101
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Yang Y, Sun W, Guo J, Zhao G, Sun S, Yu H, Guo Y, Li J, Jin X, Du L, Jiang S, Kou Z, Zhou Y. In silico design of a DNA-based HIV-1 multi-epitope vaccine for Chinese populations. Hum Vaccin Immunother 2015; 11:795-805. [PMID: 25839222 DOI: 10.1080/21645515.2015.1012017] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
The development of an HIV-1 vaccine that is capable of inducing effective and broadly cross-reactive humoral and cellular immune responses remains a challenging task because of the extensive diversity of HIV-1, the difference of virus subtypes (clades) in different geographical regions, and the polymorphism of human leukocyte antigens (HLA). We performed an in silico design of 3 DNA vaccines, designated pJW4303-MEG1, pJW4303-MEG2 and pJW4303-MEG3, encoding multi-epitopes that are highly conserved within the HIV-1 subtypes most prevalent in China and can be recognized through HLA alleles dominant in China. The pJW4303-MEG1-encoded protein consisted of one Th epitope in Env, and one, 2, and 6 epitopes in Pol, Env, and Gag proteins, respectively, with a GGGS linker sequence between epitopes. The pJW4303-MEG2-encoded protein contained similar epitopes in a different order, but with the same linker as pJW4303-MEG1. The pJW4303-MEG3-encoded protein contained the same epitopes in the same order as that of pJW4303-MEG2, but with a different linker sequence (AAY). To evaluate immunogenicity, mice were immunized intramuscularly with these DNA vaccines. Both pJW4303-MEG1 and pJW4303-MEG2 vaccines induced equally potent humoral and cellular immune responses in the vaccinated mice, while pJW4303-MEG3 did not induce immune responses. These results indicate that both epitope and linker sequences are important in designing effective epitope-based vaccines against HIV-1 and other viruses.
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Affiliation(s)
- Yi Yang
- a State Key Laboratory of Pathogen and Biosecurity ; Beijing Institute of Microbiology and Epidemiology ; Beijing , China
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102
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Impact of APOBEC Mutations on CD8+ T Cell Recognition of HIV Epitopes Varies Depending on the Restricting HLA. J Acquir Immune Defic Syndr 2015; 70:172-8. [PMID: 26035050 DOI: 10.1097/qai.0000000000000689] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
We previously showed that APOBEC-mediated mutations in HIV CD8 T-cell epitopes generally reduce recognition by CD8 T cells. Here, we examined this effect in the context of histocompatibility-linked leukocyte antigen (HLA) alleles differentially associated with disease progression rates. For HLA-B57-restricted epitopes, APOBEC mutations generally diminished CD8 T cell recognition. Conversely, recognition of HLA-B35-restricted epitopes was consistently enhanced. For epitopes that can be presented by either HLA-A2 or A3, the same APOBEC mutation had differential effects on CD8 T cell recognition, depending on the individual's HLA genotype. The pattern of HLA dependence provides additional evidence that APOBEC action is channeled toward cytotoxic CD8 T-cell escape.
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103
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Brockman MA, Jones RB, Brumme ZL. Challenges and Opportunities for T-Cell-Mediated Strategies to Eliminate HIV Reservoirs. Front Immunol 2015; 6:506. [PMID: 26483795 PMCID: PMC4591506 DOI: 10.3389/fimmu.2015.00506] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Accepted: 09/17/2015] [Indexed: 12/17/2022] Open
Abstract
HIV's ability to establish latent reservoirs of reactivation-competent virus is the major barrier to cure. "Shock and kill" methods consisting of latency-reversing agents (LRAs) followed by elimination of reactivating cells through cytopathic effects are under active development. However, the clinical efficacy of LRAs remains to be established. Moreover, recent studies indicate that reservoirs may not be reduced efficiently by either viral cytopathic or CD8(+) T-cell-mediated mechanisms. In this perspective, we highlight challenges to T-cell-mediated elimination of HIV reservoirs, including characteristics of responding T cells, aspects of the cellular reservoirs, and properties of the latent virus itself. We also discuss potential strategies to overcome these challenges by targeting the antiviral activity of T cells toward appropriate viral antigens following latency.
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Affiliation(s)
- Mark A Brockman
- Faculty of Health Sciences, Simon Fraser University , Burnaby, BC , Canada ; BC Centre for Excellence in HIV/AIDS , Vancouver, BC , Canada
| | - R Brad Jones
- Department of Microbiology, Immunology and Tropical Medicine, The George Washington University , Washington, DC , USA
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University , Burnaby, BC , Canada ; BC Centre for Excellence in HIV/AIDS , Vancouver, BC , Canada
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104
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HLA Class-II Associated HIV Polymorphisms Predict Escape from CD4+ T Cell Responses. PLoS Pathog 2015; 11:e1005111. [PMID: 26302050 PMCID: PMC4547780 DOI: 10.1371/journal.ppat.1005111] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 07/27/2015] [Indexed: 12/15/2022] Open
Abstract
Antiretroviral therapy, antibody and CD8+ T cell-mediated responses targeting human immunodeficiency virus-1 (HIV-1) exert selection pressure on the virus necessitating escape; however, the ability of CD4+ T cells to exert selective pressure remains unclear. Using a computational approach on HIV gag/pol/nef sequences and HLA-II allelic data, we identified 29 HLA-II associated HIV sequence polymorphisms or adaptations (HLA-AP) in an African cohort of chronically HIV-infected individuals. Epitopes encompassing the predicted adaptation (AE) or its non-adapted (NAE) version were evaluated for immunogenicity. Using a CD8-depleted IFN-γ ELISpot assay, we determined that the magnitude of CD4+ T cell responses to the predicted epitopes in controllers was higher compared to non-controllers (p<0.0001). However, regardless of the group, the magnitude of responses to AE was lower as compared to NAE (p<0.0001). CD4+ T cell responses in patients with acute HIV infection (AHI) demonstrated poor immunogenicity towards AE as compared to NAE encoded by their transmitted founder virus. Longitudinal data in AHI off antiretroviral therapy demonstrated sequence changes that were biologically confirmed to represent CD4+ escape mutations. These data demonstrate an innovative application of HLA-associated polymorphisms to identify biologically relevant CD4+ epitopes and suggests CD4+ T cells are active participants in driving HIV evolution. In HIV, CD4+ T cells are best known as the primary targets of infection. Although emerging data has suggested a more active role in viral pathogenesis, the CD4+ T cell population remains relatively understudied. Using a novel computational approach, we predicted 29 different epitopes with mutations that potentially represent escape from CD4+ T cell responses. The predicted escaped epitopes were found to be less immunogenic than the wild type forms, suggesting that the identified escapes allow HIV to reduce its visibility to the immune system. Using longitudinal samples, we were able to show CD4+ T cells driving viral escape following acute infection. Overall, these findings significantly expand our knowledge of how CD4+ T cells can exert HIV control and influence HIV evolution, providing important implications to future vaccine development strategies.
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105
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Global Database-Driven Assessment of HIV-1 Adaptation to the Immune Repertoires of Human Populations. J Virol 2015; 89:10693-5. [PMID: 26246562 DOI: 10.1128/jvi.01355-15] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 07/27/2015] [Indexed: 11/20/2022] Open
Abstract
Associations between HIV-1 cytotoxic T lymphocyte (CTL) escape mutations and their restricting human leukocyte antigen (HLA) alleles imply that HIV could adapt to divergent HLA repertoires of human populations globally. Using publicly available databases, we examine the relationship between the frequencies of 19 experimentally validated CTL escape mutations in HIV-1 reverse transcriptase and their restricting HLA alleles in 59 countries. From these extensive data, we find evidence of differential HIV adaptations to human populations at only a limited number of the studied epitope sites.
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106
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Pfafferott K, Deshpande P, McKinnon E, Merani S, Lucas A, Heckerman D, Mallal S, John M, Gaudieri S, Lucas M. Anti-hepatitis C virus T-cell immunity in the context of multiple exposures to the virus. PLoS One 2015; 10:e0130420. [PMID: 26107956 PMCID: PMC4480353 DOI: 10.1371/journal.pone.0130420] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 05/20/2015] [Indexed: 01/08/2023] Open
Abstract
Characterisation of Hepatitis C virus (HCV)-specific CD8+ T-cell responses in the context of multiple HCV exposures is critical to identify broadly protective immune responses necessary for an effective HCV vaccine against the different HCV genotypes. However, host and viral genetic diversity complicates vaccine development. To compensate for the observed variation in circulating autologous viruses and host molecules that restrict antigen presentation (human leucocyte antigens; HLA), this study used a reverse genomics approach that identified sites of viral adaptation to HLA-restricted T-cell immune pressure to predict genotype-specific HCV CD8+ T-cell targets. Peptides representing these putative HCV CD8+ T-cell targets, and their adapted form, were used in individualised IFN-γ ELISpot assays to screen for HCV-specific T-cell responses in 133 HCV-seropositive subjects with high-risk of multiple HCV exposures. The data obtained from this study i) confirmed that genetic studies of viral evolution is an effective approach to detect novel in vivo HCV T-cell targets, ii) showed that HCV-specific T-cell epitopes can be recognised in their adapted form and would not have been detected using wild-type peptides and iii) showed that HCV-specific T-cell (but not antibody) responses against alternate genotypes in chronic HCV-infected subjects are readily found, implying clearance of previous alternate genotype infection. In summary, HCV adaptation to HLA Class I-restricted T-cell responses plays a central role in anti-HCV immunity and multiple HCV genotype exposure is highly prevalent in at-risk exposure populations, which are important considerations for future vaccine design.
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Affiliation(s)
- Katja Pfafferott
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
| | - Pooja Deshpande
- School of Anatomy, Physiology and Human Biology, University of Western Australia, Crawley, Western Australia, Australia
| | - Elizabeth McKinnon
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
| | - Shahzma Merani
- Centre for Forensic Science, University of Western Australia, Crawley, Western Australia, Australia
| | - Andrew Lucas
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
| | - David Heckerman
- Microsoft Research, Microsoft, Redmond, Washington, United States of America
| | - Simon Mallal
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- Division of Infectious Diseases, Department of Medicine and Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Mina John
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
| | - Silvana Gaudieri
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- School of Anatomy, Physiology and Human Biology, University of Western Australia, Crawley, Western Australia, Australia
- * E-mail:
| | - Michaela Lucas
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- School of Medicine and Pharmacology, Harry Perkins Institute, University of Western Australia, Crawley, Western Australia, Australia
- School of Pathology and Laboratory Medicine, University of Western Australia, Crawley, Western Australia, Australia
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107
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Saravanan S, Gomathi S, Kausalya B, Boobalan J, Murugavel KG, Balakrishnan P, Mothi SN, Solomon SS, Kumarasamy N, Selvamuthu P, Solomon S, Smith DM. Differences in Evolution of HIV-1 Subtype C Reverse Transcriptase Between Children and Adults Likely Explained by Maturity of Cytotoxic T-Lymphocyte Responses. AIDS Res Hum Retroviruses 2015; 31:655-7. [PMID: 25839730 DOI: 10.1089/aid.2015.0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In this study HIV-1 subtype C-infected adults demonstrated higher purifying selection on their viral populations in reverse transcriptase (RT) than infected children. This difference is likely explained by more mature cytotoxic T-lymphocyte responses in adults, which may have implications for the development of drug resistance in the RT region.
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Affiliation(s)
| | | | | | | | | | | | | | - Sunil S. Solomon
- YRG CARE, Chennai, India
- Johns Hopkins University, Baltimore, Maryland
| | | | | | | | - Davey M. Smith
- University of California San Diego, La Jolla, California
- Veterans Affairs Healthcare System, San Diego, California
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108
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Shepherd BL, Ferrand R, Munyati S, Folkard S, Boyd K, Bandason T, Jallow S, Rowland-Jones SL, Yindom LM. HLA Correlates of Long-Term Survival in Vertically Infected HIV-1-Positive Adolescents in Harare, Zimbabwe. AIDS Res Hum Retroviruses 2015; 31:504-7. [PMID: 25560566 PMCID: PMC4426308 DOI: 10.1089/aid.2014.0338] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
African infants with vertically acquired HIV infection progress rapidly, with only 50% surviving beyond 2 years in the absence of treatment. Despite this high initial mortality, recent reports describe a substantial burden of older children living with untreated vertically acquired HIV infection in Southern Africa. The immunological and genetic factors associated with long-term survival following vertical infection are poorly understood. We performed medium-to-high resolution HLA typing on DNA samples obtained from a cohort of presumed vertically HIV-1-infected children and age-matched uninfected controls in Harare, Zimbabwe. Overall, 93 HLA class I alleles were detected in the study population with a significant enrichment of HLA-C*08:02 and -C*08:04 in the HIV-1-infected long-term survivor group. Conversely, HLA-A*02:01, A*34:02, and -B*58:02 were overrepresented in the uninfected control group. Our data indicate that HLA alleles may have differential effects against HIV acquisition and disease progression in vertical HIV-1 infection.
