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Gramatica A, Miller IG, Ward AR, Khan F, Kemmer TJ, Weiler J, Huynh TT, Zumbo P, Kurland AP, Leyre L, Ren Y, Klevorn T, Copertino DC, Chukwukere U, Levinger C, Dilling TR, Linden N, Board NL, Falling Iversen E, Terry S, Mota TM, Bedir S, Clayton KL, Bosque A, MacLaren Ehui L, Kovacs C, Betel D, Johnson JR, Paiardini M, Danesh A, Jones RB. EZH2 inhibition mitigates HIV immune evasion, reduces reservoir formation, and promotes skewing of CD8 + T cells toward less-exhausted phenotypes. Cell Rep 2025; 44:115652. [PMID: 40333189 DOI: 10.1016/j.celrep.2025.115652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 02/28/2025] [Accepted: 04/15/2025] [Indexed: 05/09/2025] Open
Abstract
Persistent HIV reservoirs in CD4+ T cells pose a barrier to curing HIV infection. We identify overexpression of enhancer of zeste homolog 2 (EZH2) in HIV-infected CD4+ T cells that survive cytotoxic T lymphocyte (CTL) exposure, suggesting a mechanism of CTL resistance. Inhibition of EZH2 with the US Food and Drug Administration-approved drug tazemetostat increases surface expression of major histocompatibility complex (MHC) class I on CD4+ T cells, counterbalancing HIV Nef-mediated MHC class I downregulation. This improves CTL-mediated elimination of HIV-infected cells and suppresses viral replication in vitro. In a participant-derived xenograft mouse model, tazemetostat elevates MHC class I and the pro-apoptotic protein BIM in CD4+ T cells, facilitating CD8+ T cell-mediated reductions of HIV reservoir seeding. Additionally, tazemetostat promotes sustained skewing of CD8+ T cells toward less-differentiated and exhausted phenotypes. Our findings reveal EZH2 overexpression as a mechanism of CTL resistance and support the clinical evaluation of tazemetostat as a method of enhancing clearance of HIV reservoirs and improving CD8+ T cell function.
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Affiliation(s)
- Andrea Gramatica
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Itzayana G Miller
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA; Department of Microbiology and Immunology, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Adam R Ward
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Farzana Khan
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Tyler J Kemmer
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Jared Weiler
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Tan Thinh Huynh
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Paul Zumbo
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10065, USA; Applied Bioinformatics Core, Weill Cornell Medicine, New York, NY 10065, USA
| | - Andrew P Kurland
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Louise Leyre
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA; Department of Microbiology and Immunology, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Yanqin Ren
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Thais Klevorn
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA; Department of Microbiology and Immunology, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Dennis C Copertino
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Uchenna Chukwukere
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Callie Levinger
- Department of Microbiology, Immunology and Tropical Medicine, George Washington University, Washington, DC 20052, USA
| | - Thomas R Dilling
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Noemi Linden
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA; Department of Microbiology and Immunology, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA
| | - Nathan L Board
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | | | - Sandra Terry
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Talia M Mota
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Seden Bedir
- Department of Pathology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Kiera L Clayton
- Department of Pathology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Alberto Bosque
- Department of Microbiology, Immunology and Tropical Medicine, George Washington University, Washington, DC 20052, USA
| | | | - Colin Kovacs
- Maple Leaf Medical Clinic and Division of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Doron Betel
- Applied Bioinformatics Core, Weill Cornell Medicine, New York, NY 10065, USA; Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10065, USA; Division of Hematology and Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Jeffry R Johnson
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Mirko Paiardini
- Emory National Primate Research Center, Emory University, Atlanta, GA 30322 USA; Department of Pathology & Laboratory Medicine, Emory School of Medicine, Emory University, Atlanta, GA 30322, USA
| | - Ali Danesh
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - R Brad Jones
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA; Department of Microbiology and Immunology, Weill Cornell Graduate School of Medical Sciences, New York, NY 10065, USA.
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2
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Parsons MS, Bolton DL. The utility of nonhuman primate models for understanding acute HIV-1 infection. Curr Opin HIV AIDS 2025; 20:218-227. [PMID: 40099824 PMCID: PMC11970610 DOI: 10.1097/coh.0000000000000920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
PURPOSE OF REVIEW Nonhuman primate (NHP) models of HIV-1 infection provide complementary experimental pathways for assessing aspects of acute HIV-1 infection (AHI) that cannot be addressed in humans. This article reviews acute infection studies in SIV-infected or SHIV-infected macaque species over the previous 18 months. RECENT FINDINGS Reviewed studies examined the dynamics of replication-competent viral reservoir establishment during early infection, reservoir maintenance throughout therapy, and factors influencing viral rebound after treatment cessation. Also discussed are acute infection events in the central nervous system and liver and potential links between these events and manifestations of comorbidities during chronic infection. Additional studies addressed how occurrences during acute infection impact the development of natural viral control or posttreatment control. Another report evaluated treatment during acute infection with broadly neutralizing antibodies with enhanced ability to engage innate immune cells, highlighting the ability of this early intervention to shape innate and adaptive antiviral responses. SUMMARY NHP models of HIV-1 infection are a fundamental research tool for investigating AHI events. These models enable detailed pathogenesis characterization and the testing of hypothesis-driven strategies for altering disease courses through interventions during AHI, including targeting viral persistence and comorbidities that persist throughout chronic infection.
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Affiliation(s)
- Matthew S. Parsons
- Walter Reed Army Institute of Research - Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
- U.S. Military HIV Research Program, CIDR, Walter Reed Army Institute of Research, Silver Spring
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Diane L. Bolton
- U.S. Military HIV Research Program, CIDR, Walter Reed Army Institute of Research, Silver Spring
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
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3
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Essat A, Chapel A, Amokrane K, Monceaux V, Didier C, Melard A, Gardiennet E, Avettand-Fenoel V, Orr S, Boufassa F, Lambotte O, Müller-Trutwin M, Lécuroux C, Chéret A, Goujard C, Rouzioux C, Caillat-Zucman S, Hocqueloux L, Scott-Algara D, Meyer L, Sáez-Cirión A. A genetic fingerprint associated with durable HIV remission after interruption of antiretroviral treatment: ANRS VISCONTI/PRIMO. MED 2025:100670. [PMID: 40300610 DOI: 10.1016/j.medj.2025.100670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 12/27/2024] [Accepted: 03/19/2025] [Indexed: 05/01/2025]
Abstract
BACKGROUND There is currently no curative treatment for HIV-1 infection. However, some individuals (defined as posttreatment controllers) durably control viremia after the discontinuation of antiretroviral therapy (ART). Although the ability to achieve this HIV-1 remission status is enhanced by early treatment initiation, the mechanisms leading to posttreatment HIV-1 control remain unclear. METHODS We retrospectively explored the immunogenetic characteristics of long-term posttreatment controllers from the ANRS VISCONTI study and persons monitored since primary HIV-1 infection in the ANRS PRIMO cohort and evaluated their influence on clinical parameters and outcome after ART discontinuation. FINDINGS We identified a major histocompatibility complex (MHC)-related fingerprint favoring sustained HIV-1 remission. HLA-B∗35 alleles, which are associated with rapid progression to AIDS during natural HIV-1 infection, were paradoxically overrepresented among posttreatment controllers and had a positive impact on outcome after treatment discontinuation in people who began therapy during primary infection. Specifically, the influence of HLA-B∗35 alleles was observed when they were carried in combination with other HLA class I alleles expressing Bw4 and C2 ligands of killer immunoglobulin-like receptors (KIRs) in a genetic context that favors KIR education of natural killer (NK) cells (Bw4TTC2 genotype). Accordingly, posttreatment controllers with HLA-B∗35 alleles carry distinct KIR genotypes and NK cells. CONCLUSIONS The combination of HLA-B∗35 with Bw4TTC2 genotype, associated with KIR education of NK cells, was abundant among posttreatment HIV-1 controllers and promoted viral control after interruption of early-initiated antiretroviral treatment. These results support a role of NK cells in sustained HIV-1 remission. FUNDING The VISCONTI study and the PRIMO cohort are funded by the ANRS-MIE.
