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Balasubramaniam M, Davids BO, Bryer A, Xu C, Thapa S, Shi J, Aiken C, Pandhare J, Perilla JR, Dash C. HIV-1 mutants that escape the cytotoxic T-lymphocytes are defective in viral DNA integration. PNAS NEXUS 2022; 1:pgac064. [PMID: 35719891 PMCID: PMC9198661 DOI: 10.1093/pnasnexus/pgac064] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 05/17/2022] [Indexed: 12/02/2022]
Abstract
HIV-1 replication is durably controlled without antiretroviral therapy (ART) in certain infected individuals called elite controllers (ECs). These individuals express specific human leukocyte antigens (HLA) that tag HIV-infected cells for elimination by presenting viral epitopes to CD8+ cytotoxic T-lymphocytes (CTL). In HIV-infected individuals expressing HLA-B27, CTLs primarily target the viral capsid protein (CA)-derived KK10 epitope. While selection of CA mutation R264K helps HIV-1 escape this potent CTL response, the accompanying fitness cost severely diminishes virus infectivity. Interestingly, selection of a compensatory CA mutation S173A restores HIV-1 replication. However, the molecular mechanism(s) underlying HIV-1 escape from this ART-free virus control by CTLs is not fully understood. Here, we report that the R264K mutation-associated infectivity defect arises primarily from impaired HIV-1 DNA integration, which is restored by the S173A mutation. Unexpectedly, the integration defect of the R264K variant was also restored upon depletion of the host cyclophilin A. These findings reveal a nuclear crosstalk between CA and HIV-1 integration as well as identify a previously unknown role of cyclophilin A in viral DNA integration. Finally, our study identifies a novel immune escape mechanism of an HIV-1 variant escaping a CA-directed CTL response.
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Affiliation(s)
| | - Benem-Orom Davids
- The Center for AIDS Health Disparities Research, Meharry Medical College, Nashville, TN - 37208, USA
| | - Alex Bryer
- Department of Chemistry, University of Delaware, Newark, DE - 19716, USA
| | - Chaoyi Xu
- Department of Chemistry, University of Delaware, Newark, DE - 19716, USA
| | - Santosh Thapa
- The Center for AIDS Health Disparities Research, Meharry Medical College, Nashville, TN - 37208, USA
| | - Jiong Shi
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN - 37232, USA
| | - Christopher Aiken
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN - 37232, USA
| | - Jui Pandhare
- The Center for AIDS Health Disparities Research, Meharry Medical College, Nashville, TN - 37208, USA
| | - Juan R Perilla
- Department of Chemistry, University of Delaware, Newark, DE - 19716, USA
| | - Chandravanu Dash
- The Center for AIDS Health Disparities Research, Meharry Medical College, Nashville, TN - 37208, USA
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2
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Moyano A, Blanch-Lombarte O, Tarancon-Diez L, Pedreño-Lopez N, Arenas M, Alvaro T, Casado C, Olivares I, Vera M, Rodriguez C, Del Romero J, López-Galíndez C, Ruiz-Mateos E, Prado JG, Pernas M. Immunoescape of HIV-1 in Env-EL9 CD8 + T cell response restricted by HLA-B*14:02 in a Non progressor who lost twenty-seven years of HIV-1 control. Retrovirology 2022; 19:6. [PMID: 35346235 PMCID: PMC8962528 DOI: 10.1186/s12977-022-00591-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 03/01/2022] [Indexed: 12/16/2022] Open
Abstract
Background Long-Term Non-Progressors (LTNPs) are untreated Human Immunodeficiency virus type 1 (HIV-1) infected individuals able to control disease progression for prolonged periods. However, the LTNPs status is temporary, as viral load increases followed by decreases in CD4 + T-cell counts. Control of HIV-1 infection in LTNPs viremic controllers, have been associated with effective immunodominant HIV-1 Gag-CD8 + T-cell responses restricted by protective HLA-B alleles. Individuals carrying HLA-B*14:02 control HIV-1 infection is related to an immunodominant Env-CD8 + T-cell response. Limited data are available on the contribution of HLA-B*14:02 CD8 + T -cells in LTNPs. Results In this study, we performed a virological and immunological detailed analysis of an HLA-B*14:02 LNTP individual that lost viral control (LVC) 27 years after HIV-1 diagnosis. We analysed viral evolution and immune escape in HLA-B*14:02 restricted CD8 + T -cell epitopes and identified viral evolution at the Env-EL9 epitope selecting the L592R mutation. By IFN-γ ELISpot and immune phenotype, we characterized HLA- B*14:02 HIV-1 CD8 + T cell responses targeting, Gag-DA9 and Env-EL9 epitopes before and after LVC. We observed an immunodominant response against the Env-EL9 epitope and a decreased of the CD8 T + cell response over time with LVC. Loss of Env-EL9 responses was concomitant with selecting K588R + L592R mutations at Env-EL9. Finally, we evaluated the impact of Env-EL9 escape mutations on HIV-1 infectivity and Env protein structure. The K588R + L592R escape variant was directly related to HIV-1 increase replicative capacity and stability of Env at the LVC. Conclusions These findings support the contribution of immunodominant Env-EL9 CD8 + T-cell responses and the imposition of immune escape variants with higher replicative capacity associated with LVC in this LNTP. These data highlight the importance of Env-EL9 specific-CD8 + T-cell responses restricted by the HLA-B*14:02 and brings new insights into understanding long-term HIV-1 control mediated by Env mediated CD8 + T-cell responses. Supplementary Information The online version contains supplementary material available at 10.1186/s12977-022-00591-7.
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Affiliation(s)
- Ana Moyano
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain.,Max Von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, Faculty of Medicine, LMU München, Munich, Germany
| | - Oscar Blanch-Lombarte
- IrsiCaixa AIDS Research Institute, Crta Canyet SN, Badalona, 08916, Barcelona, Spain.,Autonomous University of Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - Laura Tarancon-Diez
- Institute of Biomedicine of Seville (IBiS)/Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain.,Molecular Immunobiology Laboratory, Immunology Section, Hospital Gregorio Marañón, Madrid, Spain
| | - Nuria Pedreño-Lopez
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain.,IrsiCaixa AIDS Research Institute, Crta Canyet SN, Badalona, 08916, Barcelona, Spain
| | - Miguel Arenas
- Department of Biochemistry, Genetics and Immunology, University of Vigo, 36310, Vigo, Spain.,CINBIO, University of Vigo, 36310, Vigo, Spain.,Galicia Sur Health Research Institute (IIS Galicia Sur), 36310, Vigo, Spain
| | - Tamara Alvaro
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Concepción Casado
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Isabel Olivares
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Mar Vera
- Centro Sanitario Sandoval. Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Carmen Rodriguez
- Centro Sanitario Sandoval. Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Jorge Del Romero
- Centro Sanitario Sandoval. Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Cecilio López-Galíndez
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Ezequiel Ruiz-Mateos
- Institute of Biomedicine of Seville (IBiS)/Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Julia G Prado
- IrsiCaixa AIDS Research Institute, Crta Canyet SN, Badalona, 08916, Barcelona, Spain. .,Germans Trias I Pujol Research Institute (IGTP), Badalona, Spain.
| | - María Pernas
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain.
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3
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Habermann D, Kharimzadeh H, Walker A, Li Y, Yang R, Kaiser R, Brumme ZL, Timm J, Roggendorf M, Hoffmann D. HAMdetector: A Bayesian regression model that integrates information to detect HLA-associated mutations. Bioinformatics 2022; 38:2428-2436. [PMID: 35238330 DOI: 10.1093/bioinformatics/btac134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 11/21/2021] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION A key process in anti-viral adaptive immunity is that the Human Leukocyte Antigen system (HLA) presents epitopes as Major Histocompatibility Complex I (MHC I) protein-peptide complexes on cell surfaces and in this way alerts CD8+ cytotoxic T-Lymphocytes (CTLs). This pathway exerts strong selection pressure on viruses, favoring viral mutants that escape recognition by the HLA/CTL system. Naturally, such immune escape mutations often emerge in highly variable viruses, e.g. HIV or HBV, as HLA-associated mutations (HAMs), specific to the hosts MHC I proteins. The reliable identification of HAMs is not only important for understanding viral genomes and their evolution, but it also impacts the development of broadly effective anti-viral treatments and vaccines against variable viruses. By their very nature, HAMs are amenable to detection by statistical methods in paired sequence/HLA data. However, HLA alleles are very polymorphic in the human host population which makes the available data relatively sparse and noisy. Under these circumstances, one way to optimize HAM detection is to integrate all relevant information in a coherent model. Bayesian inference offers a principled approach to achieve this. RESULTS We present a new Bayesian regression model for the detection of HAMs that integrates a sparsity-inducing prior, epitope predictions, and phylogenetic bias assessment, and that yields easily interpretable quantitative information on HAM candidates. The model predicts experimentally confirmed HAMs as having high posterior probabilities, and it performs well in comparison to state-of-the-art models for several data sets from individuals infected with HBV, HDV, and HIV. AVAILABILITY The source code of this software is available at https://github.com/HAMdetector/Escape.jl under a permissive MIT license. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Daniel Habermann
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen, Essen, 45117, Germany
| | - Hadi Kharimzadeh
- Division of Clinical Pharmacology, University Hospital, LMU Munich, Munich, Germany
| | - Andreas Walker
- Institute of Virology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-Universität, Düsseldorf, 40225, Germany
| | - Yang Li
- AIDS and HIV Research Group, State Key Laboratory of Virology, Wuhan Institute of Virology,Chinese Academy of Science, Wuhan, P. R. China
| | - Rongge Yang
- AIDS and HIV Research Group, State Key Laboratory of Virology, Wuhan Institute of Virology,Chinese Academy of Science, Wuhan, P. R. China
| | - Rolf Kaiser
- Institute of Virology, University of Cologne, Faculty of Medicine and University Hospital of Cologne, Cologne, 50935, Germany
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada.,British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Jörg Timm
- Institute of Virology, Medical Faculty, University Hospital Düsseldorf, Heinrich-Heine-Universität, Düsseldorf, 40225, Germany
| | - Michael Roggendorf
- Institute of Virology, School of Medicine, Technical University of Munich/Helmholtz Zentrum München, Munich, Germany
| | - Daniel Hoffmann
- Bioinformatics and Computational Biophysics, Faculty of Biology, University of Duisburg-Essen, Essen, 45117, Germany.,Center of Medical Biotechnology, University of Duisburg-Essen, Essen, Germany.,Center for Computational Sciences and Simulation, University of Duisburg-Essen, Essen, Germany
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4
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Clinical and evolutionary consequences of HIV adaptation to HLA: implications for vaccine and cure. Curr Opin HIV AIDS 2020; 14:194-204. [PMID: 30925534 DOI: 10.1097/coh.0000000000000541] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize recent advances in our understanding of HIV adaptation to human leukocyte antigen (HLA)-associated immune pressures and its relevance to HIV prevention and cure research. RECENT FINDINGS Recent research has confirmed that HLA is a major driver of individual and population-level HIV evolution, that HIV strains are adapting to the immunogenetic profiles of the different human ethnic groups in which they circulate, and that HIV adaptation has substantial clinical and immunologic consequences. As such, adaptation represents a major challenge to HIV prevention and cure. At the same time, there are opportunities: Studies of HIV adaptation are revealing why certain HLA alleles are protective in some populations and not others; they are identifying immunogenic viral epitopes that harbor high mutational barriers to escape, and they may help illuminate novel, vaccine-relevant HIV epitopes in regions where circulating adaptation is extensive. Elucidation of HLA-driven adapted and nonadapted viral forms in different human populations and HIV subtypes also renders 'personalized' immunogen selection, as a component of HIV cure strategies, conceptually feasible. SUMMARY Though adaptation represents a major challenge to HIV prevention and cure, achieving an in-depth understanding of this phenomenon can help move the design of such strategies forward.
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5
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Potential immune escape mutations under inferred selection pressure in HIV-1 strains circulating in Medellín, Colombia. INFECTION GENETICS AND EVOLUTION 2018; 69:267-278. [PMID: 30808498 DOI: 10.1016/j.meegid.2018.07.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 06/22/2018] [Accepted: 07/02/2018] [Indexed: 11/20/2022]
Abstract
The introduction of highly active antiretroviral therapy (HAART) has significantly improved life expectancy of HIV-infected patients; nevertheless, it does not eliminate the virus from hosts, so a cure for this infection is crucial. Some strategies have employed the induction of anti-HIV CD8+ T cells. However, the high genetic variability of HIV-1 represents the biggest obstacle for these strategies, since immune escape mutations within epitopes restricted by Human Leukocyte Antigen class I molecules (HLA-I) abrogate the antiviral activity of these cells. We used a bioinformatics pipeline for the determination of such mutations, based on selection pressure and docking/refinement analyses. Fifty HIV-1 infected patients were recruited; HLA-A and HLA-B alleles were typified using sequence-specific oligonucleotide approach, and viral RNA was extracted for the amplification of HIV-1 gag, which was bulk sequenced and aligned to perform selection pressure analysis, using Single Likelihood Ancestor Counting (SLAC) and Fast Unconstrained Bayesian Approximation (FUBAR) algorithms. Positively selected sites were mapped into HLA-I-specific epitopes, and both mutated and wild type epitopes were modelled using PEP-FOLD. Molecular docking and refinement assays were carried out using AutoDock Vina 4 and FlexPepDock. Five positively selected sites were found: S54 at HLA-A*02 GC9, T84 at HLA-A*02 SL9, S125 at HLA-B*35 HY9, S173 at HLA-A*02/B*57 KS12 and I223 at HLA-B*35 HA9. Although some mutations have been previously described as immune escape mutations, the majority of them have not been reported. Molecular docking/refinement analysis showed that one combination of mutations at GC9, one at SL9, and eight at HY9 epitopes could act as immune escape mutations. Moreover, HLA-A*02-positive patients harbouring mutations at KS12, and HLA-B*35-positive patients with mutations at HY9 have significantly higher plasma viral loads than patients lacking such mutations. Thus, HLA-A and -B alleles could be shaping the genetic diversity of HIV-1 through the selection of potential immune escape mutations.