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Affiliation(s)
- Brittany L. Shepherd
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Rashida Ferrand
- London School of Hygiene and Tropical Medicine, London, United Kingdom
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Shungu Munyati
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Samuel Folkard
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Kathryn Boyd
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Tsitsi Bandason
- Biomedical Research and Training Institute, Harare, Zimbabwe
| | - Sabelle Jallow
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Sarah L. Rowland-Jones
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
| | - Louis-Marie Yindom
- Nuffield Department of Medicine, University of Oxford, Headington, Oxford, United Kingdom
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109
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Giam K, Ayala-Perez R, Illing PT, Schittenhelm RB, Croft NP, Purcell AW, Dudek NL. A comprehensive analysis of peptides presented by HLA-A1. ACTA ACUST UNITED AC 2015; 85:492-6. [DOI: 10.1111/tan.12565] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Revised: 03/16/2015] [Accepted: 03/22/2015] [Indexed: 02/02/2023]
Affiliation(s)
- K. Giam
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
- The Department of Biochemistry and Molecular Biology, The Bio21 Molecular Science and Biotechnology Institute; University of Melbourne; Parkville Victoria 3010 Australia
| | - R. Ayala-Perez
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
| | - P. T. Illing
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
| | - R. B. Schittenhelm
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
| | - N. P. Croft
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
| | - A. W. Purcell
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
| | - N. L. Dudek
- Department of Biochemistry and Molecular Biology; Monash University; Clayton Victoria 3800 Australia
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110
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Plauzolles A, Lucas M, Gaudieri S. Influence of host resistance on viral adaptation: hepatitis C virus as a case study. Infect Drug Resist 2015; 8:63-74. [PMID: 25897250 PMCID: PMC4396509 DOI: 10.2147/idr.s49891] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Genetic and cellular studies have shown that the host’s innate and adaptive immune responses are an important correlate of viral infection outcome. The features of the host’s immune response (host resistance) reflect the coevolution between hosts and pathogens that has occurred over millennia, and that has also resulted in a number of strategies developed by viruses to improve fitness and survival within the host (viral adaptation). In this review, we discuss viral adaptation to host immune pressure via protein–protein interactions and sequence-specific mutations. Specifically, we will present the “state of play” on viral escape mutations to host T-cell responses in the context of the hepatitis C virus, and their influence on infection outcome.
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Affiliation(s)
- Anne Plauzolles
- Centre for Forensic Science, University of Western Australia, Perth, WA, Australia
| | - Michaela Lucas
- School of Medicine and Pharmacology, Harry Perkins Institute, University of Western Australia, Perth, WA, Australia ; School of Pathology and Laboratory Medicine, University of Western Australia, Perth, WA, Australia
| | - Silvana Gaudieri
- School of Anatomy, Physiology and Human Biology, University of Western Australia, Perth, WA, Australia
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111
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Acevedo-Sáenz L, Ochoa R, Rugeles MT, Olaya-García P, Velilla-Hernández PA, Diaz FJ. Selection pressure in CD8⁺ T-cell epitopes in the pol gene of HIV-1 infected individuals in Colombia. A bioinformatic approach. Viruses 2015; 7:1313-31. [PMID: 25803098 PMCID: PMC4379572 DOI: 10.3390/v7031313] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Revised: 02/23/2015] [Accepted: 02/24/2015] [Indexed: 01/24/2023] Open
Abstract
One of the main characteristics of the human immunodeficiency virus is its genetic variability and rapid adaptation to changing environmental conditions. This variability, resulting from the lack of proofreading activity of the viral reverse transcriptase, generates mutations that could be fixed either by random genetic drift or by positive selection. Among the forces driving positive selection are antiretroviral therapy and CD8+ T-cells, the most important immune mechanism involved in viral control. Here, we describe mutations induced by these selective forces acting on the pol gene of HIV in a group of infected individuals. We used Maximum Likelihood analyses of the ratio of non-synonymous to synonymous mutations per site (dN/dS) to study the extent of positive selection in the protease and the reverse transcriptase, using 614 viral sequences from Colombian patients. We also performed computational approaches, docking and algorithmic analyses, to assess whether the positively selected mutations affected binding to the HLA molecules. We found 19 positively-selected codons in drug resistance-associated sites and 22 located within CD8+ T-cell epitopes. A high percentage of mutations in these epitopes has not been previously reported. According to the docking analyses only one of those mutations affected HLA binding. However, algorithmic methods predicted a decrease in the affinity for the HLA molecule in seven mutated peptides. The bioinformatics strategies described here are useful to identify putative positively selected mutations associated with immune escape but should be complemented with an experimental approach to define the impact of these mutations on the functional profile of the CD8+ T-cells.
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Affiliation(s)
- Liliana Acevedo-Sáenz
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-21, Medellín, 050010, Colombia.
| | - Rodrigo Ochoa
- Programa de Estudio y Control de Enfermedades Tropicales-PECET, Universidad de Antioquia, Medellín, 050010, Colombia.
| | - Maria Teresa Rugeles
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-21, Medellín, 050010, Colombia.
| | | | - Paula Andrea Velilla-Hernández
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-21, Medellín, 050010, Colombia.
| | - Francisco J Diaz
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-21, Medellín, 050010, Colombia.
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112
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113
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114
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Carlson JM, Le AQ, Shahid A, Brumme ZL. HIV-1 adaptation to HLA: a window into virus-host immune interactions. Trends Microbiol 2015; 23:212-24. [PMID: 25613992 DOI: 10.1016/j.tim.2014.12.008] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Revised: 12/04/2014] [Accepted: 12/16/2014] [Indexed: 11/26/2022]
Abstract
HIV-1 develops specific mutations within its genome that allow it to escape detection by human leukocyte antigen (HLA) class I-restricted immune responses, notably those of CD8(+) cytotoxic T lymphocytes (CTL). HLA thus represents a major force driving the evolution and diversification of HIV-1 within individuals and at the population level. Importantly, the study of HIV-1 adaptation to HLA also represents an opportunity to identify what qualities constitute an effective immune response, how the virus in turn adapts to these pressures, and how we may harness this information to design HIV-1 vaccines that stimulate effective cellular immunity.
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Affiliation(s)
| | - Anh Q Le
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Aniqa Shahid
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada; British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada.
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115
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van Dorp CH, van Boven M, de Boer RJ. Immuno-epidemiological modeling of HIV-1 predicts high heritability of the set-point virus load, while selection for CTL escape dominates virulence evolution. PLoS Comput Biol 2014; 10:e1003899. [PMID: 25522184 PMCID: PMC4270429 DOI: 10.1371/journal.pcbi.1003899] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2013] [Accepted: 09/07/2014] [Indexed: 02/07/2023] Open
Abstract
It has been suggested that HIV-1 has evolved its set-point virus load to be optimized for transmission. Previous epidemiological models and studies into the heritability of set-point virus load confirm that this mode of adaptation within the human population is feasible. However, during the many cycles of replication between infection of a host and transmission to the next host, HIV-1 is under selection for escape from immune responses, and not transmission. Here we investigate with computational and mathematical models how these two levels of selection, within-host and between-host, are intertwined. We find that when the rate of immune escape is comparable to what has been observed in patients, immune selection within hosts is dominant over selection for transmission. Surprisingly, we do find high values for set-point virus load heritability, and argue that high heritability estimates can be caused by the 'footprints' left by differing hosts' immune systems on the virus.
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Affiliation(s)
- Christiaan H. van Dorp
- Theoretical Biology and Bioinformatics, Universiteit Utrecht, Utrecht, The Netherlands
- National Institute for Public Health and the Environment, Bilthoven, The Netherlands
- * E-mail:
| | - Michiel van Boven
- National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Rob J. de Boer
- Theoretical Biology and Bioinformatics, Universiteit Utrecht, Utrecht, The Netherlands
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116
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Short conserved sequences of HIV-1 are highly immunogenic and shift immunodominance. J Virol 2014; 89:1195-204. [PMID: 25378501 DOI: 10.1128/jvi.02370-14] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
UNLABELLED Cellular immunity is pivotal in HIV-1 pathogenesis but is hampered by viral sequence diversity. An approach to minimize this diversity is to focus immunity on conserved proteome sequences; therefore, we selected four relatively conserved regions (Gag amino acids 148 to 214 and 250 to 335, Env amino acids 521 to 606, and Nef amino acids 106 to 148), each created in three mosaics, to provide better coverage of M-group HIV-1 sequences. A conserved-region vaccine (CRV) delivering genes for these four regions as equal mixtures of three mosaics each (each region at a separate injection site) was compared to a whole-protein vaccine (WPV) delivering equimolar amounts of genes for whole Gag, Env, and Nef as clade B consensus sequences (separate injection sites). Three rhesus macaques were vaccinated via three DNA primes and a recombinant adenovirus type 5 boost (weeks 0, 4, 8, and 24, respectively). Although CRV inserts were about one-fifth that of WPV, the CRV generated comparable-magnitude blood CD4+ and CD8+ T lymphocyte responses against Gag, Env, and Nef. WPV responses preferentially targeted proteome areas outside the selected conserved regions in direct proportion to sequence lengths, indicating similar immunogenicities for the conserved regions and the outside regions. The CRV yielded a conserved-region targeting density that was approximately 5-fold higher than that of the WPV. A similar pattern was seen for bronchoalveolar lymphocytes, but with quadruple the magnitudes seen in blood. Overall, these findings demonstrate that the selected conserved regions are highly immunogenic and that anatomically isolated vaccinations with these regions focus immunodominance compared to the case for full-length protein vaccination. IMPORTANCE HIV-1 sequence diversity is a major barrier limiting the capability of cellular immunity to contain infection and the ability of vaccines to match circulating viral sequences. To date, vaccines tested in humans have delivered whole proteins or genes for whole proteins, and it is unclear whether including only conserved sequences would yield sufficient cellular immunogenicity. We tested a vaccine delivering genes for four small conserved HIV-1 regions compared to a control vaccine with genes for whole Gag, Env, and Nef. Although the conserved regions ranged from 43 to 86 amino acids and comprised less than one-fifth of the whole Gag/Env/Nef sequence, the vaccines elicited equivalent total magnitudes of both CD4+ and CD8+ T lymphocyte responses. These data demonstrate the immunogenicity of these small conserved regions and the potential for a vaccine to steer immunodominance toward conserved epitopes.