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Affiliation(s)
- Asma Essat
- Université Paris-Saclay, Inserm CESP U1018, AP-HP, Department of Public Health, Bicêtre Hospital, 94270 Paris-Saclay, France
| | - Anaïs Chapel
- Institut Pasteur, Université Paris Cité, Viral Reservoirs and Immune Control Unit, 75015 Paris, France; Institut Pasteur, Université Paris Cité, HIV Inflammation and Persistence Unit, 75015 Paris, France
| | - Kahina Amokrane
- AP-HP, Hôpital Saint-Louis, Université Paris Cité, Laboratoire d'Immunologie et Histocompatibilité, 75010 Paris, France
| | - Valérie Monceaux
- Institut Pasteur, Université Paris Cité, Viral Reservoirs and Immune Control Unit, 75015 Paris, France; Institut Pasteur, Université Paris Cité, HIV Inflammation and Persistence Unit, 75015 Paris, France
| | - Céline Didier
- Institut Pasteur, Unité Régulation des Infections Rétrovirales, 75015 Paris, France
| | - Adeline Melard
- Université Paris Cité, Faculté de Médecine, 75015 Paris, France; INSERM U1016, CNRS UMR8104, Institut Cochin, 75014 Paris, France
| | - Elise Gardiennet
- Université Paris Cité, Faculté de Médecine, 75015 Paris, France; INSERM U1016, CNRS UMR8104, Institut Cochin, 75014 Paris, France
| | - Véronique Avettand-Fenoel
- Université Paris Cité, Faculté de Médecine, 75015 Paris, France; INSERM U1016, CNRS UMR8104, Institut Cochin, 75014 Paris, France; Université d'Orléans, LI(2)RSO, CHU Orléans, Virologie, 45100 Orléans, France
| | - Sylvie Orr
- Université Paris-Saclay, Inserm CESP U1018, AP-HP, Department of Public Health, Bicêtre Hospital, 94270 Paris-Saclay, France
| | - Faroudy Boufassa
- Université Paris-Saclay, Inserm CESP U1018, AP-HP, Department of Public Health, Bicêtre Hospital, 94270 Paris-Saclay, France
| | - Olivier Lambotte
- Université Paris-Saclay, Inserm, CEA, Center for Immunology of Viral, Auto-immune, Hematological, Bacterial Diseases (IMVA-HB/IDMIT/UMRS1184), 94270 Le Kremlin Bicêtre, France
| | - Michaela Müller-Trutwin
- Institut Pasteur, Université Paris Cité, HIV Inflammation and Persistence Unit, 75015 Paris, France
| | - Camille Lécuroux
- Université Paris-Saclay, Inserm, CEA, Center for Immunology of Viral, Auto-immune, Hematological, Bacterial Diseases (IMVA-HB/IDMIT/UMRS1184), 94270 Le Kremlin Bicêtre, France
| | - Antoine Chéret
- INSERM U1016, CNRS UMR8104, Institut Cochin, 75014 Paris, France; Université Paris-Saclay, AP-HP, Hôpital Bicêtre, DMU 7, Inserm U1018, CESP, 94270 Le Kremlin Bicêtre, France
| | - Cécile Goujard
- Université Paris-Saclay, AP-HP, Hôpital Bicêtre, DMU 7, Inserm U1018, CESP, 94270 Le Kremlin Bicêtre, France
| | | | - Sophie Caillat-Zucman
- AP-HP, Hôpital Saint-Louis, Université Paris Cité, Laboratoire d'Immunologie et Histocompatibilité, 75010 Paris, France
| | - Laurent Hocqueloux
- Centre Hospitalier Universitaire, Service des Maladies Infectieuses, 45100 Orléans, France
| | - Daniel Scott-Algara
- Institut Pasteur, Université Paris Cité, Lymphocyte Cell Biology Unit, 75015 Paris, France
| | - Laurence Meyer
- Université Paris-Saclay, Inserm CESP U1018, AP-HP, Department of Public Health, Bicêtre Hospital, 94270 Paris-Saclay, France
| | - Asier Sáez-Cirión
- Institut Pasteur, Université Paris Cité, Viral Reservoirs and Immune Control Unit, 75015 Paris, France; Institut Pasteur, Université Paris Cité, HIV Inflammation and Persistence Unit, 75015 Paris, France.
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4
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Rueger S, Gruener E, Wang D, Abdool FS, Ober V, Vallée T, Stirner R, Conca R, Andrä I, Rogers L, Zahn R, Gersbacher E, Eger J, Pauli R, Postel N, Spinner CD, Vehreschild JJ, Stecher M, Nitschko H, Eberle J, Bogner JR, Seybold U, Draenert R, Leslie A, Kløverpris HN, Geldmacher C, Muenchhoff M, Held K, Roider J. Early treatment and PD1 inhibition enhance HIV-specific functionality of follicular CD8+ T cells. JCI Insight 2025; 10:e180309. [PMID: 40197363 PMCID: PMC11981630 DOI: 10.1172/jci.insight.180309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 02/18/2025] [Indexed: 04/10/2025] Open
Abstract
People living with HIV treated during acute infection are the group for whom achieving functional cure appears most viable. Follicular CD8+ T cells could contribute to HIV reservoir clearance by accessing B cell follicles through CXCR5 expression. This study examines peripheral follicular CD8+ T cells using flow cytometry, transcriptome analyses, and functional assays in people treated during acute (n = 37) and chronic (n = 18) infection, as well as in individuals naturally controlling HIV (n = 20) and living without HIV (n = 10). Our results reveal that early, as opposed to late, treatment initiation preserves antiviral effector functions of follicular CD8+ T cells, which are further enhanced by PD1 inhibition. We also identify a correlation between follicular CD8+ T cells and intact proviral HIV DNA levels in acute, but not chronic, infection. Longitudinal transcriptomic analysis of peripheral effector cells after 48 weeks of suppressive therapy indicated traits of recent antigen exposure, suggesting potential recirculation into lymphoid tissue. These findings underscore the pivotal role of follicular CD8+ T cells in anti-HIV responses and support investigating targeted cure strategies, such as anti-PD1 therapy, especially in individuals initiating treatment during acute infection.
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Affiliation(s)
- Susanne Rueger
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), partner site Munich, Germany
| | - Eva Gruener
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Danni Wang
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Institute of Infectious Diseases and Tropical Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Faiaz Shaik Abdool
- Africa Health Research Institute (AHRI), and
- Department of Laboratory Medicine and Medical Science, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal (UKZN), Durban, South Africa
| | - Veronica Ober
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Theresa Vallée
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, and
| | - Renate Stirner
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Raffaele Conca
- Department of Pediatrics, Dr. von Hauner Children’s Hospital, LMU University Hospital, LMU Munich, Munich, Germany
| | - Immanuel Andrä
- Institute for Medical Microbiology, Immunology and Hygiene, Technical University of Munich, Munich, Germany
| | - Lisa Rogers
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Institute of Infectious Diseases and Tropical Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Robert Zahn
- Division of Transfusion Medicine, Cell Therapeutics and Haemostaseology, LMU University Hospital, LMU Munich, Munich, Germany
| | | | - Joanna Eger
- Zentrum fuer Innere Medizin und Infektiologie, Munich, Germany
| | | | - Nils Postel
- prinzmed, Practice for Infectiology, Munich, Germany
| | - Christoph D. Spinner
- TUM School of Medicine and Health, Department of Clinical Medicine – Clinical Department for Internal Medicine II, University Medical Center, Technical University of Munich, Munich, Germany
| | - Jörg J. Vehreschild
- Medical Department 2, Hematology/Oncology and Infectious Diseases, University Hospital of Frankfurt, Frankfurt, Germany
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I for Internal Medicine, Cologne, Germany
- German Centre for Infection Research (DZIF), partner site Bonn-Cologne, Germany
| | - Melanie Stecher
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department I for Internal Medicine, Cologne, Germany
- German Centre for Infection Research (DZIF), partner site Bonn-Cologne, Germany
| | - Hans Nitschko
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, and
| | - Josef Eberle
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, and
| | - Johannes R. Bogner
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), partner site Munich, Germany
| | - Ulrich Seybold
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
| | - Rika Draenert
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
- Antibiotic Stewardship Team, LMU University Hospital, LMU Munich, Munich, Germany
| | - Al Leslie
- Africa Health Research Institute (AHRI), and
- Department of Infection and Immunity, University College London (UCL), London, United Kingdom
| | - Henrik N. Kløverpris
- Africa Health Research Institute (AHRI), and
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Christof Geldmacher
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Institute of Infectious Diseases and Tropical Medicine, LMU University Hospital, LMU Munich, Munich, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Immunology, Infection and Pandemic Research, Munich, Germany
| | - Maximilian Muenchhoff
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Max von Pettenkofer Institute and Gene Center, Virology, National Reference Center for Retroviruses, and
| | - Kathrin Held
- German Centre for Infection Research (DZIF), partner site Munich, Germany
- Institute of Infectious Diseases and Tropical Medicine, LMU University Hospital, LMU Munich, Munich, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Immunology, Infection and Pandemic Research, Munich, Germany
- Unit Global Health, Helmholtz Zentrum München, German Research Centre for Environmental Health (HMGU), Neuherberg, Germany
| | - Julia Roider
- Department of Infectious Diseases, Department of Medicine IV, LMU University Hospital, LMU Munich, Munich, Germany
- German Centre for Infection Research (DZIF), partner site Munich, Germany
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5
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Schmidt KG, Geißler P, Schuster EM, Schülein C, Harrer EG, Schönau V, Luber M, Spriewald B, Steininger P, Bergmann S, Ensser A, Schober K, Nganou-Makamdop K, Harrer T. Coronavirus replicase epitopes induce cross-reactive CD8 T cell responses in SARS-CoV-2-naive people with HIV-1. iScience 2025; 28:111949. [PMID: 40034846 PMCID: PMC11872457 DOI: 10.1016/j.isci.2025.111949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 09/12/2024] [Accepted: 01/30/2025] [Indexed: 03/05/2025] Open
Abstract
Cross-reactive T cell immunity between common cold coronaviruses and SARS-CoV-2 may influence COVID-19 susceptibility. To identify cross-reactive CD8 T cell epitopes, we analyzed responses to 21 homologous SARS-CoV-2 replicase peptides in 177 people living with HIV (PLWH) on antiretroviral therapy, of which 133 did not have prior SARS-CoV-2 infection. Replicase peptides induced IFN-γ responses in 63% of the SARS-CoV-2-naïve individuals and in 73% of individuals with prior SARS-CoV-2-infection. We could define several cross-reactive epitopes, including the HLA-B∗35:03 restricted CoV-YL8, and characterized a CoV-YL8-specific T cell receptor cloned from a SARS-CoV-2 seronegative individual. Analysis of the association between HLA-I alleles and SARS-CoV-2 infections over a 16-months period revealed that in a cohort of 452 PLWH, HLA-B∗35:03 and C∗07 were underrepresented in the 55 persons with a history of SARS-CoV-2 infection while HLA-B∗35:01 and HLA-C∗04 were associated with a higher infection rate. Taken together, our study suggests an HLA-I-mediated effect of common cold coronaviruses on SARS-CoV-2 immunity.