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6
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Damilano GD, Sued O, Ruiz MJ, Ghiglione Y, Canitano F, Pando M, Turk G, Cahn P, Salomón H, Dilernia D. Computational comparison of availability in CTL/gag epitopes among patients with acute and chronic HIV-1 infection. Vaccine 2018; 36:4142-4151. [PMID: 29802001 DOI: 10.1016/j.vaccine.2018.04.086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 04/23/2018] [Accepted: 04/29/2018] [Indexed: 11/26/2022]
Abstract
BACKGROUND Recent studies indicate that there is selection bias for transmission of viral polymorphisms associated with higher viral fitness. Furthermore, after transmission and before a specific immune response is mounted in the recipient, the virus undergoes a number of reversions which allow an increase in their replicative capacity. These aspects, and others, affect the viral population characteristic of early acute infection. METHODS 160 singlegag-gene amplifications were obtained by limiting-dilution RT-PCR from plasma samples of 8 ARV-naïve patients with early acute infection (<30 days, 22 days average) and 8 ARV-naive patients with approximately a year of infection (10 amplicons per patient). Sanger sequencing and NGS SMRT technology (Pacific Biosciences) were implemented to sequence the amplicons. Phylogenetic analysis was performed by using MEGA 6.06. HLA-I (A and B) typing was performed by SSOP-PCR method. The chromatograms were analyzed with Sequencher 4.10. Epitopes and immune-proteosomal cleavages prediction was performed with CBS prediction server for the 30 HLA-A and -B alleles most prevalent in our population with peptide lengths from 8 to 14 mer. Cytotoxic response prediction was performed by using IEDB Analysis Resource. RESULTS After implementing epitope prediction analysis, we identified a total number of 325 possible viral epitopes present in two or more acute or chronic patients. 60.3% (n = 196) of them were present only in acute infection (prevalent acute epitopes) while 39.7% (n = 129) were present only in chronic infection (prevalent chronic epitopes). Within p24, the difference was equally dramatic with 59.4% (79/133) being acute epitopes (p < 0.05). This is consistent with progressive viral adaptation to immune response in time and further supported by the fact that cytotoxic responses prediction showed that acute epitopes are more likely to generate immune response than chronic epitopes. Interestingly, only 27.5% of acute epitopes match the population-level consensus sequence of the virus. CONCLUSIONS Our results indicate that certain non-consensus viral residues might be transmitted more frequently than consensus-residues when located in immunological relevant positions (epitopes). This observation might be relevant to the rationale behind development of an effective vaccineto reduce viral reservoir and induce functional cure of HIV infection based in prevalent acute epitopes.
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Affiliation(s)
- Gabriel Dario Damilano
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina.
| | - Omar Sued
- Fundación Huésped, Buenos Aires, Argentina.
| | - Maria Julia Ruiz
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina.
| | - Yanina Ghiglione
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina.
| | - Flavia Canitano
- Instituto de Investigaciones Médicas Alfredo Lanari, Buenos Aires, Argentina.
| | - Maria Pando
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina.
| | - Gabriela Turk
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina.
| | - Pedro Cahn
- Fundación Huésped, Buenos Aires, Argentina.
| | - Horacio Salomón
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina.
| | - Dario Dilernia
- Instituto de Investigaciones Biomédicas en Retrovirus y SIDA Facultad de Medicina, Universidad de Buenos Aires, Argentina; Emory University, Atlanta, USA.
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Maintenance of AP-2-Dependent Functional Activities of Nef Restricts Pathways of Immune Escape from CD8 T Lymphocyte Responses. J Virol 2018; 92:JVI.01822-17. [PMID: 29237831 DOI: 10.1128/jvi.01822-17] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 12/02/2017] [Indexed: 01/28/2023] Open
Abstract
Nef-specific CD8+ T lymphocytes (CD8TL) are linked to extraordinary control of primate lentiviral replication, but the mechanisms underlying their efficacy remain largely unknown. The immunodominant, Mamu-B*017:01+-restricted Nef195-203MW9 epitope in SIVmac239 partially overlaps a sorting motif important for interactions with host AP-2 proteins and, hence, downmodulation of several host proteins, including Tetherin (CD317/BST-2), CD28, CD4, SERINC3, and SERINC5. We reasoned that CD8TL-driven evolution in this epitope might compromise Nef's ability to modulate these important molecules. Here, we used deep sequencing of SIV from nine B*017:01+ macaques throughout infection with SIVmac239 to characterize the patterns of viral escape in this epitope and then assayed the impacts of these variants on Nef-mediated modulation of multiple host molecules. Acute variation in multiple Nef195-203MW9 residues significantly compromised Nef's ability to downregulate surface Tetherin, CD4, and CD28 and reduced its ability to prevent SERINC5-mediated reduction in viral infectivity but did not impact downregulation of CD3 or major histocompatibility complex class I, suggesting the selective disruption of immunomodulatory pathways involving Nef AP-2 interactions. Together, our data illuminate a pattern of viral escape dictated by a selective balance to maintain AP-2-mediated downregulation while evading epitope-specific CD8TL responses. These data could shed light on mechanisms of both CD8TL-driven viral control generally and on Mamu-B*017:01-mediated viral control specifically.IMPORTANCE A rare subset of humans infected with HIV-1 and macaques infected with SIV can control the virus without aid of antiviral medications. A common feature of these individuals is the ability to mount unusually effective CD8 T lymphocyte responses against the virus. One of the most formidable aspects of HIV is its ability to evolve to evade immune responses, particularly CD8 T lymphocytes. We show that macaques that target a specific peptide in the SIV Nef protein are capable of better control of the virus and that, as the virus evolves to escape this response, it does so at a cost to specific functions performed by the Nef protein. Our results help show how the virus can be controlled by an immune response, which could help in designing effective vaccines.
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8
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Parto S, Lartillot N. Detecting consistent patterns of directional adaptation using differential selection codon models. BMC Evol Biol 2017. [PMID: 28645318 PMCID: PMC5481935 DOI: 10.1186/s12862-017-0979-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Phylogenetic codon models are often used to characterize the selective regimes acting on protein-coding sequences. Recent methodological developments have led to models explicitly accounting for the interplay between mutation and selection, by modeling the amino acid fitness landscape along the sequence. However, thus far, most of these models have assumed that the fitness landscape is constant over time. Fluctuations of the fitness landscape may often be random or depend on complex and unknown factors. However, some organisms may be subject to systematic changes in selective pressure, resulting in reproducible molecular adaptations across independent lineages subject to similar conditions. RESULTS Here, we introduce a codon-based differential selection model, which aims to detect and quantify the fine-grained consistent patterns of adaptation at the protein-coding level, as a function of external conditions experienced by the organism under investigation. The model parameterizes the global mutational pressure, as well as the site- and condition-specific amino acid selective preferences. This phylogenetic model is implemented in a Bayesian MCMC framework. After validation with simulations, we applied our method to a dataset of HIV sequences from patients with known HLA genetic background. Our differential selection model detects and characterizes differentially selected coding positions specifically associated with two different HLA alleles. CONCLUSION Our differential selection model is able to identify consistent molecular adaptations as a function of repeated changes in the environment of the organism. These models can be applied to many other problems, ranging from viral adaptation to evolution of life-history strategies in plants or animals.
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Affiliation(s)
- Sahar Parto
- Département de Biochimie et Médecine Moléculaire, Centre Robert Cedergren, Bio-Informatique et Génomique, Université de Montréal, Montréal, Québec, Canada.
| | - Nicolas Lartillot
- Laboratoire de Biométrie et Biologie Évolutive, Université Lyon 1, CNRS, UMR 5558, Lyon, France
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9
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Early evolution of human leucocyte antigen-associated escape mutations in variable Gag proteins predicts CD4+ decline in HIV-1 subtype C-infected women. AIDS 2017; 31:191-197. [PMID: 27755110 DOI: 10.1097/qad.0000000000001298] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE HIV-1 escape from cytotoxic T-lymphocytes results in the accumulation of human leucocyte antigen (HLA)-associated mutations in the viral genome. To understand the contribution of early escape to disease progression, this study investigated the evolution and pathogenic implications of cytotoxic T-lymphocyte escape in a cohort followed from infection for 5 years. METHODS Viral loads and CD4 cell counts were monitored in 78 subtype C-infected individuals from onset of infection until CD4 cell count decline to less than 350 cells/μl or 5 years postinfection. The gag gene was sequenced and HLA-associated changes between enrolment and 12 months postinfection were mapped. RESULTS HLA-associated escape mutations were identified in 48 (62%) of the participants and were associated with CD4 decline to less than 350 cells/μl (P = 0.05). Escape mutations in variable Gag proteins (p17 and p7p6) had a greater impact on disease progression than escape in more conserved regions (p24) (P = 0.03). The association between HLA-associated escape mutations and CD4 decline was independent of protective HLA allele (B57, B58 : 01 and B81) expression. CONCLUSION The high frequency of escape contributed to rapid disease progression in this cohort. Although HLA-adaption in both conserved and variable Gag domains in the first year of infection was detrimental to long-term clinical outcome, escape in variable domains had greater impact.
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10
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Abstract
Human leukocyte antigen class I (HLA)-restricted CD8(+) T lymphocyte (CTL) responses are crucial to HIV-1 control. Although HIV can evade these responses, the longer-term impact of viral escape mutants remains unclear, as these variants can also reduce intrinsic viral fitness. To address this, we here developed a metric to determine the degree of HIV adaptation to an HLA profile. We demonstrate that transmission of viruses that are pre-adapted to the HLA molecules expressed in the recipient is associated with impaired immunogenicity, elevated viral load and accelerated CD4(+) T cell decline. Furthermore, the extent of pre-adaptation among circulating viruses explains much of the variation in outcomes attributed to the expression of certain HLA alleles. Thus, viral pre-adaptation exploits 'holes' in the immune response. Accounting for these holes may be key for vaccine strategies seeking to elicit functional responses from viral variants, and to HIV cure strategies that require broad CTL responses to achieve successful eradication of HIV reservoirs.
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11
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A strong association of human leukocyte antigen-associated Pol and Gag mutations with clinical parameters in HIV-1 subtype A/E infection. AIDS 2016; 30:681-9. [PMID: 26595539 DOI: 10.1097/qad.0000000000000969] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Identification of human leukocyte antigen-associated HIV-1 polymorphisms (HLA-APs) in different global populations furthers our understanding of HIV-1 pathogenesis and may help identify candidate immunogens for HIV vaccines targeted to these populations. Although numerous population-based studies identifying HLA-APs have been conducted in HIV-1 subtype B- and subtype C-infected cohorts, few have focused on subtype A/E. DESIGN We investigated HLA-APs in a cohort of chronically HIV-1 subtype A/E-infected Vietnamese individuals. METHODS HLA-APs in HIV-1 Gag, Pol, and Nef regions from 388 treatment-naive individuals chronically infected with HIV-1 subtype A/E were analyzed using phylogenetically informed approaches. RESULTS A total of 303 HLA-APs were identified. HLA-APs occurring at six positions in Gag and six positions in Pol were significantly associated with higher plasma viral load (pVL), whereas HLA-APs occurring at two positions in Gag and 13 positions in Pol were significantly associated with lower CD4 T-cell counts. Furthermore, the proportion of Pol codons harboring an HLA-AP specific to the host's HLA correlated positively with HIV-1 pVL (R = 0.22; P < 0.0001) and inversely with CD4 T-cell counts (R = -0.32; P < 0.0001). Similarly, the proportion of HLA-associated Gag codons harboring host-specific HLA-AP correlated inversely with CD4 T-cell counts (R = -0.13; P = 0.01). CONCLUSION These significant associations between HIV-1 amino acids adapted to Vietnamese HLA alleles and higher pVL and lower CD4 T-cell counts suggests that accumulation of cytotoxic T cells escape mutations may influence clinical outcomes in HIV-1 subtype A/E-infected Vietnamese individuals.
