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Kwong AD, Najera I, Bechtel J, Bowden S, Fitzgibbon J, Harrington P, Kempf D, Kieffer TL, Koletzki D, Kukolj G, Lim S, Pilot-Matias T, Lin K, Mani N, Mo H, O'Rear J, Otto M, Parkin N, Pawlotsky JM, Petropoulos C, Picchio G, Ralston R, Reeves JD, Schooley RT, Seiwert S, Standring D, Stuyver L, Sullivan J, Miller V. Sequence and phenotypic analysis for resistance monitoring in hepatitis C virus drug development: recommendations from the HCV DRAG. Gastroenterology 2011; 140:755-60. [PMID: 21255574 DOI: 10.1053/j.gastro.2011.01.029] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Ann D Kwong
- Vertex Pharmaceuticals, Inc, Cambridge, Massachusetts, USA
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Hedskog C, Mild M, Jernberg J, Sherwood E, Bratt G, Leitner T, Lundeberg J, Andersson B, Albert J. Dynamics of HIV-1 quasispecies during antiviral treatment dissected using ultra-deep pyrosequencing. PLoS One 2010; 5:e11345. [PMID: 20628644 PMCID: PMC2898805 DOI: 10.1371/journal.pone.0011345] [Citation(s) in RCA: 110] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2010] [Accepted: 06/07/2010] [Indexed: 11/25/2022] Open
Abstract
Background Ultra-deep pyrosequencing (UDPS) allows identification of rare HIV-1 variants and minority drug resistance mutations, which are not detectable by standard sequencing. Principal Findings Here, UDPS was used to analyze the dynamics of HIV-1 genetic variation in reverse transcriptase (RT) (amino acids 180–220) in six individuals consecutively sampled before, during and after failing 3TC and AZT containing antiretroviral treatment. Optimized UDPS protocols and bioinformatic software were developed to generate, clean and analyze the data. The data cleaning strategy reduced the error rate of UDPS to an average of 0.05%, which is lower than previously reported. Consequently, the cut-off for detection of resistance mutations was very low. A median of 16,016 (range 2,406–35,401) sequence reads were obtained per sample, which allowed detection and quantification of minority resistance mutations at amino acid position 181, 184, 188, 190, 210, 215 and 219 in RT. In four of five pre-treatment samples low levels (0.07–0.09%) of the M184I mutation were observed. Other resistance mutations, except T215A and T215I were below the detection limit. During treatment failure, M184V replaced M184I and dominated the population in combination with T215Y, while wild-type variants were rarely detected. Resistant virus disappeared rapidly after treatment interruption and was undetectable as early as after 3 months. In most patients, drug resistant variants were replaced by wild-type variants identical to those present before treatment, suggesting rebound from latent reservoirs. Conclusions With this highly sensitive UDPS protocol preexisting drug resistance was infrequently observed; only M184I, T215A and T215I were detected at very low levels. Similarly, drug resistant variants in plasma quickly decreased to undetectable levels after treatment interruption. The study gives important insights into the dynamics of the HIV-1 quasispecies and is of relevance for future research and clinical use of the UDPS technology.
