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Sánchez-Gaona N, Perea D, Curran A, Burgos J, Navarro J, Suanzes P, Falcó V, Martín-Gayo E, Genescà M, Carrillo J, Buzón MJ. NK cell depletion in bispecific antibody therapy is associated with lack of HIV control after ART interruption. Commun Biol 2025; 8:236. [PMID: 39953264 PMCID: PMC11829058 DOI: 10.1038/s42003-025-07651-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 01/31/2025] [Indexed: 02/17/2025] Open
Abstract
HIV infection remains incurable as the virus persists within a latent reservoir of CD4+T cells. Novel approaches to enhance immune responses against HIV are essential for effective control and potential cure of the infection. In this study, we designed a novel tetravalent bispecific antibody (Bi-Ab32/16) to simultaneously target the gp120 viral protein on infected cells, and the CD16a receptor on NK cells. In vitro, Bi-Ab32/16 triggered a potent, specific, and polyfunctional NK-dependent response against HIV-infected cells. Moreover, addition of the Bi-Ab32/16 significantly reduced the latent HIV reservoir after viral reactivation and mediated the clearance of cells harboring intact proviruses in samples from people with HIV (PWH). However, the in vivo preclinical evaluation of Bi-Ab32/16 in humanized mice expressing IL-15 (NSG-Hu-IL-15) revealed a significant decline of NK cells associated with poor virological control after ART interruption. Our study underscores the need to carefully evaluating strategies for sustained NK cell stimulation during ART withdrawal.
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Affiliation(s)
- N Sánchez-Gaona
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - D Perea
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - A Curran
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J Burgos
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J Navarro
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - P Suanzes
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - V Falcó
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - E Martín-Gayo
- Universidad Autónoma de Madrid, Immunology Unit, Hospital Universitario de la Princesa, Madrid, Spain
- CIBERINFEC. ISCIII, Madrid, Spain
| | - M Genescà
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - J Carrillo
- CIBERINFEC. ISCIII, Madrid, Spain
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
| | - M J Buzón
- Infectious Diseases Department, Hospital Universitari Vall d'Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain.
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Gao Y, Barton JP. A binary trait model reveals the fitness effects of HIV-1 escape from T cell responses. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.03.583183. [PMID: 38464239 PMCID: PMC10925374 DOI: 10.1101/2024.03.03.583183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Natural selection often acts on multiple traits simultaneously. For example, the virus HIV-1 faces pressure to evade host immunity while also preserving replicative fitness. While past work has studied selection during HIV-1 evolution, as in other examples where selection acts on multiple traits, it is challenging to quantitatively separate different contributions to fitness. This task is made more difficult because a single mutation can affect both immune escape and replication. Here, we develop an evolutionary model that disentangles the effects of escaping CD8+T cell-mediated immunity, which we model as a binary trait, from other contributions to fitness. After validation in simulations, we applied this model to study within-host HIV-1 evolution in a clinical data set. We observed strong selection for immune escape, sometimes greatly exceeding past estimates, especially early in infection. Conservative estimates suggest that roughly half of HIV-1 fitness gains during the first months to years of infection can be attributed to T cell escape. Our approach is not limited to HIV-1 or viruses, and could be adapted to study the evolution of quantitative traits in other contexts.
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Affiliation(s)
- Yirui Gao
- Department of Physics and Astronomy, University of California, Riverside, USA
| | - John P. Barton
- Department of Physics and Astronomy, University of California, Riverside, USA
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, USA
- Department of Physics and Astronomy, University of Pittsburgh, USA
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3
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Altman PX, Parren M, Sang H, Ozorowski G, Lee WH, Smider VV, Wilson IA, Ward AB, Mwangi W, Burton DR, Sok D. HIV envelope trimers and gp120 as immunogens to induce broadly neutralizing antibodies in cows. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.20.585065. [PMID: 38585787 PMCID: PMC10996456 DOI: 10.1101/2024.03.20.585065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
The study of immunogens capable of eliciting broadly neutralizing antibodies (bnAbs) is crucial for the development of an HIV vaccine. To date, only cows, making use of their ultralong CDRH3 loops, have reliably elicited bnAbs following immunization with HIV Envelope trimers. Antibody responses to the CD4 binding site have been readily elicited by immunization of cows with a stabilized Env trimer of the BG505 strain and, with more difficulty, to the V2-apex region of Env with a cocktail of trimers. Here, we sought to determine whether the BG505 Env trimer could be engineered to generate new bnAb specificities in cows. Since the cow CD4 binding site bnAbs bind to monomeric BG505 gp120, we also sought to determine whether gp120 immunization alone might be sufficient to induce bnAbs. We found that engineering the CD4 binding site by mutation of a key binding residue of BG505 HIV Env resulted in a reduced bnAb response that took more immunizations to develop. Monoclonal antibodies isolated from one animal were directed to the V2-apex, suggesting a re-focusing of the bnAb response. Immunization with monomeric BG505 g120 generated no serum bnAb responses, indicating that the ultralong CDRH3 bnAbs are only elicited in the context of the trimer in the absence of many other less restrictive epitopes presented on monomeric gp120. The results support the notion of a hierarchy of epitopes on HIV Env and suggest that, even with the presence in the cow repertoire of ultralong CDRH3s, bnAb epitopes are relatively disfavored.
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Affiliation(s)
- Pilar X. Altman
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
- Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Mara Parren
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Huldah Sang
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medical, Kansas State University, Manhattan, Kansas 66506, USA
| | - Gabriel Ozorowski
- Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, The Scripps Research Institute, La Jolla, CA 92037, USA
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Wen-Hsin Lee
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Vaughn V. Smider
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, 92037, USA
- Applied Biomedical Science Institute, San Diego, CA, 92127, USA
| | - Ian A. Wilson
- Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, The Scripps Research Institute, La Jolla, CA 92037, USA
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
- Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA, 92037, USA
| | - Andrew B. Ward
- Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, The Scripps Research Institute, La Jolla, CA 92037, USA
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Waithaka Mwangi
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medical, Kansas State University, Manhattan, Kansas 66506, USA
| | - Dennis R. Burton
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
- Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, The Scripps Research Institute, La Jolla, CA 92037, USA
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA 02139, USA
| | - Devin Sok
- Consortium for HIV/AIDS Vaccine Development (CHAVD), The Scripps Research Institute, La Jolla, CA 92037, USA
- IAVI Neutralizing Antibody Center, The Scripps Research Institute, La Jolla, CA 92037, USA
- International AIDS Vaccine Initiative, New York, NY 10004, USA
- Lead contact
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4
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Rouzine IM, Rozhnova G. Evolutionary implications of SARS-CoV-2 vaccination for the future design of vaccination strategies. COMMUNICATIONS MEDICINE 2023; 3:86. [PMID: 37336956 PMCID: PMC10279745 DOI: 10.1038/s43856-023-00320-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 06/07/2023] [Indexed: 06/21/2023] Open
Abstract
Once the first SARS-CoV-2 vaccine became available, mass vaccination was the main pillar of the public health response to the COVID-19 pandemic. It was very effective in reducing hospitalizations and deaths. Here, we discuss the possibility that mass vaccination might accelerate SARS-CoV-2 evolution in antibody-binding regions compared to natural infection at the population level. Using the evidence of strong genetic variation in antibody-binding regions and taking advantage of the similarity between the envelope proteins of SARS-CoV-2 and influenza, we assume that immune selection pressure acting on these regions of the two viruses is similar. We discuss the consequences of this assumption for SARS-CoV-2 evolution in light of mathematical models developed previously for influenza. We further outline the implications of this phenomenon, if our assumptions are confirmed, for the future design of SARS-CoV-2 vaccination strategies.
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Affiliation(s)
- Igor M Rouzine
- Immunogenetics, Sechenov Institute of Evolutionary Physiology and Biochemistry of Russian Academy of Sciences, Saint-Petersburg, Russia.
| | - Ganna Rozhnova
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
- BioISI - Biosystems & Integrative Sciences Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
- Center for Complex Systems Studies (CCSS), Utrecht University, Utrecht, The Netherlands.
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5
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Shimagaki K, Barton JP. Bézier interpolation improves the inference of dynamical models from data. Phys Rev E 2023; 107:024116. [PMID: 36932614 PMCID: PMC10027371 DOI: 10.1103/physreve.107.024116] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 01/23/2023] [Indexed: 06/18/2023]
Abstract
Many dynamical systems, from quantum many-body systems to evolving populations to financial markets, are described by stochastic processes. Parameters characterizing such processes can often be inferred using information integrated over stochastic paths. However, estimating time-integrated quantities from real data with limited time resolution is challenging. Here, we propose a framework for accurately estimating time-integrated quantities using Bézier interpolation. We applied our approach to two dynamical inference problems: Determining fitness parameters for evolving populations and inferring forces driving Ornstein-Uhlenbeck processes. We found that Bézier interpolation reduces the estimation bias for both dynamical inference problems. This improvement was especially noticeable for data sets with limited time resolution. Our method could be broadly applied to improve accuracy for other dynamical inference problems using finitely sampled data.
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Affiliation(s)
- Kai Shimagaki
- Department of Physics and Astronomy, University of California, Riverside, California 92521, USA
| | - John P. Barton
- Department of Physics and Astronomy, University of California, Riverside, California 92521, USA
- Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15213, USA
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6
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Cai Y, Chen R, Gao S, Li W, Liu Y, Su G, Song M, Jiang M, Jiang C, Zhang X. Artificial intelligence applied in neoantigen identification facilitates personalized cancer immunotherapy. Front Oncol 2023; 12:1054231. [PMID: 36698417 PMCID: PMC9868469 DOI: 10.3389/fonc.2022.1054231] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 12/16/2022] [Indexed: 01/10/2023] Open
Abstract
The field of cancer neoantigen investigation has developed swiftly in the past decade. Predicting novel and true neoantigens derived from large multi-omics data became difficult but critical challenges. The rise of Artificial Intelligence (AI) or Machine Learning (ML) in biomedicine application has brought benefits to strengthen the current computational pipeline for neoantigen prediction. ML algorithms offer powerful tools to recognize the multidimensional nature of the omics data and therefore extract the key neoantigen features enabling a successful discovery of new neoantigens. The present review aims to outline the significant technology progress of machine learning approaches, especially the newly deep learning tools and pipelines, that were recently applied in neoantigen prediction. In this review article, we summarize the current state-of-the-art tools developed to predict neoantigens. The standard workflow includes calling genetic variants in paired tumor and blood samples, and rating the binding affinity between mutated peptide, MHC (I and II) and T cell receptor (TCR), followed by characterizing the immunogenicity of tumor epitopes. More specifically, we highlight the outstanding feature extraction tools and multi-layer neural network architectures in typical ML models. It is noted that more integrated neoantigen-predicting pipelines are constructed with hybrid or combined ML algorithms instead of conventional machine learning models. In addition, the trends and challenges in further optimizing and integrating the existing pipelines are discussed.
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Affiliation(s)
- Yu Cai
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Rui Chen
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Shenghan Gao
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Wenqing Li
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Yuru Liu
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Guodong Su
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Mingming Song
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Mengju Jiang
- School of Medicine, Northwest University, Xi’an, Shaanxi, China
| | - Chao Jiang
- Department of Neurology, The Second Affiliated Hospital of Xi’an Medical University, Xi’an, Shaanxi, China,*Correspondence: Chao Jiang, ; Xi Zhang,
| | - Xi Zhang
- School of Medicine, Northwest University, Xi’an, Shaanxi, China,*Correspondence: Chao Jiang, ; Xi Zhang,
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7
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Borgognone A, Noguera-Julian M, Oriol B, Noël-Romas L, Ruiz-Riol M, Guillén Y, Parera M, Casadellà M, Duran C, Puertas MC, Català-Moll F, De Leon M, Knodel S, Birse K, Manzardo C, Miró JM, Clotet B, Martinez-Picado J, Moltó J, Mothe B, Burgener A, Brander C, Paredes R. Gut microbiome signatures linked to HIV-1 reservoir size and viremia control. MICROBIOME 2022; 10:59. [PMID: 35410461 PMCID: PMC9004083 DOI: 10.1186/s40168-022-01247-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 02/16/2022] [Indexed: 05/28/2023]
Abstract
BACKGROUND The potential role of the gut microbiome as a predictor of immune-mediated HIV-1 control in the absence of antiretroviral therapy (ART) is still unknown. In the BCN02 clinical trial, which combined the MVA.HIVconsv immunogen with the latency-reversing agent romidepsin in early-ART treated HIV-1 infected individuals, 23% (3/13) of participants showed sustained low-levels of plasma viremia during 32 weeks of a monitored ART pause (MAP). Here, we present a multi-omics analysis to identify compositional and functional gut microbiome patterns associated with HIV-1 control in the BCN02 trial. RESULTS Viremic controllers during the MAP (controllers) exhibited higher Bacteroidales/Clostridiales ratio and lower microbial gene richness before vaccination and throughout the study intervention when compared to non-controllers. Longitudinal assessment indicated that the gut microbiome of controllers was enriched in pro-inflammatory bacteria and depleted in butyrate-producing bacteria and methanogenic archaea. Functional profiling also showed that metabolic pathways related to fatty acid and lipid biosynthesis were significantly increased in controllers. Fecal metaproteome analyses confirmed that baseline functional differences were mainly driven by Clostridiales. Participants with high baseline Bacteroidales/Clostridiales ratio had increased pre-existing immune activation-related transcripts. The Bacteroidales/Clostridiales ratio as well as host immune-activation signatures inversely correlated with HIV-1 reservoir size. CONCLUSIONS The present proof-of-concept study suggests the Bacteroidales/Clostridiales ratio as a novel gut microbiome signature associated with HIV-1 reservoir size and immune-mediated viral control after ART interruption. Video abstract.
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Affiliation(s)
- Alessandra Borgognone
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain.
| | - Marc Noguera-Julian
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Catalonia, Spain
| | - Bruna Oriol
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- Universitat Autonoma de Barcelona (UAB), Barcelona, Catalonia, Spain
| | - Laura Noël-Romas
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Marta Ruiz-Riol
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
| | - Yolanda Guillén
- Institut Mar d'Investigacions mediques (IMIM), CIBERONC, Barcelona, Catalonia, Spain
| | - Mariona Parera
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
| | - Maria Casadellà
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
| | - Clara Duran
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- Universitat Autonoma de Barcelona (UAB), Barcelona, Catalonia, Spain
| | - Maria C Puertas
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
| | - Francesc Català-Moll
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
| | - Marlon De Leon
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
| | - Samantha Knodel
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Kenzie Birse
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Christian Manzardo
- Infectious Diseases Service, Hospital Clinic-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Catalonia, Spain
| | - José M Miró
- CIBERINFEC, Madrid, Spain
- Infectious Diseases Service, Hospital Clinic-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Catalonia, Spain
| | - Bonaventura Clotet
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Catalonia, Spain
- Universitat Autonoma de Barcelona (UAB), Barcelona, Catalonia, Spain
- Fight AIDS Foundation, Infectious Diseases Department, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain
- Department of Infectious Diseases Service, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain
| | - Javier Martinez-Picado
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Catalonia, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Catalonia, Spain
| | - José Moltó
- CIBERINFEC, Madrid, Spain
- Fight AIDS Foundation, Infectious Diseases Department, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain
- Department of Infectious Diseases Service, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain
| | - Beatriz Mothe
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Catalonia, Spain
- Fight AIDS Foundation, Infectious Diseases Department, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain
- Department of Infectious Diseases Service, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain
| | - Adam Burgener
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA
- Department of Obstetrics & Gynecology, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Medicine Solna, Center for Molecular Medicine, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Christian Brander
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain
- CIBERINFEC, Madrid, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Catalonia, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Catalonia, Spain
| | - Roger Paredes
- IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Barcelona, Catalonia, Spain.
