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Moore HP, Palumbo PJ, Notarte KI, Fogel JM, Cummings V, Gamble T, Del Rio C, Batey DS, Mayer KH, Farley JE, Remien RH, Beyrer C, Hudelson SE, Eshleman SH. Performance of the Applied Biosystems HIV-1 Genotyping Kit with Integrase. J Clin Microbiol 2024; 62:e0013624. [PMID: 38727213 DOI: 10.1128/jcm.00136-24] [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: 01/26/2024] [Accepted: 04/15/2024] [Indexed: 06/13/2024] Open
Abstract
HIV genotyping is used to assess HIV susceptibility to antiretroviral drugs. The Applied Biosystems HIV-1 Genotyping Kit with Integrase (AB kit, Thermo Fisher Scientific) detects resistance-associated mutations (RAMs) in HIV protease (PR), reverse transcriptase (RT), and integrase (IN). We compared results from the AB kit with results obtained previously with the ViroSeq HIV-1 Genotyping System. DNA amplicons from the AB kit were also analyzed using next-generation sequencing (NGS). HIV RNA was extracted using the MagNA Pure 24 instrument (Roche Diagnostics; 96 plasma samples, HIV subtype B, viral load range: 530-737,741 copies/mL). FASTA files were generated from AB kit data using Exatype (Hyrax Biosciences). DNA amplicons from the AB kit were also analyzed by NGS using the Nextera XT kit (Illumina). Drug resistance was predicted using the Stanford HIV Drug Resistance Database. The mean genetic distance for sequences from ViroSeq and the AB kit was 0.02% for PR/RT and 0.04% for IN; 103 major RAMs were detected by both methods. Four additional major RAMs were detected by the AB kit only. These four major RAMs were also detected by NGS (detected in 18.1%-38.2% of NGS reads). NGS detected 27 major RAMs that were not detected with either of the Sanger sequencing-based kits. All major RAMs detected with ViroSeq were detected with the AB kit; additional RAMs were detected with the AB kit only. DNA amplicons from the AB kit can be used for NGS for more sensitive detection of RAMs.
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Affiliation(s)
- Hannah P Moore
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Philip J Palumbo
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kin Israel Notarte
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jessica M Fogel
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Vanessa Cummings
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Carlos Del Rio
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - D Scott Batey
- School of Social Work, Tulane Universtiy, New Orleans, Louisiana, USA
| | - Kenneth H Mayer
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
- Fenway Institute, Boston, Massachusetts, USA
| | - Jason E Farley
- The Center for Infectious Disease and Nursing Innovation, Johns Hopkins University School of Nursing, Baltimore, Maryland, USA
| | - Robert H Remien
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, New York, New York, USA
- Department of Psychiatry, Columbia University, New York, New York, USA
| | - Chris Beyrer
- Global Health Institute, Duke University, Durham, North Carolina, USA
| | - Sarah E Hudelson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Susan H Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Ouyang F, Yuan D, Zhai W, Liu S, Zhou Y, Yang H. HIV-1 Drug Resistance Detected by Next-Generation Sequencing among ART-Naïve Individuals: A Systematic Review and Meta-Analysis. Viruses 2024; 16:239. [PMID: 38400015 PMCID: PMC10893194 DOI: 10.3390/v16020239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/31/2023] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND There are an increasing number of articles focused on the prevalence and clinical impact of pretreatment HIV drug resistance (PDR) detected by Sanger sequencing (SGS). PDR may contribute to the increased likelihood of virologic failure and the emergence of new resistance mutations. As SGS is gradually replaced by next-generation sequencing (NGS), it is necessary to assess the levels of PDR using NGS in ART-naïve patients systematically. NGS can detect the viral variants (low-abundance drug-resistant HIV-1 variants (LA-DRVs)) of virus quasi-species at levels below 20% that SGS may fail to detect. NGS has the potential to optimize current HIV drug resistance surveillance methods and inform future research directions. As the NGS technique has high sensitivity, it is highly likely that the level of pretreatment resistance would be underestimated using conventional techniques. METHODS For the systematic review and meta-analysis, we searched for original studies published in PubMed, Web of Science, Scopus, and Embase before 30 March 2023 that focused exclusively on the application of NGS in the detection of HIV drug resistance. Pooled prevalence estimates were calculated using a random effects model using the 'meta' package in R (version 4.2.3). We described drug resistance detected at five thresholds (>1%, 2%, 5%, 10%, and 20% of virus quasi-species). Chi-squared tests were used to analyze differences between the overall prevalence of PDR reported by SGS and NGS. RESULTS A total of 39 eligible studies were selected. The studies included a total of 15,242 ART-naïve individuals living with HIV. The prevalence of PDR was inversely correlated with the mutation detection threshold. The overall prevalence of PDR was 29.74% at the 1% threshold, 22.43% at the 2% threshold, 15.47% at the 5% threshold, 12.95% at the 10% threshold, and 11.08% at the 20% threshold. The prevalence of PDR to INSTIs was 1.22% (95%CI: 0.58-2.57), which is the lowest among the values for all antiretroviral drugs. The prevalence of LA-DRVs was 9.45%. At the 2% and 20% detection threshold, the prevalence of PDR was 22.43% and 11.08%, respectively. Resistance to PIs and INSTIs increased 5.52-fold and 7.08-fold, respectively, in those with a PDR threshold of 2% compared with those with PDR at 20%. However, resistance to NRTIs and NNRTIs increased 2.50-fold and 2.37-fold, respectively. There was a significant difference between the 2% and 5% threshold for detecting HIV drug resistance. There was no statistically significant difference between the results reported by SGS and NGS when using the 20% threshold for reporting resistance mutations. CONCLUSION In this study, we found that next-generation sequencing facilitates a more sensitive detection of HIV-1 drug resistance than SGS. The high prevalence of PDR emphasizes the importance of baseline resistance and assessing the threshold for optimal clinical detection using NGS.
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Affiliation(s)
- Fei Ouyang
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing 210009, China; (F.O.); (D.Y.); (W.Z.); (S.L.)
| | - Defu Yuan
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing 210009, China; (F.O.); (D.Y.); (W.Z.); (S.L.)
| | - Wenjing Zhai
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing 210009, China; (F.O.); (D.Y.); (W.Z.); (S.L.)
| | - Shanshan Liu
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing 210009, China; (F.O.); (D.Y.); (W.Z.); (S.L.)
| | - Ying Zhou
- Department of HIV/STD Control and Prevention, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China
| | - Haitao Yang
- Key Laboratory of Environmental Medicine Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing 210009, China; (F.O.); (D.Y.); (W.Z.); (S.L.)
- Jiangsu Health Development Research Center, Nanjing 210029, China
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Li M, Song C, Hu J, Dong A, Kang R, Feng Y, Xing H, Ruan Y, Shao Y, Hong K, Liao L. Impact of pretreatment low-abundance HIV-1 drug resistance on virological failure after 1 year of antiretroviral therapy in China. J Antimicrob Chemother 2023; 78:2743-2751. [PMID: 37769159 DOI: 10.1093/jac/dkad297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 09/14/2023] [Indexed: 09/30/2023] Open
Abstract
OBJECTIVES To assess the impact of pretreatment low-abundance HIV drug-resistant variants (LA-DRVs) on virological outcomes among ART-naive HIV-1-infected Chinese people who initiated ART. METHODS A nested case-control study was conducted among HIV-1-infected individuals who had pretreatment drug resistance (PDR) genotypic results. Cases were defined as individuals with virological failure (HIV-1 RNA viral load ≥1000 copies/mL) after 1 year of ART, and controls were individuals from the same cohort whose viral load was less than 1000 copies/mL. Next-generation sequencing was used to identify low-abundance PDR mutations at detection thresholds of 10%, 2% and 1%. The mutant load was calculated by multiplying the abundance of HIV-1 drug-resistant variants by the pretreatment viral load. The impact of pretreatment low-abundance mutations on virological failure was estimated in logistic regression models. RESULTS Participants (43 cases and 100 controls) were included in this study for the analysis. The proportion of participants with PDR was higher in cases than in controls at different detection thresholds (44.2% versus 22.0%, P = 0.007 at 10% threshold; 58.1% versus 31.0%, P = 0.002 at 2% threshold; 90.7% versus 69.0%, P = 0.006 at 1% threshold). Compared with participants without PDR, participants with ≥10% detectable PDR mutations were associated with an increased risk of virological failure (adjusted OR 8.0, 95% CI 2.4-26.3, P = 0.001). Besides this, individuals with pretreatment LA-DRVs (2%-9% abundance range) had 5-fold higher odds of virological failure (adjusted OR 5.0, 95% CI 1.3-19.6, P = 0.021). Furthermore, LA-DRVs at 2%-9% abundance resistant to NRTIs and mutants with abundance of ≥10% resistant to NNRTIs had a 4-fold and 8-fold risk of experiencing virological failure, respectively. It was also found that a mutant load of more than 1000 copies/mL was predictive of virological failure (adjusted OR 7.2, 95% CI 2.5-21.1, P = 0.0003). CONCLUSIONS Low-abundance PDR mutations ranging from 2% to 9% of abundance can increase the risk of virological failure. Further studies are warranted to define a clinically relevant threshold of LA-DRVs and the role of NRTI LA-DRVs.
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Affiliation(s)
- Miaomiao Li
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Chang Song
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Jing Hu
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Aobo Dong
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Ruihua Kang
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Yi Feng
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Hui Xing
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Yuhua Ruan
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Yiming Shao
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Kunxue Hong
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
| | - Lingjie Liao
- National Center for AIDS/STD Control and Prevention (NCAIDS), Chinese Center for Disease Control and Prevention (China CDC), Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Beijing 102206, China
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Raymond S, Jeanne N, Nicot F, Dimeglio C, Carcenac R, Harter A, Ranger N, Martin-Blondel G, Delobel P, Izopet J. HIV-1 resistance genotyping by ultra-deep sequencing and 6-month virological response to first-line treatment. J Antimicrob Chemother 2023; 78:346-353. [PMID: 36449383 DOI: 10.1093/jac/dkac391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/28/2022] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVES To evaluate the routine use of the Sentosa ultra-deep sequencing (UDS) system for HIV-1 polymerase resistance genotyping in treatment-naïve individuals and to analyse the virological response (VR) to first-line antiretroviral treatment. METHODS HIV drug resistance was determined on 237 consecutive samples from treatment-naïve individuals using the Sentosa UDS platform with two mutation detection thresholds (3% and 20%). VR was defined as a plasma HIV-1 virus load <50 copies/mL after 6 months of treatment. RESULTS Resistance to at least one antiretroviral drug with a mutation threshold of 3% was identified in 29% and 16% of samples according to ANRS and Stanford algorithms, respectively. The ANRS algorithm also revealed reduced susceptibility to at least one protease inhibitor (PI) in 14.3% of samples, to one reverse transcriptase inhibitor in 12.7%, and to one integrase inhibitor (INSTI) in 5.1%. For a mutation threshold of 20%, resistance was identified in 24% and 13% of samples according to ANRS and Stanford algorithms, respectively. The 6 months VR was 87% and was similar in the 58% of patients given INSTI-based treatment, in the 16% given PI-based treatment and in the 9% given NNRTI-based treatment. Multivariate analysis indicated that the VR was correlated with the baseline HIV virus load and resistance to at least one PI at both 3% and 20% mutation detection thresholds (ANRS algorithm). CONCLUSIONS The Vela UDS platform is appropriate for determining antiretroviral resistance in patients on a first-line antiretroviral treatment. Further studies are needed on the use of UDS for therapeutic management.
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Affiliation(s)
- Stéphanie Raymond
- Toulouse Institute for Infectious and Inflammatory Diseases (INFINITy), INSERM UMR 1291 - CNRS UMR 5051, Toulouse, France.,CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Nicolas Jeanne
- CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Florence Nicot
- CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Chloé Dimeglio
- CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Romain Carcenac
- CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Agnès Harter
- CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Noémie Ranger
- CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
| | - Guillaume Martin-Blondel
- Toulouse Institute for Infectious and Inflammatory Diseases (INFINITy), INSERM UMR 1291 - CNRS UMR 5051, Toulouse, France.,CHU de Toulouse, Hôpital Purpan, Service des Maladies Infectieuses et Tropicales, Toulouse, F-31300France
| | - Pierre Delobel
- Toulouse Institute for Infectious and Inflammatory Diseases (INFINITy), INSERM UMR 1291 - CNRS UMR 5051, Toulouse, France.,CHU de Toulouse, Hôpital Purpan, Service des Maladies Infectieuses et Tropicales, Toulouse, F-31300France
| | - Jacques Izopet
- Toulouse Institute for Infectious and Inflammatory Diseases (INFINITy), INSERM UMR 1291 - CNRS UMR 5051, Toulouse, France.,CHU de Toulouse, Hôpital Purpan, Laboratoire de Virologie, Toulouse, F-31300France
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MILNE RS, BECK IA, LEVINE M, SO I, ANDERSEN N, DENG W, PANPRADIST N, KINGOO J, KIPTINNESS C, YATICH N, KIARIE JN, SAKR SR, CHUNG MH, FRENKEL LM. Low-frequency pre-treatment HIV drug resistance: effects on 2-year outcome of first-line efavirenz-based antiretroviral therapy. AIDS 2022; 36:1949-1958. [PMID: 36305180 PMCID: PMC9623471 DOI: 10.1097/qad.0000000000003361] [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] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Assess the impact of pre-treatment high-frequency and low-frequency drug-resistant HIV variants on long-term outcomes of first-line efavirenz-based antiretroviral therapy (ART). DESIGN Prospective observational study. METHODS Participants' pre-treatment plasma RNA had two sections of HIV pol encoding reverse transcriptase sequenced (Illumina, MiSeq) using unique molecular identifiers to detect wild-type (pre-treatment drug-resistant variants less than 1% of viral quasispecies), low-frequency (1-9%) or high-frequency drug-resistant variants (10-100%). Associations between pre-treatment drug resistance and virologic outcomes over 24 months of efavirenz-based ART were assessed for the number and frequency of mutations by drug class and other resistance parameters. RESULTS Virologic failure was detected in 30 of 352 (9%) and pre-treatment drug-resistant variants were detected in the viral quasispecies of 31 of 352 (9%) participants prescribed efavirenz-based ART. Survival analyses revealed statistically significant associations between pre-treatment drug resistance at low (P < 0.0001) and high (P < 0.001) frequencies, at oligonucleotide ligation assay (OLA) (P < 0.00001) and non-OLA (P < 0.01) codons, to a single-antiretroviral class (P < 0.00001), and a shorter time to virologic failure of efavirenz-based ART. Regression analyses detected independent effects across resistance categories, including both low-frequency (P < 0.01) and high-frequency (P < 0.001) drug-resistant variants. CONCLUSION We observed that pre-treatment HIV drug resistance detected at low frequencies increased the risk of virologic failure over 24 months of efavirenz-based ART, but that most failures, regardless of drug-resistant variants' frequencies, were detected within a year of ART initiation. These observations suggest that when efavirenz-based ART is prescribed, screening for pre-treatment drug resistance by an assay capable of detecting low-frequency variants, including OLA, may guide clinicians to prescribe more effective ART.