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117
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Tsuchiya N, Pathipvanich P, Wichukchinda N, Rojanawiwat A, Auwanit W, Ariyoshi K, Sawanpanyalert P. Incidence and predictors of regimen-modification from first-line antiretroviral therapy in Thailand: a cohort study. BMC Infect Dis 2014; 14:565. [PMID: 25361850 PMCID: PMC4226857 DOI: 10.1186/s12879-014-0565-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Accepted: 10/16/2014] [Indexed: 01/11/2023] Open
Abstract
Background Antiretroviral therapy markedly reduced mortality in HIV-infected individuals. However, in the previous studies, up to 50% of patients are compelled to modify their regimen in middle and low-income countries where salvage drug is still limited. This cohort study aimed to investigate the incidence and predictors of regimen modification from the first-line antiretroviral regimen in northern Thailand. Methods All HIV-infected patients starting antiretroviral therapy (ART) with generic drug (GPOvir®; stavudine, lamivudine and nevirapine) at a governmental hospital in northern Thailand from 2002 to 2007 were recruited. Baseline characteristics and detailed information of regimen modification until the end of 2010 were ascertained from cohort database and medical charts. As a potential genetic predictor of regimen modification, HLA B allele was determined by bead-based array hybridization (WAKFlow® HLA typing kit). We investigated predictors of the regimen modification using Cox’s proportional hazard models. Results Of 979 patients, 914 were eligible for the analysis. The observed events of regimen modification was 377, corresponding to an incidence 13.8/100 person-year-observation (95% CI:12.5-15.3) over 2,728 person years (PY) follow up. The main reasons for regimen modification were adverse effects (73.5%), especially lipodystrophy (63.2%) followed by rash (17.7%). Sixty three patients (17.1%) changed the regimen due to treatment failure. 2% and 19% of patients had HLA-B*35:05 and B*4001, respectively. HLA-B*35:05 was independently associated with rash-related regimen modification (aHR 7.73, 95% CI:3.16-18.9) while female gender was associated with lipodystrophy (aHR 2.11, 95% CI:1.51-2.95). Female gender (aHR 0.54, 95% CI: 0.30-0.96), elder age (aHR 0.56, 95% CI: 0.32-0.99) and having HLA-B*40:01 (aHR 0.29, 95% CI: 0.10-0.82) were protective for treatment failure related modification. Conclusion HLA-B*35:05 and female gender were strong predictors of regimen modification due to rash and lipodystrophy, respectively. Female gender, elder age, and having HLA-B*40:01 had protective effects on treatment failure-related regimen modification. This study provides further information of regimen modification for future tailored ART in Asia. Electronic supplementary material The online version of this article (doi:10.1186/s12879-014-0565-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Naho Tsuchiya
- Department of Clinical Medicine, Institute of Tropical Medicine, Nagasaki University, 1-12-4, Sakamoto, Nagasaki, 852-8523, Japan. .,Global COE program, Nagasaki University, 1-12-4, Sakamoto, Nagasaki, 852-8523, Japan.
| | - Panita Pathipvanich
- Day Care Center, Lampang Hospital, 280 Paholyothin Road, Muang Lampang, Lampang, 52000, Thailand.
| | - Nuanjun Wichukchinda
- National Institute of Health, Ministry of Public Health, 88/7 Tiwanon road, Ampur Muang, Nonthaburi, 11000, Thailand.
| | - Archawin Rojanawiwat
- National Institute of Health, Ministry of Public Health, 88/7 Tiwanon road, Ampur Muang, Nonthaburi, 11000, Thailand.
| | - Wattana Auwanit
- National Institute of Health, Ministry of Public Health, 88/7 Tiwanon road, Ampur Muang, Nonthaburi, 11000, Thailand.
| | - Koya Ariyoshi
- Department of Clinical Medicine, Institute of Tropical Medicine, Nagasaki University, 1-12-4, Sakamoto, Nagasaki, 852-8523, Japan. .,Global COE program, Nagasaki University, 1-12-4, Sakamoto, Nagasaki, 852-8523, Japan.
| | - Pathom Sawanpanyalert
- Food and Drug Administration, Ministry of Public Health, 88/7 Tiwanon road, Ampur Muang, Nonthaburi, 11000, Thailand.
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Varicella-zoster virus-derived major histocompatibility complex class I-restricted peptide affinity is a determining factor in the HLA risk profile for the development of postherpetic neuralgia. J Virol 2014; 89:962-9. [PMID: 25355886 DOI: 10.1128/jvi.02500-14] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
UNLABELLED Postherpetic neuralgia (PHN) is the most common complication of herpes zoster and is typified by a lingering pain that can last months or years after the characteristic herpes zoster rash disappears. It is well known that there are risk factors for the development of PHN, such as its association with certain HLA alleles. In this study, previous HLA genotyping results were collected and subjected to a meta-analysis with increased statistical power. This work shows that the alleles HLA-A*33 and HLA-B*44 are significantly enriched in PHN patients, while HLA-A*02 and HLA-B*40 are significantly depleted. Prediction of the varicella-zoster virus (VZV) peptide affinity for these four HLA variants by using one in-house-developed and two existing state-of-the-art major histocompatibility complex (MHC) class I ligand prediction methods reveals that there is a great difference in their absolute and relative peptide binding repertoires. It was observed that HLA-A*02 displays a high affinity for an ∼7-fold-higher number of VZV peptides than HLA-B*44. Furthermore, after correction for HLA allele-specific limitations, the relative affinity of HLA-A*33 and HLA-B*44 for VZV peptides was found to be significantly lower than those of HLA-A*02 and HLA-B*40. In addition, HLA peptide affinity calculations indicate strong trends for VZV to avoid high-affinity peptides in some of its proteins, independent of the studied HLA allele. IMPORTANCE Varicella-zoster virus can cause two distinct diseases: chickenpox (varicella) and shingles (herpes zoster). Varicella is a common disease in young children, while herpes zoster is more frequent in older individuals. A common complication of herpes zoster is postherpetic neuralgia, a persistent and debilitating pain that can remain months up to years after the resolution of the rash. In this study, we show that the relative affinity of HLA variants associated with higher postherpetic neuralgia risk for varicella-zoster virus peptides is lower than that of variants with a lower risk. These results provide new insight into the development of postherpetic neuralgia and strongly support the hypothesis that one of its possible underlying causes is a suboptimal anti-VZV immune response due to weak HLA binding peptide affinity.
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John M, Gaudieri S. Influence of HIV and HCV on T cell antigen presentation and challenges in the development of vaccines. Front Microbiol 2014; 5:514. [PMID: 25352836 PMCID: PMC4195390 DOI: 10.3389/fmicb.2014.00514] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 09/12/2014] [Indexed: 12/11/2022] Open
Abstract
Some of the central challenges for developing effective vaccines against HIV and hepatitis C virus (HCV) are similar. Both infections are caused by small, highly mutable, rapidly replicating RNA viruses with the ability to establish long-term chronic pathogenic infection in human hosts. HIV has caused 60 million infections globally and HCV 180 million and both viruses may co-exist among certain populations by virtue of common blood-borne, sexual, or vertical transmission. Persistence of both pathogens is achieved by evasion of intrinsic, innate, and adaptive immune defenses but with some distinct mechanisms reflecting their differences in evolutionary history, replication characteristics, cell tropism, and visibility to mucosal versus systemic and hepatic immune responses. A potent and durable antibody and T cell response is a likely requirement of future HIV and HCV vaccines. Perhaps the single biggest difference between the two vaccine design challenges is that in HCV, a natural model of protective immunity can be found in those who resolve acute infection spontaneously. Such spontaneous resolvers exhibit durable and functional CD4+ and CD8+ T cell responses (Diepolder et al., 1995; Cooper et al., 1999; Thimme et al., 2001; Grakoui et al., 2003; Lauer et al., 2004; Schulze Zur Wiesch et al., 2012). However, frequent re-infection suggests partial or lack of protective immunity against heterologous HCV strains, possibly indicative of the degree of genetic diversity of circulating HCV genotypes and subtypes. There is no natural model of protective immunity in HIV, however, studies of “elite controllers,” or individuals who have durably suppressed levels of plasma HIV RNA without antiretroviral therapy, has provided the strongest evidence for CD8+ T cell responses in controlling viremia and limiting reservoir burden in established infection. Here we compare and contrast the specific mechanisms of immune evasion used by HIV and HCV, which subvert adaptive human leukocyte antigen (HLA)-restricted T cell immunity in natural infection, and the challenges these pose for designing effective preventative or therapeutic vaccines.
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Affiliation(s)
- Mina John
- Institute for Immunology and Infectious Diseases, Murdoch University Murdoch, WA, Australia ; Department of Clinical Immunology, PathWest Laboratory Medicine WA, Royal Perth Hospital Perth, WA, Australia
| | - Silvana Gaudieri
- Institute for Immunology and Infectious Diseases, Murdoch University Murdoch, WA, Australia ; School of Anatomy, Physiology and Human Biology, University of Western Australia Crawley, WA, Australia
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Linking pig-tailed macaque major histocompatibility complex class I haplotypes and cytotoxic T lymphocyte escape mutations in simian immunodeficiency virus infection. J Virol 2014; 88:14310-25. [PMID: 25275134 DOI: 10.1128/jvi.02428-14] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
UNLABELLED The influence of major histocompatibility complex class I (MHC-I) alleles on human immunodeficiency virus (HIV) diversity in humans has been well characterized at the population level. MHC-I alleles likely affect viral diversity in the simian immunodeficiency virus (SIV)-infected pig-tailed macaque (Macaca nemestrina) model, but this is poorly characterized. We studied the evolution of SIV in pig-tailed macaques with a range of MHC-I haplotypes. SIV(mac251) genomes were amplified from the plasma of 44 pig-tailed macaques infected with SIV(mac251) at 4 to 10 months after infection and characterized by Illumina deep sequencing. MHC-I typing was performed on cellular RNA using Roche/454 pyrosequencing. MHC-I haplotypes and viral sequence polymorphisms at both individual mutations and groups of mutations spanning 10-amino-acid segments were linked using in-house bioinformatics pipelines, since cytotoxic T lymphocyte (CTL) escape can occur at different amino acids within the same epitope in different animals. The approach successfully identified 6 known CTL escape mutations within 3 Mane-A1*084-restricted epitopes. The approach also identified over 70 new SIV polymorphisms linked to a variety of MHC-I haplotypes. Using functional CD8 T cell assays, we confirmed that one of these associations, a Mane-B028 haplotype-linked mutation in Nef, corresponded to a CTL epitope. We also identified mutations associated with the Mane-B017 haplotype that were previously described to be CTL epitopes restricted by Mamu-B*017:01 in rhesus macaques. This detailed study of pig-tailed macaque MHC-I genetics and SIV polymorphisms will enable a refined level of analysis for future vaccine design and strategies for treatment of HIV infection. IMPORTANCE Cytotoxic T lymphocytes select for virus escape mutants of HIV and SIV, and this limits the effectiveness of vaccines and immunotherapies against these viruses. Patterns of immune escape variants are similar in HIV type 1-infected human subjects that share the same MHC-I genes, but this has not been studied for SIV infection of macaques. By studying SIV sequence diversity in 44 MHC-typed SIV-infected pigtail macaques, we defined over 70 sites within SIV where mutations were common in macaques sharing particular MHC-I genes. Further, pigtail macaques sharing nearly identical MHC-I genes with rhesus macaques responded to the same CTL epitope and forced immune escape. This allows many reagents developed to study rhesus macaques to also be used to study pigtail macaques. Overall, our study defines sites of immune escape in SIV in pigtailed macaques, and this enables a more refined level of analysis of future vaccine design and strategies for treatment of HIV infection.
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Doolan DL, Apte SH, Proietti C. Genome-based vaccine design: the promise for malaria and other infectious diseases. Int J Parasitol 2014; 44:901-13. [PMID: 25196370 DOI: 10.1016/j.ijpara.2014.07.010] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Revised: 07/30/2014] [Accepted: 07/31/2014] [Indexed: 01/08/2023]
Abstract
Vaccines are one of the most effective interventions to improve public health, however, the generation of highly effective vaccines for many diseases has remained difficult. Three chronic diseases that characterise these difficulties include malaria, tuberculosis and HIV, and they alone account for half of the global infectious disease burden. The whole organism vaccine approach pioneered by Jenner in 1796 and refined by Pasteur in 1857 with the "isolate, inactivate and inject" paradigm has proved highly successful for many viral and bacterial pathogens causing acute disease but has failed with respect to malaria, tuberculosis and HIV as well as many other diseases. A significant advance of the past decade has been the elucidation of the genomes, proteomes and transcriptomes of many pathogens. This information provides the foundation for new 21st Century approaches to identify target antigens for the development of vaccines, drugs and diagnostic tests. Innovative genome-based vaccine strategies have shown potential for a number of challenging pathogens, including malaria. We advocate that genome-based rational vaccine design will overcome the problem of poorly immunogenic, poorly protective vaccines that has plagued vaccine developers for many years.