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Affiliation(s)
- Katja G. Schmidt
- Infectious Diseases and Immunodeficiency Section, Department of Medicine 3, Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Paulina Geißler
- Infectious Diseases and Immunodeficiency Section, Department of Medicine 3, Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Ev-Marie Schuster
- Mikrobiologisches Institut – Klinische Mikrobiologie, Immunologie und Hygiene, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Christine Schülein
- Mikrobiologisches Institut – Klinische Mikrobiologie, Immunologie und Hygiene, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Ellen G. Harrer
- Infectious Diseases and Immunodeficiency Section, Department of Medicine 3, Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Verena Schönau
- Department of Medicine 3, Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Markus Luber
- Department of Medicine 5, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Bernd Spriewald
- Department of Medicine 5, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
- FAU Profile Center Immunomedicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Philipp Steininger
- Institute of Clinical and Molecular Virology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Silke Bergmann
- Infectious Diseases and Immunodeficiency Section, Department of Medicine 3, Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Armin Ensser
- Institute of Clinical and Molecular Virology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Kilian Schober
- Mikrobiologisches Institut – Klinische Mikrobiologie, Immunologie und Hygiene, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
- FAU Profile Center Immunomedicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Erlangen-Nürnberg, Erlangen, Germany
| | - Krystelle Nganou-Makamdop
- Institute of Clinical and Molecular Virology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
| | - Thomas Harrer
- Infectious Diseases and Immunodeficiency Section, Department of Medicine 3, Rheumatology and Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg and Uniklinikum Erlangen, Erlangen, Germany
- FAU Profile Center Immunomedicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Erlangen-Nürnberg, Erlangen, Germany
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6
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Kannan D, Wang E, Deeks SG, Lewin SR, Chakraborty AK. Mechanism for evolution of diverse autologous antibodies upon broadly neutralizing antibody therapy of people with HIV. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.05.641732. [PMID: 40161612 PMCID: PMC11952291 DOI: 10.1101/2025.03.05.641732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Antiretroviral therapy (ART) inhibits Human Immunodeficiency Virus (HIV) replication to maintain undetectable viral loads in people living with HIV, but does not result in a cure. Due to the significant challenges of lifelong ART for many, there is strong interest in therapeutic strategies that result in cure. Recent clinical trials have shown that administration of broadly neutralizing antibodies (bnAbs) when there is some viremia can lead to ART-free viral control in some people; however, the underlying mechanisms are unclear. Our computational modeling shows that bnAbs administered in the presence of some viremia promote the evolution of autologous antibodies (aAbs) that target diverse epitopes of HIV spike proteins. This "net" of polyclonal aAbs could confer control since evasion of this response would require developing mutations in multiple epitopes. Our results provide a common mechanistic framework underlying recent clinical observations upon bnAb/ART therapy, and they should also motivate and inform new trials.
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Affiliation(s)
- Deepti Kannan
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Eric Wang
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Steven G. Deeks
- Department of Medicine, University of California, San Francisco, USA
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Australia
| | - Arup K. Chakraborty
- Department of Physics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02139, USA
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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7
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Borthwick N, Fernandez N, Hayes PJ, Wee EGT, Akis Yildirim BM, Baines A, Baker M, Byard N, Conway O, Glaze M, Jenkin D, Larkworthy C, Luciw M, Platt A, Poulton I, Thomas M, Quaddy J, Watson M, Crook A, Cicconi P, Hanke T. Safety and immunogenicity of the ChAdOx1-MVA-vectored conserved mosaic HIVconsvX candidate T-cell vaccines in HIV-CORE 005.2, an open-label, dose-escalation, first-in-human, phase 1 trial in adults living without HIV-1 in the UK. THE LANCET. MICROBE 2025; 6:100956. [PMID: 39612921 DOI: 10.1016/j.lanmic.2024.100956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 05/29/2024] [Accepted: 07/18/2024] [Indexed: 12/01/2024]
Abstract
BACKGROUND An HIV-1 vaccine is long overdue. Although vaccine research focuses on the induction of broadly neutralising antibodies, challenging infections such as HIV-1 could require parallel induction of protective T cells. It is important to recognise that not all T cells contribute to protection equally. Previously, we developed a T-cell immunogen-based bivalent mosaic vaccine, HIVconsvX, delivered by vaccine vectors ChAdOx1 and modified vaccinia Ankara. In this study, we tested the HIVconsvX vaccine regimen for the first time in humans. Other ongoing trials will assess the contribution of the vaccine-induced killer T cells to the control of HIV-1. METHODS HIV-CORE 005.2 was an open-label, dose-escalation, first-in-human, phase 1 trial done at the Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, Oxford, UK. Eligible participants were healthy volunteers aged 18-65 years living without HIV-1 and at a low likelihood of acquiring it. Because it was the first administration of ChAdOx1.tHIVconsv1 (C1) to humans, participants were assigned stepwise to two groups. Volunteer group 1 received a low dose of C1 on enrolment. Following a satisfactory safety review 7 days after vaccination, volunteer group 2 received a full dose of C1 boosted by vaccines MVA.tHIVconsv3 (M3) and MVA.tHIVconsv4 (M4) 4 weeks later in regimen C1-M3M4 and were followed up until day 140. Focusing on the full vaccine doses in group 2, the primary outcome was the local and systemic safety of the vaccine. The secondary outcome was the frequency and breadth of epitope recognition by vaccine-induced T cells determined by IFN-γ ELISPOT assay using peripheral blood mononuclear cells (PBMC) at peak (1 and 2 weeks after the M3M4 boost) and at the end of the study, assessed against volunteer's pre-vaccination levels. The HIV-CORE 005.2 trial is registered at ClinicalTrials.gov (NCT04586673) and is closed. FINDINGS Between July 3, 2021, and Aug 3, 2022, 13 participants were recruited and assigned to group 1 (n=3) and group 2 (n=10). Low-dose C1 was safe and well tolerated in group 1, and all three vaccine components were well tolerated in volunteer group 2. There were no serious adverse events. Local and systemic reactogenicities were consistent with intramuscular needle administration of immunogenic substances. All volunteers responded, and their vaccine-elicited T-cell frequencies peaked at a median of 4433 (IQR 2750-5820) IFN-γ spot-forming units per 106 PBMC and recognised a median of 9 (IQR 9-10) peptide pools out of 10, indicating that the responses were broadly specific and each vaccine recipient targeted at least nine epitopes on HIV-1. These frequencies were 7·4 times lower by day 140 (ie, 3 months later). T cells proliferated upon antigen re-exposure and displayed multiple effector functions, recognised variant epitopes, and inhibited HIV-1 from the four major global clades A, B, C, and D. INTERPRETATION These results inform and support a programme of clinical evaluations of the HIVconsvX T-cell vaccines together with other cutting-edge tools for HIV-1 cure and prevention such as latency reactivating agents, passively infused combinations of broadly neutralising antibodies, and active Env-based vaccines or immunomodulators. FUNDING EU Horizon 2020 Research and Innovation programme, Medical Research Council and Foreign Commonwealth and Development Office Concordat agreement, European and Developing Countries Clinical Trials Partnership, National Institute for Health Research Oxford Biomedical Research Centre, and IAVI.
