of the virus population in antiretroviral (ARV) drug-naive individuals remains controversial. METHODS We systematically reviewed 103 studies assessing prevalence, detection methods, technical and clinical detection cutoffs, and clinical significance of LA-DRVs in antiretroviral drug-naive adults. RESULTS In total, 14 919 ARV drug-naive individuals were included. Prevalence of LA-DRVs (ie, proportion of individuals harboring LA-DRVs) was 0%-100%. Technical detection cutoffs showed a 4 log range (0.001%-10%); 42/103 (40.8%) studies investigating the impact of LA-DRVs on ART; 25 studies included only individuals on first-line nonnucleoside reverse transcriptase inhibitor-based ART regimens. Eleven of those 25 studies (44.0%) reported a significantly association between preexisting LA-DRVs and risk of virological failure whereas 14/25 (56.0%) did not. CONCLUSIONS Comparability of the 103 studies is hampered by high heterogeneity of the studies' designs and use of different methods to detect LA-DRVs. Thus, evaluating clinical impact of LA-DRVs on first-line ART remains challenging. We, the WHO HIVResNet working group, defined central areas of future investigations to guide further efforts to implement ultrasensitive resistance testing in routine settings.
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Affiliation(s)
- Herbert A Mbunkah
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zürich, Switzerland.,Institute of Medical Virology, University of Zurich, Zürich, Switzerland.,Paul-Ehrlich-Institut, Langen, Germany
| | | | - Raph L Hamers
- Amsterdam Institute for Global Health and Development, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands.,Eijkman-Oxford Clinical Research Unit, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.,Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Gillian Hunt
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Seth Inzaule
- Amsterdam Institute for Global Health and Development, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Tobias F Rinke De Wit
- Amsterdam Institute for Global Health and Development, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Roger Paredes
- Infectious Diseases Service and IrsiCaixa AIDS Research Institute for AIDS Research, Hospital Universitari Germans Trias i Pujol, Badalona, Catalonia, Spain
| | | | - Michael R Jordan
- Division of Geographic Medicine and Infectious Disease, Tufts University School of Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | - Karin J Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zürich, Switzerland.,Institute of Medical Virology, University of Zurich, Zürich, Switzerland
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5
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Su B, Zheng X, Liu Y, Liu L, Xin R, Lu H, Huang C, Bai L, Mammano F, Zhang T, Wu H, Sun L, Dai L. Detection of pretreatment minority HIV-1 reverse transcriptase inhibitor-resistant variants by ultra-deep sequencing has a limited impact on virological outcomes. J Antimicrob Chemother 2020; 74:1408-1416. [PMID: 30668734 DOI: 10.1093/jac/dky561] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 11/24/2018] [Accepted: 12/10/2018] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVES Ultra-deep sequencing (UDS) is a powerful tool for exploring the impact on virological outcome of minority variants with low frequencies, some even <1% of the virus population. Here, we compared HIV-1 minority variants at baseline, through plasma RNA and PBMC DNA analyses, and the dominant variants at the virological failure (VF) point, to evaluate the impact of minority drug-resistant variants (MDRVs) on virological outcomes. METHODS Single-molecule real-time sequencing (SMRTS) was performed on baseline RNA and DNA. The Stanford HIV-1 drug resistance database was used for the identification and evaluation of drug resistance-associated mutations (DRAMs). RESULTS We classified 50 patients into virological success (VS) and VF groups. We found that the rates of reverse transcriptase inhibitor (RTI) DRAMs determined by SMRTS did not differ significantly within or between groups, whether based on RNA or DNA analyses. There was no significant difference in the level of resistance to specific drugs between groups, in either DNA or RNA analyses, except for the DNA-based analysis of lamivudine, for which there was a trend towards a higher prevalence of intermediate/high-level resistance in the VF group. The RNA MDRVs corresponded to DNA MDRVs, except for M100I and Y188H. Sequencing from DNA appeared to be more sensitive than from RNA to detect MDRVs. CONCLUSIONS Detection of pretreatment minority HIV-1 RTI-resistant variants by UDS showed that MDRVs at baseline were not significantly associated with virological outcome. However, HIV-1 DNA sequencing by UDS was useful for detecting pretreatment drug resistance mutations in patients, potentially affecting virological responses, suggesting a potential clinical relevance for ultra-deep DNA sequencing.