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Affiliation(s)
- Denise L Doolan
- Infectious Diseases Programme, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4029, Australia.
| | - Simon H Apte
- Infectious Diseases Programme, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4029, Australia
| | - Carla Proietti
- Infectious Diseases Programme, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4029, Australia
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Juarez-Molina CI, Payne R, Soto-Nava M, Avila-Rios S, Valenzuela-Ponce H, Adland E, Leitman E, Brener J, Muenchhoff M, Branch S, Landis C, Reyes-Teran G, Goulder P. Impact of HLA selection pressure on HIV fitness at a population level in Mexico and Barbados. J Virol 2014; 88:10392-8. [PMID: 25008926 PMCID: PMC4178877 DOI: 10.1128/jvi.01162-14] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Accepted: 07/02/2014] [Indexed: 12/12/2022] Open
Abstract
UNLABELLED Previous studies have demonstrated that effective cytotoxic T lymphocyte (CTL) responses drive the selection of escape mutations that reduce viral replication capacity (VRC). Escape mutations, including those with reduced VRC, can be transmitted and accumulate in a population. Here we compared two antiretroviral therapy (ART)-naive HIV clade B-infected cohorts, in Mexico and Barbados, in which the most protective HLA alleles (HLA-B*27/57/58:01/81:01) are differentially expressed, at 8% and 34%, respectively. Viral loads were significantly higher in Mexico than in Barbados (median, 40,774 versus 14,200; P < 0.0001), and absolute CD4(+) T-cell counts were somewhat lower (median, 380/mm(3) versus 403/mm(3); P = 0.007). We tested the hypothesis that the disparate frequencies of these protective HLA alleles would be associated with a higher VRC at the population level in Mexico. Analysis of VRC in subjects in each cohort, matched for CD4(+) T-cell count, revealed that the VRC was indeed higher in the Mexican cohort (mean, 1.13 versus 1.03; P = 0.0025). Although CD4 counts were matched, viral loads remained significantly higher in the Mexican subjects (P = 0.04). This VRC difference was reflected by a significantly higher frequency in the Barbados cohort of HLA-B*27/57/58:01/81:01-associated Gag escape mutations previously shown to incur a fitness cost on the virus (P = 0.004), a difference between the two cohorts that remained statistically significant even in subjects not expressing these protective alleles (P = 0.01). These data suggest that viral set points and disease progression rates at the population level may be significantly influenced by the prevalence of protective HLA alleles such as HLA-B*27/57/58:01/81:01 and that CD4 count-based guidelines to initiate antiretroviral therapy may need to be modified accordingly, to optimize the effectiveness of treatment-for-prevention strategies and reduce HIV transmission rates to the absolute minimum. IMPORTANCE Immune control of HIV at an individual level is strongly influenced by the HLA class I genotype. HLA class I molecules mediating effective immune control, such as HLA-B*27 and HLA-B*57, are associated with the selection of escape mutants that reduce viral replicative capacity. The escape mutants selected in infected patients can be transmitted and affect the viral load and CD4 count in the recipient. These findings prompt the hypothesis that the frequency of protective alleles in a population may affect viral set points and rates of disease progression in that population. These studies in Mexico and Barbados, where the prevalence rates of protective HLA alleles are 8% and 34%, respectively, support this hypothesis. These data suggest that antiretroviral therapy (ART) treatment-for-prevention strategies will be less successful in populations such as those in Mexico, where viral loads are higher for a given CD4 count. Consideration may therefore usefully be given to ART initiation at higher absolute CD4 counts in such populations to optimize the impact of ART for prevention.
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Affiliation(s)
| | - Rebecca Payne
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Maribel Soto-Nava
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - Santiago Avila-Rios
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - Humberto Valenzuela-Ponce
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - Emily Adland
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Ellen Leitman
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Jacqui Brener
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | | | - Songee Branch
- Ladymeade Reference Unit, Queen Elizabeth Hospital, Bridgetown, Barbados
| | - Clive Landis
- Ladymeade Reference Unit, Queen Elizabeth Hospital, Bridgetown, Barbados
| | - Gustavo Reyes-Teran
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - Philip Goulder
- Department of Paediatrics, University of Oxford, Oxford, United Kingdom
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Martin E, Carlson JM, Le AQ, Chopera DR, McGovern R, Rahman MA, Ng C, Jessen H, Kelleher AD, Markowitz M, Allen TM, Milloy MJ, Carrington M, Wainberg MA, Brumme ZL. Early immune adaptation in HIV-1 revealed by population-level approaches. Retrovirology 2014; 11:64. [PMID: 25212686 PMCID: PMC4190299 DOI: 10.1186/s12977-014-0064-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Accepted: 07/24/2014] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The reproducible nature of HIV-1 escape from HLA-restricted CD8+ T-cell responses allows the identification of HLA-associated viral polymorphisms "at the population level" - that is, via analysis of cross-sectional, linked HLA/HIV-1 genotypes by statistical association. However, elucidating their timing of selection traditionally requires detailed longitudinal studies, which are challenging to undertake on a large scale. We investigate whether the extent and relative timecourse of immune-driven HIV adaptation can be inferred via comparative cross-sectional analysis of independent early and chronic infection cohorts. RESULTS Similarly-powered datasets of linked HLA/HIV-1 genotypes from individuals with early (median < 3 months) and chronic untreated HIV-1 subtype B infection, matched for size (N > 200/dataset), HLA class I and HIV-1 Gag/Pol/Nef diversity, were established. These datasets were first used to define a list of 162 known HLA-associated polymorphisms detectable at the population level in cohorts of the present size and host/viral genetic composition. Of these 162 known HLA-associated polymorphisms, 15% (occurring at 14 Gag, Pol and Nef codons) were already detectable via statistical association in the early infection dataset at p ≤ 0.01 (q < 0.2) - identifying them as the most consistently rapidly escaping sites in HIV-1. Among these were known rapidly-escaping sites (e.g. B*57-Gag-T242N) and others not previously appreciated to be reproducibly rapidly selected (e.g. A*31:01-associated adaptations at Gag codons 397, 401 and 403). Escape prevalence in early infection correlated strongly with first-year escape rates (Pearson's R = 0.68, p = 0.0001), supporting cross-sectional parameters as reliable indicators of longitudinally-derived measures. Comparative analysis of early and chronic datasets revealed that, on average, the prevalence of HLA-associated polymorphisms more than doubles between these two infection stages in persons harboring the relevant HLA (p < 0.0001, consistent with frequent and reproducible escape), but remains relatively stable in persons lacking the HLA (p = 0.15, consistent with slow reversion). Published HLA-specific Hazard Ratios for progression to AIDS correlated positively with average escape prevalence in early infection (Pearson's R = 0.53, p = 0.028), consistent with high early within-host HIV-1 adaptation (via rapid escape and/or frequent polymorphism transmission) as a correlate of progression. CONCLUSION Cross-sectional host/viral genotype datasets represent an underutilized resource to identify reproducible early pathways of HIV-1 adaptation and identify correlates of protective immunity.
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Affiliation(s)
- Eric Martin
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
| | | | - Anh Q Le
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
| | - Denis R Chopera
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
- />KwaZulu-Natal Research Institute for Tuberculosis and HIV, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Rachel McGovern
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
| | - Manal A Rahman
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
| | - Carmond Ng
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
| | | | | | - Martin Markowitz
- />Aaron Diamond AIDS Research Center, The Rockefeller University, New York, NY USA
| | - Todd M Allen
- />Ragon Institute of MGH, MIT and Harvard University, Cambridge, MA USA
| | - M-J Milloy
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
- />Faculty of Medicine, University of British Columbia, Vancouver, BC Canada
| | - Mary Carrington
- />Ragon Institute of MGH, MIT and Harvard University, Cambridge, MA USA
- />Cancer and Inflammation Program, Laboratory of Experimental Immunology, Leidos Biomedical Research Inc, Frederick National Laboratory for Cancer Research, Frederick, MD USA
| | | | - Zabrina L Brumme
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
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Hasan Z, Kamori D, Ueno T. Role of host immune responses in sequence variability of HIV-1 Vpu. World J Immunol 2014; 4:107-115. [DOI: 10.5411/wji.v4.i2.107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 04/19/2014] [Accepted: 06/16/2014] [Indexed: 02/05/2023] Open
Abstract
Viral protein U (Vpu) is an accessory protein associated with two main functions important in human immunodeficiency virus type 1 (HIV-1) replication and dissemination; these are down-regulation of CD4 receptor through mediating its proteasomal degradation and enhancement of virion release by antagonizing tetherin/BST2. It is also well established that Vpu is one of the most highly variable proteins in the HIV-1 proteome. However it is still unclear what drives Vpu sequence variability, whether Vpu acquires polymorphisms as a means of immune escape, functional advantage, or otherwise. It is assumed that the host-pathogen interaction is a cause of polymorphic phenotype of Vpu and that the resulting functional heterogeneity of Vpu may have critical significance in vivo. In order to comprehensively understand Vpu variability, it is important to integrate at the population level the genetic association approaches to identify specific amino acid residues and the immune escape kinetics which may impose Vpu functional constraints in vivo. This review will focus on HIV-1 accessory protein Vpu in the context of its sequence variability at population level and also bring forward evidence on the role of the host immune responses in driving Vpu sequence variability; we will also highlight the recent findings that illustrate Vpu functional implication in HIV-1 pathogenesis.
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Hartfield M, Murall CL, Alizon S. Clinical applications of pathogen phylogenies. Trends Mol Med 2014; 20:394-404. [DOI: 10.1016/j.molmed.2014.04.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Revised: 04/02/2014] [Accepted: 04/03/2014] [Indexed: 12/16/2022]
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Li X, Price MA, He D, Kamali A, Karita E, Lakhi S, Sanders EJ, Anzala O, Amornkul PN, Allen S, Hunter E, Kaslow RA, Gilmour J, Tang J, IAVI Africa HIV Prevention Partnership. Host genetics and viral load in primary HIV-1 infection: clear evidence for gene by sex interactions. Hum Genet 2014; 133:1187-97. [PMID: 24969460 PMCID: PMC4127002 DOI: 10.1007/s00439-014-1465-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 06/16/2014] [Indexed: 01/09/2023]
Abstract
Research in the past two decades has generated unequivocal evidence that host genetic variations substantially account for the heterogeneous outcomes following human immunodeficiency virus type 1 (HIV-1) infection. In particular, genes encoding human leukocyte antigens (HLA) have various alleles, haplotypes, or specific motifs that can dictate the set-point (a relatively steady state) of plasma viral load (VL), although rapid viral evolution driven by innate and acquired immune responses can obscure the long-term relationships between HLA genotypes and HIV-1-related outcomes. In our analyses of VL data from 521 recent HIV-1 seroconverters enrolled from eastern and southern Africa, HLA-A*03:01 was strongly and persistently associated with low VL in women (frequency = 11.3 %, P < 0.0001) but not in men (frequency = 7.7 %, P = 0.66). This novel sex by HLA interaction (P = 0.003, q = 0.090) did not extend to other frequent HLA class I alleles (n = 34), although HLA-C*18:01 also showed a weak association with low VL in women only (frequency = 9.3 %, P = 0.042, q > 0.50). In a reduced multivariable model, age, sex, geography (clinical sites), previously identified HLA factors (HLA-B*18, B*45, B*53, and B*57), and the interaction term for female sex and HLA-A*03:01 collectively explained 17.0 % of the overall variance in geometric mean VL over a 3-year follow-up period (P < 0.0001). Multiple sensitivity analyses of longitudinal and cross-sectional VL data yielded consistent results. These findings can serve as a proof of principle that the gap of "missing heritability" in quantitative genetics can be partially bridged by a systematic evaluation of sex-specific associations.
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Affiliation(s)
- Xuelin Li
- Department of Medicine, University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL 35294 USA
| | - Matthew A. Price
- International AIDS Vaccine Initiative, New York City, NY USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA USA
| | - Dongning He
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
| | - Anatoli Kamali
- MRC/UVRI Uganda Virus Research Unit on AIDS, Masaka Site, Masaka, Uganda
| | | | - Shabir Lakhi
- Zambia-Emory HIV-1 Research Project, Lusaka, Zambia
| | - Eduard J. Sanders
- Centre for Geographic Medicine Research, Kenya Medical Research Institute (KEMRI), Kilifi, Kenya
- Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, Headington, UK
| | - Omu Anzala
- Kenya AIDS Vaccine Initiative (KAVI), Nairobi, Kenya
| | - Pauli N. Amornkul
- International AIDS Vaccine Initiative, New York City, NY USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA USA
| | - Susan Allen
- Projet San Francisco, Kigali, Rwanda
- Zambia-Emory HIV-1 Research Project, Lusaka, Zambia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA USA
| | - Eric Hunter
- Vaccine Research Center, Emory University, Atlanta, GA USA
| | - Richard A. Kaslow
- International AIDS Vaccine Initiative, New York City, NY USA
- Present Address: Department of Veterans Affairs, Washington, DC, 20420 USA
| | - Jill Gilmour
- International AIDS Vaccine Initiative, Human Immunology Laboratory, Chelsea and Westminster Hospital, London, UK
| | - Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL 35294 USA
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
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Papuchon J, Pinson P, Guidicelli GL, Bellecave P, Thomas R, LeBlanc R, Reigadas S, Taupin JL, Baril JG, Routy JP, Wainberg M, Fleury H, the Provir/Latitude 45 study group. Kinetics of HIV-1 CTL epitopes recognized by HLA I alleles in HIV-infected individuals at times near primary infection: the Provir/Latitude45 study. PLoS One 2014; 9:e100452. [PMID: 24964202 PMCID: PMC4070993 DOI: 10.1371/journal.pone.0100452] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 05/25/2014] [Indexed: 11/18/2022] Open
Abstract
In patients responding successfully to ART, the next therapeutic step is viral cure. An interesting strategy is antiviral vaccination, particularly involving CD8 T cell epitopes. However, attempts at vaccination are dependent on the immunogenetic background of individuals. The Provir/Latitude 45 project aims to investigate which CTL epitopes in proviral HIV-1 will be recognized by the immune system when HLA alleles are taken into consideration. A prior study (Papuchon et al, PLoS ONE 2013) showed that chronically-infected patients under successful ART exhibited variations of proviral CTL epitopes compared to a reference viral strain (HXB2) and that a generic vaccine may not be efficient. Here, we investigated viral and/or proviral CTL epitopes at different time points in recently infected individuals of the Canadian primary HIV infection cohort and assessed the affinity of these epitopes for HLA alleles during the study period. An analysis of the results confirms that it is not possible to fully predict which epitopes will be recognized by the HLA alleles of the patients if the reference sequences and epitopes are taken as the basis of simulation. Epitopes may be seen to vary in circulating RNA and proviral DNA. Despite this confirmation, the overall variability of the epitopes was low in these patients who are temporally close to primary infection.