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Affiliation(s)
- Nicola Borthwick
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | | | - Peter J Hayes
- IAVI Human Immunology Laboratory, Imperial College, London, UK
| | - Edmund G-T Wee
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | | | - Andrea Baines
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Megan Baker
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Nicholas Byard
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Oliver Conway
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Molly Glaze
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Daniel Jenkin
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Colin Larkworthy
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Michael Luciw
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Abigail Platt
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Ian Poulton
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Merin Thomas
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Jack Quaddy
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Marion Watson
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Alison Crook
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Paola Cicconi
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK
| | - Tomáš Hanke
- The Jenner Institute, Nuffield Department of Medicine, Oxford University, Oxford, UK; Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan.
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8
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Gasca-Capote C, Ruiz-Mateos E. Persistent elite controllers as the key model to identify permanent HIV remission. Curr Opin HIV AIDS 2025; 20:165-171. [PMID: 39773856 PMCID: PMC11809733 DOI: 10.1097/coh.0000000000000907] [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] [Indexed: 01/11/2025]
Abstract
PURPOSE OF REVIEW To summarize the heterogeneity in the elite controllers population with the aim to identify a compatible profile with a persistent HIV remission, making distinction between persistent elite controllers, people with HIV (PWHIV) who permanently maintain virological control in the absence of antiretroviral treatment (ART), and transient elite controllers, PWHIV who eventually lose virological control. For this purpose, it is important to consider the mechanisms and biomarkers that have previously been associated with the maintenance and loss of the natural virological control. RECENT FINDINGS Transient elite controllers, before losing virological control, exhibit a distinct metabolomic, proteomic, microRNAs (miRNA), immunological and virological profile compared to persistent elite controllers. In addition to a reduced and less polyfunctional HIV-specific T-cell response, transient elite controllers show a greater proportion of intact proviruses integrated into genic regions. In contrast, persistent elite controllers display a privileged HIV-1 reservoir profile with absence of detected intact proviruses or low proportion of clonal intact proviruses preferentially integrated into genomic features associated with HIV-1 transcriptional repression. SUMMARY According to previous studies, the comprehensive characterization of persistent elite controllers might be crucial to identify other PWHIV with this distinct profile as spontaneously cured.
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Affiliation(s)
- Carmen Gasca-Capote
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocio University Hospital, Spanish National Research Council (CSIC), University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
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9
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Deng Z, Yan H, Lambotte O, Moog C, Su B. HIV controllers: hope for a functional cure. Front Immunol 2025; 16:1540932. [PMID: 40070826 PMCID: PMC11893560 DOI: 10.3389/fimmu.2025.1540932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Accepted: 02/07/2025] [Indexed: 03/14/2025] Open
Abstract
Elite controllers (ECs) and post-treatment controllers (PTCs) represent important models for achieving a functional cure for HIV. This review synthesizes findings from immunological, genetic, and virological studies to compare the mechanisms underlying HIV suppression in ECs and PTCs. Although ECs maintain viral control without antiretroviral therapy (ART), PTCs achieve suppression following ART discontinuation. Both groups rely on adaptive and innate immunity, host genetic factors, and characteristics of the HIV reservoir; however, they exhibit distinct immune responses and genetic profiles. These differences provide insights into strategies for sustained ART-free remission. Understanding the shared and unique mechanisms in ECs and PTCs can inform the development of novel therapeutic approaches, including immune-based therapies and genome editing, to achieve a functional cure for HIV-1.
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Affiliation(s)
- Zhuoya Deng
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
- Sino-French Joint Laboratory for HIV/AIDS Research, Sino-French Joint Laboratory for Research on Humoral Immune Response to HIV Infection, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Hongxia Yan
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
- Sino-French Joint Laboratory for HIV/AIDS Research, Sino-French Joint Laboratory for Research on Humoral Immune Response to HIV Infection, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Olivier Lambotte
- University Paris Saclay, AP-HP, Bicêtre Hospital, UMR1184 INSERM CEA, Le Kremlin Bicêtre, France
| | - Christiane Moog
- Sino-French Joint Laboratory for HIV/AIDS Research, Sino-French Joint Laboratory for Research on Humoral Immune Response to HIV Infection, Beijing Youan Hospital, Capital Medical University, Beijing, China
- Laboratoire d’ImmunoRhumatologie Moléculaire, Institut National de la Santé et de la Recherche Médicale (INSERM) UMR_S 1109, Institut Thématique Interdisciplinaire (ITI) de Médecine de Précision de Strasbourg, Transplantex NG, Faculté de Médecine, Fédération Hospitalo-Universitaire OMICARE, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Bin Su
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
- Sino-French Joint Laboratory for HIV/AIDS Research, Sino-French Joint Laboratory for Research on Humoral Immune Response to HIV Infection, Beijing Youan Hospital, Capital Medical University, Beijing, China
- Central Laboratory of Beijing Youan Hospital, Capital Medical University, Beijing, China
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10
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Singh M, Leddy SM, Iñiguez LP, Bendall ML, Nixon DF, Feschotte C. Transposable elements may enhance antiviral resistance in HIV-1 elite controllers. Genome Biol 2025; 26:28. [PMID: 39988678 PMCID: PMC11849351 DOI: 10.1186/s13059-025-03484-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 01/24/2025] [Indexed: 02/25/2025] Open
Abstract
BACKGROUND Less than 0.5% of people living with HIV-1 are elite controllers (ECs)-individuals who maintain undetectable plasma viremia without antiretroviral therapy, despite having replication-competent viral reservoirs. While EC CD4+ T cells have been investigated for gene expression signatures associated with HIV-1 resistance, the expression and regulatory activity of transposable elements (TEs) remain unexplored. TEs can directly impact host immune responses to pathogens, including HIV-1, suggesting their activities could contribute to HIV-1 elite control. To begin testing this hypothesis, we conduct a TE-centric analysis of public multi-omics data from ECs and other populations. RESULTS We find the CD4+ T cell transcriptome and retrotranscriptome of ECs are distinct from healthy controls, from people living with HIV-1 on antiretroviral therapy, and from viremic progressors. However, there is substantial transcriptomic heterogeneity among ECs. We categorize ECs into four clusters with distinct expression and chromatin accessibility profiles of TEs and antiviral factors. Several TE families with known immuno-regulatory activity are differentially expressed among ECs. Their expression positively correlates with their chromatin accessibility in ECs and negatively correlates with the expression of their KRAB zinc-finger (KZNF) repressors. This coordinated, locus-level variation forms a network of putative cis-regulatory elements for genes involved in HIV-1 restriction. CONCLUSIONS We propose that the EC phenotype is driven in part by reduced KZNF-mediated repression of specific TE-derived cis-regulatory elements for antiviral genes, heightening their resistance against HIV-1. Our study reveals heterogeneity in the EC CD4+ T cell transcriptome, including variable expression of TEs and their KZNF controllers, that must be considered when deciphering HIV-1 control mechanisms.
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Affiliation(s)
- Manvendra Singh
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
- Clinical Neuroscience, Max Planck Institute for Multidisciplinary Sciences, City Campus, Göttingen, Germany
| | - Sabrina M Leddy
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Luis Pedro Iñiguez
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Matthew L Bendall
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Douglas F Nixon
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
- Feinstein Institutes for Medical Research, Manhasset, NY, USA.
| | - Cédric Feschotte
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA.