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Affiliation(s)
- Bin Su
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for HIV/AIDS Research, Beijing, China
| | | | - Yan Liu
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for HIV/AIDS Research, Beijing, China
| | - Lifeng Liu
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for HIV/AIDS Research, Beijing, China
| | - Ruolei Xin
- Institute for AIDS/STD Control and Prevention, Beijing Center for Disease Prevention and Control, Beijing, China
| | - Hongyan Lu
- Institute for AIDS/STD Control and Prevention, Beijing Center for Disease Prevention and Control, Beijing, China
| | - Chun Huang
- Institute for AIDS/STD Control and Prevention, Beijing Center for Disease Prevention and Control, Beijing, China
| | - Lishi Bai
- Institute for AIDS/STD Control and Prevention, Beijing Center for Disease Prevention and Control, Beijing, China
| | - Fabrizio Mammano
- INSERM U941, Genetics and Ecology of Viruses, Hospital Saint Louis, Université Paris Diderot, Sorbonne Paris Cité, Paris, France
| | - Tong Zhang
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for HIV/AIDS Research, Beijing, China
| | - Hao Wu
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for HIV/AIDS Research, Beijing, China
| | - Lijun Sun
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Lili Dai
- Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
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6
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Günthard HF, Calvez V, Paredes R, Pillay D, Shafer RW, Wensing AM, Jacobsen DM, Richman DD. Human Immunodeficiency Virus Drug Resistance: 2018 Recommendations of the International Antiviral Society-USA Panel. Clin Infect Dis 2020; 68:177-187. [PMID: 30052811 PMCID: PMC6321850 DOI: 10.1093/cid/ciy463] [Citation(s) in RCA: 131] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 05/28/2018] [Indexed: 12/16/2022] Open
Abstract
Background Contemporary antiretroviral therapies (ART) and management strategies have diminished both human immunodeficiency virus (HIV) treatment failure and the acquired resistance to drugs in resource-rich regions, but transmission of drug-resistant viruses has not similarly decreased. In low- and middle-income regions, ART roll-out has improved outcomes, but has resulted in increasing acquired and transmitted resistances. Our objective was to review resistance to ART drugs and methods to detect it, and to provide updated recommendations for testing and monitoring for drug resistance in HIV-infected individuals. Methods A volunteer panel of experts appointed by the International Antiviral (formerly AIDS) Society–USA reviewed relevant peer-reviewed data that were published or presented at scientific conferences. Recommendations were rated according to the strength of the recommendation and quality of the evidence, and reached by full panel consensus. Results Resistance testing remains a cornerstone of ART. It is recommended in newly-diagnosed individuals and in patients in whom ART has failed. Testing for transmitted integrase strand-transfer inhibitor resistance is currently not recommended, but this may change as more resistance emerges with widespread use. Sanger-based and next-generation sequencing approaches are each suited for genotypic testing. Testing for minority variants harboring drug resistance may only be considered if treatments depend on a first-generation nonnucleoside analogue reverse transcriptase inhibitor. Different HIV-1 subtypes do not need special considerations regarding resistance testing. Conclusions Testing for HIV drug resistance in drug-naive individuals and in patients in whom antiretroviral drugs are failing, and the appreciation of the role of testing, are crucial to the prevention and management of failure of ART.
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Affiliation(s)
- Huldrych F Günthard
- University Hospital Zürich and Institute of Medical Virology, University of Zurich, Switzerland
| | - Vincent Calvez
- Pierre et Marie Curie University and Pitié-Salpêtriere Hospital, Paris, France
| | - Roger Paredes
- Infectious Diseases Service and IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Badalona, Spain.,Africa Health Research Institute, KwaZulu Natal, South Africa
| | | | | | | | | | - Douglas D Richman
- Veterans Affairs San Diego Healthcare System and University of California San Diego
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7
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Beck IA, Levine M, McGrath CJ, Bii S, Milne RS, Kingoo JM, So I, Andersen N, Dross S, Coombs RW, Kiarie J, Chohan B, Sakr SR, Chung MH, Frenkel LM. Pre-treatment HIV-drug resistance associated with virologic outcome of first-line NNRTI-antiretroviral therapy: A cohort study in Kenya. EClinicalMedicine 2020; 18:100239. [PMID: 31956856 PMCID: PMC6962698 DOI: 10.1016/j.eclinm.2019.100239] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 12/05/2019] [Accepted: 12/09/2019] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Pre-treatment HIV-drug-resistance (PDR) to WHO-recommended 1st-line non-nucleoside reverse transcriptase inhibitors (NNRTI)-based antiretroviral treatment (ART) is increasing in low-resource communities. We evaluated the risk of PDR on treatment failure if detected at single or multiple codons, at minority (2-9%) or higher (≥10%) frequencies during efavirenz- vs. nevirapine-ART. METHODS We conducted a pooled analysis across three cohorts of Kenyans initiating 1st-line NNRTI-ART between 2006 and 2014. Mutations K103N, Y181C, G190A, M184V and K65R were detected by an oligonucleotide ligation assay (OLA) and confirmed by Sanger and next-generation sequencing (NGS). PDR was defined as detection of any mutation by OLA when confirmed by NGS. Treatment failure, defined as plasma HIV RNA ≥400 copies/mL at month-12 of ART, was compared by PDR genotypes. FINDINGS PDR was detected in 59/1231 (4·8%) participants. Compared to wild-type genotypes, PDR in participants prescribed nevirapine-ART was associated with increased treatment failure [PDR 69·2% (27/39) vs. wild-type 10·4% (70/674); p = 0·0001], whether detected as minority [66·7% (4/6)] or higher [69·7% (23/33)] frequencies in an individual's HIV quasispecies (p = 0·002 and p < 0·0001, respectively), or mutations at single [50·0% (12/24)] or multiple [100·0% (15/15)] codons (p < 0·0001). During efavirenz-ART, PDR was also associated with increased virologic failure [PDR 25·0% (5/20) vs. wild-type 5·0% (25/498); p = 0·005], but only if detected at multiple drug-resistant codons [50·0% (3/6); p = 0·003] or high frequencies PDR [33·3% (5/15); p = 0·001]. INTERPRETATION The risk that PDR confers for treatment failure varies by number of mutant codons and their frequency in the quasispecies, with a lower risk for efavirenz- compared to nevirapine-based regimens. PDR detection and management could extend the effective use of efavirenz-ART in low-resource settings. FUNDING NIH, PEPFAR.