- CIBERINFEC, Madrid, Spain.
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Catalonia, Spain.
- Universitat Autonoma de Barcelona (UAB), Barcelona, Catalonia, Spain.
- Center for Global Health and Diseases, Department of Pathology, Case Western Reserve University, Cleveland, OH, USA.
- Fight AIDS Foundation, Infectious Diseases Department, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain.
- Department of Infectious Diseases Service, Germans Trias i Pujol University Hospital, Barcelona, Catalonia, Spain.
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8
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Moyano A, Blanch-Lombarte O, Tarancon-Diez L, Pedreño-Lopez N, Arenas M, Alvaro T, Casado C, Olivares I, Vera M, Rodriguez C, Del Romero J, López-Galíndez C, Ruiz-Mateos E, Prado JG, Pernas M. Immunoescape of HIV-1 in Env-EL9 CD8 + T cell response restricted by HLA-B*14:02 in a Non progressor who lost twenty-seven years of HIV-1 control. Retrovirology 2022; 19:6. [PMID: 35346235 PMCID: PMC8962528 DOI: 10.1186/s12977-022-00591-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 03/01/2022] [Indexed: 12/16/2022] Open
Abstract
Background Long-Term Non-Progressors (LTNPs) are untreated Human Immunodeficiency virus type 1 (HIV-1) infected individuals able to control disease progression for prolonged periods. However, the LTNPs status is temporary, as viral load increases followed by decreases in CD4 + T-cell counts. Control of HIV-1 infection in LTNPs viremic controllers, have been associated with effective immunodominant HIV-1 Gag-CD8 + T-cell responses restricted by protective HLA-B alleles. Individuals carrying HLA-B*14:02 control HIV-1 infection is related to an immunodominant Env-CD8 + T-cell response. Limited data are available on the contribution of HLA-B*14:02 CD8 + T -cells in LTNPs. Results In this study, we performed a virological and immunological detailed analysis of an HLA-B*14:02 LNTP individual that lost viral control (LVC) 27 years after HIV-1 diagnosis. We analysed viral evolution and immune escape in HLA-B*14:02 restricted CD8 + T -cell epitopes and identified viral evolution at the Env-EL9 epitope selecting the L592R mutation. By IFN-γ ELISpot and immune phenotype, we characterized HLA- B*14:02 HIV-1 CD8 + T cell responses targeting, Gag-DA9 and Env-EL9 epitopes before and after LVC. We observed an immunodominant response against the Env-EL9 epitope and a decreased of the CD8 T + cell response over time with LVC. Loss of Env-EL9 responses was concomitant with selecting K588R + L592R mutations at Env-EL9. Finally, we evaluated the impact of Env-EL9 escape mutations on HIV-1 infectivity and Env protein structure. The K588R + L592R escape variant was directly related to HIV-1 increase replicative capacity and stability of Env at the LVC. Conclusions These findings support the contribution of immunodominant Env-EL9 CD8 + T-cell responses and the imposition of immune escape variants with higher replicative capacity associated with LVC in this LNTP. These data highlight the importance of Env-EL9 specific-CD8 + T-cell responses restricted by the HLA-B*14:02 and brings new insights into understanding long-term HIV-1 control mediated by Env mediated CD8 + T-cell responses. Supplementary Information The online version contains supplementary material available at 10.1186/s12977-022-00591-7.
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Affiliation(s)
- Ana Moyano
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain.,Max Von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, Faculty of Medicine, LMU München, Munich, Germany
| | - Oscar Blanch-Lombarte
- IrsiCaixa AIDS Research Institute, Crta Canyet SN, Badalona, 08916, Barcelona, Spain.,Autonomous University of Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - Laura Tarancon-Diez
- Institute of Biomedicine of Seville (IBiS)/Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain.,Molecular Immunobiology Laboratory, Immunology Section, Hospital Gregorio Marañón, Madrid, Spain
| | - Nuria Pedreño-Lopez
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain.,IrsiCaixa AIDS Research Institute, Crta Canyet SN, Badalona, 08916, Barcelona, Spain
| | - Miguel Arenas
- Department of Biochemistry, Genetics and Immunology, University of Vigo, 36310, Vigo, Spain.,CINBIO, University of Vigo, 36310, Vigo, Spain.,Galicia Sur Health Research Institute (IIS Galicia Sur), 36310, Vigo, Spain
| | - Tamara Alvaro
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Concepción Casado
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Isabel Olivares
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Mar Vera
- Centro Sanitario Sandoval. Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Carmen Rodriguez
- Centro Sanitario Sandoval. Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Jorge Del Romero
- Centro Sanitario Sandoval. Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Cecilio López-Galíndez
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain
| | - Ezequiel Ruiz-Mateos
- Institute of Biomedicine of Seville (IBiS)/Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Julia G Prado
- IrsiCaixa AIDS Research Institute, Crta Canyet SN, Badalona, 08916, Barcelona, Spain. .,Germans Trias I Pujol Research Institute (IGTP), Badalona, Spain.
| | - María Pernas
- Virología Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo a Majadahonda Km 2, 28220, Madrid, Spain.
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9
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Fotakis G, Trajanoski Z, Rieder D. Computational cancer neoantigen prediction: current status and recent advances. IMMUNO-ONCOLOGY TECHNOLOGY 2021; 12:100052. [PMID: 35755950 PMCID: PMC9216660 DOI: 10.1016/j.iotech.2021.100052] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Over the last few decades, immunotherapy has shown significant therapeutic efficacy in a broad range of cancer types. Antitumor immune responses are contingent on the recognition of tumor-specific antigens, which are termed neoantigens. Tumor neoantigens are ideal targets for immunotherapy since they can be recognized as non-self antigens by the host immune system and thus are able to elicit an antitumor T-cell response. There are an increasing number of studies that highlight the importance of tumor neoantigens in immunoediting and in the sensitivity to immune checkpoint blockade. Therefore, one of the most fundamental tasks in the field of immuno-oncology research is the identification of patient-specific neoantigens. To this end, a plethora of computational approaches have been developed in order to predict tumor-specific aberrant peptides and quantify their likelihood of binding to patients' human leukocyte antigen molecules in order to be recognized by T cells. In this review, we systematically summarize and present the most recent advances in computational neoantigen prediction, and discuss the challenges and novel methods that are being developed to resolve them. Tumors have the ability to acquire immune escape mechanisms. Tumor-specific aberrant peptides (neoantigens) can elicit an immune response by the host immune system. The identification of neoantigens is one of the most fundamental tasks in the field of immuno-oncology research. A plethora of computational approaches have been developed in order to predict patient-specificneoantigens.
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Affiliation(s)
- G Fotakis
- Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, Innsbruck, Austria
| | - Z Trajanoski
- Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, Innsbruck, Austria
| | - D Rieder
- Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, Innsbruck, Austria
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10
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Mielke D, Bandawe G, Zheng J, Jones J, Abrahams MR, Bekker V, Ochsenbauer C, Garrett N, Abdool Karim S, Moore PL, Morris L, Montefiori D, Anthony C, Ferrari G, Williamson C. ADCC-mediating non-neutralizing antibodies can exert immune pressure in early HIV-1 infection. PLoS Pathog 2021; 17:e1010046. [PMID: 34788337 PMCID: PMC8598021 DOI: 10.1371/journal.ppat.1010046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/19/2021] [Indexed: 11/19/2022] Open
Abstract
Despite antibody-dependent cellular cytotoxicity (ADCC) responses being implicated in protection from HIV-1 infection, there is limited evidence that they control virus replication. The high mutability of HIV-1 enables the virus to rapidly adapt, and thus evidence of viral escape is a very sensitive approach to demonstrate the importance of this response. To enable us to deconvolute ADCC escape from neutralizing antibody (nAb) escape, we identified individuals soon after infection with detectable ADCC responses, but no nAb responses. We evaluated the kinetics of ADCC and nAb responses, and viral escape, in five recently HIV-1-infected individuals. In one individual we detected viruses that escaped from ADCC responses but were sensitive to nAbs. In the remaining four participants, we did not find evidence of viral evolution exclusively associated with ADCC-mediating non-neutralizing Abs (nnAbs). However, in all individuals escape from nAbs was rapid, occurred at very low titers, and in three of five cases we found evidence of viral escape before detectable nAb responses. These data show that ADCC-mediating nnAbs can drive immune escape in early infection, but that nAbs were far more effective. This suggests that if ADCC responses have a protective role, their impact is limited after systemic virus dissemination.
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Affiliation(s)
- Dieter Mielke
- Department of Surgery, Duke University, Durham, North Carolina, United States of America
- Institute of Infectious Diseases and Molecular Medicine and Division of Medical Virology, University of Cape Town, Cape Town, South Africa
| | - Gama Bandawe
- Institute of Infectious Diseases and Molecular Medicine and Division of Medical Virology, University of Cape Town, Cape Town, South Africa
- Malawi University of Science and Technology, Thyolo, Malawi
| | - Jie Zheng
- University of Alabama at Birmingham, Department of Medicine, Birmingham, Alabama, United States of America
| | - Jennifer Jones
- University of Alabama at Birmingham, Department of Medicine, Birmingham, Alabama, United States of America
| | - Melissa-Rose Abrahams
- Institute of Infectious Diseases and Molecular Medicine and Division of Medical Virology, University of Cape Town, Cape Town, South Africa
| | - Valerie Bekker
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Christina Ochsenbauer
- University of Alabama at Birmingham, Department of Medicine, Birmingham, Alabama, United States of America
| | - Nigel Garrett
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu Natal, Durban, South Africa
- Discipline of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu Natal, Durban, South Africa
| | - Salim Abdool Karim
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu Natal, Durban, South Africa
- Department of Epidemiology, Columbia University, New York, New York, United States of America
| | - Penny L. Moore
- National Institute for Communicable Diseases, Johannesburg, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu Natal, Durban, South Africa
- University of Witswaterstrand, Johannesburg, South Africa
- National Health Laboratory Service, Johannesburg, South Africa
| | - Lynn Morris
- National Institute for Communicable Diseases, Johannesburg, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu Natal, Durban, South Africa
- University of Witswaterstrand, Johannesburg, South Africa
- National Health Laboratory Service, Johannesburg, South Africa
| | - David Montefiori
- Department of Surgery, Duke University, Durham, North Carolina, United States of America
| | - Colin Anthony
- Institute of Infectious Diseases and Molecular Medicine and Division of Medical Virology, University of Cape Town, Cape Town, South Africa
| | - Guido Ferrari
- Department of Surgery, Duke University, Durham, North Carolina, United States of America
| | - Carolyn Williamson
- Institute of Infectious Diseases and Molecular Medicine and Division of Medical Virology, University of Cape Town, Cape Town, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu Natal, Durban, South Africa
- National Health Laboratory Service, Johannesburg, South Africa
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11
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Rife Magalis B, Autissier P, Williams KC, Chen X, Browne C, Salemi M. Predator-Prey Dynamics of Intra-Host Simian Immunodeficiency Virus Evolution Within the Untreated Host. Front Immunol 2021; 12:709962. [PMID: 34691023 PMCID: PMC8527182 DOI: 10.3389/fimmu.2021.709962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/21/2021] [Indexed: 01/18/2023] Open
Abstract
The dynamic nature of the SIV population during disease progression in the SIV/macaque model of AIDS and the factors responsible for its behavior have not been documented, largely owing to the lack of sufficient spatial and temporal sampling of both viral and host data from SIV-infected animals. In this study, we detail Bayesian coalescent inference of the changing collective intra-host viral effective population size (Ne ) from various tissues over the course of infection and its relationship with what we demonstrate is a continuously changing immune cell repertoire within the blood. Although the relative contribution of these factors varied among hosts and time points, the adaptive immune response best explained the overall periodic dynamic behavior of the effective virus population. Data exposing the nature of the relationship between the virus and immune cell populations revealed the plausibility of an eco-evolutionary mathematical model, which was able to mimic the large-scale oscillations in Ne through virus escape from relatively few, early immunodominant responses, followed by slower escape from several subdominant and weakened immune populations. The results of this study suggest that SIV diversity within the untreated host is governed by a predator-prey relationship, wherein differing phases of infection are the result of adaptation in response to varying immune responses. Previous investigations into viral population dynamics using sequence data have focused on single estimates of the effective viral population size (Ne ) or point estimates over sparse sampling data to provide insight into the precise impact of immune selection on virus adaptive behavior. Herein, we describe the use of the coalescent phylogenetic frame- work to estimate the relative changes in Ne over time in order to quantify the relationship with empirical data on the dynamic immune composition of the host. This relationship has allowed us to expand on earlier simulations to build a predator-prey model that explains the deterministic behavior of the virus over the course of disease progression. We show that sequential viral adaptation can occur in response to phases of varying immune pressure, providing a broader picture of the viral response throughout the entire course of progression to AIDS.
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Affiliation(s)
- Brittany Rife Magalis
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, United States
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, United States
| | - Patrick Autissier
- Department of Biology, Boston College, Chestnut Hill, MA, United States
| | | | - Xinguang Chen
- Department of Epidemiology, University of Florida, Gainesville, FL, United States
| | - Cameron Browne
- Department of Mathematics, University of Louisiana at Lafayette, Lafayette, LA, United States
| | - Marco Salemi
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, United States
- Emerging Pathogens Institute, University of Florida, Gainesville, FL, United States
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12
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Fischer W, Giorgi EE, Chakraborty S, Nguyen K, Bhattacharya T, Theiler J, Goloboff PA, Yoon H, Abfalterer W, Foley BT, Tegally H, San JE, de Oliveira T, Gnanakaran S, Korber B. HIV-1 and SARS-CoV-2: Patterns in the evolution of two pandemic pathogens. Cell Host Microbe 2021; 29:1093-1110. [PMID: 34242582 PMCID: PMC8173590 DOI: 10.1016/j.chom.2021.05.012] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Humanity is currently facing the challenge of two devastating pandemics caused by two very different RNA viruses: HIV-1, which has been with us for decades, and SARS-CoV-2, which has swept the world in the course of a single year. The same evolutionary strategies that drive HIV-1 evolution are at play in SARS-CoV-2. Single nucleotide mutations, multi-base insertions and deletions, recombination, and variation in surface glycans all generate the variability that, guided by natural selection, enables both HIV-1's extraordinary diversity and SARS-CoV-2's slower pace of mutation accumulation. Even though SARS-CoV-2 diversity is more limited, recently emergent SARS-CoV-2 variants carry Spike mutations that have important phenotypic consequences in terms of both antibody resistance and enhanced infectivity. We review and compare how these mutational patterns manifest in these two distinct viruses to provide the variability that fuels their evolution by natural selection.