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Affiliation(s)
| | - Patricia Pinson
- University Hospital of Bordeaux and CNRS UMR 5234, Bordeaux, France
| | | | | | | | | | | | - Jean-Luc Taupin
- University Hospital of Bordeaux and CNRS UMR 5164, Bordeaux, France
| | | | | | | | - Hervé Fleury
- University Hospital of Bordeaux and CNRS UMR 5234, Bordeaux, France
- * E-mail:
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128
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Quiñones-Parra S, Loh L, Brown LE, Kedzierska K, Valkenburg SA. Universal immunity to influenza must outwit immune evasion. Front Microbiol 2014; 5:285. [PMID: 24971078 PMCID: PMC4054793 DOI: 10.3389/fmicb.2014.00285] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 05/23/2014] [Indexed: 12/23/2022] Open
Abstract
Although an influenza vaccine has been available for 70 years, influenza virus still causes seasonal epidemics and worldwide pandemics. Currently available vaccines elicit strain-specific antibody (Ab) responses to the surface haemagglutinin (HA) and neuraminidase (NA) proteins, but these can be ineffective against serologically-distinct viral variants and novel subtypes. Thus, there is a great need for cross-protective or "universal" influenza vaccines to overcome the necessity for annual immunization against seasonal influenza and to provide immunity to reduce the severity of infection with pandemic or outbreak viruses. It is well established that natural influenza infection can provide cross-reactive immunity that can reduce the impact of infection with distinct influenza type A strains and subtypes, including H1N1, H3N2, H2N2, H5N1, and H7N9. The key to generating universal influenza immunity through vaccination is to target functionally-conserved regions of the virus, which include epitopes on the internal proteins for cross-reactive T cell immunity or on the HA stem for broadly reactive Ab responses. In the wake of the 2009 H1N1 pandemic, broadly neutralizing antibodies (bnAbs) have been characterized and isolated from convalescent and vaccinated individuals, inspiring development of new vaccination techniques to elicit such responses. Induction of influenza-specific T cell responses through vaccination has also been recently examined in clinical trials. Strong evidence is available from human and animal models of influenza to show that established influenza-specific T cell memory can reduce viral shedding and symptom severity. However, the published evidence also shows that CD8(+) T cells can efficiently select immune escape mutants early after influenza virus infection. Here, we discuss universal immunity to influenza viruses mediated by both cross-reactive T cells and Abs, the mechanisms of immune evasion in influenza, and propose how to counteract commonly occurring immune-escape variants.
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Affiliation(s)
- Sergio Quiñones-Parra
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Parkville VIC, Australia
| | - Liyen Loh
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Parkville VIC, Australia
| | - Lorena E Brown
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Parkville VIC, Australia
| | - Katherine Kedzierska
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Parkville VIC, Australia
| | - Sophie A Valkenburg
- Centre for Influenza Research and School of Public Health, The University of Hong Kong Hong Kong, China
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129
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Valkenburg SA, Quiñones-Parra S, Gras S, Komadina N, McVernon J, Wang Z, Halim H, Iannello P, Cole C, Laurie K, Kelso A, Rossjohn J, Doherty PC, Turner SJ, Kedzierska K. Acute emergence and reversion of influenza A virus quasispecies within CD8+ T cell antigenic peptides. Nat Commun 2014; 4:2663. [PMID: 24173108 DOI: 10.1038/ncomms3663] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Accepted: 09/23/2013] [Indexed: 01/14/2023] Open
Abstract
Influenza A virus-specific CD8(+) cytotoxic T lymphocytes (CTLs) provide a degree of cross-strain protection that is potentially subverted by mutation. Here we describe the sequential emergence of such variants within CTL epitopes for a persistently infected, immunocompromised infant. Further analysis in immunodeficient and wild-type mice supports the view that CTL escape variants arise frequently in influenza, accumulate with time and revert in the absence of immune pressure under MHCI-mismatched conditions. Viral fitness, the abundance of endogenous CD8(+) T cell responses and T cell receptor repertoire diversity influence the nature of these de novo mutants. Structural characterization of dominant escape variants shows how the peptide-MHCI interaction is modified to affect variant-MHCI stability. The mechanism of influenza virus escape thus looks comparable to that recognized for chronic RNA viruses like HIV and HCV, suggesting that immunocompromised patients with prolonged viral infection could have an important part in the emergence of influenza quasispecies.
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Affiliation(s)
- Sophie A Valkenburg
- Department of Microbiology and Immunology, University of Melbourne, Parkville, Victoria 3010, Australia
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Abstract
Objective The aim of this study was to examine the course of time-dependent evolution of HIV-1 subtype A on a global level, especially with respect to the dynamics of immunogenic HIV gag epitopes. Methods We used a total of 1,893 HIV-1 subtype A gag sequences representing a timeline from 1985 through 2010, and 19 different countries in Africa, Europe and Asia. The phylogenetic relationship of subtype A gag and its epidemic dynamics was analysed through a Maximum Likelihood tree and Bayesian Skyline plot, genomic variability was measured in terms of G→A substitutions and Shannon entropy, and the time-dependent evolution of HIV subtype A gag epitopes was examined. Finally, to confirm observations on globally reported HIV subtype A sequences, we analysed the gag epitope data from our Kenyan, Pakistani, and Afghan cohorts, where both cohort-specific gene epitope variability and HLA restriction profiles of gag epitopes were examined. Results The most recent common ancestor of the HIV subtype A epidemic was estimated to be 1956±1. A period of exponential growth began about 1980 and lasted for approximately 7 years, stabilized for 15 years, declined for 2–3 years, then stabilized again from about 2004. During the course of evolution, a gradual increase in genomic variability was observed that peaked in 2005–2010. We observed that the number of point mutations and novel epitopes in gag also peaked concurrently during 2005–2010. Conclusion It appears that as the HIV subtype A epidemic spread globally, changing population immunogenetic pressures may have played a role in steering immune-evolution of this subtype in new directions. This trend is apparent in the genomic variability and epitope diversity of HIV-1 subtype A gag sequences.
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131
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Han C, Kawana-Tachikawa A, Shimizu A, Zhu D, Nakamura H, Adachi E, Kikuchi T, Koga M, Koibuchi T, Gao GF, Sato Y, Yamagata A, Martin E, Fukai S, Brumme ZL, Iwamoto A. Switching and emergence of CTL epitopes in HIV-1 infection. Retrovirology 2014; 11:38. [PMID: 24886641 PMCID: PMC4036671 DOI: 10.1186/1742-4690-11-38] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 04/28/2014] [Indexed: 01/16/2023] Open
Abstract
Background Human Leukocyte Antigen (HLA) class I restricted Cytotoxic T Lymphocytes (CTLs) exert substantial evolutionary pressure on HIV-1, as evidenced by the reproducible selection of HLA-restricted immune escape mutations in the viral genome. An escape mutation from tyrosine to phenylalanine at the 135th amino acid (Y135F) of the HIV-1 nef gene is frequently observed in patients with HLA-A*24:02, an HLA Class I allele expressed in ~70% of Japanese persons. The selection of CTL escape mutations could theoretically result in the de novo creation of novel epitopes, however, the extent to which such dynamic “CTL epitope switching” occurs in HIV-1 remains incompletely known. Results Two overlapping epitopes in HIV-1 nef, Nef126-10 and Nef134-10, elicit the most frequent CTL responses restricted by HLA-A*24:02. Thirty-five of 46 (76%) HLA-A*24:02-positive patients harbored the Y135F mutation in their plasma HIV-1 RNA. Nef codon 135 plays a crucial role in both epitopes, as it represents the C-terminal anchor for Nef126-10 and the N-terminal anchor for Nef134-10. While the majority of patients with 135F exhibited CTL responses to Nef126-10, none harboring the “wild-type” (global HIV-1 subtype B consensus) Y135 did so, suggesting that Nef126-10 is not efficiently presented in persons harboring Y135. Consistent with this, peptide binding and limiting dilution experiments confirmed F, but not Y, as a suitable C-terminal anchor for HLA-A*24:02. Moreover, experiments utilizing antigen specific CTL clones to recognize endogenously-expressed peptides with or without Y135F indicated that this mutation disrupted the antigen expression of Nef134-10. Critically, the selection of Y135F also launched the expression of Nef126-10, indicating that the latter epitope is created as a result of escape within the former. Conclusions Our data represent the first example of the de novo creation of a novel overlapping CTL epitope as a direct result of HLA-driven immune escape in a neighboring epitope. The robust targeting of Nef126-10 following transmission (or in vivo selection) of HIV-1 containing Y135F may explain in part the previously reported stable plasma viral loads over time in the Japanese population, despite the high prevalence of both HLA-A*24:02 and Nef-Y135F in circulating HIV-1 sequences.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Aikichi Iwamoto
- Division of Infectious Diseases, Advanced Clinical Research Center, the Institute of Medical Science, the University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo 108-8639, Japan.
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Prentice HA, Pajewski NM, He D, Zhang K, Brown EE, Kilembe W, Allen S, Hunter E, Kaslow RA, Tang J. Host genetics and immune control of HIV-1 infection: fine mapping for the extended human MHC region in an African cohort. Genes Immun 2014; 15:275-81. [PMID: 24784026 PMCID: PMC4111776 DOI: 10.1038/gene.2014.16] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2014] [Revised: 03/28/2014] [Accepted: 03/28/2014] [Indexed: 12/31/2022]
Abstract
Multiple MHC loci encoding human leukocyte antigens (HLA) have allelic variants unequivocally associated with differential immune control of HIV-1 infection. Fine mapping based on single nucleotide polymorphisms (SNPs) in the extended MHC (xMHC) region is expected to reveal causal or novel factors and to justify a search for functional mechanisms. We have tested the utility of a custom fine-mapping platform (the ImmunoChip) for 172 HIV-1 seroconverters (SCs) and 449 seroprevalent individuals (SPs) from Lusaka, Zambia, with a focus on more than 6,400 informative xMHC SNPs. When conditioned on HLA and non-genetic factors previously associated with HIV-1 viral load (VL) in the study cohort, penalized approaches (HyperLasso models) identified an intergenic SNP (rs3094626 between RPP21 and HLA-E) and an intronic SNP (rs3134931 in NOTCH4) as novel correlates of early set-point VL in SCs. The minor allele of rs2857114 (downstream from HLA-DOB) was an unfavorable factor in SPs. Joint models based on demographic features, HLA alleles and the newly identified SNP variants could explain 29% and 15% of VL variance in SCs and SPs, respectively. These findings and bioinformatics strongly suggest that both classic and non-classic MHC genes deserve further investigation, especially in Africans with relatively short haplotype blocks.