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Affiliation(s)
- Ingrid A. Beck
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - Molly Levine
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - Christine J. McGrath
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Steve Bii
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - Ross S. Milne
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - James M. Kingoo
- Department of Global Health, University of Washington, Seattle, WA, United States
- Coptic Hope Center for Infectious Diseases, Coptic Hospital, Nairobi, Kenya
| | - Isaac So
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - Nina Andersen
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
| | - Sandra Dross
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Robert W. Coombs
- Department of Medicine, University of Washington, Seattle, WA, United States
- Department of Laboratory Medicine, University of Washington, Seattle, WA, United States
| | - James Kiarie
- Department of Obstetrics and Gynecology, University of Nairobi, Nairobi, Kenya
| | - Bhavna Chohan
- Department of Global Health, University of Washington, Seattle, WA, United States
- Kenya Medical Research Institute, Nairobi, Kenya
| | - Samah R. Sakr
- Coptic Hope Center for Infectious Diseases, Coptic Hospital, Nairobi, Kenya
| | - Michael H. Chung
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Medicine, Aga Khan University, Nairobi, Kenya
| | - Lisa M. Frenkel
- Center for Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA, United States
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Medicine, University of Washington, Seattle, WA, United States
- Department of Laboratory Medicine, University of Washington, Seattle, WA, United States
- Department of Pediatrics, University of Washington, Seattle, WA, United States
- Corresponding author at: Seattle Children's Research Institute, 307 Westlake Ave N, Seattle, WA 98109, United States.
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8
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Boltz VF, Shao W, Bale MJ, Halvas EK, Luke B, McIntyre JA, Schooley RT, Lockman S, Currier JS, Sawe F, Hogg E, Hughes MD, Kearney MF, Coffin JM, Mellors JW. Linked dual-class HIV resistance mutations are associated with treatment failure. JCI Insight 2019; 4:130118. [PMID: 31487271 DOI: 10.1172/jci.insight.130118] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 08/27/2019] [Indexed: 01/23/2023] Open
Abstract
We hypothesized that HIV-1 with dual-class but not single-class drug resistance mutations linked on the same viral genome, present in the virus population before initiation of antiretroviral therapy (ART), would be associated with failure of ART to suppress viremia. To test this hypothesis, we utilized an ultrasensitive single-genome sequencing assay that detects rare HIV-1 variants with linked drug resistance mutations (DRMs). A case (ART failure) control (nonfailure) study was designed to assess whether linkage of DRMs in pre-ART plasma samples was associated with treatment outcome in the nevirapine/tenofovir/emtricitabine arm of the AIDS Clinical Trials Group A5208/Optimal Combined Therapy After Nevirapine Exposure (OCTANE) Trial 1 among women who had received prior single-dose nevirapine. Ultrasensitive single-genome sequencing revealed a significant association between pre-ART HIV variants with DRMs to 2 drug classes linked on the same genome (dual class) and failure of combination ART with 3 drugs to suppress viremia. In contrast, linked, single-class DRMs were not associated with ART failure. We conclude that linked dual-class DRMs present before the initiation of ART are associated with ART failure, whereas linked single-class DRMs are not.
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Affiliation(s)
- Valerie F Boltz
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | - Wei Shao
- Leidos Biomedical Research, Inc., Frederick, Maryland, USA
| | - Michael J Bale
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | | | - Brian Luke
- Leidos Biomedical Research, Inc., Frederick, Maryland, USA
| | | | | | - Shahin Lockman
- Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Fred Sawe
- Kenya Medical Research Institute, Kericho, Kenya
| | - Evelyn Hogg
- Social & Scientific Systems, Silver Spring, Maryland, USA
| | - Michael D Hughes
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Mary F Kearney
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
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9
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Mbunkah HA, Marzel A, Schmutz S, Kok YL, Zagordi O, Shilaih M, Nsanwe NN, Mbu ET, Besong LM, Sama BA, Orock E, Kouyos RD, Günthard HF, Metzner KJ. Low prevalence of transmitted HIV-1 drug resistance detected by a dried blood spot (DBS)-based next-generation sequencing (NGS) method in newly diagnosed individuals in Cameroon in the years 2015-16. J Antimicrob Chemother 2019; 73:1917-1929. [PMID: 29635462 DOI: 10.1093/jac/dky103] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Accepted: 03/02/2018] [Indexed: 11/13/2022] Open
Abstract
Objectives To determine the most recent prevalence, transmission patterns and risk factors of transmitted drug-resistance mutations (TDRMs) in Cameroon, we initiated a multicentre study monitoring HIV-1 drug resistance in newly HIV-1-diagnosed individuals using a novel next-generation sequencing (NGS) assay applicable to fingerprick dried blood spot (DBS) samples. Methods Fingerprick DBS samples and questionnaires were collected from 360 newly HIV-1-diagnosed individuals in four hospitals in urban areas in Cameroon in the years 2015-16. We developed an HIV-1 protease and reverse transcriptase drug resistance genotyping assay applicable to DBS samples and HIV-1 genomes of groups M, N and O. The WHO 2009 list of mutations for surveillance of transmitted drug-resistant HIV strains was used to analyse TDRMs. Results Applying our 'DBS-NGS-genotypic resistance test', baseline HIV-1 drug resistance data were successfully obtained from 82.8% (298/360) of newly diagnosed individuals. At nucleotide frequencies >15%, TDRMs to NRTIs were observed in 3.0% (9/298), to NNRTIs in 4.0% (12/298) and to PIs in 1.3% (3/240). The NNRTI mutation K103N was most commonly detected (2.7%). Expanding the analysis to low-abundance TDRMs, i.e. 3%-15%, 12 additional individuals (4.0%) harbouring TDRMs were identified. Having unprotected sex with a known HIV-1-positive person was significantly associated with the transmission of DRMs (adjusted OR 9.6; 95% CI 1.79-51.3). Conclusions The prevalence of transmitted HIV-1 drug resistance is currently low in the study sites in Cameroon. Evidence of some risky sexual behaviours depicts a public health problem with possible implications for the prevention of new HIV-1 infections.