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Affiliation(s)
- Will Fischer
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA; New Mexico Consortium, Los Alamos, New Mexico, 87545, USA
| | - Elena E Giorgi
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA; New Mexico Consortium, Los Alamos, New Mexico, 87545, USA
| | - Srirupa Chakraborty
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA; Center for Nonlinear Studies, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Kien Nguyen
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Tanmoy Bhattacharya
- T-2: Nuclear and Particle Physics, Astrophysics and Cosmology, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545 USA
| | - James Theiler
- ISR-3: Space Data Science and Systems, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Pablo A Goloboff
- Unidad Ejecutora Lillo, Consejo Nacional de Investigaciones Científicas y Técnicas - Fundación Miguel Lillo, S. M. de Tucumán, Miguel Lillo 251 4000, Argentina; Research Associate, American Museum of Natural History, New York 10024, USA
| | - Hyejin Yoon
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Werner Abfalterer
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Brian T Foley
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Houriiyah Tegally
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Department of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - James Emmanuel San
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Department of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Department of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Sandrasegaram Gnanakaran
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA
| | - Bette Korber
- T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, 87545, USA; New Mexico Consortium, Los Alamos, New Mexico, 87545, USA.
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13
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Xu Y, Weideman AM, Abad-Fernandez M, Mollan KR, Kallon S, Samir S, Warren JA, Clutton G, Roan NR, Adimora AA, Archin N, Kuruc J, Gay C, Hudgens MG, Goonetilleke N. Reliable Estimation of CD8 T Cell Inhibition of In Vitro HIV-1 Replication. Front Immunol 2021; 12:666991. [PMID: 34276657 PMCID: PMC8278574 DOI: 10.3389/fimmu.2021.666991] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 05/24/2021] [Indexed: 02/02/2023] Open
Abstract
The HIV-1 viral inhibition assay (VIA) measures CD8 T cell-mediated inhibition of HIV replication in CD4 T cells and is increasingly used for clinical testing of HIV vaccines and immunotherapies. The VIA has multiple sources of variability arising from in vitro HIV infection and co-culture of two T cell populations. Here, we describe multiple modifications to a 7-day VIA protocol, the most impactful being the introduction of independent replicate cultures for both HIV infected-CD4 (HIV-CD4) and HIV-CD4:CD8 T cell cultures. Virus inhibition was quantified using a ratio of weighted averages of p24+ cells in replicate cultures and the corresponding 95% confidence interval. An Excel template is provided to facilitate calculations. Virus inhibition was higher in people living with HIV suppressed on antiretroviral therapy (n=14, mean: 40.0%, median: 43.8%, range: 8.2 to 73.3%; p < 0.0001, two-tailed, exact Mann-Whitney test) compared to HIV-seronegative donors (n = 21, mean: -13.7%, median: -14.4%, range: -49.9 to 20.9%) and was stable over time (n = 6, mean %COV 9.4%, range 0.9 to 17.3%). Cross-sectional data were used to define 8% inhibition as the threshold to confidently detect specific CD8 T cell activity and determine the minimum number of culture replicates and p24+ cells needed to have 90% statistical power to detect this threshold. Last, we note that, in HIV seronegative donors, the addition of CD8 T cells to HIV infected CD4 T cells consistently increased HIV replication, though the level of increase varied markedly between donors. This co-culture effect may contribute to the weak correlations observed between CD8 T cell VIA and other measures of HIV-specific CD8 T cell function.
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Affiliation(s)
- Yinyan Xu
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Ann Marie Weideman
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States,Center for AIDS Research, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Maria Abad-Fernandez
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Katie R. Mollan
- Center for AIDS Research, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States
| | - Sallay Kallon
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Shahryar Samir
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Joanna A. Warren
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Genevieve Clutton
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Nadia R. Roan
- Department of Urology, University of California San Francisco, San Francisco, CA, United States,Gladstone Institute of Virology and Immunology, San Francisco, CA, United States
| | - Adaora A. Adimora
- Center for AIDS Research, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States,Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States,School of Medicine and UNC HIV Cure Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Nancie Archin
- School of Medicine and UNC HIV Cure Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - JoAnn Kuruc
- School of Medicine and UNC HIV Cure Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Cynthia Gay
- School of Medicine and UNC HIV Cure Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States
| | - Michael G. Hudgens
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States,Center for AIDS Research, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nilu Goonetilleke
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States,School of Medicine and UNC HIV Cure Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, United States,*Correspondence: Nilu Goonetilleke,
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14
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Wee EG, Moyo N, Hannoun Z, Giorgi EE, Korber B, Hanke T. Effect of epitope variant co-delivery on the depth of CD8 T cell responses induced by HIV-1 conserved mosaic vaccines. Mol Ther Methods Clin Dev 2021; 21:741-753. [PMID: 34169114 PMCID: PMC8187930 DOI: 10.1016/j.omtm.2021.04.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 04/29/2021] [Indexed: 11/27/2022]
Abstract
To stop the HIV-1 pandemic, vaccines must induce responses capable of controlling vast HIV-1 variants circulating in the population as well as those evolved in each individual following transmission. Numerous strategies have been proposed, of which the most promising include focusing responses on the vulnerable sites of HIV-1 displaying the least entropy among global isolates and using algorithms that maximize vaccine match to circulating HIV-1 variants by vaccine cocktails of optimized complementing sequences. In this study, we investigated CD8 T cell responses induced by a bi-valent mosaic of highly conserved HIVconsvX regions delivered by a combination of simian adenovirus ChAdOx1 and poxvirus MVA. We compared partially and fully mono- and bi-valent prime-boost regimens and their ability to elicit T cells recognizing natural epitope variants using an interferon-γ enzyme-linked immunospot (ELISPOT) assay. We used 11 well-defined CD8 T cell epitopes in two mouse haplotypes and, for each epitope, assessed recognition of the two vaccine forms together with the other most frequent epitope variants in the HIV-1 database. We conclude that for the magnitude and depth of epitope recognition, CD8 T cell responses benefitted in most comparisons from the combined bi-valent mosaic and envisage the main advantage of the bi-valent vaccine during its deployment to diverse populations.
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Affiliation(s)
- Edmund G. Wee
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, UK
| | - Nathifa Moyo
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, UK
| | - Zara Hannoun
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, UK
| | | | - Bette Korber
- Los Alamos National Laboratory, Los Alamos, NM, USA
- New Mexico Consortium, Los Alamos, NM, USA
| | - Tomáš Hanke
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, UK
- Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan
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15
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Kallon S, Samir S, Goonetilleke N. Vaccines: Underlying Principles of Design and Testing. Clin Pharmacol Ther 2021; 109:987-999. [PMID: 33705574 PMCID: PMC8048882 DOI: 10.1002/cpt.2207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 02/09/2021] [Indexed: 11/07/2022]
Abstract
In this paper, we review the key elements that should be considered to take a novel vaccine from the laboratory through to licensure in the modern era. This paper is divided into four sections. First, we discuss the host immune responses that we engage with vaccines. Second, we discuss how in vivo and in vitro studies can inform vaccine design. Third, we discuss different vaccine modalities that have been licensed or are in testing in humans. Last, we overview the basic principles of vaccine approvals. Throughout we provide real-world examples of vaccine development against infectious diseases, including coronavirus disease 2019 (COVID-19).
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Affiliation(s)
- Sallay Kallon
- Department of Microbiology & ImmunologyUNC‐Chapel Hill School of MedicineChapel HillNorth CarolinaUSA
| | - Shahryar Samir
- Department of Microbiology & ImmunologyUNC‐Chapel Hill School of MedicineChapel HillNorth CarolinaUSA
| | - Nilu Goonetilleke
- Department of Microbiology & ImmunologyUNC‐Chapel Hill School of MedicineChapel HillNorth CarolinaUSA
- UNC HIV Cure CenterUNC‐Chapel Hill School of MedicineChapel HillNorth CarolinaUSA
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16
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Sohail MS, Louie RHY, McKay MR, Barton JP. MPL resolves genetic linkage in fitness inference from complex evolutionary histories. Nat Biotechnol 2021; 39:472-479. [PMID: 33257862 PMCID: PMC8044047 DOI: 10.1038/s41587-020-0737-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 10/14/2020] [Indexed: 12/13/2022]
Abstract
Genetic linkage causes the fate of new mutations in a population to be contingent on the genetic background on which they appear. This makes it challenging to identify how individual mutations affect fitness. To overcome this challenge, we developed marginal path likelihood (MPL), a method to infer selection from evolutionary histories that resolves genetic linkage. Validation on real and simulated data sets shows that MPL is fast and accurate, outperforming existing inference approaches. We found that resolving linkage is crucial for accurately quantifying selection in complex evolving populations, which we demonstrate through a quantitative analysis of intrahost HIV-1 evolution using multiple patient data sets. Linkage effects generated by variants that sweep rapidly through the population are particularly strong, extending far across the genome. Taken together, our results argue for the importance of resolving linkage in studies of natural selection.
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Affiliation(s)
- Muhammad Saqib Sohail
- Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, China
| | - Raymond H Y Louie
- Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, China
- Institute for Advanced Study, Hong Kong University of Science and Technology, Hong Kong, China
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
- School of Medical Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Matthew R McKay
- Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, China.
- Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Hong Kong, China.
| | - John P Barton
- Department of Physics and Astronomy, University of California, Riverside, Riverside, CA, USA.
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17
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Yang H, Rei M, Brackenridge S, Brenna E, Sun H, Abdulhaqq S, Liu MKP, Ma W, Kurupati P, Xu X, Cerundolo V, Jenkins E, Davis SJ, Sacha JB, Früh K, Picker LJ, Borrow P, Gillespie GM, McMichael AJ. HLA-E-restricted, Gag-specific CD8 + T cells can suppress HIV-1 infection, offering vaccine opportunities. Sci Immunol 2021; 6:eabg1703. [PMID: 33766848 PMCID: PMC8258078 DOI: 10.1126/sciimmunol.abg1703] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 02/18/2021] [Indexed: 12/26/2022]
Abstract
Human leukocyte antigen-E (HLA-E) normally presents an HLA class Ia signal peptide to the NKG2A/C-CD94 regulatory receptors on natural killer (NK) cells and T cell subsets. Rhesus macaques immunized with a cytomegalovirus-vectored simian immunodeficiency virus (SIV) vaccine generated Mamu-E (HLA-E homolog)-restricted T cell responses that mediated post-challenge SIV replication arrest in >50% of animals. However, HIV-1-specific, HLA-E-restricted T cells have not been observed in HIV-1-infected individuals. Here, HLA-E-restricted, HIV-1-specific CD8 + T cells were primed in vitro. These T cell clones and allogeneic CD8 + T cells transduced with their T cell receptors suppressed HIV-1 replication in CD4 + T cells in vitro. Vaccine induction of efficacious HLA-E-restricted HIV-1-specific T cells should therefore be possible.
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MESH Headings
- Amino Acid Sequence
- Biomarkers
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Cell Line, Tumor
- Cytokines/metabolism
- Epitopes, T-Lymphocyte/chemistry
- Epitopes, T-Lymphocyte/immunology
- HIV Infections/immunology
- HIV Infections/metabolism
- HIV Infections/prevention & control
- HIV Infections/virology
- HIV-1/immunology
- Histocompatibility Antigens Class I/immunology
- Host-Pathogen Interactions/immunology
- Humans
- Immunophenotyping
- Jurkat Cells
- Lymphocyte Activation/genetics
- Lymphocyte Activation/immunology
- Peptides/chemistry
- Peptides/immunology
- Receptors, Antigen, T-Cell/chemistry
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/metabolism
- T-Cell Antigen Receptor Specificity/immunology
- gag Gene Products, Human Immunodeficiency Virus/immunology
- HLA-E Antigens
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Affiliation(s)
- Hongbing Yang
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK
| | - Margarida Rei
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, Oxford University, Oxford OX3 9DS, UK
| | - Simon Brackenridge
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK
| | - Elena Brenna
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK
| | - Hong Sun
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK
- Key Laboratory of AIDS Immunology, Department of Laboratory Medicine, First Affiliated Hospital of China Medical University, Shenyang, China
- Chinese Academy of Medical Sciences Oxford Institute, NDM, Oxford University, Oxford, UK
| | - Shaheed Abdulhaqq
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, OR 97006, USA
| | - Michael K P Liu
- Centre For Immunology and Vaccinology, Chelsea and Westminster Hospital, Imperial College, London, UK
| | - Weiwei Ma
- Centre For Immunology and Vaccinology, Chelsea and Westminster Hospital, Imperial College, London, UK
| | - Prathiba Kurupati
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, Oxford University, Oxford OX3 9DS, UK
| | - Xiaoning Xu
- Centre For Immunology and Vaccinology, Chelsea and Westminster Hospital, Imperial College, London, UK
| | - Vincenzo Cerundolo
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, Oxford University, Oxford OX3 9DS, UK
| | - Edward Jenkins
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, Oxford University, Oxford OX3 9DS, UK
| | - Simon J Davis
- MRC Human Immunology Unit, Weatherall Institute of Molecular Medicine, Oxford University, Oxford OX3 9DS, UK
| | - Jonah B Sacha
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, OR 97006, USA
| | - Klaus Früh
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, OR 97006, USA
| | - Louis J Picker
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, OR 97006, USA
| | - Persephone Borrow
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK
| | - Geraldine M Gillespie
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK
| | - Andrew J McMichael
- NDM Research Building, Nuffield Department of Medicine, Oxford University, Oxford OX3 7FZ, UK.
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18
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Materne EC, Lilleri D, Garofoli F, Lombardi G, Furione M, Zavattoni M, Gibson L. Cytomegalovirus-Specific T Cell Epitope Recognition in Congenital Cytomegalovirus Mother-Infant Pairs. Front Immunol 2020; 11:568217. [PMID: 33329532 PMCID: PMC7732427 DOI: 10.3389/fimmu.2020.568217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 09/09/2020] [Indexed: 11/13/2022] Open
Abstract
Background: Congenital cytomegalovirus (cCMV) infection is the most common infection acquired before birth and from which about 20% of infants develop permanent neurodevelopmental effects regardless of presence or absence of symptoms at birth. Viral escape from host immune control may be a mechanism of CMV transmission and infant disease severity. We sought to identify and compare CMV epitopes recognized by mother-infant pairs. We also hypothesized that if immune escape were occurring, then one pattern of longitudinal CD8 T cell responses restricted by shared HLA alleles would be maternal loss (by viral escape) and infant gain (by viral reversion to wildtype) of CMV epitope recognition. Methods: The study population consisted of 6 women with primary CMV infection during pregnancy and their infants with cCMV infection. CMV UL83 and UL123 peptides with known or predicted restriction by maternal MHC class I alleles were identified, and a subset was selected for testing based on several criteria. Maternal or infant cells were stimulated with CMV peptides in the IFN-γ ELISpot assay. Results: Overall, 14 of 25 (56%; 8 UL83 and 6 UL123) peptides recognized by mother-infant pairs were not previously reported as CD8 T cell epitopes. Of three pairs with longitudinal samples, one showed maternal loss and infant gain of responses to a CMV epitope restricted by a shared HLA allele. Conclusions: CD8 T cell responses to multiple novel CMV epitopes were identified, particularly in infants. Moreover, the hypothesized pattern of CMV immune escape was observed in one mother-infant pair. These findings emphasize that knowledge of paired CMV epitope recognition allows exploration of viral immune escape that may operate within the maternal-fetal system. Our work provides rationale for future studies of this potential mechanism of CMV transmission during pregnancy or clinical outcomes of infants with cCMV infection.