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11
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Rappaport AR, Bekerman E, Boucher GR, Sung J, Carr B, Corzo CA, Larson H, Kachura MA, Scallan CD, Geleziunas R, SenGupta D, Jooss K. Differential shaping of T cell responses elicited by heterologous ChAd68/self-amplifying mRNA SIV vaccine in macaques in combination with αCTLA4, αPD-1, or FLT3R agonist. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2025:vkae052. [PMID: 40073084 DOI: 10.1093/jimmun/vkae052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 12/03/2024] [Indexed: 03/14/2025]
Abstract
While therapeutic vaccines are a promising strategy for inducing human immunodeficiency virus (HIV) control, HIV vaccines tested to date have offered limited benefit to people living with HIV. The barriers to success may include the use of vaccine platforms and/or immunogens that drive weak or suboptimal immune responses, immune escape and/or immune dysfunction associated with chronic infection despite effective antiretroviral therapy. Combining vaccines with immune modulators in a safe manner may address some of the challenges and thus increase the efficacy of therapeutic HIV vaccines. We evaluated the immunogenicity of a ChAd68/samRNA-based simian immunodeficiency virus (SIV) vaccine regimen alone and in combination with a series of immune modulators in a preclinical rhesus macaque (M. mulatta) model. The vaccine was co-delivered with the checkpoint inhibitors αPD-1 or αCTLA-4, or with a FLT3 receptor agonist (FLT3Ra) shown to differentiate and expand dendritic cells and improve T cell priming. We demonstrate that the magnitude, breadth and functionality of SIV-specific vaccine-elicited CD8+ T cell responses were enhanced by combination with either αPD-1, αCTLA-4, or FLT3Ra. Combination with FLT3Ra also expanded polyfunctional CD4+ T cell responses. Our data demonstrate enhanced and distinct shaping of vaccine-elicited immune responses by immune modulators with implications for developing a functional HIV cure.
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Affiliation(s)
| | | | | | - Janette Sung
- Gilead Sciences, Inc, Foster City, CA, United States
| | - Brian Carr
- Gilead Sciences, Inc, Foster City, CA, United States
| | | | | | | | | | | | - Devi SenGupta
- Gilead Sciences, Inc, Foster City, CA, United States
| | - Karin Jooss
- Gritstone Bio, Inc, Emeryville, CA, United States
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12
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Magombedze G, Vendrame E, SenGupta D, Geleziunas R, Little S, Smith D, Walker B, Routy JP, Hecht FM, Chun TW, Sneller M, Li JZ, Deeks SG, Peluso MJ. Early Viral Dynamics Predict Human Immunodeficiency Virus Posttreatment Control After Analytic Treatment Interruption. J Infect Dis 2025; 231:e419-e428. [PMID: 39513745 PMCID: PMC11841646 DOI: 10.1093/infdis/jiae551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 10/31/2024] [Accepted: 11/06/2024] [Indexed: 11/15/2024] Open
Abstract
BACKGROUND A key research priority for developing a human immunodeficiency virus (HIV) cure strategy is to define the viral dynamics and biomarkers associated with sustained posttreatment control. The ability to predict the likelihood of sustained posttreatment control or noncontrol could minimize the time off antiretroviral therapy (ART) for those destined to be controllers and anticipate longer periods off ART for those destined to be controllers. METHODS Mathematical modeling and machine learning were used to characterize virologic predictors of long-term virologic control, using viral kinetics data from several studies in which participants interrupted ART. Predictors of post-ART outcomes were characterized using data accumulated from the time of treatment interruption, replicating real-time data collection in a clinical study, and classifying outcomes as either posttreatment control (plasma viremia, ≤400 copies/mL at 2 of 3 time points for ≥24 weeks) or noncontrol. RESULTS Potential predictors of virologic control were the time to rebound, the rate of initial rebound, and the peak plasma viremia. We found that people destined to be noncontrollers could be identified within 3 weeks of rebound (prediction scores: accuracy, 80%; sensitivity, 82%; specificity, 71%). CONCLUSIONS Given the widespread use of analytic treatment interruption in cure-related trials, these predictors may be useful to increase the safety of analytic treatment interruption through early identification of people who are unlikely to become posttreatment controllers.
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Affiliation(s)
| | - Elena Vendrame
- Biology Department, Gilead Sciences, Foster City, California, USA
| | - Devi SenGupta
- Biology Department, Gilead Sciences, Foster City, California, USA
| | - Romas Geleziunas
- Biology Department, Gilead Sciences, Foster City, California, USA
| | - Susan Little
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Davey Smith
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Bruce Walker
- The Ragon Institute of Mass General, MIT, and Harvard, Cambridge, Massachusetts, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
| | - Jean-Pierre Routy
- Division of Hematology and Chronic Viral Illness Service, McGill University Health Centre: Glen Site Research Institute, Montreal, Quebec, Canada
| | - Frederick M Hecht
- Osher Center for Integrative Health, University of California, San Francisco, California, USA
| | - Tae-Wook Chun
- Laboratory of Immunoregulation, National Institutes of Health, Bethesda, Maryland, USA
| | - Michael Sneller
- Laboratory of Immunoregulation, National Institutes of Health, Bethesda, Maryland, USA
| | - Jonathan Z Li
- Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, California, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, California, USA
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13
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Bayón-Gil Á, Hernández I, Dalmau J, Nieto JC, Urrea V, Garrido-Sanz L, Caratú G, García-Guerrero MC, Gálvez C, Salgado M, Erkizia I, Laguía F, Resa-Infante P, Massanella M, Tonda R, Morata J, Hong KY, Koshy J, Goldman AR, Giron L, Abdel-Mohsen M, Heyn H, Martinez-Picado J, Puertas MC. Host genetic and immune factors drive evasion of HIV-1 pathogenesis in viremic non-progressors. MED 2025; 6:100518. [PMID: 39413785 PMCID: PMC11830539 DOI: 10.1016/j.medj.2024.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 06/03/2024] [Accepted: 09/13/2024] [Indexed: 10/18/2024]
Abstract
BACKGROUND Viremic non-progressors (VNPs) represent an exceptional and uncommon subset of people with HIV-1, characterized by the remarkable preservation of normal CD4+ T cell counts despite uncontrolled viral replication-a trait reminiscent of natural hosts of simian immunodeficiency virus. The mechanisms orchestrating evasion from HIV-1 pathogenesis in human VNPs remain elusive, primarily due to the absence of integrative studies. METHODS We implemented a novel single-cell and multiomics approach to comprehensively characterize viral, genomic, transcriptomic, and metabolomic factors driving this exceedingly rare disease phenotype in 16 VNPs and 29 HIV+ progressors. FINDINGS Genetic predisposition to the VNP phenotype was evidenced by a higher prevalence of CCR5Δ32 heterozygosity, which was associated with lower levels of CCR5 expression and a lower frequency of infected cells in peripheral circulation. We also observed reduced levels of plasma markers of intestinal disruption and attenuated interferon responses in VNPs. These factors potentially drive the other phenotypic traits of immune preservation in this population, including the unaltered tryptophan metabolic profile, reduced activation of cytotoxic lymphocytes, and reduced bystander CD4+ T cell apoptosis. CONCLUSIONS In summary, our comprehensive analysis identified intricate factors collectively associated with the unique immunovirological equilibrium in VNPs, shedding light on potential avenues for therapeutic exploration in managing HIV pathogenesis. FUNDING The work was supported by funding from the Spanish Ministry of Science and Innovation and the National Institutes of Health (NIH).
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Affiliation(s)
| | - Inmaculada Hernández
- Single Cell Genomics Group, CNAG-CRG, National Centre for Genomic Analysis (CNAG), Barcelona, Spain
| | | | - Juan C Nieto
- Single Cell Genomics Group, CNAG-CRG, National Centre for Genomic Analysis (CNAG), Barcelona, Spain
| | | | | | - Ginevra Caratú
- Single Cell Genomics Group, CNAG-CRG, National Centre for Genomic Analysis (CNAG), Barcelona, Spain
| | | | | | - María Salgado
- IrsiCaixa, Badalona, Spain; Germans Trias i Pujol Research Institute, Badalona, Spain; CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
| | | | | | - Patricia Resa-Infante
- IrsiCaixa, Badalona, Spain; Germans Trias i Pujol Research Institute, Badalona, Spain; CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain; Infectious Diseases and Immunity Department, University of Vic-Central University of Catalonia, Vic, Spain
| | - Marta Massanella
- IrsiCaixa, Badalona, Spain; CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
| | - Raúl Tonda
- CNAG-CRG, National Centre for Genomic Analysis (CNAG), Barcelona, Spain
| | - Jordi Morata
- CNAG-CRG, National Centre for Genomic Analysis (CNAG), Barcelona, Spain
| | | | - Jane Koshy
- The Wistar Institute, Philadelphia, PA, USA
| | | | | | | | - Holger Heyn
- Single Cell Genomics Group, CNAG-CRG, National Centre for Genomic Analysis (CNAG), Barcelona, Spain
| | - Javier Martinez-Picado
- IrsiCaixa, Badalona, Spain; Germans Trias i Pujol Research Institute, Badalona, Spain; CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain; Infectious Diseases and Immunity Department, University of Vic-Central University of Catalonia, Vic, Spain; ICREA, Catalan Institution for Research and Advanced Studies, Barcelona, Spain.
| | - Maria C Puertas
- IrsiCaixa, Badalona, Spain; Germans Trias i Pujol Research Institute, Badalona, Spain; CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain.