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Affiliation(s)
- Herbert A Mbunkah
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland.,Life Science Zurich Graduate School, Microbiology and Immunology PhD Programme, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Alex Marzel
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Stefan Schmutz
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Yik Lim Kok
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Osvaldo Zagordi
- Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Mohaned Shilaih
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland
| | - Ndi N Nsanwe
- Regional Hospital Bamenda, PO Box 863, Mankon-Bamenda, Cameroon
| | - Eyongetah T Mbu
- Regional Hospital Bamenda, PO Box 863, Mankon-Bamenda, Cameroon
| | - Lydia M Besong
- District Hospital Kumba, Meme Division, South-West Region, Cameroon
| | - Bella A Sama
- District Hospital Ndop, Ngoketunjia Division, North-West Region, Cameroon
| | - Emmanuel Orock
- Regional Hospital Ngaoundere, Avenue Rue Ahidjo Ngaoundéré, Adamawa, Cameroon
| | - Roger D Kouyos
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Karin J Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Rämistrasse 100, CH-8091 Zurich, Switzerland.,Institute of Medical Virology, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
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10
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Caetano DG, Côrtes FH, Bello G, Teixeira SLM, Hoagland B, Grinsztejn B, Veloso VG, Guimarães ML, Morgado MG. Next-generation sequencing analyses of the emergence and maintenance of mutations in CTL epitopes in HIV controllers with differential viremia control. Retrovirology 2018; 15:62. [PMID: 30201008 PMCID: PMC6131818 DOI: 10.1186/s12977-018-0444-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 09/05/2018] [Indexed: 01/10/2023] Open
Abstract
Background Despite the low level of viral replication in HIV controllers (HICs), studies have reported viral mutations related to escape from cytotoxic T-lymphocyte (CTL) response in HIV-1 plasma sequences. Thus, evaluating the dynamics of the emergence of CTL-escape mutants in HICs reservoirs is important for understanding viremia control. To analyze the HIV-1 mutational profile and dynamics of CTL-escape mutants in HICs, we selected 11 long-term non-progressor individuals and divided them into the following groups: (1) viremic controllers (VCs; n = 5) and (2) elite controllers (ECs; n = 6). For each individual, we used HIV-1 proviral DNA from PBMCs related to earliest (VE) and latest (VL) visits to obtain gag and nef sequences using the Illumina HiSeq system. The consensus of each mapped gene was used to assess viral divergence, and next-generation sequencing data were employed to identify SNPs and variations within and flanking CTL epitopes. Results Divergence analysis showed higher values for nef compared to gag among the HICs. EC and VC groups showed similar divergence rates for both genes. Analysis of the number of SNPs showed that VCs present more variability in both genes. Synonymous/non-synonymous mutation ratios were < 1 for gag among ECs and for nef among ECs and VCs, exhibiting a predominance of non-synonymous mutations. Such mutations were observed in regions encoding CTL-restricted epitopes in all individuals. All ECs presented non-synonymous mutations in CTL epitopes but generally at low frequency (< 1%); all VCs showed a high number of mutations, with significant frequency changes between VE and VL visits. A higher frequency of internal mutations was observed for gag epitopes, with significant changes across visits compared to Nef epitopes, indicating a pattern associated with differential genetic pressure. Conclusions The high genetic conservation of HIV-1 gag and nef among ECs indicates that the higher level of viremia control restricts the evolution of both genes. Although viral replication levels in HICs are low or undetectable, all individuals exhibited CTL epitope mutations in proviral gag and nef variants, indicating that potential CTL escape mutants are present in HIC reservoirs and that situations leading to a disequilibrium of the host-virus relationship can result in the spread of CTL-escape variants. Electronic supplementary material The online version of this article (10.1186/s12977-018-0444-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Diogo Gama Caetano
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Fernanda Heloise Côrtes
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Gonzalo Bello
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Sylvia Lopes Maia Teixeira
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Brenda Hoagland
- Laboratório de Pesquisa Clínica em DST e Aids, Instituto Nacional de Infectologia Evandro Chagas (INI)-FIOCRUZ, Rio de Janeiro, Brazil
| | - Beatriz Grinsztejn
- Laboratório de Pesquisa Clínica em DST e Aids, Instituto Nacional de Infectologia Evandro Chagas (INI)-FIOCRUZ, Rio de Janeiro, Brazil
| | - Valdilea Gonçalves Veloso
- Laboratório de Pesquisa Clínica em DST e Aids, Instituto Nacional de Infectologia Evandro Chagas (INI)-FIOCRUZ, Rio de Janeiro, Brazil
| | - Monick Lindenmeyer Guimarães
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Mariza Gonçalves Morgado
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil.
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11
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Casadellà M, Paredes R. Deep sequencing for HIV-1 clinical management. Virus Res 2016; 239:69-81. [PMID: 27818211 DOI: 10.1016/j.virusres.2016.10.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Revised: 10/10/2016] [Accepted: 10/18/2016] [Indexed: 02/05/2023]
Abstract
The emerging HIV-1 resistance epidemic is threatening the impressive global advances in HIV-1 infection treatment and prevention achieved in the last decade. Next-generation sequencing is improving our ability to understand, diagnose and prevent HIV-1 resistance, being increasingly cost-effective and more accessible. However, NGS still faces a number of limitations that need to be addressed to enable its widespread use. Here, we will review the main NGS platforms available for HIV-1 diagnosis, the factors affecting the clinical utility of NGS testing and the evidence supporting -or not- ultrasensitive genotyping over Sanger sequencing for routine HIV-1 diagnosis. Now that global HIV-1 eradication might be within our reach, making NGS accessible also to LMICs has become a priority. Reductions in sequencing costs, particularly in library preparation, and accessibility to low-cost, robust but simplified automated bioinformatic analyses of NGS data will remain essential to end the HIV-1 pandemic.