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Affiliation(s)
- Charlotte Hedskog
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Department of Virology, Swedish Institute for Infectious Disease Control, Stockholm, Sweden
| | - Mattias Mild
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Department of Virology, Swedish Institute for Infectious Disease Control, Stockholm, Sweden
| | - Johanna Jernberg
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Department of Virology, Swedish Institute for Infectious Disease Control, Stockholm, Sweden
| | | | - Göran Bratt
- Venhälsan, Stockholm South General Hospital, Stockholm, Sweden
- Department of Clinical Science and Education, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Leitner
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Joakim Lundeberg
- Division of Gene Technology, School of Biotechnology, Royal Institute of Technology, AlbaNova University Center, Stockholm, Sweden
| | - Björn Andersson
- Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden
| | - Jan Albert
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Department of Virology, Swedish Institute for Infectious Disease Control, Stockholm, Sweden
- * E-mail:
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Mens H, Jørgensen LB, Kronborg G, Schønning K, Benfield T. Immunological responses during a virologically failing antiretroviral regimen are associated with in vivo synonymous mutation rates of HIV type-1 env. Antivir Ther 2009. [DOI: 10.1177/135965350901400312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Little is known about the underlying causes of differences in immunological response to antiretroviral therapy during multidrug-resistant (MDR) HIV type-1 (HIV-1) infection. This study aimed to identify virological factors associated with immunological response during therapy failure. Methods Individuals with MDR HIV-1 receiving therapy for ≥3 months were included. CD4+ T-cell count slopes and pol and clonal env sequences were determined. Genetic analyses were performed using distance-based and maximum likelihood methods. Synonymous mutations rates of env were used to estimate viral replication. Results Of 1,000 patients treated between 1995 and 2003, 72 individuals fulfilled the definition for triple-class failure, but 25 were non-compliant, 21 were successfully resuppressed and 3 had died or quit therapy. Of the 23 that fulfilled study criteria, 16 had samples available for analysis. In a longitudinal mixed-effects model, plasma HIV-1 RNA only tended to predict immunological response ( P=0.06), whereas minor protease inhibitor (PI) and nucleoside reverse transcriptase (NRTI) mutations at baseline correlated significantly with CD4+ T-cell count slopes ( r=-0.56, P=0.04 and r=-0.64, P=0.008, respectively). Interestingly, synonymous mutations of env correlated inversely with CD4+ T-cell count slopes ( r=-0.60; P=0.01) and individuals with codons under positive selection had significantly better CD4+ T-cell responses than individuals without (0.42 versus -5.34; P=0.02). Conclusions Our results suggest that minor PI mutations and NRTI mutations present early during therapy failure are predictive of the CD4+ T-cell count slopes. Synonymous mutation rates of the env gene suggested that underlying differences in fitness could cause this association.
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Affiliation(s)
- Helene Mens
- Department of Infectious Diseases, Hvidovre University Hospital, Hvidovre, Denmark
- Clinical Research Centre, Hvidovre University Hospital, Hvidovre, Denmark
| | | | - Gitte Kronborg
- Department of Infectious Diseases, Hvidovre University Hospital, Hvidovre, Denmark
| | - Kristian Schønning
- Department of Clinical Microbiology, Hvidovre University Hospital, Hvidovre, Denmark
| | - Thomas Benfield
- Department of Infectious Diseases, Hvidovre University Hospital, Hvidovre, Denmark
- Clinical Research Centre, Hvidovre University Hospital, Hvidovre, Denmark
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Allers K, Knoepfel SA, Rauch P, Walter H, Opravil M, Fischer M, Günthard HF, Metzner KJ. Persistence of lamivudine-sensitive HIV-1 quasispecies in the presence of lamivudine in vitro and in vivo. J Acquir Immune Defic Syndr 2007; 44:377-85. [PMID: 17211280 DOI: 10.1097/qai.0b013e31803104c0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The establishment of persistent infection is one of the major obstacles facing the eradication of HIV-1. To improve our understanding of the mechanisms of viral persistence, we investigated the fate of defined viral quasispecies under conditions that might favor their eradication. We retrospectively analyzed changes in viral populations in HIV-1-infected patients treated with zidovudine/lamivudine and subsequently failing therapy within months in the years 1996 to 1997. Furthermore, we developed an in vitro model based on simultaneous infection of T cells with 2 or more different viral variants. Changes in minority quasispecies of drug-sensitive and drug-resistant HIV-1 variants based on lamivudine and the corresponding lamivudine-resistant viruses carrying the M184I or M184V mutation were investigated using an allele-specific real-time polymerase chain reaction assay. We demonstrate that lamivudine-sensitive and lamivudine-resistant HIV-1 variants are able to persist despite highly unfavorable conditions in vivo and in vitro and that selective advantages of viral variants can vary depending on the complexity of other simultaneously replicating viral variants.