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14
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Nguyen HT, Chikata T, Zhang Y, Van Tran G, Gatanaga H, Oka S, Takiguchi M. Role of HLA-B*58:01-Restricted CD8+ T Cells in HIV-1 Subtype AE Infection. J Infect Dis 2025; 231:175-185. [PMID: 39250760 DOI: 10.1093/infdis/jiae448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/24/2024] [Accepted: 09/06/2024] [Indexed: 09/11/2024] Open
Abstract
HLA-B*58:01 and HLA-B*57 are protective alleles against human immunodeficiency virus type 1 (HIV-1) subtype B or C infection, whereas these HLA alleles have not been reported as protective in HIV-1 subtype AE infection. Although HLA-B*58:01-restricted and HLA-B*57-restricted HIV-1-specific CD8+ T cells have been thoroughly analyzed in subtype B or C infection, they have been only partially analyzed in subtype AE infection. We identified 6 HLA-B*58:01-restricted subtype AE epitopes in Vietnamese individuals infected with subtype AE. HLA-B*58:01-restricted T-cell responses to Gag epitopes, which may control disease progression in HLA-B*58:01+ and HLA-B*57+ individuals infected with subtype B or C, were not protective in subtype AE infection. These findings suggest that the loss of HLA-B*58:01-restricted T cells specific for some Gag epitopes and/or their reduced ability may account for the lack of protective effects conferred by HLA-B*58:01 in subtype AE infection.
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Affiliation(s)
- Hung The Nguyen
- Divisions of International Collaboration Research and Tokyo Joint Laboratory, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto/Tokyo, Japan
| | - Takayuki Chikata
- Divisions of International Collaboration Research and Tokyo Joint Laboratory, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto/Tokyo, Japan
| | - Yu Zhang
- Divisions of International Collaboration Research and Tokyo Joint Laboratory, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto/Tokyo, Japan
| | - Giang Van Tran
- Department of General Planning, National Hospital of Tropical Diseases, Hanoi, Vietnam
- Department of Infectious Diseases, Hanoi Medical University, Hanoi, Vietnam
| | - Hiroyuki Gatanaga
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Shinichi Oka
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Masafumi Takiguchi
- Divisions of International Collaboration Research and Tokyo Joint Laboratory, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto/Tokyo, Japan
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15
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James LM, Georgopoulos AP. Immunogenetics of longevity and its association with human endogenous retrovirus K. FRONTIERS IN AGING 2025; 6:1471202. [PMID: 39967996 PMCID: PMC11832543 DOI: 10.3389/fragi.2025.1471202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 01/20/2025] [Indexed: 02/20/2025]
Abstract
Introduction The human immune system is equipped to neutralize and eliminate viruses and other foreign antigens via binding of human leukocyte antigen (HLA) molecules with foreign antigen epitopes and presenting them to T cells. HLA is highly polymorphic, resulting in subtle differences in the binding groove that influence foreign antigen binding and elimination. Here we tested the hypothesis that certain HLA alleles may promote longevity by enhanced ability to counter virus antigens that may otherwise contribute to morbidity and mortality. Methods We utilized high-resolution genotyping to characterize HLA and apolipoprotein E in a large sample (N = 986) of participants (469 men, 517 women) ranging in age from 24 to 90+ years old (mean age: 58.10 years) and identified 244 HLA alleles that occurred in the sample. Since each individual carries 12 classical HLA alleles (6 alleles of each Class I and Class II), we determined in silico the median predicted binding affinity for each individual (across the 12 HLA alleles) and each of 13 common viruses (Human Herpes Virus 1 [HHV1], HHV2, HHV3, HHV4, HHV5, HHV6A, HHV6B, HHV7, HHV8, human papilloma virus [HPV], human polyoma virus [JCV], human endogenous retrovirus K [HERVK], and HERVW). Next, we performed a stepwise multiple linear regression where the age of the participant was the dependent variable and the 13 median predicted HLA-virus binding affinities were the independent variables. Results The analyses yielded only one statistically significant effect-namely, a positive association between age and HERVK (P = 0.005). Furthermore, we identified 13 HLA alleles (9 HLA-I and 4 HLA-II) that occurred at greater frequency in very old individuals (age ≥90 years) as compared to younger individuals. Remarkably, for those 13 alleles, the predicted binding affinities were significantly higher for HERVK than for the other viruses (P < 0.001). ApoE genotypes did not differ significantly between older and younger groups. Discussion Taken together, the results showed that HLA-HERVK binding affinity is a robust predictor of longevity and that HLA alleles that bind with high affinity to HERVK were enriched in very old individuals. The findings of the present study highlight the influence of interactions between host immunogenetics and virus exposure on longevity and suggest that specific HLA alleles may promote longevity via enhanced immune response to specific common viruses, notably HERVK.
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Affiliation(s)
- Lisa M. James
- Department of Veterans Affairs Health Care System, The HLA Research Group, Brain Sciences Center, Minneapolis, MN, United States
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, United States
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Apostolos P. Georgopoulos
- Department of Veterans Affairs Health Care System, The HLA Research Group, Brain Sciences Center, Minneapolis, MN, United States
- Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, United States
- Department of Psychiatry, University of Minnesota Medical School, Minneapolis, MN, United States
- Institute for Health Informatics, University of Minnesota Medical School, Minneapolis, MN, United States
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16
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Arshad S, Cameron B, Joglekar AV. Immunopeptidomics for autoimmunity: unlocking the chamber of immune secrets. NPJ Syst Biol Appl 2025; 11:10. [PMID: 39833247 PMCID: PMC11747513 DOI: 10.1038/s41540-024-00482-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 12/17/2024] [Indexed: 01/22/2025] Open
Abstract
T cells mediate pathogenesis of several autoimmune disorders by recognizing self-epitopes presented on Major Histocompatibility Complex (MHC) or Human Leukocyte Antigen (HLA) complex. The majority of autoantigens presented to T cells in various autoimmune disorders are not known, which has impeded autoantigen identification. Recent advances in immunopeptidomics have started to unravel the repertoire of antigenic epitopes presented on MHC. In several autoimmune diseases, immunopeptidomics has led to the identification of novel autoantigens and has enhanced our understanding of the mechanisms behind autoimmunity. Especially, immunopeptidomics has provided key evidence to explain the genetic risk posed by HLA alleles. In this review, we shed light on how immunopeptidomics can be leveraged to discover potential autoantigens. We highlight the application of immunopeptidomics in Type 1 Diabetes (T1D), Systemic Lupus Erythematosus (SLE), and Rheumatoid Arthritis (RA). Finally, we highlight the practical considerations of implementing immunopeptidomics successfully and the technical challenges that need to be addressed. Overall, this review will provide an important context for using immunopeptidomics for understanding autoimmunity.
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Affiliation(s)
- Sanya Arshad
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Systems Immunology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Benjamin Cameron
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Center for Systems Immunology, University of Pittsburgh, Pittsburgh, PA, USA
- Graduate Program in Microbiology and Immunology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Alok V Joglekar
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA.
- Center for Systems Immunology, University of Pittsburgh, Pittsburgh, PA, USA.