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Affiliation(s)
- Ross S. MILNE
- Seattle Children’s Research Institute, Seattle, Washington, USA
| | - Ingrid A. BECK
- Seattle Children’s Research Institute, Seattle, Washington, USA
| | - Molly LEVINE
- Seattle Children’s Research Institute, Seattle, Washington, USA
| | - Isaac SO
- Seattle Children’s Research Institute, Seattle, Washington, USA
| | - Nina ANDERSEN
- Seattle Children’s Research Institute, Seattle, Washington, USA
| | - Wenjie DENG
- University of Washington, Seattle, Washington, USA
| | | | - James KINGOO
- University of Washington, Seattle, Washington, USA
- Coptic Hospital, Nairobi, Kenya
| | | | - Nelly YATICH
- University of Washington, Seattle, Washington, USA
| | | | | | | | - Lisa M. FRENKEL
- Seattle Children’s Research Institute, Seattle, Washington, USA
- University of Washington, Seattle, Washington, USA
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Kemp SA, Charles OJ, Derache A, Smidt W, Martin DP, Iwuji C, Adamson J, Govender K, de Oliveira T, Dabis F, Pillay D, Goldstein RA, Gupta RK. HIV-1 Evolutionary Dynamics under Nonsuppressive Antiretroviral Therapy. mBio 2022; 13:e0026922. [PMID: 35446121 PMCID: PMC9239331 DOI: 10.1128/mbio.00269-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 03/28/2022] [Indexed: 12/19/2022] Open
Abstract
Prolonged virologic failure on 2nd-line protease inhibitor (PI)-based antiretroviral therapy (ART) without emergence of major protease mutations is well recognized and provides an opportunity to study within-host evolution in long-term viremic individuals. Using next-generation sequencing and in silico haplotype reconstruction, we analyzed whole-genome sequences from longitudinal plasma samples of eight chronically infected HIV-1-positive individuals failing 2nd-line regimens from the French National Agency for AIDS and Viral Hepatitis Research (ANRS) 12249 Treatment as Prevention (TasP) trial. On nonsuppressive ART, there were large fluctuations in synonymous and nonsynonymous variant frequencies despite stable viremia. Reconstructed haplotypes provided evidence for selective sweeps during periods of partial adherence, and viral haplotype competition, during periods of low drug exposure. Drug resistance mutations in reverse transcriptase (RT) were used as markers of viral haplotypes in the reservoir, and their distribution over time indicated recombination. We independently observed linkage disequilibrium decay, indicative of recombination. These data highlight dramatic changes in virus population structure that occur during stable viremia under nonsuppressive ART. IMPORTANCE HIV-1 infections are most commonly initiated with a single founder virus and are characterized by extensive inter- and intraparticipant genetic diversity. However, existing literature on HIV-1 intrahost population dynamics is largely limited to untreated infections, predominantly in subtype B-infected individuals. The manuscript characterizes viral population dynamics in long-term viremic treatment-experienced individuals, which has not been previously characterized. These data are particularly relevant for understanding HIV dynamics but can also be applied to other RNA viruses. With this unique data set we propose that the virus is highly unstable, and we have found compelling evidence of HIV-1 within-host viral diversification, recombination, and haplotype competition during nonsuppressive ART.
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Affiliation(s)
- Steven A. Kemp
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), University of Cambridge, Cambridge, United Kingdom
| | - Oscar J. Charles
- Division of Infection & Immunity, University College London, London, United Kingdom
| | - Anne Derache
- Africa Health Research Institute, Durban, South Africa
| | - Werner Smidt
- Africa Health Research Institute, Durban, South Africa
| | - Darren P. Martin
- Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa
| | - Collins Iwuji
- Africa Health Research Institute, Durban, South Africa
- Research Department of Infection and Population Health, University College London, United Kingdom
| | - John Adamson
- Africa Health Research Institute, Durban, South Africa
| | | | - Tulio de Oliveira
- Africa Health Research Institute, Durban, South Africa
- KRISP - KwaZulu-Natal Research and Innovation Sequencing Platform, UKZN, Durban, South Africa
| | - Francois Dabis
- INSERM U1219-Centre Inserm Bordeaux Population Health, Université de Bordeaux, France
- Université de Bordeaux, ISPED, Centre INSERM U1219-Bordeaux Population Health, France
| | - Deenan Pillay
- Division of Infection & Immunity, University College London, London, United Kingdom
| | - Richard A. Goldstein
- Division of Infection & Immunity, University College London, London, United Kingdom
| | - Ravindra K. Gupta
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), University of Cambridge, Cambridge, United Kingdom
- Africa Health Research Institute, Durban, South Africa
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Nascimento FF, Ragonnet-Cronin M, Golubchik T, Danaviah S, Derache A, Fraser C, Volz E. Evaluating whole HIV-1 genome sequence for estimation of incidence and migration in a rural South African community. Wellcome Open Res 2022. [DOI: 10.12688/wellcomeopenres.17891.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: South Africa has the largest number of people living with HIV (PLWHIV) in the world, with HIV prevalence and transmission patterns varying greatly between provinces. Transmission between regions is still poorly understood, but phylodynamics of HIV-1 evolution can reveal how many infections are attributable to contacts outside a given community. We analysed whole genome HIV-1 genetic sequences to estimate incidence and the proportion of transmissions between communities in Hlabisa, a rural South African community. Methods: We separately analysed HIV-1 for gag, pol, and env genes sampled from 2,503 PLWHIV. We estimated time-scaled phylogenies by maximum likelihood under a molecular clock model. Phylodynamic models were fitted to time-scaled trees to estimate transmission rates, effective number of infections, incidence through time, and the proportion of infections imported to Hlabisa. We also partitioned time-scaled phylogenies with significantly different distributions of coalescent times. Results: Phylodynamic analyses showed similar trends in epidemic growth rates between 1980 and 1990. Model-based estimates of incidence and effective number of infections were consistent across genes. Parameter estimates with gag were generally smaller than those estimated with pol and env. When estimating the proportions of new infections in Hlabisa from immigration or transmission from external sources, our posterior median estimates were 85% (95% credible interval (CI) = 78%–92%) for gag, 62% (CI = 40%–78%) for pol, and 77% (CI = 58%–90%) for env in 2015. Analysis of phylogenetic partitions by gene showed that most close global reference sequences clustered within a single partition. This suggests local evolving epidemics or potential unmeasured heterogeneity in the population. Conclusions: We estimated consistent epidemic dynamic trends for gag, pol and env genes using phylodynamic models. There was a high probability that new infections were not attributable to endogenous transmission within Hlabisa, suggesting high inter-connectedness between communities in rural South Africa.
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HIV-1 pretreatment drug resistance negatively impacts outcomes of first-line antiretroviral treatment. AIDS 2022; 36:923-931. [PMID: 35113046 DOI: 10.1097/qad.0000000000003182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Pretreatment drug resistance (PDR) prevalence in sub-Saharan Africa is rising, but evidence of its impact on efavirenz (EFV)-based antiretroviral treatment (ART) is inconclusive. We determined the impact of PDR on outcomes of EFV-based ART in a subanalysis of a randomized clinical trial comparing different ART monitoring strategies implemented at a rural treatment facility in Limpopo, South Africa. METHODS Participants initiating EFV-based first-line ART (2015-2017) were enrolled and received 96 weeks follow-up. Resistance to nucleos(t)ide reverse transcriptase inhibitors (NRTIs) and non-NRTI's (NNRTIs) was retrospectively assessed by population-based sequencing. Virological failure was defined as a viral load of at least 1000 copies/ml after at least 24 weeks of ART. RESULTS A total of 207 participants were included, 60.4% (125/207) of whom were female. Median age was 38.8 (interquartile range: 31.4-46.7) years. Median CD4+ cell count was 191 (interquartile range: 70-355) cells/μl. PDR was detected in 12.9% (25/194) of participants with available sequencing results; 19 had NNRTI-resistance, and six had NRTI- and NNRTI-resistance. 26.0% of participants (40/154) with sequencing results and virological follow-up developed virological failure. PDR was independently associated with failure (adjusted hazard ratio: 3.7 [95% confidence interval: 1.68.5], P = 0.002). At failure, 87.5% (7/8) of participants with PDR harboured dual-class resistant virus, versus 16.7% (4/24) of participants without PDR (P = 0.0007). Virological resuppression after failure on first-line ART occurred in 57.7% (15/26) of participants without PDR versus 14.3% (1/7) of participants with PDR (P = 0.09). CONCLUSION PDR was detected in 13% of study participants. PDR significantly increased the risk of virological failure of EFV-based ART. Accumulation of resistance at failure and inability to achieve virological resuppression illustrates the profound impact of PDR on treatment outcomes.
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Dookie N, Khan A, Padayatchi N, Naidoo K. Application of Next Generation Sequencing for Diagnosis and Clinical Management of Drug-Resistant Tuberculosis: Updates on Recent Developments in the Field. Front Microbiol 2022; 13:775030. [PMID: 35401475 PMCID: PMC8988194 DOI: 10.3389/fmicb.2022.775030] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 02/17/2022] [Indexed: 11/30/2022] Open
Abstract
The World Health Organization’s End TB Strategy prioritizes universal access to an early diagnosis and comprehensive drug susceptibility testing (DST) for all individuals with tuberculosis (TB) as a key component of integrated, patient-centered TB care. Next generation whole genome sequencing (WGS) and its associated technology has demonstrated exceptional potential for reliable and comprehensive resistance prediction for Mycobacterium tuberculosis isolates, allowing for accurate clinical decisions. This review presents a descriptive analysis of research describing the potential of WGS to accelerate delivery of individualized care, recent advances in sputum-based WGS technology and the role of targeted sequencing for resistance detection. We provide an update on recent research describing the mechanisms of resistance to new and repurposed drugs and the dynamics of mixed infections and its potential implication on TB diagnosis and treatment. Whilst the studies reviewed here have greatly improved our understanding of recent advances in this arena, it highlights significant challenges that remain. The wide-spread introduction of new drugs in the absence of standardized DST has led to rapid emergence of drug resistance. This review highlights apparent gaps in our knowledge of the mechanisms contributing to resistance for these new drugs and challenges that limit the clinical utility of next generation sequencing techniques. It is recommended that a combination of genotypic and phenotypic techniques is warranted to monitor treatment response, curb emerging resistance and further dissemination of drug resistance.
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Affiliation(s)
- Navisha Dookie
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
- *Correspondence: Navisha Dookie,
| | - Azraa Khan
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - Nesri Padayatchi
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
- South African Medical Research Council (SAMRC), CAPRISA HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
| | - Kogieleum Naidoo
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
- South African Medical Research Council (SAMRC), CAPRISA HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
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10
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Ogola B, Matume ND, Mavhandu-Ramarumo LG, Tebit DM, Bessong PO. Drug Resistance Mutations in a Population Before Antiretroviral Therapy Initiation in Northern South Africa. AIDS Res Hum Retroviruses 2022; 38:248-256. [PMID: 34107774 DOI: 10.1089/aid.2021.0026] [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: 11/13/2022] Open
Abstract
South Africa introduced the "diagnose and treat" universal HIV treatment program in September 2016. This program enables all identified HIV-positive patients to immediately start first-line antiretroviral therapy (ART). However, the presence of drug-resistant (DR) viruses in the drug-naive population complicates the choice of ART. We used next-generation sequencing (NGS) to determine the prevalence and diversity of HIV DR mutations in patients entering HIV treatment programs in northern South Africa. RNA was isolated from plasma of drug-naive HIV-1-infected patients. Using reverse transcriptase polymerase chain reaction, the HIV-1-pol gene comprising the complete protease (PR) and the first 900 bp of reverse transcriptase (RT) was amplified and sequenced on an Illumina MiniSeq platform. Consensus sequences were derived at >20% threshold and at >5% threshold using Geneious PRIME® software version 2020.1.2. HIV-1 surveillance drug resistance mutations (SDRM) were inferred using Calibrated Population Resistance tool in HIV Drug Resistance Database. Viral subtypes were determined using REGA and RIP genotyping tools. The HIV PR/RT region was successfully sequenced from 241 patients. From these, 23 (9.5%) had at least one SDRM detected at >20% threshold, with a prevalence of 9.5% (n = 18), 3% (n = 7), and 0.4% (n = 1) for non-nucleoside reverse transcriptase inhibitors (NNRTI), nucleoside reverse transcriptase inhibitors (NRTI), and protease inhibitors (PI), respectively. The number of patients with SDRM increased to 31 (12.9%) when minority variants were accounted for at >5% threshold. The most frequent SDRMs based on drug class were; K103N (7.9%-NNRTI), K65R (2.5%-NRTI), and D30N (0.8%-PI). Four cases of dual NRTI/NNRTI mutations were identified. All consensus sequences were subtype C, except three, which were C/A1, C/F1, and C/G recombinants. NGS analysis confirms that individuals entering HIV treatment programs in northern South Africa, habor moderate levels of SDRM, including cases of dual-class drug resistance. Further SDRM studies may be required to better understand resistance in the drug-naive population in the era of "diagnose and treat" in Limpopo Province, South Africa.