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Affiliation(s)
- H A Prentice
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - N M Pajewski
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - D He
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - K Zhang
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - E E Brown
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - W Kilembe
- Zambia-Emory HIV-1 Research Project, Lusaka, Zambia
| | - S Allen
- 1] Zambia-Emory HIV-1 Research Project, Lusaka, Zambia [2] Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, USA
| | - E Hunter
- Emory Vaccine Center, Emory University, Atlanta, GA, USA
| | - R A Kaslow
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - J Tang
- 1] Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA [2] Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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HLA-B*35: 05 is a protective allele with a unique structure among HIV-1 CRF01_AE-infected Thais, in whom the B*57 frequency is low. AIDS 2014; 28:959-67. [PMID: 24566094 DOI: 10.1097/qad.0000000000000206] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To identify protective human leukocyte antigen (HLA) alleles in an HIV-infected south-east Asian population, in whom HLA-B*57 prevalence is lower than other ethnic groups, and HIV-1 CRF01_AE is the dominant circulating subtype. DESIGN Cross-sectional study of Thai patients with chronic HIV infection. METHODS Five hundred and fifty-seven HIV-1 CRF01_AE-infected Thais were recruited. Their HLA type and viral load were determined to statistically analyze the association of each allele in viral control. In-silico molecular dynamics was also used to evaluate the effect of HLA structure variants on epitope binding. RESULTS HLA-B*35:05 was identified as the most protective allele (P=0.003, q=0.17), along with HLA-B*57:01 (P=0.044, q=0.31). Structurally, HLA-B*35:05 belonged to the HLA-B*35-PY group of HLA-B*35 alleles; however, unlike the other HLA-B*35 alleles that carry Arg (R) at residue 97, it has unique sequences at T94, L95, and S97, located within the peptide-binding groove. Analysis of the three-dimensional HLA structure and molecular dynamics indicates that S97 in HLA-B*35:05 leads to less flexibility in the groove, and shorter distances between the α-helixes compared with the disease-susceptible HLA-B*35-PY allele, HLA-B*35:01. CONCLUSION These data indicate the existence of a protective effect of HLA-B*57 across ethnic groups and highlight HLA-B*35:05 as an allele uniquely protective in subtype CRF01_AE-infected Thais. The divergence of HLA-B*35:05 from conventional HLA-B*35-PY structural sequences at the peptide-binding groove is consistent with previous studies that have identified HLA residue 97 as strongly influential in shaping HLA impact on immune control of HIV, and that a more restricted peptide-binding motif may be associated with improved control.
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Buggert M, Norström MM, Salemi M, Hecht FM, Karlsson AC. Functional avidity and IL-2/perforin production is linked to the emergence of mutations within HLA-B*5701-restricted epitopes and HIV-1 disease progression. THE JOURNAL OF IMMUNOLOGY 2014; 192:4685-96. [PMID: 24740510 DOI: 10.4049/jimmunol.1302253] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Viral escape from HIV-1-specific CD8(+) T cells has been demonstrated in numerous studies previously. However, the qualitative features driving the emergence of mutations within epitopes are still unclear. In this study, we aimed to distinguish whether specific functional characteristics of HLA-B*5701-restricted CD8(+) T cells influence the emergence of mutations in high-risk progressors (HRPs) versus low-risk progressors (LRPs). Single-genome sequencing was performed to detect viral mutations (variants) within seven HLA-B*5701-restricted epitopes in Gag (n = 4) and Nef (n = 3) in six untreated HLA-B*5701 subjects followed from early infection up to 7 y. Several well-characterized effector markers (IFN-γ, IL-2, MIP-1β, TNF, CD107a, and perforin) were identified by flow cytometry following autologous (initial and emerging variant/s) epitope stimulations. This study demonstrates that specific functional attributes may facilitate the outgrowth of mutations within HLA-B*5701-restricted epitopes. A significantly lower fraction of IL-2-producing cells and a decrease in functional avidity and polyfunctional sensitivity were evident in emerging epitope variants compared with the initial autologous epitopes. Interestingly, the HRPs mainly drove these differences, whereas the LRPs maintained a directed and maintained functional response against emerging epitope variants. In addition, LRPs induced improved cell-cycle progression and perforin upregulation after autologous and emerging epitope variant stimulations in contrast to HRPs. The maintained quantitative and qualitative features of the CD8(+) T cell responses in LRPs toward emerging epitope variants provide insights into why HLA-B*5701 subjects have different risks of HIV-1 disease progression.
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Affiliation(s)
- Marcus Buggert
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm S-141 86, Sweden
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135
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Borsetti A, Ferrantelli F, Maggiorella MT, Sernicola L, Bellino S, Gallinaro A, Farcomeni S, Mee ET, Rose NJ, Cafaro A, Titti F, Ensoli B. Effect of MHC haplotype on immune response upon experimental SHIVSF162P4cy infection of Mauritian cynomolgus macaques. PLoS One 2014; 9:e93235. [PMID: 24695530 PMCID: PMC3973703 DOI: 10.1371/journal.pone.0093235] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2013] [Accepted: 03/03/2014] [Indexed: 01/06/2023] Open
Abstract
Little is known about the effects of Major Histocompatibility Complex (MHC) haplotypes on immunity to primate lentiviruses involving both acquired and innate immune responses. We present statistical evidence of the influence of MHC polymorphism on antiviral immunity of Mauritian cynomolgus macaques (MCM) following simian/human immunodeficiency virus SHIVSF162P4cy infection, involving the production of pro- and anti-inflammatory cytokines and α-defensins, which may modulate acquired immune responses. During the acute phase of infection, IL-10 correlated positively with viral load and negatively with CD4+T cell counts. Furthermore, α-defensins production was directly correlated with plasma viral RNA, particularly at peak of viral load. When the effects of the MHC were analyzed, a significant association between lower anti-Env binding and neutralizing antibody levels with class IB M4 haplotype and with class IA, IB M4 haplotype, respectively, was observed in the post-acute phase. Lower antibody responses may have resulted into a poor control of infection thus explaining the previously reported lower CD4 T cell counts in these monkeys. Class II M3 haplotype displayed significantly lower acute and post-acute IL-10 levels. In addition, significantly lower levels of α-defensins were detected in class IA M3 haplotype monkeys than in non-M3 macaques, in the post-acute phase of infection. These data indicate that the MHC could contribute to the delicate balance of pro-inflammatory mechanisms, particularly with regard to the association between IL-10 and α-defensins in lentivirus infection. Our results show that host genetic background, virological and immunological parameters should be considered for the design and interpretation of HIV-1 vaccine efficacy studies.
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Affiliation(s)
| | | | | | | | | | | | | | - Edward T. Mee
- Division of Virology, National Institute for Biological Standards and Control, Medicines and Healthcare products Regulatory Agency, South Mimms, Hertfordshire, United Kingdom
| | - Nicola J. Rose
- Division of Virology, National Institute for Biological Standards and Control, Medicines and Healthcare products Regulatory Agency, South Mimms, Hertfordshire, United Kingdom
| | - Aurelio Cafaro
- National AIDS Center, Istituto Superiore di Sanità, Rome, Italy
| | - Fausto Titti
- National AIDS Center, Istituto Superiore di Sanità, Rome, Italy
| | - Barbara Ensoli
- National AIDS Center, Istituto Superiore di Sanità, Rome, Italy
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136
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Cotton LA, Kuang XT, Le AQ, Carlson JM, Chan B, Chopera DR, Brumme CJ, Markle TJ, Martin E, Shahid A, Anmole G, Mwimanzi P, Nassab P, Penney KA, Rahman MA, Milloy MJ, Schechter MT, Markowitz M, Carrington M, Walker BD, Wagner T, Buchbinder S, Fuchs J, Koblin B, Mayer KH, Harrigan PR, Brockman MA, Poon AFY, Brumme ZL. Genotypic and functional impact of HIV-1 adaptation to its host population during the North American epidemic. PLoS Genet 2014; 10:e1004295. [PMID: 24762668 PMCID: PMC3998893 DOI: 10.1371/journal.pgen.1004295] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 02/21/2014] [Indexed: 11/20/2022] Open
Abstract
HLA-restricted immune escape mutations that persist following HIV transmission could gradually spread through the viral population, thereby compromising host antiviral immunity as the epidemic progresses. To assess the extent and phenotypic impact of this phenomenon in an immunogenetically diverse population, we genotypically and functionally compared linked HLA and HIV (Gag/Nef) sequences from 358 historic (1979-1989) and 382 modern (2000-2011) specimens from four key cities in the North American epidemic (New York, Boston, San Francisco, Vancouver). Inferred HIV phylogenies were star-like, with approximately two-fold greater mean pairwise distances in modern versus historic sequences. The reconstructed epidemic ancestral (founder) HIV sequence was essentially identical to the North American subtype B consensus. Consistent with gradual diversification of a "consensus-like" founder virus, the median "background" frequencies of individual HLA-associated polymorphisms in HIV (in individuals lacking the restricting HLA[s]) were ∼ 2-fold higher in modern versus historic HIV sequences, though these remained notably low overall (e.g. in Gag, medians were 3.7% in the 2000s versus 2.0% in the 1980s). HIV polymorphisms exhibiting the greatest relative spread were those restricted by protective HLAs. Despite these increases, when HIV sequences were analyzed as a whole, their total average burden of polymorphisms that were "pre-adapted" to the average host HLA profile was only ∼ 2% greater in modern versus historic eras. Furthermore, HLA-associated polymorphisms identified in historic HIV sequences were consistent with those detectable today, with none identified that could explain the few HIV codons where the inferred epidemic ancestor differed from the modern consensus. Results are therefore consistent with slow HIV adaptation to HLA, but at a rate unlikely to yield imminent negative implications for cellular immunity, at least in North America. Intriguingly, temporal changes in protein activity of patient-derived Nef (though not Gag) sequences were observed, suggesting functional implications of population-level HIV evolution on certain viral proteins.
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Affiliation(s)
- Laura A. Cotton
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Xiaomei T. Kuang
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Anh Q. Le
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | | | - Benjamin Chan
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Denis R. Chopera
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- KwaZulu-Natal Research Institute for Tuberculosis and HIV, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Chanson J. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Tristan J. Markle
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Eric Martin
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Aniqa Shahid
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Gursev Anmole
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Philip Mwimanzi
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Pauline Nassab
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Kali A. Penney
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Manal A. Rahman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - M.-J. Milloy
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Martin T. Schechter
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Martin Markowitz
- Aaron Diamond AIDS Research Center, The Rockefeller University, New York, New York, United States of America
| | - Mary Carrington
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, United States of America
- Ragon Institute of MGH, MIT and Harvard University, Cambridge, Massachusetts, United States of America
| | - Bruce D. Walker
- Ragon Institute of MGH, MIT and Harvard University, Cambridge, Massachusetts, United States of America
| | - Theresa Wagner
- San Francisco Department of Public Health, San Francisco, California, United States of America
| | - Susan Buchbinder
- San Francisco Department of Public Health, San Francisco, California, United States of America
| | - Jonathan Fuchs
- San Francisco Department of Public Health, San Francisco, California, United States of America
| | - Beryl Koblin
- New York Blood Center, New York, New York, United States of America
| | - Kenneth H. Mayer
- Fenway Community Health, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - P. Richard Harrigan
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mark A. Brockman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Art F. Y. Poon
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Zabrina L. Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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137
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Lengauer T, Pfeifer N, Kaiser R. Personalized HIV therapy to control drug resistance. DRUG DISCOVERY TODAY. TECHNOLOGIES 2014; 11:57-64. [PMID: 24847654 DOI: 10.1016/j.ddtec.2014.02.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The therapy of HIV patients is characterized by both the high genomic diversity of the virus population harbored by the patient and a substantial volume of therapy options. The virus population is unique for each patient and time point. The large number of therapy options makes it difficult to select an optimal or near optimal therapy, especially with therapy-experienced patients. In the past decade, computer-based support for therapy selection, which assesses the level of viral resistance against drugs has become a mainstay for HIV patients. We discuss the properties of available systems and the perspectives of the field.
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138
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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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Madhavi V, Kent SJ, Stratov I. HIV-specific antibody-dependent cellular cytotoxicity: a novel vaccine modality. Expert Rev Clin Immunol 2014; 8:767-74. [DOI: 10.1586/eci.12.74] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Abstract
PURPOSE OF REVIEW Major advances have been made in the delineation of HIV-specific immune response and in the mechanisms of virus escape. The kinetics of the immunological and virological events occurring during primary HIV infection indicate that the establishment of the latent HIV reservoir, the major obstacle to HIV eradication likely occurs during the very early stages of primary infection, that is, the 'eclipse phase', prior to the development of the HIV-specific immune response which has limited efficacy in the control of the early events of infection. Therefore, the window of opportunity to develop effective interventions either to clear HIV during primary infection or to prevent rebound of HIV in patients successfully treated who stop antiretroviral therapy is very narrow. RECENT FINDINGS Genetic factors most strongly associated with nonprogressive infection are human leukocyte antigen (HLA) class I alleles and particularly HLA-B5701. CD4 and CD8 T-cell responses with polyfunctional profile are associated with nonprogressive infection. Broader neutralizing antibodies are detected 3-4 years after infection, generated only in 20% of individuals but show no efficacy in the control of HIV replication. SUMMARY In the present review, we shall discuss the different components of the HIV-specific immune response elicited by the infection, the kinetics of these responses during primary infection and the changes following transition to the chronic phase of infection, and the functional profile of 'effective' versus 'noneffective' HIV-specific immune responses.