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Affiliation(s)
- Emma C Materne
- University of Massachusetts Medical School, Worcester, MA, United States
| | - Daniele Lilleri
- Unità Operativa Complessa (UOC) Laboratorio Genetica - Trapiantologia e Malattie Cardiovascolari, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, Pavia, Italy
| | - Francesca Garofoli
- Neonatal Unit and Neonatal Intensive Care Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, Pavia, Italy
| | - Giuseppina Lombardi
- Neonatal Unit and Neonatal Intensive Care Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, Pavia, Italy
| | - Milena Furione
- Molecular Virology Unit, Microbiology and Virology Department, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, Pavia, Italy
| | - Maurizio Zavattoni
- Molecular Virology Unit, Microbiology and Virology Department, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, Pavia, Italy
| | - Laura Gibson
- University of Massachusetts Medical School, Worcester, MA, United States.,Department of Medicine, UMass Memorial Medical Center, Worcester, MA, United States.,Department of Pediatrics, UMass Memorial Medical Center, Worcester, MA, United States
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19
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Meng Q, Wu Y, Sui X, Meng J, Wang T, Lin Y, Wang Z, Zhou X, Qi Y, Du J, Gao Y. POTN: A Human Leukocyte Antigen-A2 Immunogenic Peptides Screening Model and Its Applications in Tumor Antigens Prediction. Front Immunol 2020; 11:02193. [PMID: 33133063 PMCID: PMC7579403 DOI: 10.3389/fimmu.2020.02193] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 08/11/2020] [Indexed: 12/23/2022] Open
Abstract
Whole genome/exome sequencing data for tumors are now abundant, and many tumor antigens, especially mutant antigens (neoantigens), have been identified for cancer immunotherapy. However, only a small fraction of the peptides from these antigens induce cytotoxic T cell responses. Therefore, efficient methods to identify these antigenic peptides are crucial. The current models of major histocompatibility complex (MHC) binding and antigenic prediction are still inaccurate. In this study, 360 9-mer peptides with verified immunological activity were selected to construct a prediction of tumor neoantigen (POTN) model, an immunogenic prediction model specifically for the human leukocyte antigen-A2 allele. Based on the physicochemical properties of amino acids, such as the residue propensity, hydrophobicity, and organic solvent/water, we found that the predictive capability of POTN is superior to that of the prediction programs SYPEITHI, IEDB, and NetMHCpan 4.0. We used POTN to screen peptides for the cancer-testis antigen located on the X chromosome, and we identified several peptides that may trigger immunogenicity. We synthesized and measured the binding affinity and immunogenicity of these peptides and found that the accuracy of POTN is higher than that of NetMHCpan 4.0. Identifying the properties related to the T cell response or immunogenicity paves the way to understanding the MHC/peptide/T cell receptor complex. In conclusion, POTN is an efficient prediction model for screening high-affinity immunogenic peptides from tumor antigens, and thus provides useful information for developing cancer immunotherapy.
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Affiliation(s)
- Qingqing Meng
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Yahong Wu
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Xinghua Sui
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University, Shenzhen, China
| | - Jingjie Meng
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Tingting Wang
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Yan Lin
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Zhiwei Wang
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Xiuman Zhou
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Yuanming Qi
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Jiangfeng Du
- School of Life Sciences, Zhengzhou University, Zhengzhou, China
| | - Yanfeng Gao
- School of Life Sciences, Zhengzhou University, Zhengzhou, China.,School of Pharmaceutical Sciences (Shenzhen), Sun Yat-sen University, Shenzhen, China
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20
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Warren JA, Zhou S, Xu Y, Moeser MJ, MacMillan DR, Council O, Kirchherr J, Sung JM, Roan NR, Adimora AA, Joseph S, Kuruc JD, Gay CL, Margolis DM, Archin N, Brumme ZL, Swanstrom R, Goonetilleke N. The HIV-1 latent reservoir is largely sensitive to circulating T cells. eLife 2020; 9:57246. [PMID: 33021198 PMCID: PMC7593086 DOI: 10.7554/elife.57246] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 09/24/2020] [Indexed: 01/01/2023] Open
Abstract
HIV-1-specific CD8+ T cells are an important component of HIV-1 curative strategies. Viral variants in the HIV-1 reservoir may limit the capacity of T cells to detect and clear virus-infected cells. We investigated the patterns of T cell escape variants in the replication-competent reservoir of 25 persons living with HIV-1 (PLWH) durably suppressed on antiretroviral therapy (ART). We identified all reactive T cell epitopes in the HIV-1 proteome for each participant and sequenced HIV-1 outgrowth viruses from resting CD4+ T cells. All non-synonymous mutations in reactive T cell epitopes were tested for their effect on the size of the T cell response, with a≥50% loss defined as an escape mutation. The majority (68%) of T cell epitopes harbored no detectable escape mutations. These findings suggest that circulating T cells in PLWH on ART could contribute to control of rebound and could be targeted for boosting in curative strategies.
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Affiliation(s)
- Joanna A Warren
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States
| | - Shuntai Zhou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States
| | - Yinyan Xu
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States
| | - Matthew J Moeser
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States
| | | | - Olivia Council
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States
| | - Jennifer Kirchherr
- Department of Medicine, University of North Carolina, Chapel Hill, United States
| | - Julia M Sung
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Nadia R Roan
- Department of Urology, University of California San Francisco, San Francisco, United States.,Gladstone Institute of Virology and Immunology, San Francisco, United States
| | - Adaora A Adimora
- Department of Medicine, University of North Carolina, Chapel Hill, United States
| | - Sarah Joseph
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - JoAnn D Kuruc
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Cynthia L Gay
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - David M Margolis
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States.,Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Nancie Archin
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Zabrina L Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Ronald Swanstrom
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Nilu Goonetilleke
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
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21
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Lima NS, Takata H, Huang SH, Haregot A, Mitchell J, Blackmore S, Garland A, Sy A, Cartwright P, Routy JP, Michael NL, Appay V, Jones RB, Trautmann L. CTL Clonotypes with Higher TCR Affinity Have Better Ability to Reduce the HIV Latent Reservoir. THE JOURNAL OF IMMUNOLOGY 2020; 205:699-707. [PMID: 32591402 DOI: 10.4049/jimmunol.1900811] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 05/23/2020] [Indexed: 01/09/2023]
Abstract
The success of the shock and kill strategy for the HIV cure depends both on the reactivation of the latent reservoir and on the ability of the immune system to eliminate infected cells. As latency reversal alone has not shown any impact in the size of the latent reservoir, ensuring that effector CTLs are able to recognize and kill HIV-infected cells could contribute to reservoir reduction. In this study, we investigated which functional aspects of human CTLs are associated with a better capacity to kill HIV-infected CD4+ T cells. We isolated Gag- and Nef-specific CTL clones with different TCR sequences from the PBMC of donors in acute and chronic infection. High-affinity clonotypes that showed IFN-γ production preserved even when the CD8 coreceptor was blocked, and clones with high Ag sensitivity exhibited higher efficiency at reducing the latent reservoir. Although intrinsic cytotoxic capacity did not differ according to TCR affinity, clonotypes with high TCR affinity showed a better ability to kill HIV-infected CD4+ T cells obtained from in vivo-infected PBMC and subjected to viral reactivation. Strategies aiming to specifically boost and maintain long-living memory CTLs with high TCR affinity in vivo prior to latency-reversing treatment might improve the efficacy of the shock and kill approach to reduce the latent reservoir.
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Affiliation(s)
- Noemia S Lima
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817.,Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20814
| | - Hiroshi Takata
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817.,Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006
| | - Szu-Han Huang
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York, NY 10021.,Department of Microbiology, Immunology, and Tropical Medicine, George Washington University School of Medicine and Health Sciences, Washington, DC 20037
| | - Alexander Haregot
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Julie Mitchell
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817.,Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006
| | - Stephen Blackmore
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Ayanna Garland
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Aaron Sy
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | | | - Jean-Pierre Routy
- Division of Hematology and Chronic Viral Illness Service, McGill University, Montreal, Quebec H3A 0G4, Canada
| | - Nelson L Michael
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910
| | - Victor Appay
- Centre d'Immunologie et des Maladies Infectieuses, Sorbonne Université, INSERM, Paris 75005, France; and.,International Research Center of Medical Sciences, Kumamoto University, Kumamoto 860-8555, Japan
| | - R Brad Jones
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York, NY 10021.,Department of Microbiology, Immunology, and Tropical Medicine, George Washington University School of Medicine and Health Sciences, Washington, DC 20037
| | - Lydie Trautmann
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910; .,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817.,Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006
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22
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de Carvalho Lima EN, Lima RSA, Arif MS, Piqueira JRC, Diaz RS. Evolutive Temporal Footprint of an HIV-1 Envelope Protein in an Epidemiologically Linked Cluster. Open AIDS J 2020. [DOI: 10.2174/1874613602014010041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Background:
The C2V3C3 region of gp 120, encoded by the HIV-1 envelope gene (env), is an important antigenic target, a key determinant for viral evolution and essential for determining epitopes for vaccines.
Methods:
The relationships among genetic sequence diversity, selective pressure, constraints on HIV-1 envelope protein were explored and also correlated this analysis with information entropy; hypermutation; HIV tropism; CD4+ T cell counts or HIV viral load. A total of 179 HIV-1 C2V3C3 sequences derived from cell-free plasma were used, determined from serial samples, in four epidemiologically linked individuals (one infected blood donor, two transfusion recipients and a sexual partner infected by one of the recipients) over a maximum period of 8 years. This study is important because it considers the analysis of patterns in genomic sequences, without drugs and over time.
Results:
A temporal relationship among information entropy, hypermutation, tropism switch, viral load, and CD4+ T cell count was determined. Changes in information entropy were time-dependent, and an increase in entropy was observed in the C2V3C3 region at amino acids G313 and F317-I320 (related to the GPGR-motif and coreceptor tropism), and at amino acids A281 in C2 and A346 in C3, related to immune escape.
Conclusion:
The increase of information entropy over time was correlated with hypermutation and the emergence of nonR5- strains, which are both associated with more variable genomes.
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23
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Abstract
Development of improved approaches for HIV-1 prevention will likely be required for a durable end to the global AIDS pandemic. Recent advances in preclinical studies and early phase clinical trials offer renewed promise for immunologic strategies for blocking acquisition of HIV-1 infection. Clinical trials are currently underway to evaluate the efficacy of two vaccine candidates and a broadly neutralizing antibody (bNAb) to prevent HIV-1 infection in humans. However, the vast diversity of HIV-1 is a major challenge for both active and passive immunization. Here we review current immunologic strategies for HIV-1 prevention, with a focus on current and next-generation vaccines and bNAbs.
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Affiliation(s)
- Kathryn E Stephenson
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, USA;
- Ragon Institute of Massachusetts General Hospital, MIT, and Harvard, Boston, Massachusetts 02114, USA
| | - Kshitij Wagh
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
- New Mexico Consortium, Los Alamos, New Mexico 87545, USA
| | - Bette Korber
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
- New Mexico Consortium, Los Alamos, New Mexico 87545, USA
| | - Dan H Barouch
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, USA;
- Ragon Institute of Massachusetts General Hospital, MIT, and Harvard, Boston, Massachusetts 02114, USA
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24
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Clinical and evolutionary consequences of HIV adaptation to HLA: implications for vaccine and cure. Curr Opin HIV AIDS 2020; 14:194-204. [PMID: 30925534 DOI: 10.1097/coh.0000000000000541] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize recent advances in our understanding of HIV adaptation to human leukocyte antigen (HLA)-associated immune pressures and its relevance to HIV prevention and cure research. RECENT FINDINGS Recent research has confirmed that HLA is a major driver of individual and population-level HIV evolution, that HIV strains are adapting to the immunogenetic profiles of the different human ethnic groups in which they circulate, and that HIV adaptation has substantial clinical and immunologic consequences. As such, adaptation represents a major challenge to HIV prevention and cure. At the same time, there are opportunities: Studies of HIV adaptation are revealing why certain HLA alleles are protective in some populations and not others; they are identifying immunogenic viral epitopes that harbor high mutational barriers to escape, and they may help illuminate novel, vaccine-relevant HIV epitopes in regions where circulating adaptation is extensive. Elucidation of HLA-driven adapted and nonadapted viral forms in different human populations and HIV subtypes also renders 'personalized' immunogen selection, as a component of HIV cure strategies, conceptually feasible. SUMMARY Though adaptation represents a major challenge to HIV prevention and cure, achieving an in-depth understanding of this phenomenon can help move the design of such strategies forward.
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25
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Marelli S, Williamson JC, Protasio AV, Naamati A, Greenwood EJD, Deane JE, Lehner PJ, Matheson NJ. Antagonism of PP2A is an independent and conserved function of HIV-1 Vif and causes cell cycle arrest. eLife 2020; 9:e53036. [PMID: 32292164 PMCID: PMC7920553 DOI: 10.7554/elife.53036] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 03/17/2020] [Indexed: 01/01/2023] Open
Abstract
The seminal description of the cellular restriction factor APOBEC3G and its antagonism by HIV-1 Vif has underpinned two decades of research on the host-virus interaction. We recently reported that HIV-1 Vif is also able to degrade the PPP2R5 family of regulatory subunits of key cellular phosphatase PP2A (PPP2R5A-E; Greenwood et al., 2016; Naamati et al., 2019). We now identify amino acid polymorphisms at positions 31 and 128 of HIV-1 Vif which selectively regulate the degradation of PPP2R5 family proteins. These residues covary across HIV-1 viruses in vivo, favouring depletion of PPP2R5A-E. Through analysis of point mutants and naturally occurring Vif variants, we further show that degradation of PPP2R5 family subunits is both necessary and sufficient for Vif-dependent G2/M cell cycle arrest. Antagonism of PP2A by HIV-1 Vif is therefore independent of APOBEC3 family proteins, and regulates cell cycle progression in HIV-infected cells.