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Affiliation(s)
- Bixa Ogola
- HIV/AIDS & Global Health Research Program, University of Venda, Thohoyandou, South Africa
| | - Nontokozo D. Matume
- HIV/AIDS & Global Health Research Program, University of Venda, Thohoyandou, South Africa
| | | | - Denis M. Tebit
- HIV/AIDS & Global Health Research Program, University of Venda, Thohoyandou, South Africa
- Global Biomed Scientific LLC, PO Box 2368, Forest, VA 24551, USA
| | - Pascal O. Bessong
- HIV/AIDS & Global Health Research Program, University of Venda, Thohoyandou, South Africa
- Center for Global Health Equity, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
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11
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Kuznetsova A, Lebedev A, Gromov K, Kazennova E, Zazzi M, Incardona F, Sönnerborg A, Bobkova M. Pre‐existing singleton E138A mutations in the reverse transcriptase gene do not affect the efficacy of first‐line antiretroviral therapy regimens using rilpivirine in human immunodeficiency virus‐infected patients. Clin Case Rep 2022; 10:e05373. [PMID: 35140966 PMCID: PMC8813671 DOI: 10.1002/ccr3.5373] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 09/15/2021] [Accepted: 01/19/2022] [Indexed: 11/09/2022] Open
Abstract
General consensus suggests that even singleton E138A mutations in HIV reverse transcriptase at baseline are associated with resistance to rilpivirine (RPV). We detected 11 pre‐existing E138A carriers treated with RPV in the pan European EuResist database. However, all 11 patients presented with full virological efficacy for first‐line RPV‐based ART regimens.
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Affiliation(s)
- Anna Kuznetsova
- Gamaleya Centre for epidemiology and microbiology Moscow Russia
| | - Aleksey Lebedev
- Gamaleya Centre for epidemiology and microbiology Moscow Russia
| | | | - Elena Kazennova
- Gamaleya Centre for epidemiology and microbiology Moscow Russia
| | | | | | | | - Marina Bobkova
- Gamaleya Centre for epidemiology and microbiology Moscow Russia
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12
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Orievulu K, Ayeb-Karlsson S, Ngwenya N, Ngema S, McGregor H, Adeagbo O, Siedner MJ, Hanekom W, Kniveton D, Seeley J, Iwuji C. Economic, social and demographic impacts of drought on treatment adherence among people living with HIV in rural South Africa: A qualitative analysis. CLIMATE RISK MANAGEMENT 2022; 36:100423. [PMID: 36923966 PMCID: PMC7614312 DOI: 10.1016/j.crm.2022.100423] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
The 2015 El Niño-triggered drought in Southern Africa caused widespread economic and livelihood disruption in South Africa, imposing multiple physical and health challenges for rural populations including people living with HIV (PLHIV). We examined the economic, social and demographic impacts of drought drawing on 27 in-depth interviews in two cohorts of PLHIV in Hlabisa, uMkhanyakude district, KwaZulu-Natal. Thematic analysis revealed how drought-enforced soil water depletion, dried-up rivers, and dams culminated in a continuum of events such as loss of livestock, reduced agricultural production, and insufficient access to water and food which was understood to indirectly have a negative impact on HIV treatment adherence. This was mediated through disruptions in incomes, livelihoods and food systems, increased risk to general health, forced mobility and exacerbation of contextual vulnerabilities linked to poverty and unemployment. The systems approach, drawn from interview themes, hypothesises the complex pathways of plausible networks of impacts from drought through varying socioeconomic factors, exacerbating longstanding contextual precarity, and ultimately challenging HIV care utilisation. Understanding the multidimensional relationships between climate change, especially drought, and poor HIV care outcomes through the prism of contextual vulnerabilities is vital for shaping policy interventions.
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Affiliation(s)
- Kingsley Orievulu
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Brighton, UK
- Centre for Africa-China Studies, University of Johannesburg, Johannesburg, South Africa
- Division of Infection and Immunity, University College London, London, UK
| | - Sonja Ayeb-Karlsson
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Brighton, UK
- United Nations University Institute for Environment and Human Security, Bonn, Germany
- Institute for Risk and Disaster Reduction, University College London, London, United Kingdom
| | | | - Sthembile Ngema
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | | | - Oluwafemi Adeagbo
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Department of Health Promotion, Education & Behaviour, University of South Carolina, USA
- Department of Sociology, University of Johannesburg, Johannesburg, South Africa
| | - Mark J. Siedner
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Harvard Medical School, Boston, MA 02114, USA
| | - Willem Hanekom
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Division of Infection and Immunity, University College London, London, UK
| | | | - Janet Seeley
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Global Health and Development Department, London School of Hygiene and Tropical Medicine, London, UK
| | - Collins Iwuji
- Africa Health Research Institute, KwaZulu-Natal, South Africa
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Brighton, UK
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Iwuji C, Osler M, Mazibuko L, Hounsome N, Ngwenya N, Chimukuche RS, Khoza T, Gareta D, Sunpath H, Boulle A, Herbst K. Optimised electronic patient records to improve clinical monitoring of HIV-positive patients in rural South Africa (MONART trial): study protocol for a cluster-randomised trial. BMC Infect Dis 2021; 21:1266. [PMID: 34930182 PMCID: PMC8686584 DOI: 10.1186/s12879-021-06952-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 12/06/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There is poor viral load monitoring (VLM) and inadequate management of virological failure in HIV-positive individuals on antiretroviral therapy in rural KwaZulu-Natal, South Africa. This could be contributing to increasing HIV drug resistance in the setting. This study aims to investigate the clinical and process impediments in VLM within the health system and to evaluate a quality improvement package (QIP) to address the identified gaps. The QIP comprises (i) a designated viral load champion responsible for administrative management and triaging of viral load results (ii) technological enhancement of the routine clinic-based Three Interlinked Electronic Register (TIER.Net) to facilitate daily automatic import of viral load results from the National Health Service Laboratory to TIER.Net (iii) development of a dashboard system to support VLM. METHODS/DESIGN The study will evaluate the effectiveness of the QIP compared to current care for improving VLM and virological suppression using an effectiveness implementation hybrid type 3 design. This will use a cluster-randomised design with the primary healthcare clinics as the unit of randomisation with ten clinics randomised in a 1:1 ratio to either the intervention or control arm. We will enrol 150 HIV-positive individuals who had been on ART for ≥ 12 months from each of the ten clinics (750 in 5 intervention clinics vs. 750 in 5 control clinics) and follow them up for a period of 12 months. The primary outcome is the proportion of all patients who have a viral load (VL) measurement and are virally suppressed (composite outcome) after 12 months of follow up. Secondary outcomes during follow up include proportion of all patients with at least one documented VL in TIER.Net, proportion with VL ≥ 50 copies/mL, proportion with VL ≥ 1000 copies/mL (virological failure) and subsequent switch to second-line ART. DISCUSSION We aim to provide evidence that a staff-centred quality improvement package, designated viral load monitoring champion, and augmentation of TIER.Net with a dashboard system will improve viral load monitoring and lead to improved virological suppression. TRIAL REGISTRATION This trial is registered on ClinicalTrials.gov on 8 Oct 2021. Identifier: NCT05071573; https://clinicaltrials.gov/ct2/show/NCT05071573?term=NCT05071573&draw=2&rank=1.
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Affiliation(s)
- Collins Iwuji
- Department of Global Health Infection, Brighton and Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9PX, UK. .,Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa.
| | - Meg Osler
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Lusanda Mazibuko
- Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa
| | - Natalia Hounsome
- Department of Global Health Infection, Brighton and Sussex Medical School, University of Sussex, Falmer, Brighton, BN1 9PX, UK
| | - Nothando Ngwenya
- Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa
| | | | - Thandeka Khoza
- Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa
| | - Dickman Gareta
- Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa
| | - Henry Sunpath
- Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Andrew Boulle
- Centre for Infectious Disease Epidemiology and Research, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa.,Department of Health, Provincial Government of the Western Cape, Cape Town, South Africa
| | - Kobus Herbst
- Africa Health Research Institute, Durban, KwaZulu-Natal, South Africa.,DSI-MRC South African Population Research Infrastructure Network, Durban, South Africa
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Reepalu A, Arimide DA, Balcha TT, Yeba H, Zewdu A, Medstrand P, Björkman P. Drug Resistance in HIV-Positive Adults During the Initial Year of Antiretroviral Treatment at Ethiopian Health Centers. Open Forum Infect Dis 2021; 8:ofab106. [PMID: 34805444 PMCID: PMC8597620 DOI: 10.1093/ofid/ofab106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 03/03/2021] [Indexed: 11/30/2022] Open
Abstract
Background The increasing prevalence of antiretroviral drug resistance in Sub-Saharan
Africa threatens the success of HIV programs. We have characterized patterns
of drug resistance mutations (DRMs) during the initial year of
antiretroviral treatment (ART) in HIV-positive adults receiving care at
Ethiopian health centers and investigated the impact of tuberculosis on DRM
acquisition. Methods Participants were identified from a cohort of ART-naïve individuals aged
≥18 years, all of whom had been investigated for active tuberculosis
at inclusion. Individuals with viral load (VL) data at 6 and/or 12 months
after ART initiation were selected for this study. Genotypic testing was
performed on samples with VLs ≥500 copies/mL obtained on these
occasions and on pre-ART samples from those with detectable DRMs during ART.
Logistic regression analysis was used to investigate the association between
DRM acquisition and tuberculosis. Results Among 621 included individuals (110 [17.5%] with concomitant tuberculosis),
101/621 (16.3%) had a VL ≥500 copies/mL at 6 and/or 12 months. DRMs
were detected in 64/98 cases with successful genotyping (65.3%). DRMs were
detected in 7/56 (12.5%) pre-ART samples from these individuals. High
pre-ART VL and low mid-upper arm circumference were associated with
increased risk of DRM acquisition, whereas no such association was found for
concomitant tuberculosis. Conclusions Among adults receiving health center–based ART in Ethiopia, most
patients without virological suppression during the first year of ART had
detectable DRM. Acquisition of DRM during this period was the dominant cause
of antiretroviral drug resistance in this setting. Tuberculosis did not
increase the risk of DRM acquisition.
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Affiliation(s)
- Anton Reepalu
- Clinical Infection Medicine, Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Dawit A Arimide
- Clinical Virology, Department of Translational Medicine, Lund University, Malmö, Sweden.,Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Taye T Balcha
- Clinical Infection Medicine, Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Habtamu Yeba
- Adama Public Health Research and Referral Laboratory Center, Adama, Ethiopia
| | - Adinew Zewdu
- Adama Public Health Research and Referral Laboratory Center, Adama, Ethiopia
| | - Patrik Medstrand
- Clinical Virology, Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Per Björkman
- Clinical Infection Medicine, Department of Translational Medicine, Lund University, Malmö, Sweden
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15
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Sarinoglu RC, Sili U, Hasdemir U, Aksu B, Soyletir G, Korten V. Diversity of HIV-1 subtypes and transmitted drug-resistance mutations among minority HIV-1 variants in a Turkish cohort. Curr HIV Res 2021; 20:54-62. [PMID: 34802406 DOI: 10.2174/1570162x19666211119111740] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 08/02/2021] [Accepted: 08/13/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND The World Health Organization (WHO) recommends the surveillance of transmitted drug resistance mutations (TDRMs) to ensure the effectiveness and sustainability of HIV treatment programs. OBJECTIVE Our aim was to determine the TDRMs and evaluate the distribution of HIV-1 subtypes using and compared next-generation sequencing (NGS) and Sanger-based sequencing (SBS) in a cohort of 44 antiretroviral treatment-naïve patients. METHODS All samples that were referred to the microbiology laboratory for HIV drug resistance analysis between December 2016 and February 2018 were included in the study. After exclusions, 44 treatment-naive adult patients with a viral load of >1000 copies/mL were analyzed. DNA sequencing for reverse transcriptase and protease regions was performed using both DeepChek ABL single round kit and Sanger-based ViroSeq HIV-1 Genotyping System. The mutations and HIV-1 subtypes were analyzed using the Stanford HIVdb version 8.6.1 Genotypic Resistance software, and TDRMs were assessed using the WHO surveillance drug-resistance mutation database. HIV-1 subtypes were confirmed by constructing a maximum-likelihood phylogenetic tree using Los Alamos IQ-Tree software. RESULTS NGS identified nucleos(t)ide reverse transcriptase inhibitor (NRTI)-TDRMs in 9.1% of the patients, non-nucleos(t)ide reverse transcriptase inhibitor (NNRTI)-TDRMs in 6.8% of the patients, and protease inhibitor (PI)-TDRMs in 18.2% of the patients at a detection threshold of ≥1%. Using SBS, 2.3% and 6.8% of the patients were found to have NRTI- and NNRTI-TDRMs, respectively, but no major PI mutations were detected. M41L, L74I, K65R, M184V, and M184I related to NRTI, K103N to NNRTI, and N83D, M46I, I84V, V82A, L24I, L90M, I54V to the PI sites were identified using NGS. Most mutations were found in low-abundance (frequency range: 1.0% - 4.7%) HIV-1 variants, except M41L and K103N. The subtypes of the isolates were found as follows; 61.4% subtype B, 18.2% subtype B/CRF02_AG recombinant, 13.6% subtype A, 4.5% CRF43_02G, and 2.3% CRF02_AG. All TDRMs, except K65R, were detected in HIV-1 subtype B isolates. CONCLUSION The high diversity of protease site TDRMs in the minority HIV-1 variants and prevalence of CRFs were remarkable in this study. All minority HIV-1 variants were missed by conventional sequencing. TDRM prevalence among minority variants appears to be decreasing over time at our center.