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Sakai K, Chikata T, Brumme ZL, Brumme CJ, Gatanaga H, Gatanag H, Oka S, Takiguchi M. Lack of a significant impact of Gag-Protease-mediated HIV-1 replication capacity on clinical parameters in treatment-naive Japanese individuals. Retrovirology 2015; 12:98. [PMID: 26585907 PMCID: PMC4653850 DOI: 10.1186/s12977-015-0223-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 11/08/2015] [Indexed: 01/29/2023] Open
Abstract
Background HLA class I-associated escape mutations in HIV-1 Gag can reduce viral replication, suggesting that associated fitness costs could impact HIV-1 disease progression. Previous studies in North American and African cohorts have reported reduced Gag-Protease mediated viral replication capacity (Gag-Pro RC) in individuals expressing protective HLA class I alleles including HLA-B*57:01, B*27:05, and B*81:01. These studies also reported significant positive associations between Gag-Pro RCs and plasma viral load (pVL). However, these HLA alleles are virtually absent in Japan, and the importance of Gag as an immune target is not clearly defined in this population. Results We generated chimeric NL4-3 viruses carrying patient-derived Gag-Protease from 306 treatment-naive Japanese individuals chronically infected with HIV-1 subtype B. We analyzed associations between Gag-Pro RC and clinical markers of HIV-1 infection and host HLA expression. We observed no significant correlation between Gag-Pro RC and pVL in Japan in the overall cohort. However, upon exclusion of individuals expressing Japanese protective alleles HLA-B*52:01 and B*67:01, Gag-Pro RC correlated positively with pVL and negatively with CD4 T-cell count. Our results thus contrast with studies from other global cohorts reporting significantly lower Gag-Pro RC among persons expressing protective HLA alleles, and positive relationships between Gag-Pro RC and pVL in the overall study populations. We also identified five amino acids in Gag-Protease significantly associated with Gag-Pro RC, whose effects on RC were confirmed by site-directed mutagenesis. However, of the four mutations that decreased Gag-Pro RC, none were associated with reductions in pVL in Japan though two were associated with lower pVL in North America. Conclusions These data indicate that Gag fitness does not affect clinical outcomes in subjects with protective HLA class I alleles as well as the whole Japanese population. Moreover, the impact of Gag fitness costs on HIV-1 clinical parameters in chronic infection is likely low in Japan compared to other global populations. Electronic supplementary material The online version of this article (doi:10.1186/s12977-015-0223-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Keiko Sakai
- Center for AIDS Research, Kumamoto University, Kumamoto, 860-0811, Japan.
| | - Takayuki Chikata
- Center for AIDS Research, Kumamoto University, Kumamoto, 860-0811, Japan.
| | - Zabrina L Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada. .,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.
| | - Chanson J Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada.
| | - Hiroyuki Gatanaga
- Center for AIDS Research, Kumamoto University, Kumamoto, 860-0811, Japan.
| | | | - Shinichi Oka
- Center for AIDS Research, Kumamoto University, Kumamoto, 860-0811, Japan. .,National Center for Global Health and Medicine, Tokyo, 162-8655, Japan.
| | - Masafumi Takiguchi
- Center for AIDS Research, Kumamoto University, Kumamoto, 860-0811, Japan. .,International Research Center for Medical Sciences, Kumamoto University, Kumamoto, 860-0811, Japan. .,Nuffield Department of Medicine, University of Oxford, Oxford, UK.
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Grifoni A, Montesano C, Colizzi V, Amicosante M. Key role of human leukocyte antigen in modulating human immunodeficiency virus progression: An overview of the possible applications. World J Virol 2015; 4:124-133. [PMID: 25964877 PMCID: PMC4419116 DOI: 10.5501/wjv.v4.i2.124] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2014] [Revised: 01/20/2015] [Accepted: 02/12/2015] [Indexed: 02/05/2023] Open
Abstract
Host and viral factors deeply influence the human immunodeficiency virus (HIV) disease progression. Among them human leukocyte antigen (HLA) locus plays a key role at different levels. In fact, genes of the HLA locus have shown the peculiar capability to modulate both innate and adaptive immune responses. In particular, HLA class I molecules are recognized by CD8+ T-cells and natural killers (NK) cells towards the interaction with T cell receptor (TCR) and Killer Immunoglobulin Receptor (KIR) 3DL1 respectively. Polymorphisms within the different HLA alleles generate structural changes in HLA class I peptide-binding pockets. Amino acid changes in the peptide-binding pocket lead to the presentation of a different set of peptides to T and NK cells. This review summarizes the role of HLA in HIV progression toward acquired immunodeficiency disease syndrome and its receptors. Recently, many studies have been focused on determining the HLA binding-peptides. The novel use of immune-informatics tools, from the prediction of the HLA-bound peptides to the modification of the HLA-receptor complexes, is considered. A better knowledge of HLA peptide presentation and recognition are allowing new strategies for immune response manipulation to be applied against HIV virus.
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Abstract
UNLABELLED The extent to which HIV-1 clade B strains exhibit population-specific adaptations to host HLA alleles remains incompletely known, in part due to incomplete characterization of HLA-associated HIV-1 polymorphisms (HLA-APs) in different global populations. Moreover, it remains unknown to what extent the same HLA alleles may drive significantly different escape pathways across populations. As the Japanese population exhibits distinctive HLA class I allele distributions, comparative analysis of HLA-APs between HIV-1 clade B-infected Japanese and non-Asian cohorts could shed light on these questions. However, HLA-APs remain incompletely mapped in Japan. In a cohort of 430 treatment-naive Japanese with chronic HIV-1 clade B infection, we identified 284 HLA-APs in Gag, Pol, and Nef using phylogenetically corrected methods. The number of HLA-associated substitutions in Pol, notably those restricted by HLA-B*52:01, was weakly inversely correlated with the plasma viral load (pVL), suggesting that the transmission and persistence of B*52:01-driven Pol mutations could modulate the pVL. Differential selection of HLA-APs between HLA subtype members, including those differing only with respect to substitutions outside the peptide-binding groove, was observed, meriting further investigation as to their mechanisms of selection. Notably, two-thirds of HLA-APs identified in Japan had not been reported in previous studies of predominantly Caucasian cohorts and were attributable to HLA alleles unique to, or enriched in, Japan. We also identified 71 cases where the same HLA allele drove significantly different escape pathways in Japan versus predominantly Caucasian cohorts. Our results underscore the distinct global evolution of HIV-1 clade B as a result of host population-specific cellular immune pressures. IMPORTANCE Cytotoxic T lymphocyte (CTL) escape mutations in HIV-1 are broadly predictable based on the HLA class I alleles expressed by the host. Because HLA allele distributions differ among worldwide populations, the pattern and diversity of HLA-associated escape mutations are likely to be somewhat distinct to each race and region. HLA-associated polymorphisms (HLA-APs) in HIV-1 have previously been identified at the population level in European, North American, Australian, and African cohorts; however, large-scale analyses of HIV-1 clade B-specific HLA-APs in Asians are lacking. Differential intraclade HIV-1 adaptation to global populations can be investigated via comparative analyses of HLA-associated polymorphisms across ethnic groups, but such studies are rare. Here, we identify HLA-APs in a large Japanese HIV-1 clade B cohort using phylogenetically informed methods and observe that the majority of them had not been previously characterized in predominantly Caucasian populations. The results highlight HIV's unique adaptation to cellular immune pressures imposed by different global populations.
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Abstract
A global human immunodeficiency virus-1 (HIV-1) vaccine will have to elicit immune responses capable of providing protection against a tremendous diversity of HIV-1 variants. In this review, we first describe the current state of the HIV-1 vaccine field, outlining the immune responses that are desired in a global HIV-1 vaccine. In particular, we emphasize the likely importance of Env-specific neutralizing and non-neutralizing antibodies for protection against HIV-1 acquisition and the likely importance of effector Gag-specific T lymphocytes for virologic control. We then highlight four strategies for developing a global HIV-1 vaccine. The first approach is to design specific vaccines for each geographic region that include antigens tailor-made to match local circulating HIV-1 strains. The second approach is to design a vaccine that will elicit Env-specific antibodies capable of broadly neutralizing all HIV-1 subtypes. The third approach is to design a vaccine that will elicit cellular immune responses that are focused on highly conserved HIV-1 sequences. The fourth approach is to design a vaccine to elicit highly diverse HIV-1-specific responses. Finally, we emphasize the importance of conducting clinical efficacy trials as the only way to determine which strategies will provide optimal protection against HIV-1 in humans.
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Affiliation(s)
- Kathryn E Stephenson
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
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Hightower GK, May SJ, Pérez-Santiago J, Pacold ME, Wagner GA, Little SJ, Richman DD, Mehta SR, Smith DM, Pond SLK. HIV-1 clade B pol evolution following primary infection. PLoS One 2013; 8:e68188. [PMID: 23840830 PMCID: PMC3695957 DOI: 10.1371/journal.pone.0068188] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2012] [Accepted: 05/27/2013] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE Characterize intra-individual HIV-1 subtype B pol evolution in antiretroviral naive individuals. DESIGN Longitudinal cohort study of individuals enrolled during primary infection. METHODS Eligible individuals were antiretroviral naïve participants enrolled in the cohort from December 1997-December 2005 and having at least two blood samples available with the first one collected within a year of their estimated date of infection. Population-based pol sequences were generated from collected blood samples and analyzed for genetic divergence over time in respect to dual infection status, HLA, CD4 count and viral load. RESULTS 93 participants were observed for a median of 1.8 years (Mean = 2.2 years, SD =1.9 years). All participants classified as mono-infected had less than 0.7% divergence between any two of their pol sequences using the Tamura-Nei model (TN93), while individuals with dual infection had up to 7.0% divergence. The global substitution rates (substitutions/nucleotide/year) for mono and dually infected individuals were significantly different (p<0.001); however, substitution rates were not associated with HLA haplotype, CD4 or viral load. CONCLUSIONS Even after a maximum of almost 9 years of follow-up, all mono-infected participants had less than 1% divergence between baseline and longitudinal sequences, while participants with dual infection had 10 times greater divergence. These data support the use of HIV-1 pol sequence data to evaluate transmission events, networks and HIV-1 dual infection.
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Affiliation(s)
- George K. Hightower
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
| | - Susanne J. May
- Department of Biostatistics, University of Washington, Seattle, Washington United States of America
| | - Josué Pérez-Santiago
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
| | - Mary E. Pacold
- Life Technologies, San Francisco, California United States of America
| | - Gabriel A. Wagner
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
| | - Susan J. Little
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
| | - Douglas D. Richman
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
- Veterans Administration San Diego Healthcare System, San Diego, California, United States of America
| | - Sanjay R. Mehta
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
| | - Davey M. Smith
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
- Veterans Administration San Diego Healthcare System, San Diego, California, United States of America
- * E-mail:
| | - Sergei L. Kosakovsky Pond
- Department of Medicine, University of California San Diego, La Jolla, California United States of America
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Gatanaga H, Murakoshi H, Hachiya A, Hayashida T, Chikata T, Ode H, Tsuchiya K, Sugiura W, Takiguchi M, Oka S. Naturally Selected Rilpivirine-Resistant HIV-1 Variants by Host Cellular Immunity. Clin Infect Dis 2013; 57:1051-5. [DOI: 10.1093/cid/cit430] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Carlson JM, Brumme CJ, Martin E, Listgarten J, Brockman MA, Le AQ, Chui CKS, Cotton LA, Knapp DJHF, Riddler SA, Haubrich R, Nelson G, Pfeifer N, DeZiel CE, Heckerman D, Apps R, Carrington M, Mallal S, Harrigan PR, John M, Brumme ZL. Correlates of protective cellular immunity revealed by analysis of population-level immune escape pathways in HIV-1. J Virol 2012; 86:13202-16. [PMID: 23055555 PMCID: PMC3503140 DOI: 10.1128/jvi.01998-12] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 10/02/2012] [Indexed: 12/11/2022] Open
Abstract
HLA class I-associated polymorphisms identified at the population level mark viral sites under immune pressure by individual HLA alleles. As such, analysis of their distribution, frequency, location, statistical strength, sequence conservation, and other properties offers a unique perspective from which to identify correlates of protective cellular immunity. We analyzed HLA-associated HIV-1 subtype B polymorphisms in 1,888 treatment-naïve, chronically infected individuals using phylogenetically informed methods and identified characteristics of HLA-associated immune pressures that differentiate protective and nonprotective alleles. Over 2,100 HLA-associated HIV-1 polymorphisms were identified, approximately one-third of which occurred inside or within 3 residues of an optimally defined cytotoxic T-lymphocyte (CTL) epitope. Differential CTL escape patterns between closely related HLA alleles were common and increased with greater evolutionary distance between allele group members. Among 9-mer epitopes, mutations at HLA-specific anchor residues represented the most frequently detected escape type: these occurred nearly 2-fold more frequently than expected by chance and were computationally predicted to reduce peptide-HLA binding nearly 10-fold on average. Characteristics associated with protective HLA alleles (defined using hazard ratios for progression to AIDS from natural history cohorts) included the potential to mount broad immune selection pressures across all HIV-1 proteins except Nef, the tendency to drive multisite and/or anchor residue escape mutations within known CTL epitopes, and the ability to strongly select mutations in conserved regions within HIV's structural and functional proteins. Thus, the factors defining protective cellular immune responses may be more complex than simply targeting conserved viral regions. The results provide new information to guide vaccine design and immunogenicity studies.