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Affiliation(s)
- Sara Marelli
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
| | - James C Williamson
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
| | - Anna V Protasio
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
| | - Adi Naamati
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
| | - Edward JD Greenwood
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
| | - Janet E Deane
- Department of Clinical Neuroscience, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute for Medical Research (CIMR), University of CambridgeCambridgeUnited Kingdom
| | - Paul J Lehner
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
| | - Nicholas J Matheson
- Department of Medicine, University of CambridgeCambridgeUnited Kingdom
- Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), University of CambridgeCambridgeUnited Kingdom
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26
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Long-Acting Rilpivirine (RPV) Preexposure Prophylaxis Does Not Inhibit Vaginal Transmission of RPV-Resistant HIV-1 or Select for High-Frequency Drug Resistance in Humanized Mice. J Virol 2020; 94:JVI.01912-19. [PMID: 31969438 PMCID: PMC7108851 DOI: 10.1128/jvi.01912-19] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Accepted: 01/12/2020] [Indexed: 11/20/2022] Open
Abstract
The antiretroviral drug rilpivirine was developed into a long-acting formulation (RPV LA) to improve adherence for preexposure prophylaxis (PrEP) to prevent HIV-1 transmission. A concern is that RPV LA will not inhibit transmission of drug-resistant HIV-1 and may select for drug-resistant virus. In female humanized mice, we found that RPV LA inhibited vaginal transmission of WT or 3-fold RPV-resistant HIV-1 but not virus with 30-fold RPV resistance. In animals that became infected despite RPV LA PrEP, WT HIV-1 dissemination was delayed until genital and plasma RPV concentrations waned. RPV resistance was detected at similar low frequencies in untreated and PrEP-treated mice that became infected. These results indicate the importance of maintaining RPV at a sustained threshold after virus exposure to prevent dissemination of HIV-1 after vaginal infection and low-frequency resistance mutations conferred low-level resistance, suggesting that RPV resistance is difficult to develop after HIV-1 infection during RPV LA PrEP. As a long-acting formulation of the nonnucleoside reverse transcriptase inhibitor rilpivirine (RPV LA) has been proposed for use as preexposure prophylaxis (PrEP) and the prevalence of transmitted RPV-resistant viruses can be relatively high, we evaluated the efficacy of RPV LA to inhibit vaginal transmission of RPV-resistant HIV-1 in humanized mice. Vaginal challenges of wild-type (WT), Y181C, and Y181V HIV-1 were performed in mice left untreated or after RPV PrEP. Plasma viremia was measured for 7 to 10 weeks, and single-genome sequencing was performed on plasma HIV-1 RNA in mice infected during PrEP. RPV LA significantly prevented vaginal transmission of WT HIV-1 and Y181C HIV-1, which is 3-fold resistant to RPV. However, it did not prevent transmission of Y181V HIV-1, which has 30-fold RPV resistance in the viruses used for this study. RPV LA did delay WT HIV-1 dissemination in infected animals until genital and plasma RPV concentrations waned. Animals that became infected despite RPV LA PrEP did not acquire new RPV-resistant mutations above frequencies in untreated mice or untreated people living with HIV-1, and the mutations detected conferred low-level resistance. These data suggest that high, sustained concentrations of RPV were required to inhibit vaginal transmission of HIV-1 with little or no resistance to RPV but could not inhibit virus with high resistance. HIV-1 did not develop high-level or high-frequency RPV resistance in the majority of mice infected after RPV LA treatment. However, the impact of low-frequency RPV resistance on virologic outcome during subsequent antiretroviral therapy still is unclear. IMPORTANCE The antiretroviral drug rilpivirine was developed into a long-acting formulation (RPV LA) to improve adherence for preexposure prophylaxis (PrEP) to prevent HIV-1 transmission. A concern is that RPV LA will not inhibit transmission of drug-resistant HIV-1 and may select for drug-resistant virus. In female humanized mice, we found that RPV LA inhibited vaginal transmission of WT or 3-fold RPV-resistant HIV-1 but not virus with 30-fold RPV resistance. In animals that became infected despite RPV LA PrEP, WT HIV-1 dissemination was delayed until genital and plasma RPV concentrations waned. RPV resistance was detected at similar low frequencies in untreated and PrEP-treated mice that became infected. These results indicate the importance of maintaining RPV at a sustained threshold after virus exposure to prevent dissemination of HIV-1 after vaginal infection and low-frequency resistance mutations conferred low-level resistance, suggesting that RPV resistance is difficult to develop after HIV-1 infection during RPV LA PrEP.
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Estimating the Timing of Early Simian-Human Immunodeficiency Virus Infections: a Comparison between Poisson Fitter and BEAST. mBio 2020; 11:mBio.00324-20. [PMID: 32209678 PMCID: PMC7157514 DOI: 10.1128/mbio.00324-20] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Many HIV prevention strategies are currently under consideration where it is highly informative to know the study participants' times of infection. These can be estimated using viral sequence data sampled early in infection. However, there are several scenarios that, if not addressed, can skew timing estimates. These include multiple transmitted/founder (TF) viruses, APOBEC (apolipoprotein B mRNA editing enzyme, catalytic polypeptide-like)-mediated mutational enrichment, and recombination. Here, we suggest a pipeline to identify these problems and resolve the biases that they introduce. We then compare two modeling strategies to obtain timing estimates from sequence data. The first, Poisson Fitter (PF), is based on a Poisson model of random accumulation of mutations relative to the TF virus (or viruses) that established the infection. The second uses a coalescence-based phylogenetic strategy as implemented in BEAST. The comparison is based on timing predictions using plasma viral RNA (cDNA) sequence data from 28 simian-human immunodeficiency virus (SHIV)-infected animals for which the exact day of infection is known. In this particular setting, based on nucleotide sequences from samples obtained in early infection, the Poisson method yielded more accurate, more precise, and unbiased estimates for the time of infection than did the explored implementations of BEAST.IMPORTANCE The inference of the time of infection is a critical parameter in testing the efficacy of clinical interventions in protecting against HIV-1 infection. For example, in clinical trials evaluating the efficacy of passively delivered antibodies (Abs) for preventing infections, accurate time of infection data are essential for discerning levels of the Abs required to confer protection, given the natural Ab decay rate in the human body. In such trials, genetic sequences from early in the infection are regularly sampled from study participants, generally prior to immune selection, when the viral population is still expanding and genetic diversity is low. In this particular setting of early viral growth, the Poisson method is superior to the alternative approach based on coalescent methods. This approach can also be applied in human vaccine trials, where accurate estimates of infection times help ascertain if vaccine-elicited immune protection wanes over time.
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Waters R, Ndengane M, Abrahams MR, Diedrich CR, Wilkinson RJ, Coussens AK. The Mtb-HIV syndemic interaction: why treating M. tuberculosis infection may be crucial for HIV-1 eradication. Future Virol 2020; 15:101-125. [PMID: 32273900 PMCID: PMC7132588 DOI: 10.2217/fvl-2019-0069] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Accelerated tuberculosis and AIDS progression seen in HIV-1 and Mycobacterium tuberculosis (Mtb)-coinfected individuals indicates the important interaction between these syndemic pathogens. The immunological interaction between HIV-1 and Mtb has been largely defined by how the virus exacerbates tuberculosis disease pathogenesis. Understanding of the mechanisms by which pre-existing or subsequent Mtb infection may favor the replication, persistence and progression of HIV, is less characterized. We present a rationale for the critical consideration of ‘latent’ Mtb infection in HIV-1 prevention and cure strategies. In support of this position, we review evidence of the effect of Mtb infection on HIV-1 acquisition, replication and persistence. We propose that ‘latent’ Mtb infection may have considerable impact on HIV-1 pathogenesis and the continuing HIV-1 epidemic in sub-Saharan Africa.
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Affiliation(s)
- Robyn Waters
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease & Molecular Medicine, University of Cape Town, Observatory 7925, WC, South Africa.,Department of Medicine, University of Cape Town, Observatory 7925, WC, South Africa
| | - Mthawelanga Ndengane
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease & Molecular Medicine, University of Cape Town, Observatory 7925, WC, South Africa.,Department of Pathology, University of Cape Town, Observatory 7925, WC, South Africa
| | - Melissa-Rose Abrahams
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease & Molecular Medicine, University of Cape Town, Observatory 7925, WC, South Africa.,Department of Pathology, University of Cape Town, Observatory 7925, WC, South Africa
| | - Collin R Diedrich
- Department of Pediatrics, Children's Hospital of Pittsburgh of the University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Robert J Wilkinson
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease & Molecular Medicine, University of Cape Town, Observatory 7925, WC, South Africa.,Department of Medicine, University of Cape Town, Observatory 7925, WC, South Africa.,Department of Infectious Diseases, Imperial College London, London W2 1PG, United Kingdom.,The Francis Crick Institute, London NW1 1AT, United Kingdom
| | - Anna K Coussens
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease & Molecular Medicine, University of Cape Town, Observatory 7925, WC, South Africa.,Department of Pathology, University of Cape Town, Observatory 7925, WC, South Africa.,Infectious Diseases and Immune Defence Division, The Walter & Eliza Hall Institute of Medical Research, Parkville 3279, VIC, Australia.,Division of Medical Biology, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Parkville 3279, VIC, Australia
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29
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Xu Y, Trumble IM, Warren JA, Clutton G, Abad-Fernandez M, Kirchnerr J, Adimora AA, Deeks SG, Margolis DM, Kuruc JD, Gay CL, Archin NM, Mollan KR, Hudgens M, Goonetilleke N. HIV-Specific T Cell Responses Are Highly Stable on Antiretroviral Therapy. Mol Ther Methods Clin Dev 2019; 15:9-17. [PMID: 31534983 PMCID: PMC6745511 DOI: 10.1016/j.omtm.2019.07.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 07/26/2019] [Indexed: 12/31/2022]
Abstract
HIV infection induces a robust T cell response that is sustained by high viremia, but falls following the onset of antiretroviral therapy (ART). Relatively little has been reported on the subsequent stability of the HIV-specific T cell response in individuals on durable therapy. Such data are critical for powering clinical trials testing T cell-based immunotherapies. In a cross-sectional study, HIV-specific T cell responses were detectable by ex vivo interferon (IFN)-γ ELISpot (average ∼1,100 spot-forming units [SFUs]/106 peripheral blood mononuclear cells) in persons living with HIV (PLWH; n = 34), despite median durable ART suppression of 5.0 years. No substantial association was detected between the summed HIV-specific T cell response and the size of the replication-competent HIV reservoir. T cell responses were next measured in participants sampled weekly, monthly, or yearly. HIV-specific T cell responses were highly stable over the time periods examined; within-individual variation ranged from 16% coefficient of variation (CV) for weekly to 27% CV for yearly sampling. These data were used to generate power calculations for future immunotherapy studies. The stability of the HIV-specific T cell response in suppressed PLWH will enable powered studies of small sizes (e.g., n = 6-12), facilitating rapid and iterative testing for T cell-based immunotherapies against HIV.
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Affiliation(s)
- Yinyan Xu
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Ilana M. Trumble
- Department of Biostatistics, UNC Chapel Hill, Chapel Hill, NC 27516, USA
| | - Joanna A. Warren
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Genevieve Clutton
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Maria Abad-Fernandez
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Jennifer Kirchnerr
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Adaora A. Adimora
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
- Department of Epidemiology, UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Steven G. Deeks
- Department of Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - David M. Margolis
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - JoAnn D. Kuruc
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Cynthia L. Gay
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Nancie M. Archin
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
| | - Katie R. Mollan
- Department of Epidemiology, UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Care Center, UNC Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michael Hudgens
- Department of Biostatistics, UNC Chapel Hill, Chapel Hill, NC 27516, USA
| | - Nilu Goonetilleke
- Department of Microbiology & Immunology, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
- School of Medicine and UNC HIV Cure Center, UNC Chapel Hill School of Medicine, Chapel Hill, NC 27599, USA
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30
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Wang C, Liu D, Zuo T, Hora B, Cai F, Ding H, Kappes J, Ochsenbauer C, Kong W, Yu X, Bhattacharya T, Perelson AS, Gao F. Accumulated mutations by 6 months of infection collectively render transmitted/founder HIV-1 significantly less fit. J Infect 2019; 80:210-218. [PMID: 31812703 DOI: 10.1016/j.jinf.2019.12.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 11/22/2019] [Accepted: 12/01/2019] [Indexed: 01/16/2023]
Abstract
OBJECTIVE Viral fitness plays an important role in HIV-1 evolution, transmission and pathogenesis. However, how mutations accumulated during early infection affect viral fitness has not been well studied. METHODS Paired infectious molecular clones (IMCs) for transmitted/founder (T/F) and 6-month (6-mo) viruses post infection were generated from 10 infected individuals to investigate the impact of accumulated mutations on viral fitness by comparing 6-mo viruses to their cognate T/F viruses. RESULTS All ten 6-mo viruses were less fit than their cognate T/F viruses. Moreover, the fitness losses of the 6-mo viruses correlated with the decrease in viral loads from the peak of viremia. CONCLUSION These results show that the mutations accumulated during half a year post infection collectively reduce viral fitness and thereby contribute to lowering viral loads.
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Affiliation(s)
- Chu Wang
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Donglai Liu
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA; Division of the Second in Vitro Diagnostic, National Institute for Food and Drug Control, Beijing 100050, China
| | - Tao Zuo
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Bhavna Hora
- Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Fangping Cai
- Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Haitao Ding
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - John Kappes
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Christina Ochsenbauer
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Wei Kong
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China
| | - Xianghui Yu
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China
| | - Tanmoy Bhattacharya
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Alan S Perelson
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Feng Gao
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA.
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31
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Naluyima P, Lal KG, Costanzo MC, Kijak GH, Gonzalez VD, Blom K, Eller LA, Creegan M, Hong T, Kim D, Quinn TC, Björkström NK, Ljunggren HG, Serwadda D, Katabira ET, Sewankambo NK, Gray RH, Baeten JM, Michael NL, Wabwire-Mangen F, Robb ML, Bolton DL, Sandberg JK, Eller MA. Terminal Effector CD8 T Cells Defined by an IKZF2 +IL-7R - Transcriptional Signature Express FcγRIIIA, Expand in HIV Infection, and Mediate Potent HIV-Specific Antibody-Dependent Cellular Cytotoxicity. THE JOURNAL OF IMMUNOLOGY 2019; 203:2210-2221. [PMID: 31519862 PMCID: PMC6778306 DOI: 10.4049/jimmunol.1900422] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 08/20/2019] [Indexed: 12/23/2022]
Abstract
Chronic HIV-1 is associated with increased levels of FcγRIIIA+ CD8 T cells. FcγRIIIA+ CD8 T cells display an innate transcriptomic profile akin to NK cells. ADCC is mediated by FcγRIIIA+ CD8 T cells at levels comparable with NK cells.
HIV-1 infection expands large populations of late-stage differentiated CD8 T cells that may persist long after viral escape from TCR recognition. In this study, we investigated whether such CD8 T cell populations can perform unconventional innate-like antiviral effector functions. Chronic untreated HIV-1 infection was associated with elevated numbers of CD45RA+CD57+ terminal effector CD8 T cells expressing FcγRIIIA (CD16). The FcγRIIIA+ CD8 T cells displayed a distinctive transcriptional profile between conventional CD8 T cells and NK cells, characterized by high levels of IKZF2 and low expression of IL7R. This transcriptional profile translated into a distinct NKp80+ IL-7Rα− surface phenotype with high expression of the Helios transcription factor. Interestingly, the FcγRIIIA+ CD8 T cells mediated HIV-specific Ab-dependent cellular cytotoxicity (ADCC) activity at levels comparable with NK cells on a per cell basis. The FcγRIIIA+ CD8 T cells were highly activated in a manner that correlated positively with expansion of the CD8 T cell compartment and with plasma levels of soluble mediators of antiviral immunity and inflammation such as IP-10, TNF, IL-6, and TNFRII. The frequency of FcγRIIIA+ CD8 T cells persisted as patients initiated suppressive antiretroviral therapy, although their activation levels declined. These data indicate that terminally differentiated effector CD8 T cells acquire enhanced innate cell-like characteristics during chronic viral infection and suggest that HIV-specific ADCC is a function CD8 T cells use to target HIV-infected cells. Furthermore, as the FcγRIIIA+ CD8 T cells persist in treatment, they contribute significantly to the ADCC-capable effector cell pool in patients on antiretroviral therapy.