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Affiliation(s)
- Rabia Can Sarinoglu
- Marmara University School of Medicine, Pendik Training and Research Hospital, Department of Medical Microbiology, Istanbul. Turkey
| | - Uluhan Sili
- Marmara University School of Medicine, Pendik Training and Research Hospital, Department of Infectious Diseases and Clinical Microbiology, Istanbul. Turkey
| | - Ufuk Hasdemir
- Marmara University School of Medicine, Pendik Training and Research Hospital, Department of Medical Microbiology, Istanbul. Turkey
| | - Burak Aksu
- Marmara University School of Medicine, Pendik Training and Research Hospital, Department of Medical Microbiology, Istanbul. Turkey
| | - Guner Soyletir
- Marmara University School of Medicine, Pendik Training and Research Hospital, Department of Medical Microbiology, Istanbul. Turkey
| | - Volkan Korten
- Marmara University School of Medicine, Pendik Training and Research Hospital, Department of Infectious Diseases and Clinical Microbiology, Istanbul. Turkey
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Ayitewala A, Ssewanyana I, Kiyaga C. Next generation sequencing based in-house HIV genotyping method: validation report. AIDS Res Ther 2021; 18:64. [PMID: 34600538 PMCID: PMC8487565 DOI: 10.1186/s12981-021-00390-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 09/17/2021] [Indexed: 11/17/2022] Open
Abstract
Background HIV genotyping has had a significant impact on the care and treatment of HIV/AIDS. At a clinical level, the test guides physicians on the choice of treatment regimens. At the surveillance level, it informs policy on consolidated treatment guidelines and microbial resistance control strategies. Until recently, the conventional test has utilized the Sanger sequencing (SS) method. Unlike Next Generation Sequencing (NGS), SS is limited by low data throughput and the inability of detecting low abundant drug-resistant variants. NGS can improve sensitivity and quantitatively identify low-abundance variants; in addition, it has the potential to improve efficiency as well as lowering costs when samples are batched. Despite the NGS benefits, its utilization in clinical drug resistance profiling is faced with mixed reactions. These are largely based on a lack of a consensus regarding the quality control strategy. Nonetheless, transitional views suggest validating the method against the gold-standard SS. Therefore, we present a validation report of an NGS-based in-house HIV genotyping method against the SS method in Uganda. Results Since there were no established proficiency test panels for NGS-based HIV genotyping, 15 clinical plasma samples for routine care were utilized. The use of clinical samples allowed for accuracy and precision studies. The workflow involved four main steps; viral RNA extraction, targeted amplicon generation, amplicon sequencing and data analysis. Accuracy of 98% with an average percentage error of 3% was reported for the NGS based assay against the SS platform demonstrating similar performance. The coefficient of variation (CV) findings for both the inter-run and inter-personnel precision showed no variability (CV ≤ 0%) at the relative abundance of ≥ 20%. For both inter-run and inter-personnel, a variation that affected the precision was observed at 1% frequency. Overall, for all the frequencies, CV registered a small range of (0–2%). Conclusion The NGS-based in-house HIV genotyping method fulfilled the minimum requirements that support its utilization for drug resistance profiling in a clinical setting of a low-income country. For more inclusive quality control studies, well-characterized wet panels need to be established. Supplementary Information The online version contains supplementary material available at 10.1186/s12981-021-00390-8.
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Zhang Y, Ma L. Application of high-throughput sequencing technology in HIV drug resistance detection. BIOSAFETY AND HEALTH 2021. [DOI: 10.1016/j.bsheal.2021.06.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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18
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Li JZ, Stella N, Choudhary MC, Javed A, Rodriguez K, Ribaudo H, Moosa MY, Brijkumar J, Pillay S, Sunpath H, Noguera-Julian M, Paredes R, Johnson B, Edwards A, Marconi VC, Kuritzkes DR. Impact of pre-existing drug resistance on risk of virological failure in South Africa. J Antimicrob Chemother 2021; 76:1558-1563. [PMID: 33693678 DOI: 10.1093/jac/dkab062] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 02/10/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES There is conflicting evidence on the impact of pre-existing HIV drug resistance mutations (DRMs) in patients infected with non-B subtype virus. METHODS We performed a case-cohort substudy of the AIDS Drug Resistance Surveillance Study, which enrolled South African patients initiating first-line efavirenz/emtricitabine/tenofovir. Pre-ART DRMs were detected by Illumina sequencing of HIV pol and DRMs present at <20% of the viral population were labelled as minority variants (MVs). Weighted Cox proportional hazards models estimated the association between pre-ART DRMs and risk of virological failure (VF), defined as confirmed HIV-1 RNA ≥1000 copies/mL after ≥5 months of ART. RESULTS The evaluable population included 178 participants from a randomly selected subcohort (16 with VF, 162 without VF) and 83 additional participants with VF. In the subcohort, 16% of participants harboured ≥1 majority DRM. The presence of any majority DRM was associated with a 3-fold greater risk of VF (P = 0.002), which increased to 9.2-fold (P < 0.001) in those with <2 active drugs. Thirteen percent of participants harboured MV DRMs in the absence of majority DRMs. Presence of MVs alone had no significant impact on the risk of VF. Inclusion of pre-ART MVs with majority DRMs improved the sensitivity but reduced the specificity of predicting VF. CONCLUSIONS In a South African cohort, the presence of majority DRMs increased the risk of VF, especially for participants receiving <2 active drugs. The detection of drug-resistant MVs alone did not predict an increased risk of VF, but their inclusion with majority DRMs affected the sensitivity/specificity of predicting VF.
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Affiliation(s)
- Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Natalia Stella
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Aneela Javed
- Atta ur Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, Pakistan
| | | | | | | | | | | | | | | | - Roger Paredes
- IrsiCaixa AIDS Research Institute, Badalona, Catalonia, Spain
| | | | - Alex Edwards
- Emory University School of Medicine and Rollins School of Public Health, Atlanta, GA, USA
| | - Vincent C Marconi
- Emory University School of Medicine and Rollins School of Public Health, Atlanta, GA, USA
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19
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Application of next generation sequencing in HIV drug resistance studies in Africa, 2005–2019: A systematic review. SCIENTIFIC AFRICAN 2021. [DOI: 10.1016/j.sciaf.2021.e00829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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20
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Chimukangara B, Giandhari J, Lessells R, Yende-Zuma N, Sartorius B, Samuel R, Khanyile KS, Stray-Pedersen B, Moodley P, Metzner KJ, Padayatchi N, Naidoo K, De Oliveira T. Impact of pretreatment low-abundance HIV-1 drug-resistant variants on virological failure among HIV-1/TB-co-infected individuals. J Antimicrob Chemother 2021; 75:3319-3326. [PMID: 32772079 PMCID: PMC7566390 DOI: 10.1093/jac/dkaa343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/03/2020] [Indexed: 11/23/2022] Open
Abstract
Objectives To determine the impact of pretreatment low-abundance HIV-1 drug-resistant variants (LA-DRVs) on virological failure (VF) among HIV-1/TB-co-infected individuals treated with NNRTI first-line ART. Methods We conducted a case–control study of 170 adults with HIV-1/TB co-infection. Cases had at least one viral load (VL) ≥1000 RNA copies/mL after ≥6 months on NNRTI-based ART, and controls had sustained VLs <1000 copies/mL. We sequenced plasma viruses by Sanger and MiSeq next-generation sequencing (NGS). We assessed drug resistance mutations (DRMs) using the Stanford drug resistance database, and analysed NGS data for DRMs at ≥20%, 10%, 5% and 2% thresholds. We assessed the effect of pretreatment drug resistance (PDR) on VF. Results We analysed sequences from 45 cases and 125 controls. Overall prevalence of PDR detected at a ≥20% threshold was 4.7% (8/170) and was higher in cases than in controls (8.9% versus 3.2%), P = 0.210. Participants with PDR at ≥20% had almost 4-fold higher odds of VF (adjusted OR 3.7, 95% CI 0.8–18.3) compared with those without, P = 0.104. PDR prevalence increased to 18.2% (31/170) when LA-DRVs at ≥2% were included. Participants with pretreatment LA-DRVs only had 1.6-fold higher odds of VF (adjusted OR 1.6, 95% CI 0.6–4.3) compared with those without, P = 0.398. Conclusions Pretreatment DRMs and LA-DRVs increased the odds of developing VF on NNRTI-based ART, although without statistical significance. NGS increased detection of DRMs but provided no additional benefit in identifying participants at risk of VF at lower thresholds. More studies assessing mutation thresholds predictive of VF are required to inform use of NGS in treatment decisions.
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Affiliation(s)
- Benjamin Chimukangara
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Doris Duke Medical Research Institute, Durban, South Africa.,Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.,Department of Virology, National Health Laboratory Service, University of KwaZulu-Natal, Durban, South Africa
| | - Jennifer Giandhari
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Doris Duke Medical Research Institute, Durban, South Africa
| | - Richard Lessells
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Doris Duke Medical Research Institute, Durban, South Africa
| | - Nonhlanhla Yende-Zuma
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.,South African Medical Research Council (SAMRC), CAPRISA HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
| | - Benn Sartorius
- Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa.,Health Metrics Sciences, University of Washington, Seattle, USA
| | - Reshmi Samuel
- Department of Virology, National Health Laboratory Service, University of KwaZulu-Natal, Durban, South Africa
| | - Khulekani S Khanyile
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Doris Duke Medical Research Institute, Durban, South Africa
| | - Babill Stray-Pedersen
- Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
| | - Pravi Moodley
- Department of Virology, National Health Laboratory Service, University of KwaZulu-Natal, 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
| | - Nesri Padayatchi
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.,South African Medical Research Council (SAMRC), CAPRISA HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
| | - Kogieleum Naidoo
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.,South African Medical Research Council (SAMRC), CAPRISA HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
| | - Tulio De Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Doris Duke Medical Research Institute, Durban, South Africa.,Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
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21
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MCCLUSKEY SM, KAMELIAN K, MUSINGUZI N, KIGOZI S, BOUM Y, BWANA MB, MUZOORA C, BRUMME ZL, CARRINGTON M, CARLSON J, FOLEY B, HUNT PW, MARTIN JN, BANGSBERG DR, HARRIGAN PR, SIEDNER MJ, HABERER JE, LEE GQ. Pre-treatment integrase inhibitor resistance is uncommon in antiretroviral therapy-naive individuals with HIV-1 subtype A1 and D infections in Uganda. AIDS 2021; 35:1083-1089. [PMID: 33635845 PMCID: PMC8102316 DOI: 10.1097/qad.0000000000002854] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Dolutegravir (DTG) is now a preferred component of first-line antiretroviral therapy (ART). However, prevalence data on natural resistance to integrase inhibitors [integrase strand transfer inhibitors (INSTIs)] in circulating non-subtype B HIV-1 in sub-Saharan Africa is scarce. Our objective is to report prevalence of pre-treatment integrase polymorphisms associated with resistance to INSTIs in an ART-naive cohort with diverse HIV-1 subtypes. DESIGN We retrospectively examined HIV-1 integrase sequences from Uganda. METHODS Plasma samples were derived from the Uganda AIDS Rural Treatment Outcomes (UARTO) cohort, reflecting enrollment from 2002 to 2010, prior to initiation of ART. HIV-1 integrase was amplified using nested-PCR and Sanger-sequenced (HXB2 4230-5093). Stanford HIVdb v8.8 was used to infer clinically significant INSTI-associated mutations. Human leukocyte antigen (HLA) typing was performed for all study participants. RESULTS Plasma samples from 511 ART-naive individuals (subtype: 48% A1, 39% D) yielded HIV-1 integrase genotyping results. Six out of 511 participants (1.2%) had any major INSTI-associated mutations. Of these, two had E138T (subtype A1), three had E138E/K (subtype D), and one had T66T/I (subtype D). No participants had mutations traditionally associated with high levels of INSTI resistance. HLA genotypes A∗02:01/05/14, B∗44:15, and C∗04:07 predicted the presence of L74I, a mutation recently observed in association with long-acting INSTI cabotegravir virologic failure. CONCLUSION We detected no HIV-1 polymorphisms associated with high levels of DTG resistance in Uganda in the pre-DTG era. Our results support widespread implementation of DTG but careful monitoring of patients on INSTI with virologic failure is warranted to determine if unique mutations predict failure for non-B subtypes of HIV-1.
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Affiliation(s)
- Suzanne M. MCCLUSKEY
- Massachusetts General Hospital, Boston, USA
- Harvard Medical School, Boston, MA, USA
| | - Kimia KAMELIAN
- Division of AIDS, University of British Columbia, Vancouver, BC, Canada
| | | | - Simone KIGOZI
- Mbarara University of Science and Technology, Mbarara, Uganda
| | - Yap BOUM
- Mbarara University of Science and Technology, Mbarara, Uganda
| | | | - Conrad MUZOORA
- Mbarara University of Science and Technology, Mbarara, Uganda
| | - Zabrina L. BRUMME
- Simon Fraser University, Burnaby, BC, Canada
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Mary CARRINGTON
- Basic Science Program, Frederick National Laboratory for Cancer Research in the Laboratory of Integrative Cancer Immunology, National Cancer Institute, Bethesda, MD, USA
- Ragon Institute of MGH, MIT, and Harvard, Boston, MA, USA
| | | | - Brian FOLEY
- Los Alamos National Laboratory, Los Alamos, NM, USA
| | | | | | | | | | - Mark J. SIEDNER
- Massachusetts General Hospital, Boston, USA
- Harvard Medical School, Boston, MA, USA
- Mbarara University of Science and Technology, Mbarara, Uganda
| | - Jessica E. HABERER
- Massachusetts General Hospital, Boston, USA
- Harvard Medical School, Boston, MA, USA
| | - Guinevere Q. LEE
- Massachusetts General Hospital, Boston, USA
- Harvard Medical School, Boston, MA, USA
- BC Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
- Weill Cornell Medicine, New York, NY, USA
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22
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Baxter JD, Dunn D, Tostevin A, Marvig RL, Bennedbaek M, Cozzi-Lepri A, Sharma S, Kozal MJ, Gompels M, Pinto AN, Lundgren J. Transmitted HIV-1 drug resistance in a large international cohort using next-generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study. HIV Med 2021; 22:360-371. [PMID: 33369017 PMCID: PMC8049964 DOI: 10.1111/hiv.13038] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/11/2020] [Accepted: 11/10/2020] [Indexed: 01/13/2023]
Abstract
OBJECTIVES The aim of this analysis was to characterize transmitted drug resistance (TDR) in Strategic Timing of Antiretroviral Treatment (START) study participants by next-generation sequencing (NGS), a sensitive assay capable of detecting low-frequency variants. METHODS Stored plasma from participants with entry HIV RNA > 1000 copies/mL were analysed by NGS (Illumina MiSeq). TDR was based on the WHO 2009 surveillance definition with the addition of reverse transcriptase (RT) mutations T215N and E138K, and integrase strand transfer inhibitor (INSTI) surveillance mutations (Stanford HIVdb). Drug resistance mutations (DRMs) detected at three thresholds are reported: > 2%, 5% and 20% of the viral population. RESULTS Between 2009 and 2013, START enrolled 4684 antiretroviral therapy (ART)-naïve individuals in 35 countries. Baseline NGS data at study entry were available for 2902 participants. Overall prevalence rates of TDR using a detection threshold of 2%/5%/20% were 9.2%/5.6%/3.2% for nucleoside reverse transcriptase inhibitors (NRTIs), 9.2%/6.6%/4.9% for non-NRTIs, 11.4%/5.5%/2.4% for protease inhibitors (PIs) and 3.5%/1.6%/0.1% for INSTI DRMs and varied by geographic region. Using the 2% detection threshold, individual DRMs with the highest prevalence were: PI M46IL (5.5%), RT K103NS (3.5%), RT G190ASE (3.1%), T215ISCDVEN (2.5%), RT M41L (2.2%), RT K219QENR (1.7%) and PI D30N (1.6%). INSTI DRMs were detected almost exclusively below the 20% detection threshold, most commonly Y143H (0.4%), Q148R (0.4%) and T66I (0.4%). CONCLUSIONS Use of NGS in this study population resulted in the detection of a large proportion of low-level variants which would not have been detected by traditional Sanger sequencing. Global surveillance studies utilizing NGS should provide a more comprehensive assessment of TDR prevalence in different regions of the world.