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Affiliation(s)
- Maria Casadellà
- IrsiCaixa AIDS Research Institute, Badalona, Spain; Universitat Autònoma de Barcelona, Catalonia, Spain.
| | - Roger Paredes
- IrsiCaixa AIDS Research Institute, Badalona, Spain; Universitat Autònoma de Barcelona, Catalonia, Spain; Universitat de Vic - Central de Catalunya, Vic, Catalonia, Spain; HIV-1 Unit, Hospital Universitari Germans Trias i Pujol, Badalona, Catalonia, Spain
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12
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Eriksen J, Albert J, Blaxhult A, Carlander C, Flamholc L, Gisslén M, Josephson F, Karlström O, Navér L, Svedhem V, Yilmaz A, Sönnerborg A. Antiretroviral treatment for HIV infection: Swedish recommendations 2016. Infect Dis (Lond) 2016; 49:1-34. [PMID: 27804313 DOI: 10.1080/23744235.2016.1247495] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
The Swedish Medical Products Agency and the Swedish Reference Group for Antiviral Therapy (RAV) have jointly published recommendations for the treatment of HIV infection on seven previous occasions (2002, 2003, 2005, 2007, 2009, 2011 and 2014). In February 2016, an expert group under the guidance of RAV once more revised the guidelines. The most important updates in the present guidelines are as follows: Tenofovir alafenamide (TAF) has recently been registered. TAF has several advantages over tenofovir disoproxilfumarate (TDF) and is recommended instead of TDF in most cases. First-line treatment for previously untreated individuals includes dolutegravir, boosted darunavir or efavirenz with either abacavir/lamivudine or tenofovir (TDF/TAF)/emtricitabine. Pre-exposure prophylaxis (PrEP) is recommended for high-risk individuals. As in the case of the previous publication, recommendations are evidence-graded in accordance with the Oxford Centre for Evidence Based Medicine ( http://www.cebm.net/oxford-centre-evidence-based-medicine-levels-evidence-march-2009/ ) ( Table 1 ). This document does not cover treatment of opportunistic infections and tumours. [Table: see text].
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Affiliation(s)
- Jaran Eriksen
- a Department of Clinical Pharmacology , Karolinska University Hospital and Division of Clinical Pharmacology and Department of Laboratory Medicine, Karolinska Institutet , Stockholm , Sweden
| | - Jan Albert
- b Department of Microbiology, Tumor and Cell Biology , Karolinska Institutet and Department of Clinical Microbiology, Karolinska University Hospital , Stockholm , Sweden
| | - Anders Blaxhult
- c Venhälsan, Södersjukhuset and The Swedish Agency for Public Health , Stockholm , Sweden
| | - Christina Carlander
- d Clinic of Infectious Diseases , Västmanland County Hospital , Västerås , Sweden
| | - Leo Flamholc
- e Department of Infectious Diseases , Skåne University Hospital , Malmö , Sweden
| | - Magnus Gisslén
- f Department of Infectious Diseases , Sahlgrenska Academy, University of Gothenburg , Sweden
| | | | - Olof Karlström
- h The Swedish Medical Products Agency, Uppsala and Department of Infectious Diseases , Karolinska University Hospital , Stockholm , Sweden
| | - Lars Navér
- i Division of Pediatrics, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet and Department of Pediatrics , Karolinska University Hospital , Stockholm , Sweden
| | - Veronica Svedhem
- j Department of Infectious Diseases , Karolinska University Hospital and Division of Infectious Diseases and Department of Medicine Huddinge, Karolinska Institutet , Stockholm , Sweden
| | - Aylin Yilmaz
- k Department of Infectious Diseases , Sahlgrenska Academy, University of Gothenburg , Sweden
| | - Anders Sönnerborg
- l Division of Infectious Diseases, Department of Medicine Huddinge , Karolinska Institutet , Stockholm , Sweden ; All members of the Swedish Reference Group for Antiviral Therapy
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13
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HIV-1 drug resistance and resistance testing. INFECTION GENETICS AND EVOLUTION 2016; 46:292-307. [PMID: 27587334 DOI: 10.1016/j.meegid.2016.08.031] [Citation(s) in RCA: 201] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Revised: 08/24/2016] [Accepted: 08/27/2016] [Indexed: 12/23/2022]
Abstract
The global scale-up of antiretroviral (ARV) therapy (ART) has led to dramatic reductions in HIV-1 mortality and incidence. However, HIV drug resistance (HIVDR) poses a potential threat to the long-term success of ART and is emerging as a threat to the elimination of AIDS as a public health problem by 2030. In this review we describe the genetic mechanisms, epidemiology, and management of HIVDR at both individual and population levels across diverse economic and geographic settings. To describe the genetic mechanisms of HIVDR, we review the genetic barriers to resistance for the most commonly used ARVs and describe the extent of cross-resistance between them. To describe the epidemiology of HIVDR, we summarize the prevalence and patterns of transmitted drug resistance (TDR) and acquired drug resistance (ADR) in both high-income and low- and middle-income countries (LMICs). We also review to two categories of HIVDR with important public health relevance: (i) pre-treatment drug resistance (PDR), a World Health Organization-recommended HIVDR surveillance metric and (ii) and pre-exposure prophylaxis (PrEP)-related drug resistance, a type of ADR that can impact clinical outcomes if present at the time of treatment initiation. To summarize the implications of HIVDR for patient management, we review the role of genotypic resistance testing and treatment practices in both high-income and LMIC settings. In high-income countries where drug resistance testing is part of routine care, such an understanding can help clinicians prevent virological failure and accumulation of further HIVDR on an individual level by selecting the most efficacious regimens for their patients. Although there is reduced access to diagnostic testing and to many ARVs in LMIC, understanding the scientific basis and clinical implications of HIVDR is useful in all regions in order to shape appropriate surveillance, inform treatment algorithms, and manage difficult cases.