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Gijsbers EF, Feenstra KA, van Nuenen AC, Navis M, Heringa J, Schuitemaker H, Kootstra NA. HIV-1 replication fitness of HLA-B*57/58:01 CTL escape variants is restored by the accumulation of compensatory mutations in gag. PLoS One 2013; 8:e81235. [PMID: 24339913 PMCID: PMC3855271 DOI: 10.1371/journal.pone.0081235] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Accepted: 10/10/2013] [Indexed: 11/30/2022] Open
Abstract
Expression of HLA-B*57 and the closely related HLA-B*58:01 are associated with prolonged survival after HIV-1 infection. However, large differences in disease course are observed among HLA-B*57/58:01 patients. Escape mutations in CTL epitopes restricted by these HLA alleles come at a fitness cost and particularly the T242N mutation in the TW10 CTL epitope in Gag has been demonstrated to decrease the viral replication capacity. Additional mutations within or flanking this CTL epitope can partially restore replication fitness of CTL escape variants. Five HLA-B*57/58:01 progressors and 5 HLA-B*57/58:01 long-term nonprogressors (LTNPs) were followed longitudinally and we studied which compensatory mutations were involved in the restoration of the viral fitness of variants that escaped from HLA-B*57/58:01-restricted CTL pressure. The Sequence Harmony algorithm was used to detect homology in amino acid composition by comparing longitudinal Gag sequences obtained from HIV-1 patients positive and negative for HLA-B*57/58:01 and from HLA-B*57/58:01 progressors and LTNPs. Although virus isolates from HLA-B*57/58:01 individuals contained multiple CTL escape mutations, these escape mutations were not associated with disease progression. In sequences from HLA-B*57/58:01 progressors, 5 additional mutations in Gag were observed: S126N, L215T, H219Q, M228I and N252H. The combination of these mutations restored the replication fitness of CTL escape HIV-1 variants. Furthermore, we observed a positive correlation between the number of escape and compensatory mutations in Gag and the replication fitness of biological HIV-1 variants isolated from HLA-B*57/58:01 patients, suggesting that the replication fitness of HLA-B*57/58:01 escape variants is restored by accumulation of compensatory mutations.
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Affiliation(s)
- Esther F. Gijsbers
- Department of Experimental Immunology, Sanquin Research, Landsteiner Laboratory, and Center for Infectious Diseases and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - K. Anton Feenstra
- Centre for Integrative Bioinformatics (IBIVU) and Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), VU University, Amsterdam, The Netherlands
- Netherlands Bioinformatics Centre (NBIC), Nijmegen, The Netherlands
| | - Ad C. van Nuenen
- Department of Experimental Immunology, Sanquin Research, Landsteiner Laboratory, and Center for Infectious Diseases and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Marjon Navis
- Department of Experimental Immunology, Sanquin Research, Landsteiner Laboratory, and Center for Infectious Diseases and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Jaap Heringa
- Centre for Integrative Bioinformatics (IBIVU) and Amsterdam Institute for Molecules, Medicines and Systems (AIMMS), VU University, Amsterdam, The Netherlands
- Netherlands Bioinformatics Centre (NBIC), Nijmegen, The Netherlands
| | - Hanneke Schuitemaker
- Department of Experimental Immunology, Sanquin Research, Landsteiner Laboratory, and Center for Infectious Diseases and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Neeltje A. Kootstra
- Department of Experimental Immunology, Sanquin Research, Landsteiner Laboratory, and Center for Infectious Diseases and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- * E-mail:
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142
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Bartha I, Carlson JM, Brumme CJ, McLaren PJ, Brumme ZL, John M, Haas DW, Martinez-Picado J, Dalmau J, López-Galíndez C, Casado C, Rauch A, Günthard HF, Bernasconi E, Vernazza P, Klimkait T, Yerly S, O’Brien SJ, Listgarten J, Pfeifer N, Lippert C, Fusi N, Kutalik Z, Allen TM, Müller V, Harrigan PR, Heckerman D, Telenti A, Fellay J. A genome-to-genome analysis of associations between human genetic variation, HIV-1 sequence diversity, and viral control. eLife 2013; 2:e01123. [PMID: 24171102 PMCID: PMC3807812 DOI: 10.7554/elife.01123] [Citation(s) in RCA: 103] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Accepted: 09/26/2013] [Indexed: 12/31/2022] Open
Abstract
HIV-1 sequence diversity is affected by selection pressures arising from host genomic factors. Using paired human and viral data from 1071 individuals, we ran >3000 genome-wide scans, testing for associations between host DNA polymorphisms, HIV-1 sequence variation and plasma viral load (VL), while considering human and viral population structure. We observed significant human SNP associations to a total of 48 HIV-1 amino acid variants (p<2.4 × 10(-12)). All associated SNPs mapped to the HLA class I region. Clinical relevance of host and pathogen variation was assessed using VL results. We identified two critical advantages to the use of viral variation for identifying host factors: (1) association signals are much stronger for HIV-1 sequence variants than VL, reflecting the 'intermediate phenotype' nature of viral variation; (2) association testing can be run without any clinical data. The proposed genome-to-genome approach highlights sites of genomic conflict and is a strategy generally applicable to studies of host-pathogen interaction. DOI:http://dx.doi.org/10.7554/eLife.01123.001.
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Affiliation(s)
- István Bartha
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Institute of Microbiology, University Hospital and University of Lausanne, Lausanne, Switzerland
- Research Group of Theoretical Biology and Evolutionary Ecology, Eötvös Loránd University and the Hungarian Academy of Sciences, Budapest, Hungary
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | | | | | - Paul J McLaren
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Institute of Microbiology, University Hospital and University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Zabrina L Brumme
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Mina John
- Institute of Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
| | - David W Haas
- Vanderbilt University Medical Center, Nashville, United States
| | - Javier Martinez-Picado
- AIDS Research Institute IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Judith Dalmau
- AIDS Research Institute IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Spain
| | | | - Concepción Casado
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Andri Rauch
- Clinic of Infectious Diseases, University of Bern & Inselspital, Bern, Switzerland
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital and University of Zürich, Zürich, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, Regional Hospital of Lugano, Lugano, Switzerland
| | - Pietro Vernazza
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital, St. Gallen, Switzerland
| | - Thomas Klimkait
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Sabine Yerly
- Laboratory of Virology, Geneva University Hospitals, Geneva, Switzerland
| | - Stephen J O’Brien
- Theodosius Dobzhansky Center for Genome Bioinformatics, St. Petersburg State University, St. Petersburg, Russia
| | | | - Nico Pfeifer
- eScience Group, Microsoft Research, Los Angeles, United States
| | | | - Nicolo Fusi
- eScience Group, Microsoft Research, Los Angeles, United States
| | - Zoltán Kutalik
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Institute of Social and Preventive Medicine, University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Todd M Allen
- Ragon Institute of MGH, MIT, and Harvard, Massachusetts General Hospital, Boston, United States
| | - Viktor Müller
- Research Group of Theoretical Biology and Evolutionary Ecology, Eötvös Loránd University and the Hungarian Academy of Sciences, Budapest, Hungary
| | - P Richard Harrigan
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - David Heckerman
- eScience Group, Microsoft Research, Los Angeles, United States
| | - Amalio Telenti
- Institute of Microbiology, University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jacques Fellay
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Institute of Microbiology, University Hospital and University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
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Impact of genetic heterogeneity in polymerase of hepatitis B virus on dynamics of viral load and hepatitis B progression. PLoS One 2013; 8:e70169. [PMID: 23936156 PMCID: PMC3728348 DOI: 10.1371/journal.pone.0070169] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Accepted: 06/17/2013] [Indexed: 12/14/2022] Open
Abstract
Objective The hepatitis B virus (HBV)-polymerase region overlaps pre-S/S genes with high epitope density and plays an essential role in viral replication. We investigated whether genetic variation in the polymerase region determined long-term dynamics of viral load and the risk of hepatitis B progression in a population-based cohort study. Methods We sequenced the HBV-polymerase region using baseline plasma from treatment-naïve individuals with HBV-DNA levels≥1000 copies/mL in a longitudinal viral-load study of participants with chronic HBV infection followed-up for 17 years, and obtained sequences from 575 participants (80% with HBV genotype Ba and 17% with Ce). Results Patterns of viral sequence diversity across phases (i.e., immune-tolerant, immune-clearance, non/low replicative, and hepatitis B e antigen (HBeAg)-negative hepatitis phases) of HBV-infection, which were associated with viral and clinical features at baseline and during follow-up, were similar between HBV genotypes, despite greater diversity for genotype Ce vs. Ba. Irrespective of genotypes, however, HBeAg-negative participants had 1.5-to-2-fold higher levels of sequence diversity than HBeAg-positive participants (P<0.0001). Furthermore, levels of viral genetic divergence from the population consensus sequence, estimated by numbers of nucleotide substitutions, were inversely associated with long-term viral load even in HBeAg-negative participants. A mixed model developed through analysis of the entire HBV-polymerase region identified 153 viral load-associated single nucleotide polymorphisms in overall and 136 in HBeAg-negative participants, with distinct profiles between HBV genotypes. These polymorphisms were most evident at sites within or flanking T-cell epitopes. Seven polymorphisms revealed associations with both enhanced viral load and a more than 4-fold increased risk of hepatocellular carcinoma and/or liver cirrhosis. Conclusions The data highlight a role of viral genetic divergence in the natural course of HBV-infection. Interindividual differences in the long-term dynamics of viral load is not only associated with accumulation of mutations in HBV-polymerase region, but differences in specific viral polymorphisms which differ between genotypes.
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144
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HLA targeting efficiency correlates with human T-cell response magnitude and with mortality from influenza A infection. Proc Natl Acad Sci U S A 2013; 110:13492-7. [PMID: 23878211 DOI: 10.1073/pnas.1221555110] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Experimental and computational evidence suggests that HLAs preferentially bind conserved regions of viral proteins, a concept we term "targeting efficiency," and that this preference may provide improved clearance of infection in several viral systems. To test this hypothesis, T-cell responses to A/H1N1 (2009) were measured from peripheral blood mononuclear cells obtained from a household cohort study performed during the 2009-2010 influenza season. We found that HLA targeting efficiency scores significantly correlated with IFN-γ enzyme-linked immunosorbent spot responses (P = 0.042, multiple regression). A further population-based analysis found that the carriage frequencies of the alleles with the lowest targeting efficiencies, A*24, were associated with pH1N1 mortality (r = 0.37, P = 0.031) and are common in certain indigenous populations in which increased pH1N1 morbidity has been reported. HLA efficiency scores and HLA use are associated with CD8 T-cell magnitude in humans after influenza infection. The computational tools used in this study may be useful predictors of potential morbidity and identify immunologic differences of new variant influenza strains more accurately than evolutionary sequence comparisons. Population-based studies of the relative frequency of these alleles in severe vs. mild influenza cases might advance clinical practices for severe H1N1 infections among genetically susceptible populations.
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145
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Abstract
Over several decades, various forms of genomic analysis of the human major histocompatibility complex (MHC) have been extremely successful in picking up many disease associations. This is to be expected, as the MHC region is one of the most gene-dense and polymorphic stretches of human DNA. It also encodes proteins critical to immunity, including several controlling antigen processing and presentation. Single-nucleotide polymorphism genotyping and human leukocyte antigen (HLA) imputation now permit the screening of large sample sets, a technique further facilitated by high-throughput sequencing. These methods promise to yield more precise contributions of MHC variants to disease. However, interpretation of MHC-disease associations in terms of the functions of variants has been problematic. Most studies confirm the paramount importance of class I and class II molecules, which are key to resistance to infection. Infection is likely driving the extreme variation of these genes across the human population, but this has been difficult to demonstrate. In contrast, many associations with autoimmune conditions have been shown to be specific to certain class I and class II alleles. Interestingly, conditions other than infections and autoimmunity are also associated with the MHC, including some cancers and neuropathies. These associations could be indirect, owing, for example, to the infectious history of a particular individual and selective pressures operating at the population level.