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Affiliation(s)
- J D Baxter
- Cooper University Hospital/Cooper Medical School of Rowan University, Camden, NJ, USA
| | - D Dunn
- Institute for Global Health, UCL, London, UK
| | - A Tostevin
- Institute for Global Health, UCL, London, UK
| | - R L Marvig
- Center for Genomic Medicine, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - M Bennedbaek
- Copenhagen HIV Programme, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | | | - S Sharma
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - M J Kozal
- Yale University School of Medicine, New Haven, CT, USA
| | - M Gompels
- North Bristol NHS Trust, Westbury on Trym, UK
| | - A N Pinto
- The Kirby Institute, University of New South Wales, Sydney, Australia
| | - J Lundgren
- Copenhagen HIV Programme, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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23
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Young N, Hobbs M, Rahnama F, Shi J, Briggs S. An observational study of high- and low-abundance anti-retroviral resistance mutations among treatment-naïve people living with HIV in New Zealand between 2012 and 2017. Intern Med J 2021; 50:872-876. [PMID: 32656973 DOI: 10.1111/imj.14899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 12/20/2019] [Accepted: 12/21/2019] [Indexed: 11/29/2022]
Abstract
HIV resistance genotyping detects drug resistance mutations (DRMs) in ≥20% of circulating virus within an infected individual (high-abundance DRMs). Deep sequencing also detects DRMs in smaller viral subpopulations (low-abundance DRMs), although these are of uncertain importance. In this retrospective analysis of 292 treatment-naïve patients, high-abundance DRMs were present in 30/292 (10%) patients, but only one (0.3%) had resistance to first-line anti-retrovirals. Low-abundance DRMs were present in 36/247 (15%) patients, but none who received anti-retrovirals for which these were present had virologic failure. These findings demonstrate that starting first-line therapy in treatment-naïve patients need not be delayed while awaiting resistance testing.
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Affiliation(s)
- Nicholas Young
- Infectious Diseases Service, Auckland City Hospital, Auckland, New Zealand
| | - Mark Hobbs
- Infectious Diseases Service, Auckland City Hospital, Auckland, New Zealand
| | - Fahimeh Rahnama
- Virology Laboratory, LabPLUS, Auckland City Hospital, Auckland, New Zealand
| | - Jinyang Shi
- Virology Laboratory, LabPLUS, Auckland City Hospital, Auckland, New Zealand
| | - Simon Briggs
- Infectious Diseases Service, Auckland City Hospital, Auckland, New Zealand
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24
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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: 1.0] [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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25
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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: 28] [Impact Index Per Article: 9.3] [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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26
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Andersson E, Ambikan A, Brännström J, Aralaguppe SG, Yilmaz A, Albert J, Neogi U, Sönnerborg A. High-throughput sequencing reveals a high prevalence of pretreatment HIV-1 drug resistance in Sweden. AIDS 2021; 35:227-234. [PMID: 33394670 DOI: 10.1097/qad.0000000000002740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES HIV-1 pretreatment drug resistance (PDR) is a global concern. Our aim was to evaluate high-throughput sequencing (HTS) for HIV-1 resistance testing and describe PDR in Sweden, where 75% of diagnosed individuals are foreign-born. DESIGN Cross-sectional study. METHODS Individuals entering HIV-1 care in Sweden 2017 to March 2019 (n = 400) were included if a viremic sample was available (n = 220). HTS was performed using an in-house assay. Drug resistance mutations (DRMs) (based on Stanford HIV DB vs. 8.7) at levels 1-5%, 5-19% and at least 20% of the viral population were described. Results from HTS and routine Sanger sequencing were compared. RESULTS HTS was successful in 88% of patients, 92% when viral load was at least 1000 copies/ml. DRMs at any level in protease and/or reverse transcriptase were detected in 95 individuals (49%), whereas DRMs at least 20% in 35 (18%) individuals. DRMs at least 20% correlated well to findings in routine Sanger sequencing. Protease/reverse transcriptase (PR/RT) DRMs at least 20% were predicted by treatment exposure; adjusted OR 9.28 (95% CI 2.24-38.43; P = 0.002) and origin in Asia; adjusted OR 20.65 (95% CI 1.66-256.24; P = 0.02). Nonnucleoside reverse transcriptase inhibitor (NNRTI) DRMs at least 20% were common (16%) and over-represented in individuals originating from sub-Saharan Africa or Asia. Low-level integrase strand transfer inhibitor (INSTI) DRMs less than 20% were detected in 15 individuals (8%) with no association with INSTI exposure. CONCLUSION Our HTS can efficiently detect PDR and findings of DRMs at least 20% compare well to routine Sanger sequencing. The high prevalence of PDR was because of NNRTI DRMs and associated with migration from areas with emerging PDR.
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Affiliation(s)
- Emmi Andersson
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute
- Department of Clinical Microbiology, Karolinska University Hospital
| | - Anoop Ambikan
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute
| | - Johanna Brännström
- Division of Infection and Dermatology, Department of Medicine Huddinge, Karolinska Institute
- Department of Infectious Diseases/Venhälsan, South Hospital, Stockholm
| | - Shambhu G Aralaguppe
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute
| | - Aylin Yilmaz
- Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg
| | - Jan Albert
- Department of Clinical Microbiology, Karolinska University Hospital
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Stockholm
| | - Ujjwal Neogi
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute
| | - Anders Sönnerborg
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute
- Department of Clinical Microbiology, Karolinska University Hospital
- Division of Infection and Dermatology, Department of Medicine Huddinge, Karolinska Institute
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
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27
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Knyazev S, Hughes L, Skums P, Zelikovsky A. Epidemiological data analysis of viral quasispecies in the next-generation sequencing era. Brief Bioinform 2021; 22:96-108. [PMID: 32568371 PMCID: PMC8485218 DOI: 10.1093/bib/bbaa101] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 04/24/2020] [Accepted: 05/04/2020] [Indexed: 01/04/2023] Open
Abstract
The unprecedented coverage offered by next-generation sequencing (NGS) technology has facilitated the assessment of the population complexity of intra-host RNA viral populations at an unprecedented level of detail. Consequently, analysis of NGS datasets could be used to extract and infer crucial epidemiological and biomedical information on the levels of both infected individuals and susceptible populations, thus enabling the development of more effective prevention strategies and antiviral therapeutics. Such information includes drug resistance, infection stage, transmission clusters and structures of transmission networks. However, NGS data require sophisticated analysis dealing with millions of error-prone short reads per patient. Prior to the NGS era, epidemiological and phylogenetic analyses were geared toward Sanger sequencing technology; now, they must be redesigned to handle the large-scale NGS datasets and properly model the evolution of heterogeneous rapidly mutating viral populations. Additionally, dedicated epidemiological surveillance systems require big data analytics to handle millions of reads obtained from thousands of patients for rapid outbreak investigation and management. We survey bioinformatics tools analyzing NGS data for (i) characterization of intra-host viral population complexity including single nucleotide variant and haplotype calling; (ii) downstream epidemiological analysis and inference of drug-resistant mutations, age of infection and linkage between patients; and (iii) data collection and analytics in surveillance systems for fast response and control of outbreaks.
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28
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Bessong PO, Matume ND, Tebit DM. Potential challenges to sustained viral load suppression in the HIV treatment programme in South Africa: a narrative overview. AIDS Res Ther 2021; 18:1. [PMID: 33407664 PMCID: PMC7788882 DOI: 10.1186/s12981-020-00324-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 11/16/2020] [Indexed: 12/14/2022] Open
Abstract
Background South Africa, with one of the highest HIV prevalences in the world, introduced the universal test and treat (UTT) programme in September 2016. Barriers to sustained viral suppression may include drug resistance in the pre-treated population, non-adherence, acquired resistance; pharmacokinetics and pharmacodynamics, and concurrent use of alternative treatments. Objective The purpose of this review is to highlight potential challenges to achieving sustained viral load suppression in South Africa (SA), a major expectation of the UTT initiative. Methodology Through the PRISMA approach, published articles from South Africa on transmitted drug resistance; adherence to ARV; host genetic factors in drug pharmacokinetics and pharmacodynamics, and interactions between ARV and herbal medicine were searched and reviewed. Results The level of drug resistance in the pre-treated population in South Africa has increased over the years, although it is heterogeneous across and within Provinces. At least one study has documented a pre-treated population with moderate (> 5%) or high (> 15%) levels of drug resistance in eight of the nine Provinces. The concurrent use of ARV and medicinal herbal preparation is fairly common in SA, and may be impacting negatively on adherence to ARV. Only few studies have investigated the association between the genetically diverse South African population and pharmacokinetics and pharmacodynamics of ARVs. Conclusion The increasing levels of drug resistant viruses in the pre-treated population poses a threat to viral load suppression and the sustainability of first line regimens. Drug resistance surveillance systems to track the emergence of resistant viruses, study the burden of prior exposure to ARV and the parallel use of alternative medicines, with the goal of minimizing resistance development and virologic failure are proposed for all the Provinces of South Africa. Optimal management of the different drivers of drug resistance in the pre-treated population, non-adherence, and acquired drug resistance will be beneficial in ensuring sustained viral suppression in at least 90% of those on treatment, a key component of the 90-90-90 strategy.
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Reduced efficacy of HIV-1 integrase inhibitors in patients with drug resistance mutations in reverse transcriptase. Nat Commun 2020; 11:5922. [PMID: 33262331 PMCID: PMC7708638 DOI: 10.1038/s41467-020-19801-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 10/28/2020] [Indexed: 12/05/2022] Open
Abstract
Little is known about the impact of pretreatment drug resistance (PDR) on the efficacy of second generation integrase inhibitors. We sequenced pretreatment plasma specimens from the ADVANCE trial (NCT03122262). Our primary outcome was 96-week virologic success, defined as a sustained viral load <1000 copies/mL from 12 weeks onwards, <200 copies/mL from 24 weeks onwards, and <50 copies/mL after 48 weeks. Here we report how this outcome was impacted by PDR, defined by the World Health Organization (WHO) mutation list. Of 1053 trial participants, 874 (83%) have successful sequencing, including 289 (33%) randomized to EFV-based therapy and 585 (67%) randomized to DTG-based therapy. Fourteen percent (122/874) have ≥1 WHO-defined mutation, of which 98% (120/122) are NNRTI mutations. Rates of virologic suppression are lower in the total cohort among those with PDR 65% (73/112) compared to those without PDR (85% [605/713], P < 0.001), and for those on EFV-based treatment (60% [12/20] vs 86% [214/248], P = 0.002) and for those on DTG-based treatment (61/92 [66%] vs 84% [391/465] P < 0.001, P for interaction by regimen 0.49). Results are similar in multivariable models adjusted for clinical characteristics and adherence. NNRTI resistance prior to treatment is associated with long-term failure of integrase inhibitor-containing first-line regimens, and portends high rates of first-line failure in sub Saharan Africa. Here the authors combine next generation sequencing on plasma from participants of the ADVANCE clinical trial with virological and follow-up data to investigate the impact of pre-treatment drug resistance (PDR) to non-nucleoside reverse transcriptase inhibitors (NNRTIs) on the efficacy of second-generation integrase inhibitors and find an association between NNRTI resistance prior to treatment and long-term treatment.
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Bertagnolio S, Hermans L, Jordan MR, Avila-Rios S, Iwuji C, Derache A, Delaporte E, Wensing A, Aves T, Borhan ASM, Leenus A, Parkin N, Doherty M, Inzaule S, Mbuagbaw L. Clinical Impact of Pretreatment Human Immunodeficiency Virus Drug Resistance in People Initiating Nonnucleoside Reverse Transcriptase Inhibitor-Containing Antiretroviral Therapy: A Systematic Review and Meta-analysis. J Infect Dis 2020; 224:377-388. [PMID: 33202025 PMCID: PMC8328216 DOI: 10.1093/infdis/jiaa683] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 11/16/2020] [Indexed: 01/15/2023] Open
Abstract
Background Increased access to antiretroviral therapy (ART) has resulted in rising levels of pretreatment human immunodeficiency virus drug resistance (PDR). This is the first systematic review and meta-analysis to assess the impact of PDR on treatment outcomes among people initiating nonnucleoside reverse transcriptase inhibitor (NNRTI)–based ART, including the combination of efavirenz (EFV), tenofovir (TDF), and lamivudine or emtricitabine (XTC). Methods We systematically reviewed studies and conference proceedings comparing treatment outcomes in populations initiating NNRTI-based ART with and without PDR. We conducted subgroup analyses by regimen: (1) NNRTIs + 2 nucleoside reverse transcriptase inhibitors (NRTIs), (2) EFV + 2 NRTIs, or (3) EFV/TDF/XTC; by population (children vs adults); and by definition of resistance (PDR vs NNRTI PDR). Results Among 6197 studies screened, 32 were analyzed (31 441 patients). We found that individuals with PDR initiating NNRTIs across all the subgroups had increased risk of virological failure compared to those without PDR. Risk of acquisition of new resistance mutations and ART switch was also higher in people with PDR. Conclusions This review shows poorer treatment outcomes in the presence of PDR, supporting the World Health Organization’s recommendation to avoid using NNRTIs in countries where levels of PDR are high.