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Affiliation(s)
- Kristina Allers
- Institute of Clinical and Moleculr Virology, University of Erlangen-Nuremburg, Erlangen, Germany
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Daar ES, Richman DD. Confronting the emergence of drug-resistant HIV type 1: impact of antiretroviral therapy on individual and population resistance. AIDS Res Hum Retroviruses 2005; 21:343-57. [PMID: 15929696 DOI: 10.1089/aid.2005.21.343] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Resistance to antiretroviral agents, and in particular the increasing levels of transmitted resistant virus could offset the substantial gains won with potent antiretroviral therapy. Primary and acquired antiretroviral resistance rates reflect the relative usage of different antiretroviral drugs in the population, as well as the inherent genetic barrier to the development of resistance associated with individual drugs. Data on antiretroviral resistance rates, gleaned from the growing HIV-1-infected population treated with a continuously increasing number of antiretroviral drugs and drug combinations, provide insights into patient management approaches for delaying the emergence of resistance and minimizing the degree of resistance. Evolving data suggest that the relative ease by which HIV-1 escapes the selective pressure of chronic drug exposure varies for the different antiretroviral drug classes and individual antiretroviral drugs. The development of resistance in vivo can be anticipated based on these data, in conjunction with the individuals treatment history and resistance testing results. These in turn can guide the judicious use of antiretroviral drugs to attain optimal treatment responses and to preserve therapeutic options for the time when antiretroviral-resistant strains emerge. The recent developments of new antiretroviral drugs, including the use of boosted protease inhibitors, suggest that treatment strategies can limit the development of resistance.
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Affiliation(s)
- Eric S Daar
- Division of HIV Medicine, Department of Medicine, Los Angeles BioMedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90502, USA.
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Alatrakchi N, Duvivier C, Costagliola D, Samri A, Marcelin AG, Kamkamidze G, Astriti M, Agher R, Calvez V, Autran B, Katlama C. Persistent low viral load on antiretroviral therapy is associated with T cell-mediated control of HIV replication. AIDS 2005; 19:25-33. [PMID: 15627030 DOI: 10.1097/00002030-200501030-00003] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND It is unclear how stable low-level viral replication and CD4 cell numbers can be maintained under highly active antiretroviral therapy (HAART). This study was designed to analyse whether HIV-specific responses in stable partially controlled patients during antiretroviral therapy (ART) differ from those observed in complete HAART failure and whether they contribute to the control of viral load (VL). METHODS Three groups of patients were selected according to plasma HIV RNA levels during 18 months of ART: persistently low VL (LoVL; HIV RNA <10,000 copies/ml; n = 28), undetectable VL (UnVL; HIV RNA <200 copies/ml; n = 29) and high VL (HiVL; HIV RNA >10,000 copies/ml; n = 14). T-cell responses were studied using lymphoproliferative and interferon (IFN)-gamma-ELISpot assays against HIV-p24, -gp160, recall antigens, and 15 pools of HIV-(Gag + RT) peptides. RESULTS Frequencies of IFN-gamma-producing CD4 T cells against HIV-p24 were higher in LoVL than in UnVL or HiVL groups [median, 131, 47 and 23 spot-forming cells (SFC)/1 x 10 peripheral blood mononuclear cells (PBMC), respectively; P = 0.012 and P = 0.047]. Lymphoproliferative responses to HIV-p24 and recall antigens were similar in LoVL and UnVL groups but lower in HiVL (P = 0.004). Frequencies of HIV-specific CD8 T cells were higher in LoVL than in UnVL (1340 versus 410 SFC/1 x 10 PBMC; P = 0.001). They correlated negatively with VL in the LoVL and HiVL (r, -0.393, P = 0.039 and r, -0.643, P = 0.024, respectively) and positively correlated with anti-HIV CD4 cell frequencies in the LoVL group only (r, 0.420; P = 0.026). CONCLUSION Persistently low viral replication (<10,000 copies/ml) during ART stimulates high frequencies of HIV-specific CD4 and CD8 T cells compared to full virus suppression or complete ART failure. The association of high anti-HIV activity with large numbers of HIV-specific CD8 T cells contribute to the control of viral replication.
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Affiliation(s)
- N Alatrakchi
- Laboratoire d'immunologie cellulaire-Inserm U543, Hôpital Pitié-Salpêtrière, Université Pierre et Marie Curie Paris
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