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14
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High Rates of Drug Resistance Among Newly Diagnosed HIV-infected Children in the National Prevention of Mother-to-child Transmission Program in Togo. Pediatr Infect Dis J 2016; 35:879-85. [PMID: 27167115 DOI: 10.1097/inf.0000000000001203] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Prevention of mother-to-child transmission (PMTCT) programs have been largely scaled-up, but data on infant HIV drug resistance from PMTCT programs implemented in resource-limited countries are lacking. METHODS Remnant dried blood spots from HIV-infected children (aged <18 months) tested through the Togo national early infant diagnosis program during 2012 and 2013 were collected and assessed for HIV drug resistance. Pol-RT (reverse transcriptase) region was amplified, sequenced and analyzed for the presence of drug resistance mutations (DRMs). RESULTS Overall, 121 of 201 (60.2%) newly diagnosed children had detectable DRMs. Among the 131 of 201 (65.2%) children with reported exposure to maternal and/or infant antiretrovirals (ARVs), DRMs were detected in 99 children (75.6%). Importantly, in 41 of 201 children for whom no exposure to ARVs was reported, DRMs were detected in 11 children (26.8%). For 29 children, no data on ARV exposure were available. For the 121 of 201 children with DRMs, 99 of 121 (81.8%) had only nonnucleoside reverse transcriptase inhibitor DRMs detected but 21 of 121 (17.3%) had both nonnucleoside reverse transcriptase inhibitor and nucleoside reverse transcriptase inhibitor (NRTI) DRMs. Among breast-fed children, drug resistance was more frequent when mothers were on antiretroviral therapy (ART), 61 of 75 (81.3%) versus 14 of 39 (35.9%) when mothers were not on ART (P < 0.001). Nucleoside reverse transcriptase inhibitor resistance was more common when mothers were on ART. CONCLUSIONS Scale-up and improvement of PMTCT strategies resulted in a global decrease of pediatric HIV infections, but our study shows high rates of drug resistance in infants for whom prevention failed.
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15
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St. John EP, Simen BB, Turenchalk GS, Braverman MS, Abbate I, Aerssens J, Bouchez O, Gabriel C, Izopet J, Meixenberger K, Di Giallonardo F, Schlapbach R, Paredes R, Sakwa J, Schmitz-Agheguian GG, Thielen A, Victor M, Metzner KJ, Däumer MP. A Follow-Up of the Multicenter Collaborative Study on HIV-1 Drug Resistance and Tropism Testing Using 454 Ultra Deep Pyrosequencing. PLoS One 2016; 11:e0146687. [PMID: 26756901 PMCID: PMC4710461 DOI: 10.1371/journal.pone.0146687] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 12/21/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Ultra deep sequencing is of increasing use not only in research but also in diagnostics. For implementation of ultra deep sequencing assays in clinical laboratories for routine diagnostics, intra- and inter-laboratory testing are of the utmost importance. METHODS A multicenter study was conducted to validate an updated assay design for 454 Life Sciences' GS FLX Titanium system targeting protease/reverse transcriptase (RTP) and env (V3) regions to identify HIV-1 drug-resistance mutations and determine co-receptor use with high sensitivity. The study included 30 HIV-1 subtype B and 6 subtype non-B samples with viral titers (VT) of 3,940-447,400 copies/mL, two dilution series (52,129-1,340 and 25,130-734 copies/mL), and triplicate samples. Amplicons spanning PR codons 10-99, RT codons 1-251 and the entire V3 region were generated using barcoded primers. Analysis was performed using the GS Amplicon Variant Analyzer and geno2pheno for tropism. For comparison, population sequencing was performed using the ViroSeq HIV-1 genotyping system. RESULTS The median sequencing depth across the 11 sites was 1,829 reads per position for RTP (IQR 592-3,488) and 2,410 for V3 (IQR 786-3,695). 10 preselected drug resistant variants were measured across sites and showed high inter-laboratory correlation across all sites with data (P<0.001). The triplicate samples of a plasmid mixture confirmed the high inter-laboratory consistency (mean% ± stdev: 4.6 ±0.5, 4.8 ±0.4, 4.9 ±0.3) and revealed good intra-laboratory consistency (mean% range ± stdev range: 4.2-5.2 ± 0.04-0.65). In the two dilutions series, no variants >20% were missed, variants 2-10% were detected at most sites (even at low VT), and variants 1-2% were detected by some sites. All mutations detected by population sequencing were also detected by UDS. CONCLUSIONS This assay design results in an accurate and reproducible approach to analyze HIV-1 mutant spectra, even at variant frequencies well below those routinely detectable by population sequencing.