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Affiliation(s)
- Silvia Bertagnolio
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Lucas Hermans
- Virology, Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands.,Wits Reproductive Health and HIV Institute, University of the Witwatersrand, Johannesburg, South Africa
| | - Michael R Jordan
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA.,Division of Geographic Medicine and Infectious Disease, Tufts Medical Center, Boston, Massachusetts, USA.,Tufts Center for Integrated Management of Antimicrobial Resistance, Boston, Massachusetts, USA
| | - Santiago Avila-Rios
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Collins Iwuji
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Falmer, United Kingdom
| | - Anne Derache
- Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - Eric Delaporte
- TransVIHMI, University of Montpellier, Institut de Recherche pour le Développement, Institut national de la santé et de la recherche médicale, Montpellier, France
| | - Annemarie Wensing
- Virology, Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands.,Wits Reproductive Health and HIV Institute, University of the Witwatersrand, Johannesburg, South Africa
| | - Theresa Aves
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - A S M Borhan
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Alvin Leenus
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Neil Parkin
- Data First Consulting, Sebastopol, California, USA
| | - Meg Doherty
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Seth Inzaule
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Lawrence Mbuagbaw
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
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Maggiolo F, Bandera A, Bonora S, Borderi M, Calcagno A, Cattelan A, Cingolani A, Gianotti N, Lichtner M, Lo Caputo S, Madeddu G, Maggi P, Marchetti GC, Maserati R, Nozza S, Rusconi S, Zazzi M, Di Biagio A. Enhancing care for people living with HIV: current and future monitoring approaches. Expert Rev Anti Infect Ther 2020; 19:443-456. [PMID: 33054479 DOI: 10.1080/14787210.2021.1823217] [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: 10/23/2022]
Abstract
INTRODUCTION Antiretroviral therapy (ART) is the most significant advance in the medical management of HIV-1 infection. Given the fact that HIV cannot be eradicated from the body, ART has to be indefinitely maintained. New approaches need to be defined for monitoring HIV-infected individuals (PLWHIV), including clinical, virologic, immunological parameters and also ways to collect individual points of view and quality of life. AREAS COVERED We discuss which tests may be used to improve the management of PLWHIV and respond to a comprehensive health demand. EXPERT OPINION Viral load and CD4 counts are well-validated outcome measures and we still need them, but they do not completely depict the health status of PLWHIV. We need to better understand and to apply to clinical practice what happens in sanctuaries, what is the role of HIV DNA, what is the meaning of low-level viremia. Most of these questions do not yet have a definitive response. Further, we need to understand how to modify these variables in order to improve outcomes.Similar points may be raised for immunological measures and for tests exploring the tolerability of drugs. The goal must be the evolution from a viro/immunologic-based to a comprehensive quality-of-health-based evaluation of PLWHIV.
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Affiliation(s)
- Franco Maggiolo
- Unit of Infectious Diseases, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Alessandra Bandera
- A Infectious Disease Unit, Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico - B Department of Pathophysiology and Transplantation, University of Milan, Milano, Italy
| | - Stefano Bonora
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Marco Borderi
- Unit of Infectious Diseases, Department of Medical and Surgical Sciences, S. Orsola Hospital, "Alma Mater Studiorum" University of Bologna, Italy
| | - Andrea Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Annamaria Cattelan
- Unit of Infectious Diseases, Department of Internal Medicine, Azienda Ospedaliera and University of Padua, Italy
| | - Antonella Cingolani
- Department of Infectious Diseases, Università Cattolica, Fondazione Policlinico A. Gemelli, Roma, Italy
| | - Nicola Gianotti
- Department of Infectious Diseases, Ospedale San Raffaele, Milano, Italy
| | - Miriam Lichtner
- Dept of Public Health and Infectious Diseases - Sapienza, University of Rome, SM Goretti Hospital, Latina, Italy
| | - Sergio Lo Caputo
- Infection Disease Unit, Department of Clinical and Experimental Medicine, University of Foggia, Foggia Italy
| | - Giordano Madeddu
- Unit of Infectious Diseases, Department of Medical, Surgical and Experimental Sciences, University of Sassari, Sassari, Italy
| | - Paolo Maggi
- Department of Infectious Diseases, University of Campania Luigi Vanvitelli, Caserta, Italy
| | - Giulia Carla Marchetti
- Dept of Health Sciences, Clinic of Infectious Diseases, University of Milan, ASST Santi Paolo E Carlo, Milano, Italy
| | - Renato Maserati
- Department of Infectious Diseases, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Silvia Nozza
- Department of Infectious Diseases, Ospedale San Raffaele, Milano, Italy
| | - Stefano Rusconi
- Infectious Diseases Unit, DIBIC Luigi Sacco, University of Milan, Milano, Italy
| | - Maurizio Zazzi
- Dept of Medical Biotechnologies, University of Siena, A.O.U. Senese - Ospedale Santa Maria Alle Scotte, Siena, Italy
| | - Antonio Di Biagio
- Infectious Diseases Clinic, San Martino Hospital - IRCCS, Genoa, Italy - Department of Health Sciences, University of Genoa, Genova, Italy
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The relative contributions of HIV drug resistance, nonadherence and low-level viremia to viremic episodes on antiretroviral therapy in sub-Saharan Africa. AIDS 2020; 34:1559-1566. [PMID: 32675566 DOI: 10.1097/qad.0000000000002588] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION To achieve viral suppression among more than 90% of people on antiretroviral therapy (ART), improved understanding is warranted of the modifiable causes of HIV viremic episodes. We assessed the relative contributions of drug-resistance, nonadherence and low-level viremia (LLV) (viral load 50-999 cps/ml) on viremic episodes in sub-Saharan Africa. METHODS In a multicountry adult cohort initiating nonnucleoside reverse transcriptase inhibitor-based first-line ART, viremic episodes (viral load ≥1000 cps/ml) were classified as first, viral nonsuppression at 12 months; second, virological rebound at 24 months (after initial viral suppression at 12 months); third, failure to achieve viral resuppression at 24 months (after viremic episode at 12 months). We used adjusted odds ratios from multivariable logistic regression to estimate attributable fractions for each risk factor. RESULTS Of 2737 cohort participants, 1935 had data on pretreatment drug resistance (PDR) and at least 1 viral load outcome. Viral nonsuppression episodes [173/1935 (8.9%)] were attributable to nonadherence in 30% (35% in men vs. 24% in women) and to PDR to nonnucleoside reverse transcriptase inhibitors in 10% (15% in women vs. 6% in men). Notably, at contemporary PDR prevalences of 10-25%, PDR would explain 13-30% of viral nonsuppression. Virological rebound episodes [96/1515 (6.3%)] were mostly attributable to LLV (29%) and nonadherence (14%), and only rarely to PDR (1.1%). Failures to achieve viral resuppression [66/81 (81.5%)] were mostly attributable to the presence of acquired drug resistance (34%) and only rarely to nonadherence (2.4%). CONCLUSION Effective adherence interventions could substantially reduce viral nonsuppression (especially in men) and virological rebound (especially during LLV), but would have limited effect on improving viral resuppression. Alternative ART regimens could circumvent PDR and acquired resistance.
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Becker MG, Liang D, Cooper B, Le Y, Taylor T, Lee ER, Wu S, Sandstrom P, Ji H. Development and Application of Performance Assessment Criteria for Next-Generation Sequencing-Based HIV Drug Resistance Assays. Viruses 2020; 12:E627. [PMID: 32532083 PMCID: PMC7354553 DOI: 10.3390/v12060627] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 05/29/2020] [Accepted: 06/07/2020] [Indexed: 12/19/2022] Open
Abstract
Next-generation sequencing (NGS)-based HIV drug resistance (HIVDR) assays outperform conventional Sanger sequencing in scalability, sensitivity, and quantitative detection of minority resistance variants. Thus far, HIVDR assays have been applied primarily in research but rarely in clinical settings. One main obstacle is the lack of standardized validation and performance evaluation systems that allow regulatory agencies to benchmark and accredit new assays for clinical use. By revisiting the existing principles for molecular assay validation, here we propose a new validation and performance evaluation system that helps to both qualitatively and quantitatively assess the performance of an NGS-based HIVDR assay. To accomplish this, we constructed a 70-specimen proficiency test panel that includes plasmid mixtures at known ratios, viral RNA from infectious clones, and anonymized clinical specimens. We developed assessment criteria and benchmarks for NGS-based HIVDR assays and used these to assess data from five separate MiSeq runs performed in two experienced HIVDR laboratories. This proposed platform may help to pave the way for the standardization of NGS HIVDR assay validation and performance evaluation strategies for accreditation and quality assurance purposes in both research and clinical settings.
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Affiliation(s)
- Michael G. Becker
- National HIV and Retrovirology Laboratories, National Microbiology Laboratory at JC Wilt Infectious Diseases Research Center, Public Health Agency of Canada, Winnipeg, MB R3E 3R2, Canada; (M.G.B.); (T.T.); (E.R.L.); (P.S.)
| | - Dun Liang
- ViroDx Clinical Diagnostics Laboratory, St. Louis, MO 63017, USA; (D.L.); (B.C.); (Y.L.)
| | - Breanna Cooper
- ViroDx Clinical Diagnostics Laboratory, St. Louis, MO 63017, USA; (D.L.); (B.C.); (Y.L.)
| | - Yan Le
- ViroDx Clinical Diagnostics Laboratory, St. Louis, MO 63017, USA; (D.L.); (B.C.); (Y.L.)
| | - Tracy Taylor
- National HIV and Retrovirology Laboratories, National Microbiology Laboratory at JC Wilt Infectious Diseases Research Center, Public Health Agency of Canada, Winnipeg, MB R3E 3R2, Canada; (M.G.B.); (T.T.); (E.R.L.); (P.S.)
| | - Emma R. Lee
- National HIV and Retrovirology Laboratories, National Microbiology Laboratory at JC Wilt Infectious Diseases Research Center, Public Health Agency of Canada, Winnipeg, MB R3E 3R2, Canada; (M.G.B.); (T.T.); (E.R.L.); (P.S.)
| | - Sutan Wu
- SutanStats, St. Louis, MO 63017, USA;
| | - Paul Sandstrom
- National HIV and Retrovirology Laboratories, National Microbiology Laboratory at JC Wilt Infectious Diseases Research Center, Public Health Agency of Canada, Winnipeg, MB R3E 3R2, Canada; (M.G.B.); (T.T.); (E.R.L.); (P.S.)
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB R3E 0J9, Canada
| | - Hezhao Ji
- National HIV and Retrovirology Laboratories, National Microbiology Laboratory at JC Wilt Infectious Diseases Research Center, Public Health Agency of Canada, Winnipeg, MB R3E 3R2, Canada; (M.G.B.); (T.T.); (E.R.L.); (P.S.)
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB R3E 0J9, Canada
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Next-Generation Sequencing for HIV Drug Resistance Testing: Laboratory, Clinical, and Implementation Considerations. Viruses 2020; 12:v12060617. [PMID: 32516949 PMCID: PMC7354449 DOI: 10.3390/v12060617] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 05/22/2020] [Accepted: 05/27/2020] [Indexed: 01/01/2023] Open
Abstract
Higher accessibility and decreasing costs of next generation sequencing (NGS), availability of commercial kits, and development of dedicated analysis pipelines, have allowed an increasing number of laboratories to adopt this technology for HIV drug resistance (HIVDR) genotyping. Conventional HIVDR genotyping is traditionally carried out using population-based Sanger sequencing, which has a limited capacity for reliable detection of variants present at intra-host frequencies below a threshold of approximately 20%. NGS has the potential to improve sensitivity and quantitatively identify low-abundance variants, improving efficiency and lowering costs. However, some challenges exist for the standardization and quality assurance of NGS-based HIVDR genotyping. In this paper, we highlight considerations of these challenges as related to laboratory, clinical, and implementation of NGS for HIV drug resistance testing. Several sources of variation and bias occur in each step of the general NGS workflow, i.e., starting material, sample type, PCR amplification, library preparation method, instrument and sequencing chemistry-inherent errors, and data analysis options and limitations. Additionally, adoption of NGS-based HIVDR genotyping, especially for clinical care, poses pressing challenges, especially for resource-poor settings, including infrastructure and equipment requirements and cost, logistic and supply chains, instrument service availability, personnel training, validated laboratory protocols, and standardized analysis outputs. The establishment of external quality assessment programs may help to address some of these challenges and is needed to proceed with NGS-based HIVDR genotyping adoption.