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Affiliation(s)
| | - Chanson J. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Eric Martin
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | | | - Mark A. Brockman
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Anh Q. Le
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Celia K. S. Chui
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Laura A. Cotton
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | | | - Sharon A. Riddler
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Richard Haubrich
- Department of Medicine, University of California San Diego, San Diego, California, USA
| | - George Nelson
- Basic Research Program, Center for Cancer Research Genetics Core, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Nico Pfeifer
- Microsoft Research, Los Angeles, California, USA
| | | | | | - Richard Apps
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA, and Ragon Institute of Massachusetts General Hospital, MIT, and Harvard, Charlestown, Massachusetts, USA
| | - Mary Carrington
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA, and Ragon Institute of Massachusetts General Hospital, MIT, and Harvard, Charlestown, Massachusetts, USA
| | - Simon Mallal
- Centre for Clinical Immunology and Biomedical Statistics, Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- Department of Clinical Immunology, Royal Perth Hospital, Perth, Western Australia, Australia
| | | | - Mina John
- Centre for Clinical Immunology and Biomedical Statistics, Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- Department of Clinical Immunology, Royal Perth Hospital, Perth, Western Australia, Australia
| | - Zabrina L. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - the International HIV Adaptation Collaborative
- Microsoft Research, Los Angeles, California, USA
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Department of Medicine, University of California San Diego, San Diego, California, USA
- Basic Research Program, Center for Cancer Research Genetics Core, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA, and Ragon Institute of Massachusetts General Hospital, MIT, and Harvard, Charlestown, Massachusetts, USA
- Centre for Clinical Immunology and Biomedical Statistics, Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- Department of Clinical Immunology, Royal Perth Hospital, Perth, Western Australia, Australia
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Significant reductions in Gag-protease-mediated HIV-1 replication capacity during the course of the epidemic in Japan. J Virol 2012; 87:1465-76. [PMID: 23152532 DOI: 10.1128/jvi.02122-12] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) evolves rapidly in response to host immune selection pressures. As a result, the functional properties of HIV-1 isolates from earlier in the epidemic may differ from those of isolates from later stages. However, few studies have investigated alterations in viral replication capacity (RC) over the epidemic. In the present study, we compare Gag-Protease-associated RC between early and late isolates in Japan (1994 to 2009). HIV-1 subtype B sequences from 156 antiretroviral-naïve Japanese with chronic asymptomatic infection were used to construct a chimeric NL4-3 strain encoding plasma-derived gag-protease. Viral replication capacity was examined by infecting a long terminal repeat-driven green fluorescent protein-reporter T cell line. We observed a reduction in the RC of chimeric NL4-3 over the epidemic, which remained significant after adjusting for the CD4(+) T cell count and plasma virus load. The same outcome was seen when limiting the analysis to a single large cluster of related sequences, indicating that our results are not due to shifts in the molecular epidemiology of the epidemic in Japan. Moreover, the change in RC was independent of genetic distance between patient-derived sequences and wild-type NL4-3, thus ruling out potential temporal bias due to genetic similarity between patient and historic viral backbone sequences. Collectively, these data indicate that Gag-Protease-associated HIV-1 replication capacity has decreased over the epidemic in Japan. Larger studies from multiple geographical regions will be required to confirm this phenomenon.
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Differential clade-specific HLA-B*3501 association with HIV-1 disease outcome is linked to immunogenicity of a single Gag epitope. J Virol 2012; 86:12643-54. [PMID: 22973023 DOI: 10.1128/jvi.01381-12] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The strongest genetic influence on immune control in HIV-1 infection is the HLA class I genotype. Rapid disease progression in B-clade infection has been linked to HLA-B*35 expression, in particular to the less common HLA-B*3502 and HLA-B*3503 subtypes but also to the most prevalent subtype, HLA-B*3501. In these studies we first demonstrated that whereas HLA-B*3501 is associated with a high viral set point in two further B-clade-infected cohorts, in Japan and Mexico, this association does not hold in two large C-clade-infected African cohorts. We tested the hypothesis that clade-specific differences in HLA associations with disease outcomes may be related to distinct targeting of critical CD8(+) T-cell epitopes. We observed that only one epitope was significantly targeted differentially, namely, the Gag-specific epitope NPPIPVGDIY (NY10, Gag positions 253 to 262) (P = 2 × 10(-5)). In common with two other HLA-B*3501-restricted epitopes, in Gag and Nef, that were not targeted differentially, a response toward NY10 was associated with a significantly lower viral set point. Nonimmunogenicity of NY10 in B-clade-infected subjects derives from the Gag-D260E polymorphism present in ∼90% of B-clade sequences, which critically reduces recognition of the Gag NY10 epitope. These data suggest that in spite of any inherent HLA-linked T-cell receptor repertoire differences that may exist, maximizing the breadth of the Gag-specific CD8(+) T-cell response, by the addition of even a single epitope, may be of overriding importance in achieving immune control of HIV infection. This distinction is of direct relevance to development of vaccines designed to optimize the anti-HIV CD8(+) T-cell response in all individuals, irrespective of HLA type.
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Abstract
The complex interplay between the host immune response and HIV has been the subject of intense research over the last 25 years. HIV and simian immunodeficiency virus (SIV) CD8 T cells have been of particular interest since they were demonstrated to be temporally associated with reduction in virus load shortly following transmission. Here, we briefly review the phenotypic and functional properties of HIV-specific and SIV-specific CD8 T-cell subsets during HIV infection and consider the influence of viral variation with specific responses that are associated with disease progression or control. The development of an effective HIV/AIDS vaccine combined with existing successful prevention and treatment strategies is essential for preventing new infections. In the context of previous clinical HIV/AIDS vaccine trials, we consider the challenges faced by therapeutic and vaccine strategies designed to elicit effective HIV-specific CD8 T cells.
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Carlson JM, Listgarten J, Pfeifer N, Tan V, Kadie C, Walker BD, Ndung'u T, Shapiro R, Frater J, Brumme ZL, Goulder PJR, Heckerman D. Widespread impact of HLA restriction on immune control and escape pathways of HIV-1. J Virol 2012; 86:5230-43. [PMID: 22379086 PMCID: PMC3347390 DOI: 10.1128/jvi.06728-11] [Citation(s) in RCA: 99] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2011] [Accepted: 02/20/2012] [Indexed: 11/20/2022] Open
Abstract
The promiscuous presentation of epitopes by similar HLA class I alleles holds promise for a universal T-cell-based HIV-1 vaccine. However, in some instances, cytotoxic T lymphocytes (CTL) restricted by HLA alleles with similar or identical binding motifs are known to target epitopes at different frequencies, with different functional avidities and with different apparent clinical outcomes. Such differences may be illuminated by the association of similar HLA alleles with distinctive escape pathways. Using a novel computational method featuring phylogenetically corrected odds ratios, we systematically analyzed differential patterns of immune escape across all optimally defined epitopes in Gag, Pol, and Nef in 2,126 HIV-1 clade C-infected adults. Overall, we identified 301 polymorphisms in 90 epitopes associated with HLA alleles belonging to shared supertypes. We detected differential escape in 37 of 38 epitopes restricted by more than one allele, which included 278 instances of differential escape at the polymorphism level. The majority (66 to 97%) of these resulted from the selection of unique HLA-specific polymorphisms rather than differential epitope targeting rates, as confirmed by gamma interferon (IFN-γ) enzyme-linked immunosorbent spot assay (ELISPOT) data. Discordant associations between HLA alleles and viral load were frequently observed between allele pairs that selected for differential escape. Furthermore, the total number of associated polymorphisms strongly correlated with average viral load. These studies confirm that differential escape is a widespread phenomenon and may be the norm when two alleles present the same epitope. Given the clinical correlates of immune escape, such heterogeneity suggests that certain epitopes will lead to discordant outcomes if applied universally in a vaccine.
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Keane NM, Roberts SG, Almeida CAM, Krishnan T, Chopra A, Demaine E, Laird R, Tschochner M, Carlson JM, Mallal S, Heckerman D, James I, John M. High-avidity, high-IFNγ-producing CD8 T-cell responses following immune selection during HIV-1 infection. Immunol Cell Biol 2012; 90:224-34. [PMID: 21577229 PMCID: PMC3173576 DOI: 10.1038/icb.2011.34] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
HIV-1 mutations, which reduce or abolish CTL responses against virus-infected cells, are frequently selected in acute and chronic HIV infection. Among population HIV-1 sequences, immune selection is evident as human leukocyte antigen (HLA) allele-associated substitutions of amino acids within or near CD8 T-cell epitopes. In these cases, the non-adapted epitope is susceptible to immune recognition until an escape mutation renders the epitope less immunogenic. However, several population-based studies have independently identified HLA-associated viral changes, which lead to the formation of a new T-cell epitope, suggesting that the immune responses that these variants or 'neo-epitopes' elicit provide an evolutionary advantage to the virus rather than the host. Here, we examined the functional characteristics of eight CD8 T-cell responses that result from viral adaptation in 125 HLA-genotyped individuals with chronic HIV-1 infection. Neo-epitopes included well-characterized immunodominant epitopes restricted by common HLA alleles, and in most cases the T-cell responses against the neo-epitope showed significantly greater functional avidity and higher IFNγ production than T cells for non-adapted epitopes, but were not more cytotoxic. Neo-epitope formation and emergence of cognate T-cell response coincident with a rise in viral load was then observed in vivo in an acutely infected individual. These findings show that HIV-1 adaptation not only abrogates the immune recognition of early targeted epitopes, but may also increase immune recognition to other epitopes, which elicit immunodominant but non-protective T-cell responses. These data have implications for immunodominance associated with polyvalent vaccines based on the diversity of chronic HIV-1 sequences.
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Affiliation(s)
- Niamh M Keane
- Centre for Clinical Immunology and Biomedical Statistics, Institute for Immunology and Infectious Diseases, Murdoch University, Perth, Western Australia, Australia
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Novitsky V, Wang R, Baca J, Margolin L, McLane MF, Moyo S, van Widenfelt E, Makhema J, Essex M. Evolutionary gamut of in vivo Gag substitutions during early HIV-1 subtype C infection. Virology 2011; 421:119-28. [PMID: 22014506 DOI: 10.1016/j.virol.2011.09.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2011] [Revised: 07/18/2011] [Accepted: 09/21/2011] [Indexed: 01/03/2023]
Abstract
Two analyses of HIV-1 subtype C Gag quasispecies were performed in a prospective cohort of 42 acutely and recently infected individuals by SGA on viral RNA/proviral DNA templates. First, in vivo Gag substitutions were assessed in relation to the HIV-1C consensus sequence, which revealed that 29.3% of detected amino acid substitutions can be classified as reversions to subtype consensus, 61.3% as forward substitutions from subtype consensus, and 9.3% as polymorphisms not associated with the subtype consensus sequence. Second, the proportion, dynamics, and relationships within individual pools of viral quasispecies were analyzed. Among reverse substitutions, 16.1% were minor, 11.0% transient, 13.6% dominant, and 59.2% fixed. In contrast, 31.6% of forward substitutions were minor, 59.3% transient, 3.8% dominant, and 5.3% fixed. The distinct patterns in the spectrum and dynamics of reverse and forward Gag substitutions suggest that these differences should be considered in HIV-1 evolutionary studies and analyses of viral mutational pathways.
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Affiliation(s)
- Vladimir Novitsky
- Harvard School of Public Health AIDS Initiative, Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts 02115, United States
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25
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Berger CT, Frahm N, Price DA, Mothe B, Ghebremichael M, Hartman KL, Henry LM, Brenchley JM, Ruff LE, Venturi V, Pereyra F, Sidney J, Sette A, Douek DC, Walker BD, Kaufmann DE, Brander C. High-functional-avidity cytotoxic T lymphocyte responses to HLA-B-restricted Gag-derived epitopes associated with relative HIV control. J Virol 2011; 85:9334-45. [PMID: 21752903 PMCID: PMC3165743 DOI: 10.1128/jvi.00460-11] [Citation(s) in RCA: 108] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2011] [Accepted: 06/30/2011] [Indexed: 12/20/2022] Open
Abstract
Virus-specific cytotoxic T lymphocytes (CTL) with high levels of functional avidity have been associated with viral clearance in hepatitis C virus infection and with enhanced antiviral protective immunity in animal models. However, the role of functional avidity as a determinant of HIV-specific CTL efficacy remains to be assessed. Here we measured the functional avidities of HIV-specific CTL responses targeting 20 different, optimally defined CTL epitopes restricted by 13 different HLA class I alleles in a cohort comprising 44 HIV controllers and 68 HIV noncontrollers. Responses restricted by HLA-B alleles and responses targeting epitopes located in HIV Gag exhibited significantly higher functional avidities than responses restricted by HLA-A or HLA-C molecules (P = 0.0003) or responses targeting epitopes outside Gag (P < 0.0001). The functional avidities of Gag-specific and HLA-B-restricted responses were higher in HIV controllers than in noncontrollers (P = 0.014 and P = 0.018) and were not restored in HIV noncontrollers initiating antiretroviral therapy. T-cell receptor (TCR) analyses revealed narrower TCR repertoires in higher-avidity CTL populations, which were dominated by public TCR sequences in HIV controllers. Together, these data link the presence of high-avidity Gag-specific and HLA-B-restricted CTL responses with viral suppression in vivo and provide new insights into the immune parameters that mediate spontaneous control of HIV infection.