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Affiliation(s)
| | - Birgitte B. Simen
- 454 Life Sciences, A Roche Company, Branford, CT, United States of America
| | | | | | - Isabella Abbate
- National Institute for Infectious Diseases “L. Spallanzani, Rome, Italy
| | - Jeroen Aerssens
- Janssen Infectious Diseases—Diagnostics bvba, Beerse, Belgium
| | - Olivier Bouchez
- Plateforme Génomique Toulouse/Laboratoire Génétique Cellulaire, Toulouse, France
| | | | | | | | - Francesca Di Giallonardo
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Ralph Schlapbach
- Functional Genomics Center Zurich, University of Zurich, ETH Zurich, Zurich, Switzerland
| | - Roger Paredes
- Institut de Recerca de la SIDA–IrsiCaixa, Badalona, Spain
| | - James Sakwa
- Technology Innovation Agency-National Genomics Platform, Durban, South Africa
| | | | | | | | - Karin J. Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
- * E-mail:
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16
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Porter DP, Daeumer M, Thielen A, Chang S, Martin R, Cohen C, Miller MD, White KL. Emergent HIV-1 Drug Resistance Mutations Were Not Present at Low-Frequency at Baseline in Non-Nucleoside Reverse Transcriptase Inhibitor-Treated Subjects in the STaR Study. Viruses 2015; 7:6360-70. [PMID: 26690199 PMCID: PMC4690866 DOI: 10.3390/v7122943] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Revised: 11/19/2015] [Accepted: 11/20/2015] [Indexed: 01/02/2023] Open
Abstract
At Week 96 of the Single-Tablet Regimen (STaR) study, more treatment-naïve subjects that received rilpivirine/emtricitabine/tenofovir DF (RPV/FTC/TDF) developed resistance mutations compared to those treated with efavirenz (EFV)/FTC/TDF by population sequencing. Furthermore, more RPV/FTC/TDF-treated subjects with baseline HIV-1 RNA >100,000 copies/mL developed resistance compared to subjects with baseline HIV-1 RNA ≤100,000 copies/mL. Here, deep sequencing was utilized to assess the presence of pre-existing low-frequency variants in subjects with and without resistance development in the STaR study. Deep sequencing (Illumina MiSeq) was performed on baseline and virologic failure samples for all subjects analyzed for resistance by population sequencing during the clinical study (n = 33), as well as baseline samples from control subjects with virologic response (n = 118). Primary NRTI or NNRTI drug resistance mutations present at low frequency (≥2% to 20%) were detected in 6.6% of baseline samples by deep sequencing, all of which occurred in control subjects. Deep sequencing results were generally consistent with population sequencing but detected additional primary NNRTI and NRTI resistance mutations at virologic failure in seven samples. HIV-1 drug resistance mutations emerging while on RPV/FTC/TDF or EFV/FTC/TDF treatment were not present at low frequency at baseline in the STaR study.
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Affiliation(s)
| | - Martin Daeumer
- Seq-IT GmbH & Co. KG, Pfaffplatz 10, 67655 Kaiserslautern, Germany.
| | | | - Silvia Chang
- Gilead Sciences, 333 Lakeside Drive, Foster City, CA 94404, USA.
| | - Ross Martin
- Gilead Sciences, 333 Lakeside Drive, Foster City, CA 94404, USA.
| | - Cal Cohen
- Gilead Sciences, 333 Lakeside Drive, Foster City, CA 94404, USA.
| | - Michael D Miller
- Gilead Sciences, 333 Lakeside Drive, Foster City, CA 94404, USA.
| | - Kirsten L White
- Gilead Sciences, 333 Lakeside Drive, Foster City, CA 94404, USA.
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17
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Derache A, Wallis CL, Vardhanabhuti S, Bartlett J, Kumarasamy N, Katzenstein D. Phenotype, Genotype, and Drug Resistance in Subtype C HIV-1 Infection. J Infect Dis 2015; 213:250-6. [PMID: 26175454 DOI: 10.1093/infdis/jiv383] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 07/06/2015] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Virologic failure in subtype C is characterized by high resistance to first-line antiretroviral (ARV) drugs, including efavirenz, nevirapine, and lamivudine, with nucleoside resistance including type 2 thymidine analog mutations, K65R, a T69del, and M184V. However, genotypic algorithms predicting resistance are mainly based on subtype B viruses and may under- or overestimate drug resistance in non-B subtypes. To explore potential treatment strategies after first-line failure, we compared genotypic and phenotypic susceptibility of subtype C human immunodeficiency virus 1 (HIV-1) following first-line ARV failure. METHODS AIDS Clinical Trials Group 5230 evaluated patients failing an initial nonnucleoside reverse-transcriptase inhibitor (NNRTI) regimen in Africa and Asia, comparing the genotypic drug resistance and phenotypic profile from the PhenoSense (Monogram). Site-directed mutagenesis studies of K65R and T69del assessed the phenotypic impact of these mutations. RESULTS Genotypic algorithms overestimated resistance to etravirine and rilpivirine, misclassifying 28% and 32%, respectively. Despite K65R with the T69del in 9 samples, tenofovir retained activity in >60%. Reversion of the K65R increased susceptibility to tenofovir and other nucleosides, while reversion of the T69del showed increased resistance to zidovudine, with little impact on other NRTI. CONCLUSIONS Although genotype and phenotype were largely concordant for first-line drugs, estimates of genotypic resistance to etravirine and rilpivirine may misclassify subtype C isolates compared to phenotype.