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Rahmouni M, Clerc SL, Spadoni JL, Labib T, Tison M, Medina-Santos R, Bensussan A, Tamouza R, Deleuze JF, Zagury JF. Deep analysis of the major histocompatibility complex genetic associations using covariate analysis and haploblocks unravels new mechanisms for the molecular etiology of Elite Control in AIDS. BMC Immunol 2025; 26:1. [PMID: 39762745 PMCID: PMC11702083 DOI: 10.1186/s12865-024-00680-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 12/23/2024] [Indexed: 01/11/2025] Open
Abstract
INTRODUCTION We have reanalyzed the genomic data from the International Collaboration for the Genomics of HIV (ICGH), focusing on HIV-1 Elite Controllers (EC). METHODS A genome-wide association study (GWAS) was performed, comparing 543 HIV-1 EC individuals with 3,272 uninfected controls (CTR) of European ancestry. 8 million single nucleotide polymorphisms (SNPs) and HLA class I and class II gene alleles were imputed to compare EC and CTR. RESULTS Two thousand six hundred twenty-six SNPs were associated with EC (p<5.10-8), all located within the Major Histocompatibility Complex (MHC) region. Stepwise regression analysis narrowed this list to 17 SNPs. In parallel, 22 HLA class I and II alleles were associated with EC. Through meticulous mapping of the LD between all identified signals and employing reciprocal covariate analyses, we delineated a final set of 6 independent SNPs and 3 HLA class I gene alleles that accounted for most of the associations observed with EC. Our study revealed the presence of cumulative haploblock effects (SNP rs9264942 contributing to the HLA-B*57:01 effect) and that several HLA allele associations were in fact caused by SNPs in linkage disequilibrium (LD). Upon investigating SNPs in LD with the selected 6 SNPs and 3 HLA class I alleles for their impact on protein function (either damaging or differential expression), we identified several compelling mechanisms potentially explaining EC among which: a multi-action mechanism of HLA-B*57:01 involving MICA mutations and MICB differential expression overcoming the HIV-1 blockade of NK cell response, and overexpression of ZBTB12 with a possible anti-HIV-1 effect through HERV-K interference; a deleterious mutation in PPP1R18 favoring viral budding associated with rs1233396. CONCLUSION Our results show that MHC influence on EC likely extends beyond traditional HLA class I or class II allele associations, encompassing other MHC SNPs with various biological impacts. They point to the key role of NK cells in preventing HIV-1 infection. Our analysis shows that HLA-B*57:01 is indeed associated with partially functional MICA/MICB proteins which could also explain this marker's involvement in other diseases such as psoriasis. More broadly, our findings suggest that within any HLA class I and II association in diseases, there may exist distinct causal SNPs within this crucial, gene-rich, and LD-rich MHC region.
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Affiliation(s)
- Myriam Rahmouni
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France
| | - Sigrid Le Clerc
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France
| | - Jean-Louis Spadoni
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France
| | - Taoufik Labib
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France
| | - Maxime Tison
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France
| | - Raissa Medina-Santos
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France
| | | | - Ryad Tamouza
- Laboratoire Neuro-Psychiatrie translationnelle, Université Paris Est Créteil, INSERM U955, IMRB, Créteil, F-94010, France
| | | | - Jean-François Zagury
- Laboratoire Génomique, Bioinformatique, et Chimie Moléculaire, Conservatoire National des Arts et Métiers, 2 rue Conté 75003, Paris, EA7528, France.
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Mesquita FS, Li Y, Li JZ. Viral and immune predictors of HIV posttreatment control. Curr Opin HIV AIDS 2025; 20:54-60. [PMID: 39633539 DOI: 10.1097/coh.0000000000000898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
PURPOSE OF REVIEW This review focuses on the viral and immune factors influencing HIV posttreatment control (PTC), a rare condition where individuals maintain viral suppression after discontinuing antiretroviral therapy (ART). RECENT FINDINGS Studies demonstrate that early ART initiation leads to smaller HIV reservoirs and delayed viral rebound in PTCs. Virologically, PTCs harbor smaller HIV reservoirs and show lower levels of reservoir transcriptional activity compared with posttreatment noncontrollers. Immunologically, PTCs exhibit distinct T-cell dynamics, with reduced CD4+ and CD8+ T-cell activation and exhaustion, enhanced natural killer (NK) cell activity, and enhanced proliferative responses of HIV-specific CD8+ T cells post-ART interruption. Additionally, humoral immunity, particularly the development of autologous neutralizing antibodies (aNAbs), plays a role in viral control, though broadly neutralizing antibodies (bnAbs) are rare. SUMMARY The mechanisms behind posttreatment control are multifactorial, involving virological and immunological factors. Early ART initiation, a smaller and less transcriptionally active HIV reservoir, and immune responses including proliferative T-cell activity and NK cell function are key contributors to achieving ART-free HIV remission.
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Affiliation(s)
- Flavio S Mesquita
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Yijia Li
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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19
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Sáez-Cirión A, Mamez AC, Avettand-Fenoel V, Nabergoj M, Passaes C, Thoueille P, Decosterd L, Hentzien M, Perdomo-Celis F, Salgado M, Nijhuis M, Mélard A, Gardiennet E, Lorin V, Monceaux V, Chapel A, Gourvès M, Lechartier M, Mouquet H, Wensing A, Martinez-Picado J, Yerly S, Rougemont M, Calmy A. Sustained HIV remission after allogeneic hematopoietic stem cell transplantation with wild-type CCR5 donor cells. Nat Med 2024; 30:3544-3554. [PMID: 39222660 PMCID: PMC11645271 DOI: 10.1038/s41591-024-03277-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
HIV cure has been reported for five individuals who underwent allogeneic hematopoietic stem cell transplantation (allo-HSCT) with cells from CCR5Δ32 homozygous donors. By contrast, viral rebound has occurred in other people living with HIV who interrupted antiretroviral treatment after undergoing allo-HSCT, with cells mostly from wild-type CCR5 donors. Here we report the case of a male individual who has achieved durable HIV remission following allo-HSCT with cells from an unrelated HLA-matched (9 of 10 matching for HLA-A, HLA-B, HLA-C, HLA-DRB1 and HLA-DQB1 alleles) wild-type CCR5 donor to treat an extramedullary myeloid tumor. To date, plasma viral load has remained undetectable for 32 months after the interruption of antiretroviral treatment. Treatment with ruxolitinib has been maintained during this period to treat chronic graft-versus-host disease. Low levels of proviral DNA were detected sporadically after allo-HSCT, including defective but not intact HIV DNA. No virus could be amplified in cultures of CD4+ T cells obtained after antiretroviral treatment interruption, while CD4+ T cells remained susceptible to HIV-1 infection in vitro. Declines in HIV antibodies and undetectable HIV-specific T cell responses further corroborate the absence of viral rebound after antiretroviral treatment interruption. These results suggest that HIV remission could be achieved in the context of allo-HSCT with wild-type CCR5.
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Affiliation(s)
- Asier Sáez-Cirión
- Viral Reservoirs and Immune Control Unit, Université Paris Cité, Institut Pasteur, Paris, France.
- HIV Inflammation and Persistence Unit, Université Paris Cité, Institut Pasteur, Paris, France.
| | - Anne-Claire Mamez
- Division of Hematology, Department of Oncology, Geneva University Hospitals, Geneva, Switzerland
| | - Véronique Avettand-Fenoel
- Institut Cochin-CNRS 8104/INSERM U1016/Université de Paris, Paris, France
- LI2RSO, Université d'Orléans, Orléans, France
- Virologie, CHU d'Orléans, Orléans, France
| | | | - Caroline Passaes
- Viral Reservoirs and Immune Control Unit, Université Paris Cité, Institut Pasteur, Paris, France
- HIV Inflammation and Persistence Unit, Université Paris Cité, Institut Pasteur, Paris, France
| | - Paul Thoueille
- Service of Clinical Pharmacology, Department of Laboratory Medicine and Pathology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Service of Clinical Pharmacology, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Laurent Decosterd
- Service of Clinical Pharmacology, Department of Laboratory Medicine and Pathology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Maxime Hentzien
- HIV/AIDS Unit, Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
| | - Federico Perdomo-Celis
- HIV Inflammation and Persistence Unit, Université Paris Cité, Institut Pasteur, Paris, France
| | - Maria Salgado
- IrsiCaixa, Badalona, Spain
- Germans Trias i Pujol Research Institute, Badalona, Spain
- CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
| | - Monique Nijhuis
- Translational Virology Research Group, Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
- HIV Pathogenesis Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Adeline Mélard
- Institut Cochin-CNRS 8104/INSERM U1016/Université de Paris, Paris, France
| | - Elise Gardiennet
- Institut Cochin-CNRS 8104/INSERM U1016/Université de Paris, Paris, France
| | - Valérie Lorin
- Humoral Immunology Unit, Inserm U1222, Université Paris Cité, Institut Pasteur, Paris, France
| | - Valérie Monceaux
- Viral Reservoirs and Immune Control Unit, Université Paris Cité, Institut Pasteur, Paris, France
- HIV Inflammation and Persistence Unit, Université Paris Cité, Institut Pasteur, Paris, France
| | - Anaïs Chapel
- Viral Reservoirs and Immune Control Unit, Université Paris Cité, Institut Pasteur, Paris, France
- HIV Inflammation and Persistence Unit, Université Paris Cité, Institut Pasteur, Paris, France
| | - Maël Gourvès
- Viral Reservoirs and Immune Control Unit, Université Paris Cité, Institut Pasteur, Paris, France
| | - Marine Lechartier
- Viral Reservoirs and Immune Control Unit, Université Paris Cité, Institut Pasteur, Paris, France
| | - Hugo Mouquet
- Humoral Immunology Unit, Inserm U1222, Université Paris Cité, Institut Pasteur, Paris, France
| | - Annemarie Wensing
- Translational Virology Research Group, Department of Global Public Health & Bioethics, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Javier Martinez-Picado
- IrsiCaixa, Badalona, Spain
- Germans Trias i Pujol Research Institute, Badalona, Spain
- CIBERINFEC, Instituto de Salud Carlos III, Madrid, Spain
- UVic-UCC, Vic, Spain
- ICREA, Barcelona, Spain
| | - Sabine Yerly
- Laboratory of Virology, Geneva University Hospitals, Geneva, Switzerland
| | | | - Alexandra Calmy
- HIV/AIDS Unit, Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland.