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Affiliation(s)
- Prossy Naluyima
- Makerere University Walter Reed Project, Kampala, Uganda.,Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Kerri G Lal
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden.,U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Margaret C Costanzo
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Gustavo H Kijak
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Veronica D Gonzalez
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Kim Blom
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Leigh Anne Eller
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Matthew Creegan
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Ting Hong
- Department of Global Health, University of Washington School of Public Health, Seattle, WA 98195
| | - Dohoon Kim
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Thomas C Quinn
- Laboratory of Immunoregulation, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20852.,School of Medicine, Johns Hopkins University, Baltimore, MD 21205
| | - Niklas K Björkström
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Hans-Gustaf Ljunggren
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
| | - David Serwadda
- Rakai Health Sciences Program, Uganda Virus Research Institute, Entebbe, Uganda
| | - Elly T Katabira
- Faculty of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
| | - Nelson K Sewankambo
- Faculty of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
| | - Ronald H Gray
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205
| | - Jared M Baeten
- Department of Global Health, University of Washington School of Public Health, Seattle, WA 98195.,Department of Medicine, University of Washington School of Public Health, Seattle, WA 98195; and.,Department of Epidemiology, University of Washington School of Public Health, Seattle, WA 98195
| | - Nelson L Michael
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910
| | | | - Merlin L Robb
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Diane L Bolton
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
| | - Johan K Sandberg
- Center for Infectious Medicine, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Michael A Eller
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910; .,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD 20817
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32
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Boucau J, Le Gall S. Antigen processing and presentation in HIV infection. Mol Immunol 2019; 113:67-74. [PMID: 29636181 PMCID: PMC6174111 DOI: 10.1016/j.molimm.2018.03.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 01/09/2018] [Accepted: 03/29/2018] [Indexed: 12/11/2022]
Abstract
The presentation of virus-derived peptides by MHC molecules constitutes the earliest signals for immune recognition by T cells. In HIV infection, immune responses elicited during infection do not enable to clear infection and correlates of immune protection are not well defined. Here we review features of antigen processing and presentation specific to HIV, analyze how HIV has adapted to the antigen processing machinery and discuss how advances in biochemical and computational protein degradation analyses and in immunopeptidome definition may help identify targets for efficient immune clearance and vaccine immunogen design.
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Affiliation(s)
- Julie Boucau
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, United States
| | - Sylvie Le Gall
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, United States.
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33
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Identification of Immunodominant HIV-1 Epitopes Presented by HLA-C*12:02, a Protective Allele, Using an Immunopeptidomics Approach. J Virol 2019; 93:JVI.00634-19. [PMID: 31217245 PMCID: PMC6694829 DOI: 10.1128/jvi.00634-19] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 06/11/2019] [Indexed: 01/16/2023] Open
Abstract
Despite the fact that the cell surface expression level of HLA-C on both uninfected and HIV-infected cells is lower than those of HLA-A and -B, increasing evidence suggests an important role for HLA-C and HLA-C-restricted CD8+ T cell responses in determining the efficiency of viral control in HIV-1-infected individuals. Nonetheless, HLA-C-restricted T cell responses are much less well studied than HLA-A/B-restricted ones, and relatively few optimal HIV-1 CD8+ T cell epitopes restricted by HLA-C alleles have been defined. Recent improvements in the sensitivity of mass spectrometry (MS)-based approaches for profiling the immunopeptidome present an opportunity for epitope discovery on a large scale. Here, we employed an MS-based immunopeptidomic strategy to characterize HIV-1 peptides presented by a protective allele, HLA-C*12:02. We identified a total of 10,799 unique 8- to 12-mer peptides, including 15 HIV-1 peptides. The latter included 2 previously reported immunodominant HIV-1 epitopes, and analysis of T cell responses to the other HIV-1 peptides detected revealed an additional immunodominant epitope. These findings illustrate the utility of MS-based approaches for epitope definition and emphasize the capacity of HLA-C to present immunodominant T cell epitopes in HIV-infected individuals, indicating the importance of further evaluation of HLA-C-restricted responses to identify novel targets for HIV-1 prophylactic and therapeutic strategies.IMPORTANCE Mass spectrometry (MS)-based approaches are increasingly being employed for large-scale identification of HLA-bound peptides derived from pathogens, but only very limited profiling of the HIV-1 immunopeptidome has been conducted to date. Notably, a growing body of evidence has recently begun to indicate a protective role for HLA-C in HIV-1 infection, which may suggest that despite the fact that levels of HLA-C expression on both uninfected and HIV-1-infected cells are lower than those of HLA-A/B, HLA-C still presents epitopes to CD8+ T cells effectively. To explore this, we analyzed HLA-C*12:02-restricted HIV-1 peptides presented on HIV-1-infected cells expressing only HLA-C*12:02 (a protective allele) using liquid chromatography-tandem MS (LC-MS/MS). We identified a number of novel HLA-C*12:02-bound HIV-1 peptides and showed that although the majority of them did not elicit T cell responses during natural infection in a Japanese cohort, they included three immunodominant epitopes, emphasizing the contribution of HLA-C to epitope presentation on HIV-infected cells.
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34
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Barton JP, Rajkoomar E, Mann JK, Murakowski DK, Toyoda M, Mahiti M, Mwimanzi P, Ueno T, Chakraborty AK, Ndung'u T. Modelling and in vitro testing of the HIV-1 Nef fitness landscape. Virus Evol 2019; 5:vez029. [PMID: 31392033 PMCID: PMC6680064 DOI: 10.1093/ve/vez029] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
An effective vaccine is urgently required to curb the HIV-1 epidemic. We have previously described an approach to model the fitness landscape of several HIV-1 proteins, and have validated the results against experimental and clinical data. The fitness landscape may be used to identify mutation patterns harmful to virus viability, and consequently inform the design of immunogens that can target such regions for immunological control. Here we apply such an analysis and complementary experiments to HIV-1 Nef, a multifunctional protein which plays a key role in HIV-1 pathogenesis. We measured Nef-driven replication capacities as well as Nef-mediated CD4 and HLA-I down-modulation capacities of thirty-two different Nef mutants, and tested model predictions against these results. Furthermore, we evaluated the models using 448 patient-derived Nef sequences for which several Nef activities were previously measured. Model predictions correlated significantly with Nef-driven replication and CD4 down-modulation capacities, but not HLA-I down-modulation capacities, of the various Nef mutants. Similarly, in our analysis of patient-derived Nef sequences, CD4 down-modulation capacity correlated the most significantly with model predictions, suggesting that of the tested Nef functions, this is the most important in vivo. Overall, our results highlight how the fitness landscape inferred from patient-derived sequences captures, at least in part, the in vivo functional effects of mutations to Nef. However, the correlation between predictions of the fitness landscape and measured parameters of Nef function is not as accurate as the correlation observed in past studies for other proteins. This may be because of the additional complexity associated with inferring the cost of mutations on the diverse functions of Nef.
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Affiliation(s)
- John P Barton
- Departments of Chemical Engineering, Physics, and Chemistry, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, MA, USA
| | - Erasha Rajkoomar
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Jaclyn K Mann
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Dariusz K Murakowski
- Departments of Chemical Engineering, Physics, and Chemistry, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Mako Toyoda
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
| | | | | | - Takamasa Ueno
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan.,International Research Center for Medical Sciences (IRCMS), Kumamoto University, Kumamoto, Japan
| | - Arup K Chakraborty
- Departments of Chemical Engineering, Physics, and Chemistry, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, MA, USA
| | - Thumbi Ndung'u
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, MA, USA.,HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa.,Africa Health Research Institute, Durban, South Africa.,Max Planck Institute for Infection Biology, Chariteplatz, D-10117 Berlin, Germany
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35
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Abstract
A network analysis explains variability in immune control of HIV infection
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Affiliation(s)
- Andrew J McMichael
- Nuffield Department of Medicine, University of Oxford, NDM Research Building, Old Road Campus, Oxford OX3 7FZ, UK.
| | - Mary Carrington
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA.
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36
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IL-21 Expands HIV-1-Specific CD8 + T Memory Stem Cells to Suppress HIV-1 Replication In Vitro. J Immunol Res 2019; 2019:1801560. [PMID: 31183385 PMCID: PMC6515191 DOI: 10.1155/2019/1801560] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 10/16/2018] [Accepted: 03/27/2019] [Indexed: 01/05/2023] Open
Abstract
Due to the existence of viral reservoirs, the rebound of human immunodeficiency virus type 1 (HIV-1) viremia can occur within weeks after discontinuing combined antiretroviral therapy. Immunotherapy could potentially be applied to eradicate reactivated HIV-1 in latently infected CD4+ T lymphocytes. Although the existence of HIV-1-specific CD8+ T memory stem cells (TSCMs) is well established, there are currently no reports regarding methods using CD8+ TSCMs to treat HIV-1 infection. In this study, we quantified peripheral blood antigen-specific CD8+ TSCMs and then expanded HIV-1-specific TSCMs that targeted optimal antigen epitopes (SL9, IL9, and TL9) in the presence of interleukin- (IL-) 21 or IL-15. The suppressive capacity of the expanded CD8+ TSCMs on HIV-1 production was measured by assessing cell-associated viral RNA and performing viral outgrowth assays. We found that the number of unmutated TL9-specific CD8+ TSCMs positively correlated with the abundance of CD4+ T cells and that the expression of IFN-γ was higher in TL9-specific CD8+ TSCMs than that in non-TL9-specific CD8+ TSCMs. Moreover, the antiviral capacities of IL-21-stimulated CD8+ TSCMs exceeded those of conventional CD8+ memory T cells and IL-15-stimulated CD8+ TSCMs. Thus, we demonstrated that IL-21 could efficiently expand HIV-1-specific CD8+ TSCMs to suppress HIV-1 replication. Our study provides new insight into the function of IL-21 in the in vitro suppression of HIV-1 replication.
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37
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Yang Y, Ganusov VV. Defining Kinetic Properties of HIV-Specific CD8⁺ T-Cell Responses in Acute Infection. Microorganisms 2019; 7:E69. [PMID: 30836625 PMCID: PMC6462943 DOI: 10.3390/microorganisms7030069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Revised: 02/22/2019] [Accepted: 02/24/2019] [Indexed: 12/14/2022] Open
Abstract
Multiple lines of evidence indicate that CD8 + T cells are important in the control of HIV-1 (HIV) replication. However, CD8 + T cells induced by natural infection cannot eliminate the virus or reduce viral loads to acceptably low levels in most infected individuals. Understanding the basic quantitative features of CD8 + T-cell responses induced during HIV infection may therefore inform us about the limits that HIV vaccines, which aim to induce protective CD8 + T-cell responses, must exceed. Using previously published experimental data from a cohort of HIV-infected individuals with sampling times from acute to chronic infection we defined the quantitative properties of CD8 + T-cell responses to the whole HIV proteome. In contrast with a commonly held view, we found that the relative number of HIV-specific CD8 + T-cell responses (response breadth) changed little over the course of infection (first 400 days post-infection), with moderate but statistically significant changes occurring only during the first 35 symptomatic days. This challenges the idea that a change in the T-cell response breadth over time is responsible for the slow speed of viral escape from CD8 + T cells in the chronic infection. The breadth of HIV-specific CD8 + T-cell responses was not correlated with the average viral load for our small cohort of patients. Metrics of relative immunodominance of HIV-specific CD8 + T-cell responses such as Shannon entropy or the Evenness index were also not significantly correlated with the average viral load. Our mathematical-model-driven analysis suggested extremely slow expansion kinetics for the majority of HIV-specific CD8 + T-cell responses and the presence of intra- and interclonal competition between multiple CD8 + T-cell responses; such competition may limit the magnitude of CD8 + T-cell responses, specific to different epitopes, and the overall number of T-cell responses induced by vaccination. Further understanding of mechanisms underlying interactions between the virus and virus-specific CD8 + T-cell response will be instrumental in determining which T-cell-based vaccines will induce T-cell responses providing durable protection against HIV infection.
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Affiliation(s)
- Yiding Yang
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996, USA.
| | - Vitaly V Ganusov
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996, USA.
- National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, TN 37996, USA.
- Department of Mathematics, University of Tennessee, Knoxville, TN 37996, USA.
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38
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Warren JA, Clutton G, Goonetilleke N. Harnessing CD8 + T Cells Under HIV Antiretroviral Therapy. Front Immunol 2019; 10:291. [PMID: 30863403 PMCID: PMC6400228 DOI: 10.3389/fimmu.2019.00291] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 02/04/2019] [Indexed: 12/16/2022] Open
Abstract
Antiretroviral therapy (ART) has transformed HIV from a fatal disease to a chronic condition. In recent years there has been considerable interest in strategies to enable HIV-infected individuals to cease ART without viral rebound, either by purging all cells infected harboring replication-competent virus (HIV eradication), or by boosting immune responses to allow durable suppression of virus without rebound (HIV remission). Both of these approaches may need to harness HIV-specific CD8+ T cells to eliminate infected cells and/or prevent viral spread. In untreated infection, both HIV-specific and total CD8+ T cells are dysfunctional. Here, we review our current understanding of both global and HIV-specific CD8+ T cell immunity in HIV-infected individuals with durably suppressed viral load under ART, and its implications for HIV cure, eradication or remission. Overall, the literature indicates significant normalization of global T cell parameters, including CD4/8 ratio, activation status, and telomere length. Global characteristics of CD8+ T cells from HIV+ART+ individuals align more closely with those of HIV-seronegative individuals than of viremic HIV-infected individuals. However, markers of senescence remain elevated, leading to the hypothesis that immune aging is accelerated in HIV-infected individuals on ART. This phenomenon could have implications for attempts to prime de novo, or boost existing HIV-specific CD8+ T cell responses. A major challenge for both HIV cure and remission strategies is to elicit HIV-specific CD8+ T cell responses superior to that elicited by natural infection in terms of response kinetics, magnitude, breadth, viral suppressive capacity, and tissue localization. Addressing these issues will be critical to the success of HIV cure and remission attempts.