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Affiliation(s)
- Christoph T. Berger
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Nicole Frahm
- Fred Hutchinson Cancer Research Center/NIAID HIV Vaccine Trials Network (HVTN), Seattle, Washington
| | - David A. Price
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
- Department of Infection, Immunity and Biochemistry, Cardiff University School of Medicine, Cardiff, Wales, United Kingdom
| | - Beatriz Mothe
- Lluita contra la Sida Foundation, Hospital Germans Trias i Pujol, Universitat Autònoma de Badalona, Barcelona, Spain
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Musie Ghebremichael
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kari L. Hartman
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Leah M. Henry
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Jason M. Brenchley
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
| | - Laura E. Ruff
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
| | - Vanessa Venturi
- Computational Biology Group, Centre for Vascular Research, University of New South Wales, Kensington, New South Wales, Australia
| | - Florencia Pereyra
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - John Sidney
- La Jolla Institute for Allergy and Immunology, La Jolla, California
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, La Jolla, California
| | - Daniel C. Douek
- Human Immunology Section, Vaccine Research Center, NIAID, NIH, Bethesda, Maryland
| | - Bruce D. Walker
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
- Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Daniel E. Kaufmann
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
| | - Christian Brander
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Boston, Massachusetts
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Germans Trias i Pujol, Badalona, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avancats (ICREA), Barcelona, Spain
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26
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Sharp ER, Willberg CB, Kuebler PJ, Abadi J, Fennelly GJ, Dobroszycki J, Wiznia AA, Rosenberg MG, Nixon DF. Immunodominance of HIV-1 specific CD8+ T-cell responses is related to disease progression rate in vertically infected adolescents. PLoS One 2011; 6:e21135. [PMID: 21818255 PMCID: PMC3139570 DOI: 10.1371/journal.pone.0021135] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2011] [Accepted: 05/20/2011] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND HIV-1 vertically infected children in the USA are living into adolescence and beyond with the widespread use of antiretroviral drugs. These patients exhibit striking differences in the rate of HIV-1 disease progression which could provide insights into mechanisms of control. We hypothesized that differences in the pattern of immunodomination including breadth, magnitude and polyfunctionality of HIV-1 specific CD8+ T cell response could partially explain differences in progression rate. METHODOLOGY/PRINCIPAL FINDINGS In this study, we mapped, quantified, and assessed the functionality of these responses against individual HIV-1 Gag peptides in 58 HIV-1 vertically infected adolescents. Subjects were divided into two groups depending upon the rate of disease progression: adolescents with a sustained CD4%≥25 were categorized as having no immune suppression (NS), and those with CD4%≤15 categorized as having severe immune suppression (SS). We observed differences in the area of HIV-1-Gag to which the two groups made responses. In addition, subjects who expressed the HLA- B*57 or B*42 alleles were highly likely to restrict their immunodominant response through these alleles. There was a significantly higher frequency of naïve CD8+ T cells in the NS subjects (p = 0.0066) compared to the SS subjects. In contrast, there were no statistically significant differences in any other CD8+ T cell subsets. The differentiation profiles and multifunctionality of Gag-specific CD8+ T cells, regardless of immunodominance, also failed to demonstrate meaningful differences between the two groups. CONCLUSIONS/SIGNIFICANCE Together, these data suggest that, at least in vertically infected adolescents, the region of HIV-1-Gag targeted by CD8+ T cells and the magnitude of that response relative to other responses may have more importance on the rate of disease progression than their qualitative effector functions.
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Affiliation(s)
- Elizabeth R. Sharp
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Christian B. Willberg
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Peter J. Kuebler
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Jacob Abadi
- Jacobi Medical Center, Bronx, New York, United States of America
| | | | | | - Andrew A. Wiznia
- Jacobi Medical Center, Bronx, New York, United States of America
| | | | - Douglas F. Nixon
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, United States of America
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27
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English S, Katzourakis A, Bonsall D, Flanagan P, Duda A, Fidler S, Weber J, McClure M, Phillips R, Frater J. Phylogenetic analysis consistent with a clinical history of sexual transmission of HIV-1 from a single donor reveals transmission of highly distinct variants. Retrovirology 2011; 8:54. [PMID: 21736738 PMCID: PMC3161944 DOI: 10.1186/1742-4690-8-54] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2011] [Accepted: 07/07/2011] [Indexed: 01/27/2023] Open
Abstract
Background To combat the pandemic of human immunodeficiency virus 1 (HIV-1), a successful vaccine will need to cope with the variability of transmissible viruses. Human hosts infected with HIV-1 potentially harbour many viral variants but very little is known about viruses that are likely to be transmitted, or even if there are viral characteristics that predict enhanced transmission in vivo. We show for the first time that genetic divergence consistent with a single transmission event in vivo can represent several years of pre-transmission evolution. Results We describe a highly unusual case consistent with a single donor transmitting highly related but distinct HIV-1 variants to two individuals on the same evening. We confirm that the clustering of viral genetic sequences, present within each recipient, is consistent with the history of a single donor across the viral env, gag and pol genes by maximum likelihood and Bayesian Markov Chain Monte Carlo based phylogenetic analyses. Based on an uncorrelated, lognormal relaxed clock of env gene evolution calibrated with other datasets, the time since the most recent common ancestor is estimated as 2.86 years prior to transmission (95% confidence interval 1.28 to 4.54 years). Conclusion Our results show that an effective design for a preventative vaccine will need to anticipate extensive HIV-1 diversity within an individual donor as well as diversity at the population level.
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Affiliation(s)
- Suzanne English
- Nuffield Department of Clinical Medicine, Peter Medawar Building for Pathogen Research, Oxford University, South Parks Road, Oxford, OX1 3SY, UK
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28
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Matthews PC, Adland E, Listgarten J, Leslie A, Mkhwanazi N, Carlson JM, Harndahl M, Stryhn A, Payne RP, Ogwu A, Huang KHG, Frater J, Paioni P, Kloverpris H, Jooste P, Goedhals D, van Vuuren C, Steyn D, Riddell L, Chen F, Luzzi G, Balachandran T, Ndung'u T, Buus S, Carrington M, Shapiro R, Heckerman D, Goulder PJR. HLA-A*7401-mediated control of HIV viremia is independent of its linkage disequilibrium with HLA-B*5703. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2011; 186:5675-86. [PMID: 21498667 PMCID: PMC3738002 DOI: 10.4049/jimmunol.1003711] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The potential contribution of HLA-A alleles to viremic control in chronic HIV type 1 (HIV-1) infection has been relatively understudied compared with HLA-B. In these studies, we show that HLA-A*7401 is associated with favorable viremic control in extended southern African cohorts of >2100 C-clade-infected subjects. We present evidence that HLA-A*7401 operates an effect that is independent of HLA-B*5703, with which it is in linkage disequilibrium in some populations, to mediate lowered viremia. We describe a novel statistical approach to detecting additive effects between class I alleles in control of HIV-1 disease, highlighting improved viremic control in subjects with HLA-A*7401 combined with HLA-B*57. In common with HLA-B alleles that are associated with effective control of viremia, HLA-A*7401 presents highly targeted epitopes in several proteins, including Gag, Pol, Rev, and Nef, of which the Gag epitopes appear immunodominant. We identify eight novel putative HLA-A*7401-restricted epitopes, of which three have been defined to the optimal epitope. In common with HLA-B alleles linked with slow progression, viremic control through an HLA-A*7401-restricted response appears to be associated with the selection of escape mutants within Gag epitopes that reduce viral replicative capacity. These studies highlight the potentially important contribution of an HLA-A allele to immune control of HIV infection, which may have been concealed by a stronger effect mediated by an HLA-B allele with which it is in linkage disequilibrium. In addition, these studies identify a factor contributing to different HIV disease outcomes in individuals expressing HLA-B*5703.
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Affiliation(s)
- Philippa C Matthews
- Department of Paediatrics, University of Oxford, Oxford OX1 3SY, United Kingdom
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29
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Li JZ, Brumme ZL, Brumme CJ, Wang H, Spritzler J, Robertson MN, Lederman MM, Carrington M, Walker BD, Schooley RT, Kuritzkes DR. Factors associated with viral rebound in HIV-1-infected individuals enrolled in a therapeutic HIV-1 gag vaccine trial. J Infect Dis 2011; 203:976-83. [PMID: 21402549 DOI: 10.1093/infdis/jiq143] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Human immunodeficiency virus type 1 (HIV-1) vaccines directed to the cell-mediated immune system could have a role in lowering the plasma HIV-1 RNA set point, which may reduce infectivity and delay disease progression. METHODS Randomized, placebo-controlled trial involving HIV-1-infected participants who received a recombinant adenovirus serotype 5 (rAd5) HIV-1 gag vaccine or placebo. Sequence-based HLA typing was performed for all 110 participants who initiated analytic treatment interruption (ATI) to assess the role of HLA types previously associated with HIV prognosis. Plasma HIV-1 gag and pol RNA sequences were obtained during the ATI. Virologic endpoints and HLA groups were compared between treatment arms using the 2-sample rank sum test. A linear regression model was fitted to derive independent correlates of ATI week 16 plasma viral load (w16 PVL). RESULTS Vaccinated participants with neutral HLA alleles had lower median w16 PVLs than did vaccinated participants with protective HLA alleles (P = .01) or placebo participants with neutral HLA alleles (P = .02). Factors independently associated with lower w16 PVL included lower pre-antiretroviral therapy PVL, greater Gag sequence divergence from the vaccine sequence, decreased proportion of HLA-associated polymorphisms in Gag, and randomization to the vaccine arm. CONCLUSIONS Therapeutic vaccination with a rAd5-HIV gag vaccine was associated with lower ATI week 16 PVL even after controlling for viral and host genetic factors. CLINICAL TRIALS REGISTRATION NCT00080106.
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Affiliation(s)
- Jonathan Z Li
- Section of Retroviral Therapeutics, Brigham and Women's Hospital, Boston, Massachusetts 02139, USA
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30
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Lazaro E, Kadie C, Stamegna P, Zhang SC, Gourdain P, Lai NY, Zhang M, Martinez SA, Heckerman D, Le Gall S. Variable HIV peptide stability in human cytosol is critical to epitope presentation and immune escape. J Clin Invest 2011; 121:2480-92. [PMID: 21555856 DOI: 10.1172/jci44932] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2010] [Accepted: 03/16/2011] [Indexed: 11/17/2022] Open
Abstract
Induction of virus-specific CD8⁺ T cell responses is critical for the success of vaccines against chronic viral infections. Despite the large number of potential MHC-I-restricted epitopes located in viral proteins, MHC-I-restricted epitope generation is inefficient, and factors defining the production and presentation of MHC-I-restricted viral epitopes are poorly understood. Here, we have demonstrated that the half-lives of HIV-derived peptides in cytosol from primary human cells were highly variable and sequence dependent, and significantly affected the efficiency of cell recognition by CD8⁺ T cells. Furthermore, multiple clinical isolates of HLA-associated HIV epitope variants displayed reduced half-lives relative to consensus sequence. This decreased cytosolic peptide stability diminished epitope presentation and CTL recognition, illustrating a mechanism of immune escape. Chaperone complexes including Hsp90 and histone deacetylase HDAC6 enhanced peptide stability by transient protection from peptidase degradation. Based on empirical results with 166 peptides, we developed a computational approach utilizing a sequence-based algorithm to estimate the cytosolic stability of antigenic peptides. Our results identify sequence motifs able to alter the amount of peptide available for loading onto MHC-I, suggesting potential new strategies to modulate epitope production from vaccine immunogens.
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Affiliation(s)
- Estibaliz Lazaro
- Ragon Institute of MGH, MIT and Harvard, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02129, USA
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31
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Huang KHG, Goedhals D, Carlson JM, Brockman MA, Mishra S, Brumme ZL, Hickling S, Tang CSW, Miura T, Seebregts C, Heckerman D, Ndung'u T, Walker B, Klenerman P, Steyn D, Goulder P, Phillips R, van Vuuren C, Frater J. Progression to AIDS in South Africa is associated with both reverting and compensatory viral mutations. PLoS One 2011; 6:e19018. [PMID: 21544209 PMCID: PMC3081339 DOI: 10.1371/journal.pone.0019018] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Accepted: 03/13/2011] [Indexed: 11/18/2022] Open
Abstract
We lack the understanding of why HIV-infected individuals in South Africa progress to AIDS. We hypothesised that in end-stage disease there is a shifting dynamic between T cell imposed immunity and viral immune escape, which, through both compensatory and reverting viral mutations, results in increased viral fitness, elevated plasma viral loads and disease progression. We explored how T cell responses, viral adaptation and viral fitness inter-relate in South African cohorts recruited from Bloemfontein, the Free State (n = 278) and Durban, KwaZulu-Natal (n = 775). Immune responses were measured by γ-interferon ELISPOT assays. HLA-associated viral polymorphisms were determined using phylogenetically corrected techniques, and viral replication capacity (VRC) was measured by comparing the growth rate of gag-protease recombinant viruses against recombinant NL4-3 viruses. We report that in advanced disease (CD4 counts <100 cells/µl), T cell responses narrow, with a relative decline in Gag-directed responses (p<0.0001). This is associated with preserved selection pressure at specific viral amino acids (e.g., the T242N polymorphism within the HLA-B*57/5801 restricted TW10 epitope), but with reversion at other sites (e.g., the T186S polymorphism within the HLA-B*8101 restricted TL9 epitope), most notably in Gag and suggestive of "immune relaxation". The median VRC from patients with CD4 counts <100 cells/µl was higher than from patients with CD4 counts ≥ 500 cells/µl (91.15% versus 85.19%, p = 0.0004), potentially explaining the rise in viral load associated with disease progression. Mutations at HIV Gag T186S and T242N reduced VRC, however, in advanced disease only the T242N mutants demonstrated increasing VRC, and were associated with compensatory mutations (p = 0.013). These data provide novel insights into the mechanisms of HIV disease progression in South Africa. Restoration of fitness correlates with loss of viral control in late disease, with evidence for both preserved and relaxed selection pressure across the HIV genome. Interventions that maintain viral fitness costs could potentially slow progression.