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Affiliation(s)
- John Trowsdale
- Department of Pathology and Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 1QP, United Kingdom;
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Papuchon J, Pinson P, Lazaro E, Reigadas S, Guidicelli G, Taupin JL, Neau D, Fleury H, The Provir/Latitude 45 project. Resistance mutations and CTL epitopes in archived HIV-1 DNA of patients on antiviral treatment: toward a new concept of vaccine. PLoS One 2013; 8:e69029. [PMID: 23874854 PMCID: PMC3706427 DOI: 10.1371/journal.pone.0069029] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Accepted: 06/05/2013] [Indexed: 11/28/2022] Open
Abstract
Eleven patients responding successfully to first-line antiretroviral therapy (ART) were investigated for proviral drug resistance mutations (DRMs) in RT by ultra-deep pyrosequencing (UDPS). After molecular typing of the class I alleles A and B, the CTL epitopes in the Gag, Nef and Pol regions of the provirus were sequenced and compared to the reference HXB2 HIV-1 epitopes. They were then matched with the HLA alleles with determination of theoretical affinity (TA). For 3 patients, the results could be compared with an RNA sample of the circulating virus at initiation of therapy. Five out of 11 patients exhibited DRMs by UDPS. The issue is whether a therapeutic switch is relevant in these patients by taking into account the identity of the archived resistance mutations. When the archived CTL epitopes were determined on the basis of the HLA alleles, different patterns were observed. Some epitopes were identical to those reported for the reference with the same TA, while others were mutated with a decrease in TA. In 2 cases, an epitope was observed as a combination of subpopulations at entry and was retrieved as a single population with lower TA at success. With regard to immunological stimulation and given the variability of the archived CTL epitopes, we propose a new concept of curative vaccine based on identification of HIV-1 CTL epitopes after prior sequencing of proviral DNA and matching with HLA class I alleles.
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Affiliation(s)
- Jennifer Papuchon
- Laboratoire de Virologie, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5234 (MFP), Université de Bordeaux Segalen, Bordeaux, France
| | - Patricia Pinson
- Laboratoire de Virologie, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5234 (MFP), Université de Bordeaux Segalen, Bordeaux, France
| | - Estibaliz Lazaro
- Service de Médecine Interne, Hôpital du Haut Léveque, CHU de Bordeaux, Pessac, France
| | - Sandrine Reigadas
- Laboratoire de Virologie, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5234 (MFP), Université de Bordeaux Segalen, Bordeaux, France
| | - Gwendaline Guidicelli
- Laboratoire d’Immunologie et Immuno-Génétique, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5164, Bordeaux, France
| | - Jean-Luc Taupin
- Laboratoire d’Immunologie et Immuno-Génétique, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5164, Bordeaux, France
| | - Didier Neau
- Service des Maladies Infectieuses et Tropicales, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5234, Université de Bordeaux Segalen, Bordeaux, France
| | - Hervé Fleury
- Laboratoire de Virologie, Hôpital Pellegrin, CHU de Bordeaux et CNRS UMR 5234 (MFP), Université de Bordeaux Segalen, Bordeaux, France
- * E-mail:
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Viganò S, Bellutti Enders F, Miconnet I, Cellerai C, Savoye AL, Rozot V, Perreau M, Faouzi M, Ohmiti K, Cavassini M, Bart PA, Pantaleo G, Harari A. Rapid perturbation in viremia levels drives increases in functional avidity of HIV-specific CD8 T cells. PLoS Pathog 2013; 9:e1003423. [PMID: 23853580 PMCID: PMC3701695 DOI: 10.1371/journal.ppat.1003423] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Accepted: 04/30/2013] [Indexed: 01/16/2023] Open
Abstract
The factors determining the functional avidity and its relationship with the broad heterogeneity of antiviral T cell responses remain partially understood. We investigated HIV-specific CD8 T cell responses in 85 patients with primary HIV infection (PHI) or chronic (progressive and non-progressive) infection. The functional avidity of HIV-specific CD8 T cells was not different between patients with progressive and non-progressive chronic infection. However, it was significantly lower in PHI patients at the time of diagnosis of acute infection and after control of virus replication following one year of successful antiretroviral therapy. High-avidity HIV-specific CD8 T cells expressed lower levels of CD27 and CD28 and were enriched in cells with an exhausted phenotype, i.e. co-expressing PD-1/2B4/CD160. Of note, a significant increase in the functional avidity of HIV-specific CD8 T cells occurred in early-treated PHI patients experiencing a virus rebound after spontaneous treatment interruption. This increase in functional avidity was associated with the accumulation of PD-1/2B4/CD160 positive cells, loss of polyfunctionality and increased TCR renewal. The increased TCR renewal may provide the mechanistic basis for the generation of high-avidity HIV-specific CD8 T cells. These results provide insights on the relationships between functional avidity, viremia, T-cell exhaustion and TCR renewal of antiviral CD8 T cell responses. CD8 T cells directed against virus are complex and functionally heterogeneous. One relevant component of CD8 T cells is their functional avidity which reflects their sensitivity to cognate antigens, i.e. how prone T cells are to respond when they encounter low doses of antigens. In patients with chronic and established HIV infection, we observed that the sensitivity of HIV-specific CD8 T cells was not different between patients with progressive or non-progressive disease. In contrast, the sensitivity of HIV-specific CD8 T cells was significantly lower in patients with early and recent HIV infection. Furthermore, CD8 T cells of high avidity were preferentially associated with a state of functional impairment known as exhaustion. Of interest, some patients treated with antiretroviral therapy during acute infection spontaneously interrupted their treatment and experienced a rebound of virus. In these patients, the avidity of HIV-specific CD8 T cells increased and this increase was associated to stronger cell exhaustion and greater renewal of the population of antiviral CD8 T cells, thus potentially providing the mechanistic basis for the generation of high-avidity CD8 T cells. Overall, our data suggest that rapid perturbation in viremia levels drove increases in the functional avidity of HIV-specific CD8 T cells.
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Affiliation(s)
- Selena Viganò
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Felicitas Bellutti Enders
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Isabelle Miconnet
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Cristina Cellerai
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Anne-Laure Savoye
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Virginie Rozot
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Matthieu Perreau
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Mohamed Faouzi
- The Center of Clinical Epidemiology, Institut de Médecine Sociale et Préventive, Lausanne University Hospital, Lausanne, Switzerland
| | - Khalid Ohmiti
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
- The Center of Clinical Epidemiology, Institut de Médecine Sociale et Préventive, Lausanne University Hospital, Lausanne, Switzerland
| | - Matthias Cavassini
- Service of Infectious Diseases, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Pierre-Alexandre Bart
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Giuseppe Pantaleo
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
- Swiss Vaccine Research Institute, Lausanne, Switzerland
| | - Alexandre Harari
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
- Swiss Vaccine Research Institute, Lausanne, Switzerland
- * E-mail:
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148
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Hao PP, Zhang XB, Luo W, Zhou CY, Wen Q, Yang Z, Liu SD, Jiang ZM, Zhou MQ, Jin Q, Ma L. Development of CD8 +
T cells expressing two distinct receptors specific for MTB and HIV-1 peptides. J Cell Mol Med 2013. [PMCID: PMC3823179 DOI: 10.1111/jcmm.12053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The immune response in individuals co-infected with Mycobacterium tuberculosis (MTB) and the human immunodeficiency virus (MTB/HIV) gradually deteriorates, particularly in the cellular compartment. Adoptive transfer of functional effector T cells can confer protective immunity to immunodeficient MTB/HIV co-infected recipients. However, few such effector T cells exist in vivo, and their isolation and amplification to sufficient numbers is difficult. Therefore, enhancing immune responses against both pathogens is critical for treating MTB/HIV co-infected patients. One approach is adoptive transfer of T cell receptor (TCR) gene-modified T cells for the treatment of MTB/HIV co-infections because lymphocyte numbers and their functional avidity is significantly increased by TCR gene transfer. To generate bispecific CD8+ T cells, MTB Ag85B199–207 peptide-specific TCRs (MTB/TCR) and HIV-1 Env120–128 peptide-specific TCRs (HIV/TCR) were isolated and introduced into CD8+ T cells simultaneously using a retroviral vector. To avoid mispairing among exogenous and endogenous TCRs, and to improve the function and stability of the introduced TCRs, several strategies were employed, including introducing mutations in the MTB/TCR constant (C) regions, substituting part of the HIV/TCR C regions with CD3ζ, and linking gene segments with three different 2A peptides. Results presented in this report suggest that the engineered T cells possessed peptide-specific specificity resulting in cytokine production and cytotoxic activity. This is the first report describing the generation of engineered T cells specific for two different pathogens and provides new insights into TCR gene therapy for the treatment of immunocompromised MTB/HIV co-infected patients.
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Affiliation(s)
- Pei-Pei Hao
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Xiao-Bing Zhang
- Institute of Pathogen Biology; Chinese Academy of Medical Sciences & Peking Union Medical College; Beijing China
| | - Wei Luo
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Chao-Ying Zhou
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Qian Wen
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Zhi Yang
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Su-Dong Liu
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Zhen-Min Jiang
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Ming-Qian Zhou
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
| | - Qi Jin
- Institute of Pathogen Biology; Chinese Academy of Medical Sciences & Peking Union Medical College; Beijing China
| | - Li Ma
- Institute of Molecular Immunology; School of Biotechnology; Southern Medical University; Guangzhou China
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149
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Walker SI, Callahan BJ, Arya G, Barry JD, Bhattacharya T, Grigoryev S, Pellegrini M, Rippe K, Rosenberg SM. Evolutionary dynamics and information hierarchies in biological systems. Ann N Y Acad Sci 2013; 1305:1-17. [DOI: 10.1111/nyas.12140] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Sara Imari Walker
- BEYOND: Center for Fundamental Concepts in Science Arizona State University Tempe Arizona
- Blue Marble Space Institute of Science Seattle Washington
| | | | - Gaurav Arya
- Department of NanoEngineering University of California, San Diego La Jolla California
| | - J. David Barry
- Wellcome Trust Centre for Molecular Parasitology Institute of Infection Immunity and Inflammation University of Glasgow Glasgow United Kingdom
| | - Tanmoy Bhattacharya
- Sante Fe Institute Sante Fe New Mexico
- Grp T‐2, MSB285, Los Alamos National Laboratory Los Alamos New Mexico
| | - Sergei Grigoryev
- Penn State University College of Medicine Department Biochemistry and Molecular Biology Pennsylvania State University Hershey Pennsylvania
| | - Matteo Pellegrini
- Department of Molecular, Cell, and Developmental Biology University of California Los Angeles Los Angeles California
| | - Karsten Rippe
- Deutsches Krebsforschungszentrum (DKFZ) and BioQuant Research Group Genome Organization & Function Heidelberg Germany
| | - Susan M. Rosenberg
- Departments of Molecular and Human Genetics Biochemistry and Molecular Biology Molecular Virology and Microbiology, and Dan L. Duncan Cancer Center Baylor College of Medicine Houston Texas
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150
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Palmer D, Frater J, Phillips R, McLean AR, McVean G. Integrating genealogical and dynamical modelling to infer escape and reversion rates in HIV epitopes. Proc Biol Sci 2013; 280:20130696. [PMID: 23677344 PMCID: PMC3673055 DOI: 10.1098/rspb.2013.0696] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
The rates of escape and reversion in response to selection pressure arising from the host immune system, notably the cytotoxic T-lymphocyte (CTL) response, are key factors determining the evolution of HIV. Existing methods for estimating these parameters from cross-sectional population data using ordinary differential equations (ODEs) ignore information about the genealogy of sampled HIV sequences, which has the potential to cause systematic bias and overestimate certainty. Here, we describe an integrated approach, validated through extensive simulations, which combines genealogical inference and epidemiological modelling, to estimate rates of CTL escape and reversion in HIV epitopes. We show that there is substantial uncertainty about rates of viral escape and reversion from cross-sectional data, which arises from the inherent stochasticity in the evolutionary process. By application to empirical data, we find that point estimates of rates from a previously published ODE model and the integrated approach presented here are often similar, but can also differ several-fold depending on the structure of the genealogy. The model-based approach we apply provides a framework for the statistical analysis and hypothesis testing of escape and reversion in population data and highlights the need for longitudinal and denser cross-sectional sampling to enable accurate estimate of these key parameters.
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Affiliation(s)
- Duncan Palmer
- Department of Statistics, 1 South Parks Road, University of Oxford, Oxford OX1 3TG, UK.
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