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Affiliation(s)
- Anne Derache
- Division of Infectious Diseases, Stanford University, California
| | - Carole L Wallis
- Department of Molecular Pathology, Lancet Laboratories and BARC-SA, Johannesburg, South Africa
| | | | - John Bartlett
- Duke University Medical Center, Durham, North Carolina
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18
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Zoufaly A, Jochum J, Hammerl R, Nassimi N, Raymond Y, Burchard GD, Schmiedel S, Drexler JF, Campbell NK, Taka N, Awasom C, Metzner KJ, van Lunzen J, Feldt T. Virological failure after 1 year of first-line ART is not associated with HIV minority drug resistance in rural Cameroon . J Antimicrob Chemother 2014; 70:922-5. [PMID: 25428920 DOI: 10.1093/jac/dku470] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES The aim of this study was to describe clinical and virological outcomes in therapy-naive HIV-1-positive patients treated in a routine ART programme in rural Cameroon. METHODS In a prospective cohort, 300 consecutive patients starting first-line ART were enrolled and followed for 12 months. Among 238 patients with available viral load data at Month 12, logistic regression was used to analyse risk factors for virological failure (≥1000 HIV RNA copies/mL) including clinical, immunological and virological parameters, as well as data on drug adherence. Population sequencing was performed to detect the presence of drug-resistance mutations in patients with virological failure at Month 12; minority drug-resistance mutations at baseline were analysed using next-generation sequencing in these patients and matched controls. RESULTS At Month 12, 38/238 (16%) patients experienced virological failure (≥1000 HIV RNA copies/mL). Patients with virological failure were younger, had lower CD4 cell counts and were more often WHO stage 3 or 4 at baseline. Sixty-three percent of patients with virological failure developed at least one drug-resistance mutation. The M184V (n = 18) and K103N (n = 10) mutations were most common. At baseline, 6/30 patients (20%) experiencing virological failure and 6/35 (17%) matched controls had evidence of minority drug-resistance mutations using next-generation sequencing (P = 0.77). Lower CD4 count at baseline (OR per 100 cells/mm(3) lower 1.41, 95% CI 1.02-1.96, P = 0.04) and poorer adherence (OR per 1% lower 1.05, 95% CI 1.02-1.08, P < 0.001) were associated with a higher risk of virological failure. Unavailability of ART at the treatment centre was the single most common cause for incomplete adherence. CONCLUSIONS Virological failure after 1 year of ART was not associated with minority drug resistance at baseline but with incomplete adherence. Strategies to assure adherence and uninterrupted drug supplies are pivotal factors for therapy success.
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Affiliation(s)
- A Zoufaly
- Infectious Diseases Unit, Department of Medicine 1, University Medical Center Hamburg-Eppendorf, Hamburg, Germany Department of Medicine 4, Kaiser Franz Josef Hospital, Vienna, Austria
| | - J Jochum
- Infectious Diseases Unit, Department of Medicine 1, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - R Hammerl
- Clinical Research Unit, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - N Nassimi
- Clinical Research Unit, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - Y Raymond
- Bamenda Regional Hospital, Bamenda, Cameroon
| | - G D Burchard
- Clinical Research Unit, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - S Schmiedel
- Infectious Diseases Unit, Department of Medicine 1, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - J F Drexler
- Institute of Virology, University of Bonn, Bonn, Germany
| | - N K Campbell
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - N Taka
- Bamenda Regional Hospital, Bamenda, Cameroon
| | - C Awasom
- Bamenda Regional Hospital, Bamenda, Cameroon
| | - K J Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - J van Lunzen
- Infectious Diseases Unit, Department of Medicine 1, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - T Feldt
- Clinical Research Unit, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany Clinic of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Düsseldorf, Germany
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Minor viral population with drug-resistant mutation and risk of persistent low-level viremia or 'blips' in HIV-1 subtype C. AIDS 2014; 28:2635-6. [PMID: 25574966 DOI: 10.1097/qad.0000000000000463] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Minority drug-resistant HIV-1 variants in treatment naïve East-African and Caucasian patients detected by allele-specific real-time PCR. PLoS One 2014; 9:e111042. [PMID: 25333961 PMCID: PMC4205091 DOI: 10.1371/journal.pone.0111042] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Accepted: 09/28/2014] [Indexed: 11/19/2022] Open
Abstract
Objective To assess the presence of two major non-nucleoside reverse transcriptase inhibitors (NNRTI) drug resistance mutations (DRMs), Y181C and K103N, in minor viral quasispecies of treatment naïve HIV-1 infected East-African and Swedish patients by allele-specific polymerase chain reaction (AS-PCR). Methods Treatment naïve adults (n = 191) with three epidemiological backgrounds were included: 92 Ethiopians living in Ethiopia; 55 East-Africans who had migrated to Sweden; and 44 Caucasians living in Sweden. The pol gene was analysed by standard population sequencing and by AS-PCR for the detection of Y181C and K103N. Results The Y181C was detected in the minority quasispecies of six Ethiopians (6.5%), in two Caucasians (4.5%), and in one East-African (1.8%). The K103N was detected in one East- African (1.8%), by both methods. The proportion of mutants ranged from 0.25% to 17.5%. Additional DRMs were found in all three treatment naïve patient groups by population sequencing. Conclusions Major NNRTI mutations can be found by AS-PCR in minor quasispecies of treatment naïve HIV-1 infected Ethiopians living in Ethiopia, in East-African and Caucasian patients living in Sweden in whom population sequencing reveal wild-type virus only. Surveys with standard sequencing are likely to underestimate transmitted drug resistance and the presence of resistant minor quasispecies in treatment naïve patients should be topic for future large scale studies.
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