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Affiliation(s)
- Kuan-Hsiang Gary Huang
- Nuffield Department of Clinical Medicine,
Oxford University, Oxford, United Kingdom
- The James Martin 21st Century School,
Oxford, United Kingdom
| | - Dominique Goedhals
- University of Free State, Bloemfontein, South
Africa
- National Health Laboratory Services (NHLS),
Johannesburg, South Africa
| | - Jonathan M. Carlson
- eScience Group, Microsoft Research, Los
Angeles, California, United States of America
| | - Mark A. Brockman
- Simon Fraser University, Burnaby, British
Columbia, Canada
- British Columbia Centre for Excellence in
HIV/AIDS, Vancouver, British Columbia, Canada
- Ragon Institute of Massachusetts General
Hospital, Harvard University and Massachusetts Institute of Technology (MIT),
Boston, Massachusetts, United States of America
| | - Swati Mishra
- Nuffield Department of Clinical Medicine,
Oxford University, Oxford, United Kingdom
| | - Zabrina L. Brumme
- Simon Fraser University, Burnaby, British
Columbia, Canada
- British Columbia Centre for Excellence in
HIV/AIDS, Vancouver, British Columbia, Canada
- Ragon Institute of Massachusetts General
Hospital, Harvard University and Massachusetts Institute of Technology (MIT),
Boston, Massachusetts, United States of America
| | - Stephen Hickling
- Nuffield Department of Clinical Medicine,
Oxford University, Oxford, United Kingdom
| | | | - Toshiyuki Miura
- Ragon Institute of Massachusetts General
Hospital, Harvard University and Massachusetts Institute of Technology (MIT),
Boston, Massachusetts, United States of America
- Institute of Medical Science, University of
Tokyo, Tokyo, Japan
| | - Chris Seebregts
- Biomedical Informatics Research Division,
Medical Research Council, Cape Town, South Africa
| | - David Heckerman
- eScience Group, Microsoft Research, Los
Angeles, California, United States of America
| | - Thumbi Ndung'u
- HIV Pathogenesis Programme, The Doris Duke
Medical Research Institute, University of KwaZulu-Natal, Durban, South
Africa
| | - Bruce Walker
- HIV Pathogenesis Programme, The Doris Duke
Medical Research Institute, University of KwaZulu-Natal, Durban, South
Africa
- Infectious Disease, Massachusetts General
Hospital, Boston, Massachusetts, United States of America
- Division of AIDS, Harvard University,
Boston, Massachusetts, United States of America
| | - Paul Klenerman
- Nuffield Department of Clinical Medicine,
Oxford University, Oxford, United Kingdom
- Oxford NIHR Biomedical Research Centre,
Oxford, United Kingdom
| | - Dewald Steyn
- University of Free State, Bloemfontein, South
Africa
| | - Philip Goulder
- Department of Paediatrics, University of
Oxford, Oxford, United Kingdom
| | - Rodney Phillips
- Nuffield Department of Clinical Medicine,
Oxford University, Oxford, United Kingdom
- The James Martin 21st Century School,
Oxford, United Kingdom
- Oxford NIHR Biomedical Research Centre,
Oxford, United Kingdom
| | | | | | - John Frater
- Nuffield Department of Clinical Medicine,
Oxford University, Oxford, United Kingdom
- Oxford NIHR Biomedical Research Centre,
Oxford, United Kingdom
- * E-mail:
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Selection of HLA-B57-associated Gag A146P mutant by HLA-B∗48:01-restricted Gag140-147-specific CTLs in chronically HIV-1-infected Japanese. Microbes Infect 2011; 13:766-70. [PMID: 21473930 DOI: 10.1016/j.micinf.2011.03.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2011] [Revised: 03/28/2011] [Accepted: 03/29/2011] [Indexed: 11/24/2022]
Abstract
We previously showed the possibility that Gag A146P, which is an escape mutant from HLA-B∗57-restricted CTLs, was selected by HLA-B∗48:01-restricted Gag138-147(LI10)-specific CTLs in a Japanese cohort in which HLA-B∗57 individuals were not detected. We herein demonstrated Gag140-147(GI8) to be the optimal epitope rather than LI10 and that GI8-specific T cells failed to recognize the A146P mutant virus-infected cells. The sequence analysis of Gag146 in 261 chronically HIV-1-infected Japanese showed the accumulation of the A146P mutation in HLA-B∗48:01(+) individuals. These findings together indicate that the A146P mutant is accumulating in Japanese by selection by GI8-specific CTLs.
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33
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Ammaranond P, van Bockel DJ, Petoumenos K, McMurchie M, Finlayson R, Middleton MG, Davenport MP, Venturi V, Suzuki K, Gelgor L, Kaldor JM, Cooper DA, Kelleher AD. HIV immune escape at an immunodominant epitope in HLA-B*27-positive individuals predicts viral load outcome. THE JOURNAL OF IMMUNOLOGY 2010; 186:479-88. [PMID: 21115730 DOI: 10.4049/jimmunol.0903227] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The CTL response in HLA-B*27(+) HIV-infected individuals is characterized by an immunodominant response to a conserved epitope in gag p24 (aa 263-272, KRWIILGLNK; KK10). Mutations resulting in substitution of the arginine (R264) at position 2 of this epitope have been identified as escape mutations. Nineteen HLA-B*27(+) long-term nonprogressors were identified from an Australian cohort with an average follow-up of 16 y following infection. Viral and host genetic factors impacting on disease progression were determined at multiple time points. Twelve of 19 had wild-type sequences at codon 264 at all time points; 7 of 19 carried CTL escape variants. Median viral load and CD4(+) T cell counts were not significantly different between these groups at enrollment. Viral load, as judged by levels at their last visit (1,700 and 21,000 RNA copies/ml, respectively; p = 0.01) or by time-weighted area under the curve was higher in the escape group (p = 0.02). Escape mutants at other HLA-B*27-restricted epitopes were uncommon. Moreover, host polymorphisms, such as CCR5Δ32, CCR2-64I, and SDF1-3'A, or breadth of TCR repertoire responding to KK10 did not segregate to wild-type or escape groups. Host and viral factors were examined for a relationship to viral load. The only factor to affect viral load was the presence of the R264 escape mutations at the immunodominant epitope. CTL escape at R264 in the KK10 epitope is a major determinant of subsequent viral load in these HLA-B*27(+) individuals.
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Affiliation(s)
- Palanee Ammaranond
- Immunovirology Laboratory, St Vincent's Centre for Applied Medical Research, Darlinghurst, New South Wales, Australia
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34
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Kadolsky UD, Asquith B. Quantifying the impact of human immunodeficiency virus-1 escape from cytotoxic T-lymphocytes. PLoS Comput Biol 2010; 6:e1000981. [PMID: 21079675 PMCID: PMC2973816 DOI: 10.1371/journal.pcbi.1000981] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2010] [Accepted: 09/28/2010] [Indexed: 11/20/2022] Open
Abstract
HIV-1 escape from the cytotoxic T-lymphocyte (CTL) response leads to a weakening of viral control and is likely to be detrimental to the patient. To date, the impact of escape on viral load and CD4+ T cell count has not been quantified, primarily because of sparse longitudinal data and the difficulty of separating cause and effect in cross-sectional studies. We use two independent methods to quantify the impact of HIV-1 escape from CTLs in chronic infection: mathematical modelling of escape and statistical analysis of a cross-sectional cohort. Mathematical modelling revealed a modest increase in log viral load of 0.051 copies ml−1 per escape event. Analysis of the cross-sectional cohort revealed a significant positive association between viral load and the number of “escape events”, after correcting for length of infection and rate of replication. We estimate that a single CTL escape event leads to a viral load increase of 0.11 log copies ml−1 (95% confidence interval: 0.040–0.18), consistent with the predictions from the mathematical modelling. Overall, the number of escape events could only account for approximately 6% of the viral load variation in the cohort. Our findings indicate that although the loss of the CTL response for a single epitope results in a highly statistically significant increase in viral load, the biological impact is modest. We suggest that this small increase in viral load is explained by the small growth advantage of the variant relative to the wildtype virus. Escape from CTLs had a measurable, but unexpectedly low, impact on viral load in chronic infection. HIV, like many viruses, has evolved multiple strategies to evade immune surveillance. One of these strategies is the evolution of escape mutations which reduce the ability of the immune response to kill HIV-infected cells. But does HIV escape matter? Some believe that the accumulation of escape mutations leads to AIDS; many more believe escape is likely to be highly detrimental to human health. Yet, to date, it has not been possible to measure the impact of escape. We developed two independent methods to quantify the impact of escape on HIV viral load. Both methods showed that escape does lead to a detectable increase in viral load, but is unlikely to have a major impact on patient health as the increase is small. Indeed, only 6% of between-individual variation in viral load could be attributed to HIV escape. This work suggests that the current research focus on escape in chronic HIV infection might be out of proportion to its importance with other factors playing a more significant role in determining viral load.
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Affiliation(s)
- Ulrich D Kadolsky
- Department of Immunology, Division of Medicine, Imperial College London, London, United Kingdom.
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Distinct differentiation profiles of HIV-Gag and Nef-specific central memory CD8+ T cells associated with HLA-B57/5801 and virus control. AIDS 2010; 24:2323-9. [PMID: 20802296 DOI: 10.1097/qad.0b013e32833e5009] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES A superior capacity of controlling HIV has been attributed to CD8(+) T cells directed against HIV-Gag compared to Nef, particularly in the context of some protective human leukocyte antigen (HLA) alleles. To further elucidate this protective effect, we compared the multifunctional and differentiation characteristics of CD8(+) T cells specific for HIV-Gag and Nef in HLA-B57/5801-positive and negative nonprogressors. METHODS A head-to-head comparison of CD8(+) T cells specific for HIV-Gag and Nef frequencies, cytokine production and differentiation was conducted, in 11 HLA-B57/5801 and 11 HLA-B57/5801 HIV-infected individuals selected from a cohort of 53 nonprogressors by using IFN-gamma-ELISpot assay and flow cytometry analysis of intracellular cytokine production and differentiation profile. Correlations with HIV parameters were studied. RESULTS Frequencies of Gag-specific but not of Nef-specific CD8(+) T cells correlated with peripheral blood mononuclear cell (PBMC)-associated HIV-DNA. The HIV-Gag and Nef-specific CD8(+) T cells did not differ for IL-2 production in either HLA-B57/5801 or HLA-B57/5801 individuals. The IFN-gamma-producing Gag-specific CD8(+) T cells in HLA-B57/5801 individuals significantly differed from their Nef-specific counterparts by displaying higher proportions of central memory CD45RACCR7 cells positive for CD27(+). This differentiation pattern was not observed in HLA-B57/5801 individuals. Only these HLA-B57/5801-positive Gag-specific CD27(+) central memory CD8(+) T cells, but not their Nef-specific counterparts, negatively correlated with cell-associated HIV-DNA. CONCLUSION HLA-B57/5801 drives a preferential CD27(+) differentiation of central memory CD8(+) T cells directed against HIV-Gag but not Nef that may contribute to the ability of Gag-specific CD8(+) T cells to better control HIV in HLA-B57/5801 nonprogressors.
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Ndongala ML, Kamya P, Boulet S, Peretz Y, Rouleau D, Tremblay C, Leblanc R, Côté P, Baril JG, Thomas R, Vézina S, Boulassel MR, Routy JP, Sékaly RP, Bernard NF. Changes in function of HIV-specific T-cell responses with increasing time from infection. Viral Immunol 2010; 23:159-68. [PMID: 20373996 DOI: 10.1089/vim.2009.0084] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Recently HIV-infected individuals have virus-specific responses characterized by IFN-gamma/IL-2 secretion and proliferation rarely seen in chronic infection. To investigate the timing of loss of HIV-specific T-cell function, we screened cells from 59 treatment-naïve HIV-infected individuals with known dates of infection for proteome-wide responses secreting IFN-gamma/IL-2 and IFN-gamma alone by ELISPOT. HIV peptide-specific proliferation was assessed by carboxyfluorescein diacetate succinimidyl ester (CFSE) dilution. The contribution of IFN-gamma/IL-2 and IFN-gamma-only secretion to the total HIV-specific response was compared in subjects infected <6, 6-12, and 12-36 mo earlier. The frequency of IFN-gamma/IL-2-secreting cells fell, while that of IFN-gamma-only secretion rose with time from infection. HIV peptide-specific proliferative responses were almost exclusively mediated by CD8(+) T cells, and were significantly lower in cells obtained from the 12-36 mo versus < 6 mo post-infection groups. By the second year of infection there was a significant difference in these functions compared to those assessed within 6 mo.