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Affiliation(s)
- Joanna A Warren
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, United States
| | - Genevieve Clutton
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, United States
| | - Nilu Goonetilleke
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, NC, United States
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39
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Chen L, Zhang Y, Zhang S, Chen Y, Shu X, Lai J, Cao H, Lian Y, Stamataki Z, Huang Y. A novel T-cell epitope in the transmembrane region of the hepatitis B virus envelope protein responds upon dendritic cell expansion. Arch Virol 2018; 164:483-495. [PMID: 30415392 PMCID: PMC6373280 DOI: 10.1007/s00705-018-4095-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 10/21/2018] [Indexed: 12/17/2022]
Abstract
Restoring antiviral immunity is a promising immunotherapeutic approach to the treatment of chronic hepatitis B virus (HBV) infection. Dendritic cells play a crucial role in triggering antiviral immunity. In this study, we identified immunodominant epitopes prevalent in CD8+ T cell responses. We characterized the hierarchy of HBV epitopes targeted by CD8+ T cells following autologous monocyte-derived dendritic cell (moDC) expansion in HBV-infected subjects with distinct disease stages: treatment-naïve (TN group, n = 168), treatment with complete virological response (TR group, n = 72), and resolved HBV infection (RS group, n = 28). T cell responses against 32 HBV epitopes were measured upon moDC expansion. Several subdominant epitopes that triggered HBV-specific CD8+ T cell responses were identified. These epitopes’ responses varied in individuals with different disease stages. Moreover, the most immunodominant and immunoprevalent epitope included the envelope residues 256-270 (Env256-270), corresponding to amino acid residues 93-107 in the small HBV surface protein (SHBs) across three patient groups. The frequency of Env256-270-specific interferon-γ-producing T cells was the highest in the RS group and the lowest in the TN group. In addition, individuals with HLA-A*02:03/02:06/02:07 were capable of responding to Env256-270. Env256-270-specific CD8+ T cells tolerated amino acid variations within the epitope detected in HBV genotypes B and C. This suggests that Env256-270 in SHBs is crucial in HBV-specific T cell immunity following autologous moDC expansion. It might be a potential target epitope for dendritic-cell-based immunotherapy for CHB patients with complete viral suppression by long-term NAs treatment.
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Affiliation(s)
- Lubiao Chen
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Ying Zhang
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Shaoquan Zhang
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Youming Chen
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Xin Shu
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Jing Lai
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Hong Cao
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Yifan Lian
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zania Stamataki
- National Institute for Health Research Birmingham Liver Biomedical Research Unit, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Yuehua Huang
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China.
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
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40
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Peng BJ, Carlson JM, Liu MKP, Gao F, Goonetilleke N, McMichael AJ, Borrow P, Gilmour J, Heath SL, Hunter E, Bansal A, Goepfert PA. Antisense-Derived HIV-1 Cryptic Epitopes Are Not Major Drivers of Viral Evolution during the Acute Phase of Infection. J Virol 2018; 92:e00711-18. [PMID: 30021907 PMCID: PMC6146806 DOI: 10.1128/jvi.00711-18] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 07/07/2018] [Indexed: 01/31/2023] Open
Abstract
While prior studies have demonstrated that CD8 T cell responses to cryptic epitopes (CE) are readily detectable during HIV-1 infection, their ability to drive escape mutations following acute infection is unknown. We predicted 66 CE in a Zambian acute infection cohort based on escape mutations occurring within or near the putatively predicted HLA-I-restricted epitopes. The CE were evaluated for CD8 T cell responses for patients with chronic and acute HIV infections. Of the 66 predicted CE, 10 were recognized in 8/32 and 4/11 patients with chronic and acute infections, respectively. The immunogenic CE were all derived from a single antisense reading frame within pol However, when these CE were tested using longitudinal study samples, CE-specific T cell responses were detected but did not consistently select for viral escape mutations. Thus, while we demonstrated that CE are immunogenic in acute infection, the immune responses to CE are not major drivers of viral escape in the initial stages of HIV infection. The latter finding may be due to either the subdominant nature of CE-specific responses, the low antigen sensitivity, or the magnitude of CE responses during acute infections.IMPORTANCE Although prior studies demonstrated that cryptic epitopes of HIV-1 induce CD8 T cell responses, evidence that targeting these epitopes drives HIV escape mutations has been substantially limited, and no studies have addressed this question following acute infection. In this comprehensive study, we utilized longitudinal viral sequencing data obtained from three separate acute infection cohorts to predict potential cryptic epitopes based on HLA-I-associated viral escape. Our data show that cryptic epitopes are immunogenic during acute infection and that many of the responses they elicit are toward translation products of HIV-1 antisense reading frames. However, despite cryptic epitope targeting, our study did not find any evidence of early CD8-mediated immune escape. Nevertheless, improving cryptic epitope-specific CD8 T cell responses may still be beneficial in both preventative and therapeutic HIV-1 vaccines.
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Affiliation(s)
- Binghao J Peng
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | | | - Michael K P Liu
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Feng Gao
- Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, USA
| | - Nilu Goonetilleke
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Andrew J McMichael
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Persephone Borrow
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Jill Gilmour
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Sonya L Heath
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Eric Hunter
- Emory Vaccine Center at Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia, USA
| | - Anju Bansal
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Paul A Goepfert
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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41
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Pol-Driven Replicative Capacity Impacts Disease Progression in HIV-1 Subtype C Infection. J Virol 2018; 92:JVI.00811-18. [PMID: 29997209 DOI: 10.1128/jvi.00811-18] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 06/20/2018] [Indexed: 01/31/2023] Open
Abstract
CD8+ T cell-mediated escape mutations in Gag can reduce HIV-1 replication capacity (RC) and alter disease progression, but less is known about immune-mediated attenuation in other HIV-1 proteins. We generated 487 recombinant viruses encoding RT-integrase from individuals with chronic (n = 406) and recent (n = 81) HIV-1 subtype C infection and measured their in vitro RC using a green fluorescent protein (GFP) reporter T cell assay. In recently infected individuals, reverse transcriptase (RT)-integrase-driven RC correlated significantly with viral load set point (r = 0.25; P = 0.03) and CD4+ T cell decline (P = 0.013). Moreover, significant associations between RT integrase-driven RC and viral load (r = 0.28; P < 0.0001) and CD4+ T cell count (r = -0.29; P < 0.0001) remained in chronic infection. In early HIV infection, host expression of the protective HLA-B*81 allele was associated with lower RC (P = 0.05), as was expression of HLA-B*07 (P = 0.02), suggesting early immune-driven attenuation of RT-integrase by these alleles. In chronic infection, HLA-A*30:09 (in linkage disequilibrium with HLA-B*81) was significantly associated with lower RC (P = 0.05), and all 6 HLA-B alleles with the lowest RC measurements represented protective alleles, consistent with long-term effects of host immune pressures on lowering RT-integrase RC. The polymorphisms V241I, I257V, P272K, and E297K in reverse transcriptase and I201V in integrase, all relatively uncommon polymorphisms occurring in or adjacent to optimally described HLA-restricted cytotoxic T-lymphocyte epitopes, were associated with reduced RC. Together, our data suggest that RT-integrase-driven RC is clinically relevant and provide evidence that immune-driven selection of mutations in RT-integrase can compromise RC.IMPORTANCE Identification of viral mutations that compromise HIV's ability to replicate may aid rational vaccine design. However, while certain escape mutations in Gag have been shown to reduce HIV replication and influence clinical progression, less is known about the consequences of mutations that naturally arise in other HIV proteins. Pol is a highly conserved protein, but the impact of Pol function on HIV disease progression is not well defined. Here, we generated recombinant viruses using the RT-integrase region of Pol derived from HIV-1C-infected individuals with recent and chronic infection and measured their ability to replicate in vitro We demonstrate that RT-integrase-driven replication ability significantly impacts HIV disease progression. We further show evidence of immune-mediated attenuation in RT-integrase and identify specific polymorphisms in RT-integrase that significantly decrease HIV-1 replication ability, suggesting which Pol epitopes could be explored in vaccine development.
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42
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McMichael AJ. Is a Human CD8 T-Cell Vaccine Possible, and if So, What Would It Take? Could a CD8 + T-Cell Vaccine Prevent Persistent HIV Infection? Cold Spring Harb Perspect Biol 2018; 10:cshperspect.a029124. [PMID: 29254977 DOI: 10.1101/cshperspect.a029124] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Vaccines that stimulate CD8+ T cells could clear early virus infection or control ongoing infection and prevent disease. This could be valuable to combat human immunodeficiency virus type 1 (HIV-1) where it has not yet been possible to generate broadly reacting neutralizing antibodies with a vaccine. However, HIV-1 vaccines aimed at stimulating CD8+ T cells have had no success. In contrast, a cytomegalovirus vectored simian immunodeficiency virus (SIV) vaccine enabled clearance of early SIV infection. This may open the door to the design of an effective HIV vaccine.
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Affiliation(s)
- Andrew J McMichael
- Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, United Kingdom
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43
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Kim J, De La Cruz J, Lam K, Ng H, Daar ES, Balamurugan A, Yang OO. CD8 + Cytotoxic T Lymphocyte Responses and Viral Epitope Escape in Acute HIV-1 Infection. Viral Immunol 2018; 31:525-536. [PMID: 30059271 DOI: 10.1089/vim.2018.0040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Epitope escape from HIV-1-targeted CD8+ cytotoxic T lymphocyte (CTL) responses occurs rapidly after acute infection and contributes to the eventual failure of effective immune control of HIV-1 infection. Because the early CTL response is key in determining HIV-1 disease outcome, studying the process of epitope escape is crucial for understanding what leads to failure of immune control in acute HIV-1 infection and will provide important implications for HIV-1 vaccine design. HIV-1-specific CD8+ T lymphocyte responses against viral epitopes were mapped in six acutely infected individuals, and the magnitudes of these responses were measured longitudinally during acute infection. The evolution of autologous circulating viral epitopes was determined in four of these subjects. In-depth testing of CD8+ T lymphocyte responses against index and all autologous-detected variant epitopes was performed in one subject. Among the four individuals examined, 10 of a total of 35 CD8+ T cell responses within Gag, Pol, and Nef showed evidence of epitope escape. CTL responses with viral epitope variant evolution were shown in one subject, and this evolution occurred with and without measurable CTL responses against epitope variants. These results demonstrate a dynamic period of viral epitope evolution in early HIV-1 infection due to CD8+ CTL response pressure.
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Affiliation(s)
- Joseph Kim
- 1 Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California , Los Angeles, California
| | - Justin De La Cruz
- 1 Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California , Los Angeles, California
| | - Karen Lam
- 2 Department of Microbiology, Immunology, and Molecular Genetics, University of California , Los Angeles, California
| | - Hwee Ng
- 1 Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California , Los Angeles, California
| | - Eric S Daar
- 3 Los Angeles Biomedical Research Institute , Harbor-UCLA Medical Center, Torrance, California
| | - Arumugam Balamurugan
- 1 Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California , Los Angeles, California
| | - Otto O Yang
- 1 Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, University of California , Los Angeles, California.,2 Department of Microbiology, Immunology, and Molecular Genetics, University of California , Los Angeles, California.,4 AIDS Healthcare Foundation , Los Angeles, California
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44
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Song H, Giorgi EE, Ganusov VV, Cai F, Athreya G, Yoon H, Carja O, Hora B, Hraber P, Romero-Severson E, Jiang C, Li X, Wang S, Li H, Salazar-Gonzalez JF, Salazar MG, Goonetilleke N, Keele BF, Montefiori DC, Cohen MS, Shaw GM, Hahn BH, McMichael AJ, Haynes BF, Korber B, Bhattacharya T, Gao F. Tracking HIV-1 recombination to resolve its contribution to HIV-1 evolution in natural infection. Nat Commun 2018; 9:1928. [PMID: 29765018 PMCID: PMC5954121 DOI: 10.1038/s41467-018-04217-5] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 04/10/2018] [Indexed: 11/29/2022] Open
Abstract
Recombination in HIV-1 is well documented, but its importance in the low-diversity setting of within-host diversification is less understood. Here we develop a novel computational tool (RAPR (Recombination Analysis PRogram)) to enable a detailed view of in vivo viral recombination during early infection, and we apply it to near-full-length HIV-1 genome sequences from longitudinal samples. Recombinant genomes rapidly replace transmitted/founder (T/F) lineages, with a median half-time of 27 days, increasing the genetic complexity of the viral population. We identify recombination hot and cold spots that differ from those observed in inter-subtype recombinants. Furthermore, RAPR analysis of longitudinal samples from an individual with well-characterized neutralizing antibody responses shows that recombination helps carry forward resistance-conferring mutations in the diversifying quasispecies. These findings provide insight into molecular mechanisms by which viral recombination contributes to HIV-1 persistence and immunopathogenesis and have implications for studies of HIV transmission and evolution in vivo.
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Affiliation(s)
- Hongshuo Song
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
- United States Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, 20910, USA
| | - Elena E Giorgi
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, 87544, USA
| | - Vitaly V Ganusov
- Department of Microbiology, University of Tennessee, Knoxville, TN, 37996, USA
| | - Fangping Cai
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Gayathri Athreya
- Office for Research & Discovery, University of Arizona, Tucson, AZ, 85721, USA
| | - Hyejin Yoon
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, 87544, USA
| | - Oana Carja
- Department of Biology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Bhavna Hora
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Peter Hraber
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, 87544, USA
| | | | - Chunlai Jiang
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
- National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, Jilin, 130012, China
| | - Xiaojun Li
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Shuyi Wang
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Hui Li
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jesus F Salazar-Gonzalez
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
- MRC/UVRI and LSHTM Uganda Research Unit, Plot 51-57, Nakiwogo Road, Entebbe, Uganda
| | - Maria G Salazar
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35294, USA
| | - Nilu Goonetilleke
- Departments of Microbiology and Immunology & Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Brandon F Keele
- AIDS and Cancer Virus Program, Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
| | - David C Montefiori
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Myron S Cohen
- Departments of Microbiology and Immunology & Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - George M Shaw
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Microbiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Beatrice H Hahn
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Microbiology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Andrew J McMichael
- Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, OX3 9DS, UK
| | - Barton F Haynes
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Bette Korber
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, 87544, USA
| | - Tanmoy Bhattacharya
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, 87544, USA
- Santa Fe Institute, Santa Fe, NM, 87501, USA
| | - Feng Gao
- Duke Human Vaccine Institute and Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA.
- National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, Jilin, 130012, China.
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45
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Patel S, Chorvinsky E, Albihani S, Cruz CR, Jones RB, Shpall EJ, Margolis DM, Ambinder RF, Bollard CM. HIV-Specific T Cells Generated from Naive T Cells Suppress HIV In Vitro and Recognize Wide Epitope Breadths. Mol Ther 2018; 26:1435-1446. [PMID: 29724686 DOI: 10.1016/j.ymthe.2018.04.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 04/02/2018] [Accepted: 04/05/2018] [Indexed: 10/17/2022] Open
Abstract
The Berlin Patient represents the first and only functional HIV cure achieved by hematopoietic stem cell transplant (HSCT). In subsequent efforts to replicate this result, HIV rebounded post-HSCT after withdrawal of antiretroviral therapy. Providing HIV-specific immunity through adoptive T cell therapy may prevent HIV rebound post-HSCT by eliminating newly infected cells before they can seed systemic infection. Adoptive T cell therapy has demonstrated success in boosting Epstein-Barr virus and cytomegalovirus-specific immunity post-HSCT, controlling viral reactivation. However, T cell immunotherapies to boost HIV-specific immunity have been limited by single-epitope specificity and minimal persistence or efficacy in vivo. To improve this strategy, we sought to generate allogeneic HIV-specific T cells from human leukocyte antigen (HLA)-A02+ HIV-negative adult or cord blood donors. We focused on HLA-A02+ donors due to well-characterized epitope restrictions observed in HIV+ populations. We show that multi-antigen HIV-specific T cells can be generated from naive T cells of both cord blood and adults using a reproducible good manufacturing practice (GMP)-grade protocol. This product lysed antigen-pulsed targets and suppressed active HIV in vitro. Interestingly, these cells displayed broad epitope recognition despite lacking recognition of the common HLA-A02-restricted HIV epitope Gag SL9. This first demonstration of functional multi-antigen HIV-specific T cells has implications for improving treatment of HIV through allogeneic HSCT.