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35
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Iwuji CC, Shahmanesh M, Koole O, Herbst K, Pillay D, Siedner MJ, Baisley K. Clinical outcomes after first-line HIV treatment failure in South Africa: the next cascade of care. HIV Med 2020; 21:457-462. [PMID: 32495515 PMCID: PMC7384088 DOI: 10.1111/hiv.12877] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/27/2020] [Indexed: 12/16/2022]
Abstract
Introduction There is limited literature on the appropriateness of viral load (VL) monitoring and management of detectable VL in public health settings in rural South Africa. Methods We analysed data captured in the electronic patient register from HIV‐positive patients ≥ 15 years old initiating antiretroviral therapy (ART) in 17 public sector clinics in rural KwaZulu‐Natal, during 2010–2016. We estimated the completion rate for VL monitoring at 6, 12, and 24 months. We described the cascade of care for those with any VL measurement ≥ 1000 HIV‐1 RNA copies/mL after ≥ 20 weeks on ART, including the following proportions: (1) repeat VL within 6 months; (2) re‐suppressed; (3) switched to second‐line regimen. Results There were 29 384 individuals who initiated ART during the period [69% female, median age 31 years (interquartile range 25–39)]. Of those in care at 6, 12, and 24 months, 40.7% (9861/24 199), 34% (7765/22 807), and 25.5% (4334/16 965) had a VL test at each recommended time‐point, respectively. The VL results were documented at all recommended time‐points for 12% (2730/22 807) and 6.2% (1054/16 965) of ART‐treated patients for 12 and 24 months, respectively. Only 391 (18.3%) of 2135 individuals with VL ≥ 1000 copies/mL on first‐line ART had a repeat VL documenting re‐suppression or were appropriately changed to second‐line with persistent failure. Completion of the treatment failure cascade occurred a median of 338 days after failure was detected. Conclusion We found suboptimal VL monitoring and poor responses to virologic failure in public‐sector ART clinics in rural South Arica. Implications include increased likelihood of morbidity and transmission of drug‐resistant HIV.
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Affiliation(s)
- C C Iwuji
- Department of Global Health and Infection, Brighton and Sussex Medical School, Brighton, UK.,Africa Health Research Institute, KwaZulu-Natal, South Africa
| | - M Shahmanesh
- Africa Health Research Institute, KwaZulu-Natal, South Africa.,Research Department of Infection & Population Health, University College London, London, UK
| | - O Koole
- Africa Health Research Institute, KwaZulu-Natal, South Africa.,London School of Hygiene and Tropical Medicine, London, UK
| | - K Herbst
- Africa Health Research Institute, KwaZulu-Natal, South Africa.,SAPRIN, South African Medical Research Council, Cape Town, South Africa
| | - D Pillay
- Africa Health Research Institute, KwaZulu-Natal, South Africa.,Division of Infection and Immunity, University College London, London, UK
| | - M J Siedner
- Africa Health Research Institute, KwaZulu-Natal, South Africa.,Harvard Medical School, Boston, MA, USA
| | - K Baisley
- Africa Health Research Institute, KwaZulu-Natal, South Africa.,London School of Hygiene and Tropical Medicine, London, UK
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Chung MH, McGrath CJ, Beck IA, Boyce C, Frenkel LM. Is increasing pretreatment HIV drug resistance a real menace or minor detail? - Authors' reply. Lancet HIV 2020; 7:e317-e318. [PMID: 32386719 DOI: 10.1016/s2352-3018(20)30049-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 02/10/2020] [Indexed: 11/15/2022]
Affiliation(s)
- Michael H Chung
- Department of Global Health, University of Washington, Seattle, WA, USA
| | | | - Ingrid A Beck
- Center for Global Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA 98109, USA
| | - Ceejay Boyce
- Center for Global Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA 98109, USA
| | - Lisa M Frenkel
- Center for Global Infectious Diseases Research, Seattle Children's Research Institute, Seattle, WA 98109, USA; Department of Laboratory Medicine and Department of Paediatrics, University of Washington, Seattle, WA, USA.
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Chen NY, Kao SW, Liu ZH, Wu TS, Tsai CL, Lin HH, Wong WW, Chang YY, Chen SS, Ku SWW. Shall I trust the report? Variable performance of Sanger sequencing revealed by deep sequencing on HIV drug resistance mutation detection. Int J Infect Dis 2020; 93:182-191. [PMID: 32061862 DOI: 10.1016/j.ijid.2020.02.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 01/31/2020] [Accepted: 02/06/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The clinical utilisation of deep sequencing in HIV treatment has been hindered due to its unknown correlation with standard Sanger genotyping and the undetermined value of minority drug resistance mutation (DRM) detection. OBJECTIVES To compare deep sequencing performance to standard Sanger genotyping with clinical samples, in an effort to delineate the correlation between the results from the two methods and to find the optimal deep sequencing threshold for clinical utilisation. METHODS We conducted a retrospective study using stored plasma collected from August 2014 to March 2018 for HIV genotyping with the commercial Sanger genotyping kit. Samples with available Sanger genotyping reports were further deep sequenced. Drug resistance was interpreted according to the Stanford HIV drug resistance database algorithm. RESULTS At 15-25% minority detection thresholds, 9-15% cases had underestimated DRMs by Sanger sequencing. The concordance between the Sanger and deep sequencing reports was 68-82% in protease-reverse transcriptase region and 88-97% in integrase region at 5-25% thresholds. The undetected drug resistant minority variants by Sanger sequencing contributed to the lower negative predictive value of Sanger genotyping in cases harbouring DRMs. CONCLUSIONS Use of deep sequencing improved detection of antiretroviral resistance mutations especially in cases with virological failure or previous treatment interruption. Deep sequencing with 10-15% detection thresholds may be considered a suitable substitute for Sanger sequencing on antiretroviral DRM detection.
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Affiliation(s)
- Nan-Yu Chen
- Division of Infectious Diseases, Department of Internal Medicine, Chang Gung Memorial Hospital Linkou Branch, Chang Gung University College of Medicine, Taiwan
| | - Shu-Wei Kao
- Division of Infectious Diseases, Department of Internal Medicine, Chang Gung Memorial Hospital Linkou Branch, Chang Gung University College of Medicine, Taiwan
| | - Zhuo-Hao Liu
- Department of Neurosurgery, Chang Gung Memorial Hospital Linkou Branch, Taiwan
| | - Ting-Shu Wu
- Division of Infectious Diseases, Department of Internal Medicine, Chang Gung Memorial Hospital Linkou Branch, Chang Gung University College of Medicine, Taiwan
| | - Chia-Lung Tsai
- Genomic Medicine Research Core Laboratory, Chang Gung Memorial Hospital, Taiwan
| | - Hsi-Hsun Lin
- General Clinical Research Centre, Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Public Health, School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Wing-Wai Wong
- Division of Infectious Diseases, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yea-Yuan Chang
- Division of Infectious Diseases, Department of Internal Medicine, National Yang-Ming University Hospital, Yilan, Taiwan; Institute of Clinical Medicine and AIDS Prevention and Research Centre, National Yang-Ming University, Taipei, Taiwan; Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan; Division of Infectious Diseases, Department of Medicine, Taipei City Hospital Ren-Ai Branch, Taiwan
| | - Shu-Sheng Chen
- Division of Infectious Diseases, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Stephane Wen-Wei Ku
- Division of Infectious Diseases, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Division of Infectious Diseases, Department of Medicine, Taipei City Hospital Ren-Ai Branch, Taiwan.
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Kiselev D, Matsvay A, Abramov I, Dedkov V, Shipulin G, Khafizov K. Current Trends in Diagnostics of Viral Infections of Unknown Etiology. Viruses 2020; 12:E211. [PMID: 32074965 PMCID: PMC7077230 DOI: 10.3390/v12020211] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 02/10/2020] [Accepted: 02/12/2020] [Indexed: 12/27/2022] Open
Abstract
Viruses are evolving at an alarming rate, spreading and inconspicuously adapting to cutting-edge therapies. Therefore, the search for rapid, informative and reliable diagnostic methods is becoming urgent as ever. Conventional clinical tests (PCR, serology, etc.) are being continually optimized, yet provide very limited data. Could high throughput sequencing (HTS) become the future gold standard in molecular diagnostics of viral infections? Compared to conventional clinical tests, HTS is universal and more precise at profiling pathogens. Nevertheless, it has not yet been widely accepted as a diagnostic tool, owing primarily to its high cost and the complexity of sample preparation and data analysis. Those obstacles must be tackled to integrate HTS into daily clinical practice. For this, three objectives are to be achieved: (1) designing and assessing universal protocols for library preparation, (2) assembling purpose-specific pipelines, and (3) building computational infrastructure to suit the needs and financial abilities of modern healthcare centers. Data harvested with HTS could not only augment diagnostics and help to choose the correct therapy, but also facilitate research in epidemiology, genetics and virology. This information, in turn, could significantly aid clinicians in battling viral infections.
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Affiliation(s)
- Daniel Kiselev
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
- I.M. Sechenov First Moscow State Medical University, 119146 Moscow, Russia
| | - Alina Matsvay
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
- Moscow Institute of Physics and Technology, National Research University, 117303 Moscow, Russia
| | - Ivan Abramov
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
| | - Vladimir Dedkov
- Pasteur Institute, Federal Service on Consumers’ Rights Protection and Human Well-Being Surveillance, 197101 Saint-Petersburg, Russia;
- Martsinovsky Institute of Medical Parasitology, Tropical and Vector Borne Diseases, Sechenov First Moscow State Medical University, 119146 Moscow, Russia
| | - German Shipulin
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
| | - Kamil Khafizov
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
- Moscow Institute of Physics and Technology, National Research University, 117303 Moscow, Russia
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Performance comparison of next generation sequencing analysis pipelines for HIV-1 drug resistance testing. Sci Rep 2020; 10:1634. [PMID: 32005884 PMCID: PMC6994664 DOI: 10.1038/s41598-020-58544-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 01/09/2020] [Indexed: 01/13/2023] Open
Abstract
Next generation sequencing (NGS) is a trending new standard for genotypic HIV-1 drug resistance (HIVDR) testing. Many NGS HIVDR data analysis pipelines have been independently developed, each with variable outputs and data management protocols. Standardization of such analytical methods and comparison of available pipelines are lacking, yet may impact subsequent HIVDR interpretation and other downstream applications. Here we compared the performance of five NGS HIVDR pipelines using proficiency panel samples from NIAID Virology Quality Assurance (VQA) program. Ten VQA panel specimens were genotyped by each of six international laboratories using their own in-house NGS assays. Raw NGS data were then processed using each of the five different pipelines including HyDRA, MiCall, PASeq, Hivmmer and DEEPGEN. All pipelines detected amino acid variants (AAVs) at full range of frequencies (1~100%) and demonstrated good linearity as compared to the reference frequency values. While the sensitivity in detecting low abundance AAVs, with frequencies between 1~20%, is less a concern for all pipelines, their specificity dramatically decreased at AAV frequencies <2%, suggesting that 2% threshold may be a more reliable reporting threshold for ensured specificity in AAV calling and reporting. More variations were observed among the pipelines when low abundance AAVs are concerned, likely due to differences in their NGS read quality control strategies. Findings from this study highlight the need for standardized strategies for NGS HIVDR data analysis, especially for the detection of minority HIVDR variants.
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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: 13] [Impact Index Per Article: 3.3] [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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Chung MH, McGrath CJ, Beck IA, Levine M, Milne RS, So I, Andersen N, Dross S, Coombs RW, Chohan B, Yatich N, Kiptinness C, Sakr SR, Kiarie JN, Frenkel LM. Evaluation of the management of pretreatment HIV drug resistance by oligonucleotide ligation assay: a randomised controlled trial. Lancet HIV 2019; 7:e104-e112. [PMID: 31818716 DOI: 10.1016/s2352-3018(19)30337-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 08/14/2019] [Accepted: 08/27/2019] [Indexed: 11/30/2022]
Abstract
BACKGROUND Although experts have recommended testing for pretreatment drug resistance (PDR) before antiretroviral therapy (ART) initiation, there is little evidence to support its implementation. We aimed to establish whether an inexpensive point mutation assay can improve virological suppression by identifying PDR to guide drug selection for ART in a lower-middle income country. METHODS Investigators did an open-label, randomised controlled trial at three HIV treatment sites in Kenya: two in Nairobi and one in rural Maseno. Individuals (aged ≥2 years) were eligible to participate if they were confirmed HIV-seropositive, qualified for first-line ART, planned to reside in the area for more than 1 year, and provided informed consent. We randomly assigned participants (1:1) to either PDR testing by oligonucleotide ligation assay (OLA) to guide selection of ART or to standard of care, which did not include OLA testing. The OLA-guided therapy group had pre-ART peripheral blood mononuclear cells evaluated for drug resistance to non-nucleoside reverse transcriptase inhibitor (NNRTI) at codons Lys103Asn, Tyr181Cys, Gly190Ala, and to lamivudine at Met184Val, and when at least one drug-resistant codon was detected in a participant's pre-ART specimen, clinicians were directed to prescribe protease inhibitor-based second-line ART. Those without detected resistance and those who were randomised to standard of care received NNRTI-based first-line ART. The primary outcome was plasma HIV-1 RNA of at least 400 copies per mL at 4, 8, or 12 months after ART initiation, which defined virological failure, assessed in all participants who received treatment (data were censored for those lost-to-follow-up or who died). The study has been completed and is registered with ClinicalTrials.gov, NCT01898754. FINDINGS We screened 1198 participants between May 28, 2013, and Nov 4, 2014, of whom 991 (83%) were enrolled (492 received OLA and 495 received standard of care; four did not begin treatment). 93 participants (prevalence 9·4%) had PDR (95% CI 7·7-11·4). 34 (8·5%) of 400 participants in the OLA group had virological failure at month 12 of ART (95% CI 6·0-11·7) compared with 39 (9·7%) of 402 (7·0-13·0) in the standard-of-care group (log-rank p=0·26). Among participants with PDR, virological failure was lower in the OLA-guided therapy group than in the standard-of-care group: five (14%) of 35 compared with 13 (50%) of 26; p=0·0020). Among those prescribed NNRTI-based ART, participants given efavirenz were less likely to have virological failure than were those receiving nevirapine (odds ratio 0·37, 95% CI 0·22-0·62; p<0·0001). The OLA-guided therapy group had 39 serious non-lethal adverse events and 34 deaths. The standard-of-care group had 34 severe adverse events and 43 deaths, differences that were not significant. Adverse events judged to potentially be due to ART were few and similar between groups, with 17 (16%) in the OLA-guided therapy group and 16 (16%) in the standard-of-care group (p=0·90). INTERPRETATION Our finding that OLA testing for PDR reduced virological failure in only those with specific PDR mutations suggests that PDR poses less of a risk for virological failure than that predicted by past prevalence estimates, and that the value of PDR testing to reduce virological failure should be assessed for antiretroviral treatment regimens. FUNDING US National Institutes of Health.