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Affiliation(s)
- Michel L Ndongala
- Research Institute of the McGill University Health Center, Montréal, Québec, Canada
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Onyango CO, Leligdowicz A, Yokoyama M, Sato H, Song H, Nakayama EE, Shioda T, de Silva T, Townend J, Jaye A, Whittle H, Rowland-Jones S, Cotten M. HIV-2 capsids distinguish high and low virus load patients in a West African community cohort. Vaccine 2010; 28 Suppl 2:B60-7. [PMID: 20510746 DOI: 10.1016/j.vaccine.2009.08.060] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2009] [Revised: 08/13/2009] [Accepted: 08/17/2009] [Indexed: 12/11/2022]
Abstract
HIV-2 causes AIDS similar to HIV-1, however a considerable proportion of HIV-2 infected patients show no disease and have low plasma virus load (VL). An analysis of HIV-2 capsid (p26) variation demonstrated that proline at p26 positions 119, 159 and 178 are more frequent in lower VL subjects while non-proline residues at all three sites are more frequent in subjects with high VL. In vitro replication levels of viruses bearing changes at the three sites suggested that these three residues influence virus replication by altering susceptibility to TRIM5alpha. These results provide new insights into HIV-2 pathogenesis.
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Affiliation(s)
- Clayton O Onyango
- Medical Research Council Laboratories, Fajara, Atlantic Road, PO Box 273, The Gambia.
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Koga M, Kawana-Tachikawa A, Heckerman D, Odawara T, Nakamura H, Koibuchi T, Fujii T, Miura T, Iwamoto A. Changes in impact of HLA class I allele expression on HIV-1 plasma virus loads at a population level over time. Microbiol Immunol 2010; 54:196-205. [PMID: 20377748 DOI: 10.1111/j.1348-0421.2010.00206.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
HLA class I allele types have differential impacts on the level of the pVL and outcome of HIV-1 infection. While accumulations of CTL escape mutations at population levels have been reported, their actual impact on the level of the pVL remains unknown. In this study HLA class I types from 141 untreated, chronically HIV-1 infected Japanese patients diagnosed from 1995-2007 were determined, and the associations between expression of individual HLA alleles and level of pVL analyzed. It was found that the Japanese population has an extremely narrow HLA distribution compared to other ethnic groups, which may facilitate accumulation of CTL escape mutations at the population level. Moreover while they uniquely lack the most protective HLA-B27/B57, they commonly express the alleles that are protective in Caucasians (A11:10.4%, A26:11.55%, B51:8.6% and Cw14:12.7%). Cross-sectional analyses revealed no significant associations between expression of individual alleles and the level of the pVL. The patients were then stratified by the date of HIV diagnosis and the analyses repeated. It was found that, before 2001, B51+ individuals displayed significantly lower pVL than the other patients (median: 5150 vs. 18,000 RNA copies/ml, P=0.048); however thereafter this protective effect waned and disappeared, whereas no changes were observed for any other alleles over time. These results indicate that, at a population level, some HLA alleles have been losing their beneficial effects against HIV disease progression over time, thereby possibly posing a significant challenge for HIV vaccine development. However such detrimental effects may be limited to particular HLA class I alleles.
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Affiliation(s)
- Michiko Koga
- Division of Infectious Disease, Advanced Clinical Research Center, Department of Infectious Diseases and Applied Immunology, Research Hospital, and Department of Infectious Disease Control, University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan
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Novitsky V, Wang R, Margolin L, Baca J, Moyo S, Musonda R, Essex M. Dynamics and timing of in vivo mutations at Gag residue 242 during primary HIV-1 subtype C infection. Virology 2010; 403:37-46. [PMID: 20444482 DOI: 10.1016/j.virol.2010.04.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2010] [Revised: 03/12/2010] [Accepted: 04/01/2010] [Indexed: 12/01/2022]
Abstract
Viral mutations at Gag residue 242 and relevant viral polymorphisms were analyzed in a cohort of 42 individuals with primary HIV-1 subtype C infection using single-genome amplification/sequencing. In HLA-B*57/5801-negative subjects infected with 242N escape variant, reversion to Asn appeared at median (IQR) 103 days (97-213 days) post-seroconversion (p/s) and became dominant at 193 days (170-215 days) p/s. In subjects expressing HLA-B*57/5801 and infected with the wild-type virus, the T242N escape appeared at 203 days (196-231) p/s, reached dominance at 277 days (265-315 days) p/s, and became complete at 323 days (289-373 days) p/s. HLA-B*57/5801-negative subjects infected with 242N escape variant did not show reduced viral load or increased CD4 count. The study highlights the differential selection of T242N escape by HLA-B*57 and B*5801 and suggests that the presence of HLA-B*57/5801-mediated immune pressure is able to control replication of the wild-type virus encoding Thr at Gag residue 242 but fails to suppress the T242N escape variant.
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Affiliation(s)
- Vladimir Novitsky
- Harvard School of Public Health AIDS Initiative, Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA 02115, USA
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John M, Heckerman D, James I, Park LP, Carlson JM, Chopra A, Gaudieri S, Nolan D, Haas DW, Riddler SA, Haubrich R, Mallal S. Adaptive interactions between HLA and HIV-1: highly divergent selection imposed by HLA class I molecules with common supertype motifs. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2010; 184:4368-77. [PMID: 20231689 PMCID: PMC3011274 DOI: 10.4049/jimmunol.0903745] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Currently, 1.1 million individuals in the United States are living with HIV-1 infection. Although this is a relatively small proportion of the global pandemic, the remarkable mix of ancestries in the United States, drawn together over the past two centuries of continuous population migrations, provides an important and unique perspective on adaptive interactions between HIV-1 and human genetic diversity. HIV-1 is a rapidly adaptable organism and mutates within or near immune epitopes that are determined by the HLA class I genotype of the infected host. We characterized HLA-associated polymorphisms across the full HIV-1 proteome in a large, ethnically diverse national United States cohort of HIV-1-infected individuals. We found a striking divergence in the immunoselection patterns associated with HLA variants that have very similar or identical peptide-binding specificities but are differentially distributed among racial/ethnic groups. Although their similarity in peptide binding functionally clusters these HLA variants into supertypes, their differences at sites within the peptide-binding groove contribute to race-specific selection effects on circulating HIV-1 viruses. This suggests that the interactions between the HLA/HIV peptide complex and the TCR vary significantly within HLA supertype groups, which, in turn, influences HIV-1 evolution.
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Affiliation(s)
- Mina John
- Centre for Clinical Immunology and Biomedical Statistics, Institute for Immunology and Infectious Diseases, Murdoch University, Perth, Western Australia, Australia.
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Virus-specific CD8+ T-cell responses better define HIV disease progression than HLA genotype. J Virol 2010; 84:4461-8. [PMID: 20147397 DOI: 10.1128/jvi.02438-09] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
HLA alleles B57/58, B27, and B35 have the strongest genetic associations with HIV-1 disease progression. The mechanisms of these relationships may be host control of HIV-1 infection via CD8(+) T-cell responses. We examined these immune responses in subjects from the Seattle Primary Infection Cohort with these alleles. CD8(+) T-cell responses to conserved HIV epitopes within B57/58 alleles (TW10 and KF11) and B27 alleles (KK10 and FY10) delayed declines in CD4(+) T-cell counts (4 to 8 times longer), while responses to variable epitopes presented by B35 alleles (DL9 and IL9) resulted in more rapid progression. The plasma viral load was higher in B57/58(+) and B27(+) subjects lacking the conserved B57/58- and B27-restricted responses. The presence of certain B57/58-, B27-, and B35-restricted HIV-specific CD8(+) T-cell responses after primary HIV-1 infection better defined disease progression than the HLA genotype alone, suggesting that it is the HIV-specific CD8(+) T cells and not the presence of a particular HLA allele that determine disease progression. Further, the most effective host CD8(+) T-cell responses to HIV-1 were prevalent within an HLA allele, represented a high total allele fraction of the host CD8(+) T-cell response, and targeted conserved regions of HIV-1. These data suggest that vaccine immunogens should contain only conserved regions of HIV-1.
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Tschochner M, Chopra A, Maiden TM, Ahmad IF, James I, Furrer H, Günthard HF, Mallal S, Rauch A, John M. Effects of HIV type-1 immune selection on susceptability to integrase inhibitor resistance. Antivir Ther 2010; 14:953-64. [PMID: 19918099 DOI: 10.3851/imp1419] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND All site-specific interactions between HIV type-1 (HIV-1) subtype, human leukocyte antigen (HLA)-associated immune selection and integrase inhibitor resistance are not completely understood. We examined naturally occurring polymorphisms in HIV-1 integrase sequences from 342 antiretroviral-naive individuals from the Western Australian HIV Cohort Study and the Swiss HIV Cohort Study. METHODS Standard bulk sequencing and sequence-based typing were used to generate integrase sequences and high-resolution HLA genotypes, respectively. Viral residues were examined with respect to drug resistance mutations and CD8(+) T-cell escape mutations. RESULTS In both predominantly subtype B cohorts, 12 of 38 sites that mediate integrase inhibitor resistance mutations were absolutely conserved, and these included the primary resistance mutations. There were 18 codons with non-primary drug resistance-associated substitutions at rates of up to 58.8% and eight sites with alternative polymorphisms. Five viral residues were potentially subject to dual-drug and HLA-associated immune selection in which both selective pressures either drove the same amino acid substitution (codons 72, 157 and 163) or HLA alleles were associated with an alternative polymorphism that would alter the genetic barrier to resistance (codons 125 and 193). The common polymorphism T125A, which was characteristic of non-subtype B and was also associated with carriage of HLA-B*57/*5801, increased the mutational barrier to the resistance mutation T125K. CONCLUSIONS Primary integrase inhibitor resistance mutations were not detected in the absence of drug exposure in keeping with sites of high constraint. Viral polymorphisms caused by immune selection and/or associated with non-subtype B might alter the genetic barrier to some non-primary resistance-associated mutations.
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Affiliation(s)
- Monika Tschochner
- Institute for Immunology and Infectious Diseases, Royal Perth Hospital and Murdoch University, Perth, Australia
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Berger CT, Carlson JM, Brumme CJ, Hartman KL, Brumme ZL, Henry LM, Rosato PC, Piechocka-Trocha A, Brockman MA, Harrigan PR, Heckerman D, Kaufmann DE, Brander C. Viral adaptation to immune selection pressure by HLA class I-restricted CTL responses targeting epitopes in HIV frameshift sequences. ACTA ACUST UNITED AC 2010; 207:61-75. [PMID: 20065065 PMCID: PMC2812535 DOI: 10.1084/jem.20091808] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
CD8+ cytotoxic T lymphocyte (CTL)-mediated immune responses to HIV contribute to viral control in vivo. Epitopes encoded by alternative reading frame (ARF) peptides may be targeted by CTLs as well, but their frequency and in vivo relevance are unknown. Using host genetic (human leukocyte antigen [HLA]) and plasma viral sequence information from 765 HIV-infected subjects, we identified 64 statistically significant (q<0.2) associations between specific HLA alleles and sequence polymorphisms in alternate reading frames of gag, pol, and nef that did not affect the regular frame protein sequence. Peptides spanning the top 20 HLA-associated imprints were used to test for ex vivo immune responses in 85 HIV-infected subjects and showed responses to 10 of these ARF peptides. The most frequent response recognized an HLA-A*03-restricted +2 frame-encoded epitope containing a unique A*03-associated polymorphism at position 6. Epitope-specific CTLs efficiently inhibited viral replication in vitro when viruses containing the wild-type sequence but not the observed polymorphism were tested. Mutating alternative internal start codons abrogated the CTL-mediated inhibition of viral replication. These data indicate that responses to ARF-encoded HIV epitopes are induced during natural infection, can contribute to viral control in vivo, and drive viral evolution on a population level.
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Affiliation(s)
- Christoph T Berger
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, Boston, MA 02129, USA
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Brumme ZL, John M, Carlson JM, Brumme CJ, Chan D, Brockman MA, Swenson LC, Tao I, Szeto S, Rosato P, Sela J, Kadie CM, Frahm N, Brander C, Haas DW, Riddler SA, Haubrich R, Walker BD, Harrigan PR, Heckerman D, Mallal S. HLA-associated immune escape pathways in HIV-1 subtype B Gag, Pol and Nef proteins. PLoS One 2009; 4:e6687. [PMID: 19690614 PMCID: PMC2723923 DOI: 10.1371/journal.pone.0006687] [Citation(s) in RCA: 138] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2009] [Accepted: 05/27/2009] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Despite the extensive genetic diversity of HIV-1, viral evolution in response to immune selective pressures follows broadly predictable mutational patterns. Sites and pathways of Human Leukocyte-Antigen (HLA)-associated polymorphisms in HIV-1 have been identified through the analysis of population-level data, but the full extent of immune escape pathways remains incompletely characterized. Here, in the largest analysis of HIV-1 subtype B sequences undertaken to date, we identify HLA-associated polymorphisms in the three HIV-1 proteins most commonly considered in cellular-based vaccine strategies. Results are organized into protein-wide escape maps illustrating the sites and pathways of HLA-driven viral evolution. METHODOLOGY/PRINCIPAL FINDINGS HLA-associated polymorphisms were identified in HIV-1 Gag, Pol and Nef in a multicenter cohort of >1500 chronically subtype-B infected, treatment-naïve individuals from established cohorts in Canada, the USA and Western Australia. At q< or =0.05, 282 codons commonly mutating under HLA-associated immune pressures were identified in these three proteins. The greatest density of associations was observed in Nef (where close to 40% of codons exhibited a significant HLA association), followed by Gag then Pol (where approximately 15-20% of codons exhibited HLA associations), confirming the extensive impact of immune selection on HIV evolution and diversity. Analysis of HIV codon covariation patterns identified over 2000 codon-codon interactions at q< or =0.05, illustrating the dense and complex networks of linked escape and secondary/compensatory mutations. CONCLUSIONS/SIGNIFICANCE The immune escape maps and associated data are intended to serve as a user-friendly guide to the locations of common escape mutations and covarying codons in HIV-1 subtype B, and as a resource facilitating the systematic identification and classification of immune escape mutations. These resources should facilitate research in HIV epitope discovery and host-pathogen co-evolution, and are relevant to the continued search for an effective CTL-based AIDS vaccine.