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Affiliation(s)
- Shabnum Patel
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC 20010, USA; Cancer Center, Department of Pediatrics, The George Washington University, Washington, DC 20037, USA
| | - Elizabeth Chorvinsky
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC 20010, USA
| | - Shuroug Albihani
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC 20010, USA
| | - Conrad Russell Cruz
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC 20010, USA; Cancer Center, Department of Pediatrics, The George Washington University, Washington, DC 20037, USA
| | - R Brad Jones
- Department of Microbiology, Immunology, and Tropical Medicine, The George Washington University, Washington, DC 20037, USA
| | - Elizabeth J Shpall
- Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - David M Margolis
- University of North Carolina HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Richard F Ambinder
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Catherine M Bollard
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC 20010, USA; Cancer Center, Department of Pediatrics, The George Washington University, Washington, DC 20037, USA.
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Analysis of HIV-1 envelope evolution suggests antibody-mediated selection of common epitopes among Chinese former plasma donors from a narrow-source outbreak. Sci Rep 2018; 8:5743. [PMID: 29636501 PMCID: PMC5893620 DOI: 10.1038/s41598-018-23913-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 03/20/2018] [Indexed: 12/31/2022] Open
Abstract
The HIV-1 envelope mutates rapidly to evade recognition and killing, and is a major target of humoral immune responses and vaccine development. Identification of common epitopes for vaccine development have been complicated by genetic variation on both virus and host levels. We studied HIV-1 envelope gp120 evolution in 12 Chinese former plasma donors infected with a purportedly single founder virus, with the aim of identifying common antibody epitopes under immune selection. We found five amino acid sites under significant positive selection in ≥50% of the study participants, and 22 sites consistent with antibody-mediated selection. Despite strong selection pressure, some sites housed a limited repertoire of amino acids. Structural modelling revealed that most of the variable amino acid sites were located on the exposed distal edge of the Gp120 trimer, whilst invariant sites clustered within the centre of the protein complex. Two sites, flanking the V3 hypervariable loop, represent novel antibody sites. Analysis of HIV-1 evolution in hosts infected with a narrow-source virus may provide insight and novel understanding of common epitopes under antibody-mediated selection. If verified in functional studies, such epitopes could be suitable as targets in vaccine development.
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Ganusov VV. Time Intervals in Sequence Sampling, Not Data Modifications, Have a Major Impact on Estimates of HIV Escape Rates. Viruses 2018; 10:v10030099. [PMID: 29495443 PMCID: PMC5869492 DOI: 10.3390/v10030099] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 02/20/2018] [Accepted: 02/22/2018] [Indexed: 12/31/2022] Open
Abstract
The ability of human immunodeficiency virus (HIV) to avoid recognition by humoral and cellular immunity (viral escape) is well-documented, but the strength of the immune response needed to cause such a viral escape remains poorly quantified. Several previous studies observed a more rapid escape of HIV from CD8 T cell responses in the acute phase of infection compared to chronic infection. The rate of HIV escape was estimated with the help of simple mathematical models, and results were interpreted to suggest that CD8 T cell responses causing escape in acute HIV infection may be more efficient at killing virus-infected cells than responses that cause escape in chronic infection, or alternatively, that early escapes occur in epitopes mutations in which there is minimal fitness cost to the virus. However, these conclusions were challenged on several grounds, including linkage and interference of multiple escape mutations due to a low population size and because of potential issues associated with modifying the data to estimate escape rates. Here we use a sampling method which does not require data modification to show that previous results on the decline of the viral escape rate with time since infection remain unchanged. However, using this method we also show that estimates of the escape rate are highly sensitive to the time interval between measurements, with longer intervals biasing estimates of the escape rate downwards. Our results thus suggest that data modifications for early and late escapes were not the primary reason for the observed decline in the escape rate with time since infection. However, longer sampling periods for escapes in chronic infection strongly influence estimates of the escape rate. More frequent sampling of viral sequences in chronic infection may improve our understanding of factors influencing the rate of HIV escape from CD8 T cell responses.
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Affiliation(s)
- Vitaly V Ganusov
- Department of Microbiology, University of Tennessee, Knoxville, TN 37996, USA.
- Department of Mathematics, University of Tennessee, Knoxville, TN 37996, USA.
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48
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Dynamics of virus and immune response in multi-epitope network. J Math Biol 2018; 77:1833-1870. [PMID: 29476197 DOI: 10.1007/s00285-018-1224-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 02/08/2018] [Indexed: 12/12/2022]
Abstract
The host immune response can often efficiently suppress a virus infection, which may lead to selection for immune-resistant viral variants within the host. For example, during HIV infection, an array of CTL immune response populations recognize specific epitopes (viral proteins) presented on the surface of infected cells to effectively mediate their killing. However HIV can rapidly evolve resistance to CTL attack at different epitopes, inducing a dynamic network of interacting viral and immune response variants. We consider models for the network of virus and immune response populations, consisting of Lotka-Volterra-like systems of ordinary differential equations. Stability of feasible equilibria and corresponding uniform persistence of distinct variants are characterized via a Lyapunov function. We specialize the model to a "binary sequence" setting, where for n epitopes there can be [Formula: see text] distinct viral variants mapped on a hypercube graph. The dynamics in several cases are analyzed and sharp polychotomies are derived characterizing persistent variants. In particular, we prove that if the viral fitness costs for gaining resistance to each epitope are equal, then the system of [Formula: see text] virus strains converges to a "perfectly nested network" with less than or equal to [Formula: see text] persistent virus strains. Overall, our results suggest that immunodominance, i.e. relative strength of immune response to an epitope, is the most important factor determining the persistent network structure.
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49
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Adland E, Hill M, Lavandier N, Csala A, Edwards A, Chen F, Radkowski M, Kowalska JD, Paraskevis D, Hatzakis A, Valenzuela-Ponce H, Pfafferott K, Williams I, Pellegrino P, Borrow P, Mori M, Rockstroh J, Prado JG, Mothe B, Dalmau J, Martinez-Picado J, Tudor-Williams G, Frater J, Stryhn A, Buus S, Teran GR, Mallal S, John M, Buchbinder S, Kirk G, Martin J, Michael N, Fellay J, Deeks S, Walker B, Avila-Rios S, Cole D, Brander C, Carrington M, Goulder P. Differential Immunodominance Hierarchy of CD8 + T-Cell Responses in HLA-B*27:05- and -B*27:02-Mediated Control of HIV-1 Infection. J Virol 2018; 92:e01685-17. [PMID: 29167337 PMCID: PMC5790925 DOI: 10.1128/jvi.01685-17] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 11/03/2017] [Indexed: 11/22/2022] Open
Abstract
The well-characterized association between HLA-B*27:05 and protection against HIV disease progression has been linked to immunodominant HLA-B*27:05-restricted CD8+ T-cell responses toward the conserved Gag KK10 (residues 263 to 272) and polymerase (Pol) KY9 (residues 901 to 909) epitopes. We studied the impact of the 3 amino acid differences between HLA-B*27:05 and the closely related HLA-B*27:02 on the HIV-specific CD8+ T-cell response hierarchy and on immune control of HIV. Genetic epidemiological data indicate that both HLA-B*27:02 and HLA-B*27:05 are associated with slower disease progression and lower viral loads. The effect of HLA-B*27:02 appeared to be consistently stronger than that of HLA-B*27:05. In contrast to HLA-B*27:05, the immunodominant HIV-specific HLA-B*27:02-restricted CD8+ T-cell response is to a Nef epitope (residues 142 to 150 [VW9]), with Pol KY9 subdominant and Gag KK10 further subdominant. This selection was driven by structural differences in the F pocket, mediated by a polymorphism between these two HLA alleles at position 81. Analysis of autologous virus sequences showed that in HLA-B*27:02-positive subjects, all three of these CD8+ T-cell responses impose selection pressure on the virus, whereas in HLA-B*27:05-positive subjects, there is no Nef VW9-mediated selection pressure. These studies demonstrate that HLA-B*27:02 mediates protection against HIV disease progression that is at least as strong as or stronger than that mediated by HLA-B*27:05. In combination with the protective Gag KK10 and Pol KY9 CD8+ T-cell responses that dominate HIV-specific CD8+ T-cell activity in HLA-B*27:05-positive subjects, a Nef VW9-specific response is additionally present and immunodominant in HLA-B*27:02-positive subjects, mediated through a polymorphism at residue 81 in the F pocket, that contributes to selection pressure against HIV.IMPORTANCE CD8+ T cells play a central role in successful control of HIV infection and have the potential also to mediate the eradication of viral reservoirs of infection. The principal means by which protective HLA class I molecules, such as HLA-B*27:05 and HLA-B*57:01, slow HIV disease progression is believed to be via the particular HIV-specific CD8+ T cell responses restricted by those alleles. We focus here on HLA-B*27:05, one of the best-characterized protective HLA molecules, and the closely related HLA-B*27:02, which differs by only 3 amino acids and which has not been well studied in relation to control of HIV infection. We show that HLA-B*27:02 is also protective against HIV disease progression, but the CD8+ T-cell immunodominance hierarchy of HLA-B*27:02 differs strikingly from that of HLA-B*27:05. These findings indicate that the immunodominant HLA-B*27:02-restricted Nef response adds to protection mediated by the Gag and Pol specificities that dominate anti-HIV CD8+ T-cell activity in HLA-B*27:05-positive subjects.
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Affiliation(s)
- Emily Adland
- Department of Paediatrics, University of Oxford, United Kingdom
| | - Matilda Hill
- Department of Paediatrics, University of Oxford, United Kingdom
| | - Nora Lavandier
- Department of Paediatrics, University of Oxford, United Kingdom
| | - Anna Csala
- Department of Paediatrics, University of Oxford, United Kingdom
| | - Anne Edwards
- Department of GU Medicine, The Churchill Hospital, Oxford University NHS Foundation Trust, Oxford, United Kingdom
| | - Fabian Chen
- Department of Sexual Health, Royal Berkshire Hospital, Reading, United Kingdom
| | - Marek Radkowski
- Department of Immunopathology of Infectious and Parasitic Diseases, Hospital for Infectious Diseases, Medical University of Warsaw, Warsaw, Poland
| | - Justyna D Kowalska
- Department of Immunopathology of Infectious and Parasitic Diseases, Hospital for Infectious Diseases, Medical University of Warsaw, Warsaw, Poland
| | | | - Angelos Hatzakis
- Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Humberto Valenzuela-Ponce
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - Katja Pfafferott
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Ian Williams
- Centre for Sexual Health and HIV Research, Mortimer Market Centre, London, United Kingdom
| | - Pierre Pellegrino
- Centre for Sexual Health and HIV Research, Mortimer Market Centre, London, United Kingdom
| | - Persephone Borrow
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Masahiko Mori
- Department of Paediatrics, University of Oxford, United Kingdom
| | - Jürgen Rockstroh
- Department of Medicine I, University Hospital Bonn, Bonn, Germany
| | - Julia G Prado
- AIDS Research Institute IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Universitat Autònoma de Barcelona, Badalona, Spain
| | - Beatriz Mothe
- AIDS Research Institute IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Universitat Autònoma de Barcelona, Badalona, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Barcelona, Spain
| | - Judith Dalmau
- AIDS Research Institute IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Universitat Autònoma de Barcelona, Badalona, Spain
| | - Javier Martinez-Picado
- AIDS Research Institute IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Universitat Autònoma de Barcelona, Badalona, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | | | - John Frater
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- Oxford Martin School, University of Oxford, Oxford, United Kingdom
| | - Anette Stryhn
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Soren Buus
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Gustavo Reyes Teran
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - Simon Mallal
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Mina John
- Institute of Immunology and Infectious Diseases, Murdoch University, Perth, Australia
| | - Susan Buchbinder
- San Francisco Department of Public Health, HIV Research Section, San Francisco, California, USA
| | - Gregory Kirk
- Department of Epidemiology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jeffrey Martin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Nelson Michael
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | | | - Steve Deeks
- San Francisco Department of Public Health, HIV Research Section, San Francisco, California, USA
| | - Bruce Walker
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, USA
| | - Santiago Avila-Rios
- Centre for Research in Infectious Diseases, National Institute of Respiratory Diseases, Mexico City, Mexico
| | - David Cole
- Cardiff University School of Medicine, Heath Park, Cardiff, United Kingdom
- Immunocore Limited, Abingdon, Oxfordshire, United Kingdom
| | - Christian Brander
- AIDS Research Institute IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Universitat Autònoma de Barcelona, Badalona, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Vic, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Boston, Massachusetts, USA
- Cancer and Inflammation Program, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, Maryland, USA
| | - Philip Goulder
- Department of Paediatrics, University of Oxford, United Kingdom
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50
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Yang Y, Ganusov VV. Kinetics of HIV-Specific CTL Responses Plays a Minimal Role in Determining HIV Escape Dynamics. Front Immunol 2018; 9:140. [PMID: 29472921 PMCID: PMC5810297 DOI: 10.3389/fimmu.2018.00140] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 01/16/2018] [Indexed: 11/13/2022] Open
Abstract
Cytotoxic T lymphocytes (CTLs) have been suggested to play an important role in controlling human immunodeficiency virus (HIV-1 or simply HIV) infection. HIV, due to its high mutation rate, can evade recognition of T cell responses by generating escape variants that cannot be recognized by HIV-specific CTLs. Although HIV escape from CTL responses has been well documented, factors contributing to the timing and the rate of viral escape from T cells have not been fully elucidated. Fitness costs associated with escape and magnitude of the epitope-specific T cell response are generally considered to be the key in determining timing of HIV escape. Several previous analyses generally ignored the kinetics of T cell responses in predicting viral escape by either considering constant or maximal T cell response; several studies also considered escape from different T cell responses to be independent. Here, we focus our analysis on data from two patients from a recent study with relatively frequent measurements of both virus sequences and HIV-specific T cell response to determine impact of CTL kinetics on viral escape. In contrast with our expectation, we found that including temporal dynamics of epitope-specific T cell response did not improve the quality of fit of different models to escape data. We also found that for well-sampled escape data, the estimates of the model parameters including T cell killing efficacy did not strongly depend on the underlying model for escapes: models assuming independent, sequential, or concurrent escapes from multiple CTL responses gave similar estimates for CTL killing efficacy. Interestingly, the model assuming sequential escapes (i.e., escapes occurring along a defined pathway) was unable to accurately describe data on escapes occurring rapidly within a short-time window, suggesting that some of model assumptions must be violated for such escapes. Our results thus suggest that the current sparse measurements of temporal CTL dynamics in blood bear little quantitative information to improve predictions of HIV escape kinetics. More frequent measurements using more sensitive techniques and sampling in secondary lymphoid tissues may allow to better understand whether and how CTL kinetics impacts viral escape.
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Affiliation(s)
- Yiding Yang
- Department of Microbiology, University of Tennessee, Knoxville, TN, United States
| | - Vitaly V. Ganusov
- Department of Microbiology, University of Tennessee, Knoxville, TN, United States
- National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, TN, United States
- Department of Mathematics, University of Tennessee, Knoxville, TN, United States
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