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Affiliation(s)
- Michael H Chung
- Department of Global Health, University of Washington, Seattle, WA, USA; Department of Medicine, University of Washington, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA
| | | | - Ingrid A Beck
- Seattle Children's Research Institute, University of Washington, Seattle, WA, USA
| | - Molly Levine
- Seattle Children's Research Institute, University of Washington, Seattle, WA, USA
| | - Ross S Milne
- Seattle Children's Research Institute, University of Washington, Seattle, WA, USA
| | - Isaac So
- Seattle Children's Research Institute, University of Washington, Seattle, WA, USA
| | - Nina Andersen
- Seattle Children's Research Institute, University of Washington, Seattle, WA, USA
| | - Sandra Dross
- Department of Global Health, University of Washington, Seattle, WA, USA; Seattle Children's Research Institute, University of Washington, Seattle, WA, USA
| | - Robert W Coombs
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Bhavna Chohan
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Nelly Yatich
- Department of Global Health, University of Washington, Seattle, WA, USA
| | | | | | - James N Kiarie
- Department of Obstetrics and Gynaecology, University of Nairobi, Nairobi, Kenya
| | - Lisa M Frenkel
- Department of Global Health, University of Washington, Seattle, WA, USA; Department of Laboratory Medicine, University of Washington, Seattle, WA, USA; Department of Pediatrics, University of Washington, Seattle, WA, USA; Seattle Children's Research Institute, University of Washington, Seattle, WA, USA.
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42
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Iwuji CC, Siedner MJ. Circulating resistance to first-line HIV drug regimens. Lancet HIV 2019; 7:e77-e78. [PMID: 31818715 DOI: 10.1016/s2352-3018(19)30374-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 10/10/2019] [Accepted: 10/23/2019] [Indexed: 10/25/2022]
Affiliation(s)
- Collins C Iwuji
- Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Boston, MA, USA.
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Venter WDF, Moorhouse M, Sokhela S, Fairlie L, Mashabane N, Masenya M, Serenata C, Akpomiemie G, Qavi A, Chandiwana N, Norris S, Chersich M, Clayden P, Abrams E, Arulappan N, Vos A, McCann K, Simmons B, Hill A. Dolutegravir plus Two Different Prodrugs of Tenofovir to Treat HIV. N Engl J Med 2019; 381:803-815. [PMID: 31339677 DOI: 10.1056/nejmoa1902824] [Citation(s) in RCA: 412] [Impact Index Per Article: 82.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Two drugs under consideration for inclusion in antiretroviral therapy (ART) regimens for human immunodeficiency virus (HIV) infection are dolutegravir (DTG) and tenofovir alafenamide fumarate (TAF). There are limited data on their use in low- and middle-income countries. METHODS We conducted a 96-week, phase 3, investigator-led, open-label, randomized trial in South Africa, in which we compared a triple-therapy combination of emtricitabine (FTC) and DTG plus either of two tenofovir prodrugs - TAF (TAF-based group) or tenofovir disoproxil fumarate (TDF) (TDF-based group) - against the local standard-of-care regimen of TDF-FTC-efavirenz (standard-care group). Inclusion criteria included an age of 12 years or older, no receipt of ART in the previous 6 months, a creatinine clearance of more than 60 ml per minute (>80 ml per minute in patients younger than 19 years of age), and an HIV type 1 (HIV-1) RNA level of 500 copies or more per milliliter. The primary end point was the percentage of patients with a 48-week HIV-1 RNA level of less than 50 copies per milliliter (as determined with the Snapshot algorithm from the Food and Drug Administration; noninferiority margin, -10 percentage points). We report the primary (48-week) efficacy and safety data. RESULTS A total of 1053 patients underwent randomization from February 2017 through May 2018. More than 99% of the patients were black, and 59% were female. The mean age was 32 years, and the mean CD4 count was 337 cells per cubic millimeter. At week 48, the percentage of patients with an HIV-1 RNA level of less than 50 copies per milliliter was 84% in the TAF-based group, 85% in the TDF-based group, and 79% in the standard-care group, findings that indicate that the DTG-containing regimens were noninferior to the standard-care regimen. The number of patients who discontinued the trial regimen was higher in the standard-care group than in the other two groups. In the per-protocol population, the standard-care regimen had equivalent potency to the other two regimens. The TAF-based regimen had less effect on bone density and renal function than the other regimens. Weight increase (both lean and fat mass) was greatest in the TAF-based group and among female patients (mean increase, 6.4 kg in the TAF-based group, 3.2 kg in the TDF-based group, and 1.7 kg in the standard-care group). No resistance to integrase inhibitors was identified in patients receiving the DTG-containing regimens. CONCLUSIONS Treatment with DTG combined with either of two tenofovir prodrugs (TAF and TDF) showed noninferior efficacy to treatment with the standard-care regimen. There was significantly more weight gain with the DTG-containing regimens, especially in combination with TAF, than with the standard-care regimen. (ADVANCE ClinicalTrials.gov number, NCT03122262.).
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Affiliation(s)
- Willem D F Venter
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Michelle Moorhouse
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Simiso Sokhela
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Lee Fairlie
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Nkuli Mashabane
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Masebole Masenya
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Celicia Serenata
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Godspower Akpomiemie
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Ambar Qavi
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Nomathemba Chandiwana
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Shane Norris
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Matthew Chersich
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Polly Clayden
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Elaine Abrams
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Natasha Arulappan
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Alinda Vos
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Kaitlyn McCann
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Bryony Simmons
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
| | - Andrew Hill
- From Ezintsha (W.D.F.V., M. Moorhouse, S.S., N.M., C.S., G.A., N.C., N.A., A.V.), Wits Reproductive Health and HIV Institute, Faculty of Health Sciences (W.D.F.V., M. Moorhouse, S.S., L.F., N.M., M. Masenya, C.S., G.A., N.C., M.C., N.A., A.V.), and the South African Medical Research Council Developmental Pathways for Health Research Unit, Department of Pediatrics, School of Clinical Medicine, Faculty of Health Sciences (S.N.), University of the Witwatersrand, Johannesburg; the Faculty of Medicine, Imperial College London (A.Q., K.M., B.S.), and HIV i-Base (P.C.), London, and the Department of Translational Medicine, Liverpool University, Liverpool (A.H.) - all in the United Kingdom; ICAP at Columbia University, Mailman School of Public Health and Department of Pediatrics, Vagelos College of Physicians and Surgeons, New York (E.A.); and the Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands (A.V.)
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A MiSeq-HyDRA platform for enhanced HIV drug resistance genotyping and surveillance. Sci Rep 2019; 9:8970. [PMID: 31222149 PMCID: PMC6586679 DOI: 10.1038/s41598-019-45328-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 05/31/2019] [Indexed: 12/02/2022] Open
Abstract
Conventional HIV drug resistance (HIVDR) genotyping utilizes Sanger sequencing (SS) methods, which are limited by low data throughput and the inability of detecting low abundant drug resistant variants (LADRVs). Here we present a next generation sequencing (NGS)-based HIVDR typing platform that leverages the advantages of Illumina MiSeq and HyDRA Web. The platform consists of a fully validated sample processing protocol and HyDRA web, an open web portal that allows automated customizable NGS-based HIVDR data processing. This platform was characterized and validated using a panel of HIV-spiked plasma representing all major HIV-1 subtypes, pedigreed plasmids, HIVDR proficiency specimens and clinical specimens. All examined major HIV-1 subtypes were consistently amplified at viral loads of ≥1,000 copies/ml. The gross error rate of this platform was determined at 0.21%, and minor variations were reliably detected down to 0.50% in plasmid mixtures. All HIVDR mutations identifiable by SS were detected by the MiSeq-HyDRA protocol, while LADRVs at frequencies of 1~15% were detected by MiSeq-HyDRA only. As compared to SS approaches, the MiSeq-HyDRA platform has several notable advantages including reduced cost and labour, and increased sensitivity for LADRVs, making it suitable for routine HIVDR monitoring for both patient care and surveillance purposes.
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Inzaule SC, Hamers RL, Bertagnolio S, Siedner MJ, Rinke de Wit TF, Gupta RK. Pretreatment HIV drug resistance in low- and middle-income countries. Future Virol 2019. [DOI: 10.2217/fvl-2018-0208] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Pretreatment HIV drug resistance (PDR) has been increasing with scale-up of antiretroviral therapy (ART) in low- and middle-income countries. Delay in responding to rising levels of PDR is projected to fuel a worldwide increase in mortality, HIV incidence and ART costs. Strategies to curb the rise in PDR include using antiretrovirals (ARVs) with high-genetic barrier to resistance in first-line therapy and for prophylaxis in HIV exposed infants, enhancing HIV drug resistance surveillance in populations initiating, receiving ART, and in those on pre-exposure prophylaxis, universal access and effective use of viral-load tests, improving adherence and retention and minimizing ART programmatic quality gaps. In this review, we assess the drivers of PDR, and potential strategies to mitigate its rise in prevalence and impact in low- and middle-income countries.
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Affiliation(s)
- Seth C Inzaule
- Amsterdam Institute for Global Health & Development, Department of Global Health and Development, Amsterdam UMC, University of Amsterdam, 1105 BM, North Holland, The Netherlands
| | - Raph L Hamers
- Amsterdam Institute for Global Health & Development, Department of Global Health and Development, Amsterdam UMC, University of Amsterdam, 1105 BM, North Holland, The Netherlands
- Eijkman-Oxford Clinical Research Unit, and Faculty of Medicine Universitas Indonesia, Jalan Diponegoro 69, Jakarta, 10430, Indonesia
- Nuffield Department of Medicine, Centre for Tropical Medicine & Global Health, University of Oxford, Oxford, OX3 7LF, UK
| | - Silvia Bertagnolio
- HIV/AIDS Department & Global Hepatitis Programme, World Health Organization, 20 avenue Appia, 1211 Geneva, 27, Switzerland
| | - Mark J Siedner
- Massachusetts General Hospital, Harvard University, 02114 Boston, MA, USA
- Department of Medicine, University of Cambridge, Cambridge, CB2 OXY, UK
| | - Tobias F Rinke de Wit
- Amsterdam Institute for Global Health & Development, Department of Global Health and Development, Amsterdam UMC, University of Amsterdam, 1105 BM, North Holland, The Netherlands
- Joep Lange Institute, 1105 BM, North Holland, The Netherlands
| | - Ravindra K Gupta
- Department of Medicine, University of Cambridge, Cambridge, CB2 OXY, UK
- Africa Health Research Institute, 719 Umbilo Road, Durban, KZN, South Africa
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Minority and majority pretreatment HIV-1 drug resistance associated with failure of first-line nonnucleoside reverse-transcriptase inhibitor antiretroviral therapy in Kenyan women. AIDS 2019; 33:941-951. [PMID: 30946148 DOI: 10.1097/qad.0000000000002134] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVES Among women initiating first-line nonnucleoside reverse-transcriptase inhibitor (NNRTI)-based-ART with and without a history of single-dose nevirapine (sdNVP) with or without zidovudine with or without lamivudine (ZDV with and without 3TC) for prevention of mother-to-child HIV transmission (PMTCT), we hypothesized that pre-ART HIV-drug resistance would be associated with virologic failure DESIGN/METHODS:: In a prospectively enrolled study, three genotypic drug-resistance assays [oligonucleotide-ligation-assay (OLA), consensus sequencing, and next-generation sequencing by Illumina] were retrospectively performed to detect pre-ART drug resistance. Minority or majority drug-resistant variants identified in pre-ART RNA and/or DNA, a history of antiretrovirals for PMTCT, and other risk factors were assessed for association with virologic failure. RESULTS Failure occurred in 38/169 (22.5%) women, and was associated with pre-ART drug resistance detected by any assay (OLA of plasma or PBMC, consensus sequencing of PBMC and/or plasma, and next-generation sequencing of PBMC at frequencies of at least 10% and as minority variants; all P < 0.0001). Failure was also associated with PMTCT using sdNVP and ZDV with or without 3TC, but not sdNVP only; however, the longer time-interval between PMTCT and ART initiation observed for sdNVP-only women showed no interaction with failure. Viral loads and OLA of PBMC in longitudinal specimens demonstrated rapid failure and emergence of drug resistance, particularly among sdNVP and ZDV with or without 3TC-experienced women with pre-ART drug-resistant minority variants by next-generation sequencing but without drug resistance by OLA or consensus sequencing. CONCLUSION Pre-ART drug resistance was detected similarly by OLA of PBMC or plasma and by consensus sequencing, and was associated with virologic failure soon after initiation of first-line NVP-based ART. A history of sdNVP and ZDV with or without 3TC for PMTCT or minority variants detected by next-generation sequencing identified additional women with failure. These findings emphasize the value of assessing individual antiretroviral history, particularly nonsuppressive antiretrovirals with at least two drug classes, and testing for pre-ART drug resistance, including minority variants.
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Inzaule SC, Rinke de Wit TF, Hamers RL, dW TFR. Does Tenofovir-containing First-line Antiretroviral Therapy Mitigate the Impact of Pretreatment Non-nucleoside Reverse Transcriptase Inhibitor Drug Resistance? Clin Infect Dis 2018; 68:2158-2160. [DOI: 10.1093/cid/ciy1070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 12/13/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Seth C Inzaule
- Amsterdam Institute for Global Health and Development, Department of Global Health, Amsterdam University Medical Center, University of Amsterdam
- Joep Lange Institute, Amsterdam, The Netherlands
| | - Tobias F Rinke de Wit
- Amsterdam Institute for Global Health and Development, Department of Global Health, Amsterdam University Medical Center, University of Amsterdam
- Joep Lange Institute, Amsterdam, The Netherlands
| | - Raph L Hamers
- Amsterdam Institute for Global Health and Development, Department of Global Health, Amsterdam University Medical Center, University of Amsterdam
- Eijkman-Oxford Clinical Research Unit, Eijkman Institute for Molecular Biology
- Faculty of Medicine, Universitas Indonesia, Jakarta
- Center for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
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