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Avila-Rios S, Ormsby CE, Carlson JM, Valenzuela-Ponce H, Blanco-Heredia J, Garrido-Rodriguez D, Garcia-Morales C, Heckerman D, Brumme ZL, Mallal S, John M, Espinosa E, Reyes-Teran G. Unique features of HLA-mediated HIV evolution in a Mexican cohort: a comparative study. Retrovirology 2009; 6:72. [PMID: 19664284 PMCID: PMC2734549 DOI: 10.1186/1742-4690-6-72] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2009] [Accepted: 08/10/2009] [Indexed: 11/30/2022] Open
Abstract
Background Mounting evidence indicates that HLA-mediated HIV evolution follows highly stereotypic pathways that result in HLA-associated footprints in HIV at the population level. However, it is not known whether characteristic HLA frequency distributions in different populations have resulted in additional unique footprints. Methods The phylogenetic dependency network model was applied to assess HLA-mediated evolution in datasets of HIV pol sequences from free plasma viruses and peripheral blood mononuclear cell (PBMC)-integrated proviruses in an immunogenetically unique cohort of Mexican individuals. Our data were compared with data from the IHAC cohort, a large multi-center cohort of individuals from Canada, Australia and the USA. Results Forty three different HLA-HIV codon associations representing 30 HLA-HIV codon pairs were observed in the Mexican cohort (q < 0.2). Strikingly, 23 (53%) of these associations differed from those observed in the well-powered IHAC cohort, strongly suggesting the existence of unique characteristics in HLA-mediated HIV evolution in the Mexican cohort. Furthermore, 17 of the 23 novel associations involved HLA alleles whose frequencies were not significantly different from those in IHAC, suggesting that their detection was not due to increased statistical power but to differences in patterns of epitope targeting. Interestingly, the consensus differed in four positions between the two cohorts and three of these positions could be explained by HLA-associated selection. Additionally, different HLA-HIV codon associations were seen when comparing HLA-mediated selection in plasma viruses and PBMC archived proviruses at the population level, with a significantly lower number of associations in the proviral dataset. Conclusion Our data support universal HLA-mediated HIV evolution at the population level, resulting in detectable HLA-associated footprints in the circulating virus. However, it also strongly suggests that unique genetic backgrounds in different HIV-infected populations may influence HIV evolution in a particular direction as particular HLA-HIV codon associations are determined by specific HLA frequency distributions. Our analysis also suggests a dynamic HLA-associated evolution in HIV with fewer HLA-HIV codon associations observed in the proviral compartment, which is likely enriched in early archived HIV sequences, compared to the plasma virus compartment. These results highlight the importance of comparative HIV evolutionary studies in immunologically different populations worldwide.
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Affiliation(s)
- Santiago Avila-Rios
- Center for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico.
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Matthews PC, Leslie AJ, Katzourakis A, Crawford H, Payne R, Prendergast A, Power K, Kelleher AD, Klenerman P, Carlson J, Heckerman D, Ndung'u T, Walker BD, Allen TM, Pybus OG, Goulder PJR. HLA footprints on human immunodeficiency virus type 1 are associated with interclade polymorphisms and intraclade phylogenetic clustering. J Virol 2009; 83:4605-15. [PMID: 19244334 PMCID: PMC2668443 DOI: 10.1128/jvi.02017-08] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2008] [Accepted: 02/10/2009] [Indexed: 11/20/2022] Open
Abstract
The selection of escape mutations has a major impact on immune control of infections with viruses such as human immunodeficiency virus (HIV). Viral evasion of CD8(+) T-cell responses leaves predictable combinations of escape mutations, termed HLA "footprints." The most clearly defined footprints are those associated with HLA alleles that are linked with successful control of HIV, such as HLA-B*57. Here we investigated the extent to which HLA footprint sites in HIV type 1 (HIV-1) are associated with viral evolution among and within clades. First, we examined the extent to which amino acid differences between HIV-1 clades share identity with sites of HLA-mediated selection pressure and observed a strong association, in particular with respect to sites of HLA-B selection (P < 10(-6)). Similarly, the sites of amino acid variability within a clade were found to overlap with sites of HLA-selected mutation. Second, we studied the impact of HLA selection on interclade phylogeny. Removing the sites of amino acid variability did not significantly affect clade-specific clustering, reflecting the central role of founder effects in establishing distinct clades. However, HLA footprints may underpin founder strains, and we show that amino acid substitutions between clades alter phylogeny, underlining a potentially substantial role for HLA in driving ongoing viral evolution. Finally, we investigated the impact of HLA selection on within-clade phylogeny and demonstrate that even a single HLA allele footprint can result in significant phylogenetic clustering of sequences. In conclusion, these data highlight the fact that HLA can be a strong selection force for both intra- and interclade HIV evolution at a population level.
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Affiliation(s)
- Philippa C Matthews
- Department of Paediatrics, Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, Oxford, United Kingdom.
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Multiple T-cell epitopes overlap positively-selected residues in the p1 spacer protein of HIV-1 gag. AIDS 2009; 23:771-7. [PMID: 19287301 DOI: 10.1097/qad.0b013e32832995e0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVES The p1 region of HIV-1 gag contains the frameshift stem-loop, gag-pol transframe and a protease cleavage site that are crucial for viral assembly, replication and infectivity. Identifying and characterizing CD8+ epitopes that are under host immune selection in this region will help in designing effective vaccines for HIV-1. DESIGN An approach combining bioinformatical analysis and interferon gamma enzyme-linked immunosorbent spot (ELISPOT) assays is used to identify and characterize the epitopes. Potential human leukocyte antigen (HLA)-restricted epitopes were identified by correlating the positively-selected mutations with host HLA alleles. METHODS ELISPOT analysis with overlapping peptides was used to confirm and characterize the epitopes. RESULTS Four positively-selected residues were significantly associated with HLA class I alleles, including HLA B*1302 (K4R, P = 0.0008 and I5L, P = 0.0108), A*7401 (S9N, P = 0.0002) and A*30 genotypes (P7S, P = 0.009), suggesting epitopes restricted by these alleles are present in this region. ELISPOT analysis with patient peripheral blood mononuclear cells (PBMCs) identified seven novel epitopes restricted by the 3 alleles. Two types of epitopes were observed in this region based on the ELISPOT responses, Type I: the positively-selected variation does not affect CD8+ T-cell responses; and Type II: the CD8+ T-cell responses are determined by the epitope variants. CONCLUSION We identified and characterized seven novel CD8+ epitopes in the p1 spacer protein region. Classifying the effects of positively-selected variants on CD8+ T-cell responses will help in designing effective vaccines for HIV-1.
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Kawashima Y, Pfafferott K, Frater J, Matthews P, Payne R, Addo M, Gatanaga H, Fujiwara M, Hachiya A, Koizumi H, Kuse N, Oka S, Duda A, Prendergast A, Crawford H, Leslie A, Brumme Z, Brumme C, Allen T, Brander C, Kaslow R, Tang J, Hunter E, Allen S, Mulenga J, Branch S, Roach T, John M, Mallal S, Ogwu A, Shapiro R, Prado JG, Fidler S, Weber J, Pybus OG, Klenerman P, Ndung'u T, Phillips R, Heckerman D, Harrigan PR, Walker BD, Takiguchi M, Goulder P. Adaptation of HIV-1 to human leukocyte antigen class I. Nature 2009; 458:641-5. [PMID: 19242411 PMCID: PMC3148020 DOI: 10.1038/nature07746] [Citation(s) in RCA: 362] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2008] [Accepted: 12/22/2008] [Indexed: 12/29/2022]
Abstract
The rapid and extensive spread of the human immunodeficiency virus (HIV) epidemic provides a rare opportunity to witness host-pathogen co-evolution involving humans. A focal point is the interaction between genes encoding human leukocyte antigen (HLA) and those encoding HIV proteins. HLA molecules present fragments (epitopes) of HIV proteins on the surface of infected cells to enable immune recognition and killing by CD8(+) T cells; particular HLA molecules, such as HLA-B*57, HLA-B*27 and HLA-B*51, are more likely to mediate successful control of HIV infection. Mutation within these epitopes can allow viral escape from CD8(+) T-cell recognition. Here we analysed viral sequences and HLA alleles from >2,800 subjects, drawn from 9 distinct study cohorts spanning 5 continents. Initial analysis of the HLA-B*51-restricted epitope, TAFTIPSI (reverse transcriptase residues 128-135), showed a strong correlation between the frequency of the escape mutation I135X and HLA-B*51 prevalence in the 9 study cohorts (P = 0.0001). Extending these analyses to incorporate other well-defined CD8(+) T-cell epitopes, including those restricted by HLA-B*57 and HLA-B*27, showed that the frequency of these epitope variants (n = 14) was consistently correlated with the prevalence of the restricting HLA allele in the different cohorts (together, P < 0.0001), demonstrating strong evidence of HIV adaptation to HLA at a population level. This process of viral adaptation may dismantle the well-established HLA associations with control of HIV infection that are linked to the availability of key epitopes, and highlights the challenge for a vaccine to keep pace with the changing immunological landscape presented by HIV.
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Affiliation(s)
- Yuka Kawashima
- Division of Viral Immunology, Center for AIDS Research, Kumamoto University, 2-2-1 Honjo, Kumamoto 860-0811, Japan
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Abstract
Following their discovery in the early 1970s, classical human leukocyte antigen (HLA) loci have been the prototypical candidates for genetic susceptibility to infectious disease. Indeed, the original hypothesis for the extreme variability observed at HLA loci (H-2 in mice) was the major selective pressure from infectious diseases. Now that both the human genome and the molecular basis of innate and acquired immunity are understood in greater detail, do the classical HLA loci still stand out as major genes that determine susceptibility to infectious disease? This review looks afresh at the evidence supporting a role for classical HLA loci in susceptibility to infectious disease, examines the limitations of data reported to date, and discusses current advances in methodology and technology that will potentially lead to greater understanding of their role in infectious diseases in the future.
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Affiliation(s)
- Jenefer M Blackwell
- Telethon Institute for Child Health Research, Centre for Child Health Research, The University of Western Australia, P.O. Box 855, West Perth, Western Australia, Australia 6872.
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Piantadosi A, Chohan B, Panteleeff D, Baeten JM, Mandaliya K, Ndinya-Achola JO, Overbaugh J. HIV-1 evolution in gag and env is highly correlated but exhibits different relationships with viral load and the immune response. AIDS 2009; 23:579-87. [PMID: 19516110 PMCID: PMC2727980 DOI: 10.1097/qad.0b013e328328f76e] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate relationships between HIV-1 evolution, including immune evasion, and markers of disease progression during chronic infection. DESIGN HIV-1 evolution and disease progression markers were evaluated over approximately 5 years of infection among 37 Kenyan women from a prospective, seroincident cohort. Evolution was measured in two genes, gag and env, which are primary targets of cellular and humoral immune responses, respectively. METHODS Proviral HIV-1 gag and env sequences were obtained from early and chronic infection when plasma viral load and CD4 cell counts were available. Human leukocyte antigen types were obtained to identify changes in gag cytotoxic T-lymphocyte epitopes. The breadth of the neutralizing antibody response was measured for each woman's plasma against a panel of six viruses. Tests of association were performed between virus evolution (diversity, divergence, and ratio of nonsynonymous to synonymous divergence), markers of disease progression (viral load and CD4 cell count), and immune parameters (gag cytotoxic T lymphocyte epitope mutation and neutralizing antibody breadth). RESULTS HIV-1 gag and env diversity and divergence were highly correlated in early and late infection. Divergence in gag was strongly correlated with viral load, largely because of the accumulation of synonymous changes. Mutation in gag cytotoxic T-lymphocyte epitopes was associated with higher viral load. There was evidence for adaptive evolution in env, but the extent of env evolution was only weakly associated with neutralizing antibody breadth. CONCLUSION Our results indicate that HIV-1 evolution in gag and env is highly correlated but exhibits gene-specific differences. The different immune pressures on these genes may partly explain differences in evolution and consequences for HIV-1 disease progression.
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Affiliation(s)
- Anne Piantadosi
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
- Graduate Program in Pathobiology, University of Washington, Seattle, Washington, USA
| | - Bhavna Chohan
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
- Graduate Program in Pathobiology, University of Washington, Seattle, Washington, USA
| | - Dana Panteleeff
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
| | - Jared M. Baeten
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | | | | | - Julie Overbaugh
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
- Graduate Program in Pathobiology, University of Washington, Seattle, Washington, USA
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