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20
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Huber A, Baas FS, van der Ven AJAM, Dos Santos JC. Innate Immune Cell Functions Contribute to Spontaneous HIV Control. Curr HIV/AIDS Rep 2024; 22:6. [PMID: 39614998 PMCID: PMC11608392 DOI: 10.1007/s11904-024-00713-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2024] [Indexed: 12/07/2024]
Abstract
PURPOSE OF REVIEW To review the role of innate immune cells in shaping the viral reservoir and maintenance of long-term viral control of spontaneous Elite and Viremic HIV controllers. RECENT FINDINGS HIV controllers exhibit a smaller and transcriptionally suppressed viral reservoir. Different studies report that early responses from innate cells play a pivotal role in this reservoir configuration. NK cells, particularly those with cytotoxic activity and polyfunctional monocytes, have been linked to viral control, and DCs may contribute through early viral sensing and activation of adaptive responses. In some cases, cytotoxic NK cells appeared before HIV-specific CD8 + T cells, underscoring their importance in early viral suppression. Innate immune cells, including NK cells, monocytes, DCs, and γδ T-cells, are crucial in shaping the viral reservoir in HIV controllers. Early, robust innate responses may help to maintain long-term viral suppression and offer insights into potential therapeutic approaches.
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Affiliation(s)
- Alisa Huber
- Department of Internal Medicine and Infectious Diseases, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA, Nijmegen, The Netherlands
| | - Floor S Baas
- Department of Internal Medicine and Infectious Diseases, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA, Nijmegen, The Netherlands
| | - Andre J A M van der Ven
- Department of Internal Medicine and Infectious Diseases, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA, Nijmegen, The Netherlands
| | - Jéssica C Dos Santos
- Department of Internal Medicine and Infectious Diseases, Radboud University Medical Center, Geert Grooteplein Zuid 8, 6525 GA, Nijmegen, The Netherlands.
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21
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King HAD, Lewin SR. Immune checkpoint inhibitors in infectious disease. Immunol Rev 2024; 328:350-371. [PMID: 39248154 PMCID: PMC11659942 DOI: 10.1111/imr.13388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
Following success in cancer immunotherapy, immune checkpoint blockade is emerging as an exciting potential treatment for some infectious diseases, specifically two chronic viral infections, HIV and hepatitis B. Here, we will discuss the function of immune checkpoints, their role in infectious disease pathology, and the ability of immune checkpoint blockade to reinvigorate the immune response. We focus on blockade of programmed cell death 1 (PD-1) to induce durable immune-mediated control of HIV, given that anti-PD-1 can restore function to exhausted HIV-specific T cells and also reverse HIV latency, a long-lived form of viral infection. We highlight several key studies and future directions of research in relation to anti-PD-1 and HIV persistence from our group, including the impact of immune checkpoint blockade on the establishment (AIDS, 2018, 32, 1491), maintenance (PLoS Pathog, 2016, 12, e1005761; J Infect Dis, 2017, 215, 911; Cell Rep Med, 2022, 3, 100766) and reversal of HIV latency (Nat Commun, 2019, 10, 814; J Immunol, 2020, 204, 1242), enhancement of HIV-specific T cell function (J Immunol, 2022, 208, 54; iScience, 2023, 26, 108165), and investigating the effects of anti-PD-1 and anti-CTLA-4 in vivo in people with HIV on ART with cancer (Sci Transl Med, 2022, 14, eabl3836; AIDS, 2021, 35, 1631; Clin Infect Dis, 2021, 73, e1973). Our future work will focus on the impact of anti-PD-1 in vivo in people with HIV on ART without cancer and potential combinations of anti-PD-1 with other interventions, including therapeutic vaccines or antibodies and less toxic immune checkpoint blockers.
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Affiliation(s)
- Hannah A. D. King
- Department of Infectious DiseasesThe University of Melbourne at The Peter Doherty Institute for Infection and ImmunityMelbourneVictoriaAustralia
| | - Sharon R. Lewin
- Department of Infectious DiseasesThe University of Melbourne at The Peter Doherty Institute for Infection and ImmunityMelbourneVictoriaAustralia
- Victorian Infectious Diseases ServiceRoyal Melbourne Hospital at The Peter Doherty Institute for Infection and ImmunityMelbourneVictoriaAustralia
- Department of Infectious DiseasesAlfred Hospital and Monash UniversityMelbourneVictoriaAustralia
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22
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Tipoe T, Ogbe A, Lee M, Brown H, Robinson N, Hall R, Petersen C, Lewis H, Thornhill J, Ryan F, Fox J, Fidler S, Frater J. Impact of antiretroviral therapy during primary HIV infection on T-cell immunity after treatment interruption. Eur J Immunol 2024; 54:e2451200. [PMID: 39138621 DOI: 10.1002/eji.202451200] [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: 04/16/2024] [Revised: 07/17/2024] [Accepted: 07/19/2024] [Indexed: 08/15/2024]
Abstract
This study aims to understand the impact of early antiretroviral therapy (ART) on HIV-specific T-cell responses measured after treatment interruption, which may inform strategies to deliver ART-free immune-mediated viral suppression. HIV-specific T-cell immunity was analysed using gamma interferon enzyme-linked immunospot assays in two studies. SPARTAC included individuals with primary HIV infection randomised to 48 weeks of ART (n = 24) or no immediate therapy (n = 37). The PITCH (n = 7) cohort started antiretroviral therapy in primary infection for at least one year, followed by TI. In SPARTAC, participants treated in PHI for 48 weeks followed by TI for 12 weeks, and those who remained untreated for 60 weeks made similar HIV Gag-directed responses (both magnitude and breadth) at week 60. However, the treated group made a greater proportion of novel HIV Gag-directed responses by Week 60, suggestive of a greater reserve to produce new potentially protective responses. In the more intensively followed PITCH study, 6/7 participants showed dominant Gag and/or Pol-specific responses post-TI compared with pre-TI. Although early ART in PHI was not associated with major differences in HIV-specific immunity following TI compared with untreated participants, the potential to make more new Gag-directed responses warrants further investigation as this may inform strategies to achieve ART-free control.
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Affiliation(s)
- Timothy Tipoe
- Peter Medawar Building for Pathogen Research, Nuffield Dept of Medicine, University of Oxford, Oxford, UK
| | - Ane Ogbe
- Peter Medawar Building for Pathogen Research, Nuffield Dept of Medicine, University of Oxford, Oxford, UK
| | - Ming Lee
- Peter Medawar Building for Pathogen Research, Nuffield Dept of Medicine, University of Oxford, Oxford, UK
- Department of HIV Medicine, St Mary's Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Helen Brown
- Peter Medawar Building for Pathogen Research, Nuffield Dept of Medicine, University of Oxford, Oxford, UK
| | - Nicola Robinson
- Peter Medawar Building for Pathogen Research, Nuffield Dept of Medicine, University of Oxford, Oxford, UK
| | - Rebecca Hall
- Department of Infectious Disease, Imperial College London, London, UK
| | - Claire Petersen
- Department of Infectious Disease, Imperial College London, London, UK
| | - Heather Lewis
- Department of Infectious Disease, Imperial College London, London, UK
| | | | - Fiona Ryan
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Julie Fox
- Guy's and St Thomas' NHS Foundation Trust, London, UK
- NIHR Clinical Research Facility, Guys and St Thomas' NHS Trust, London, UK
| | - Sarah Fidler
- Department of HIV Medicine, St Mary's Hospital, Imperial College Healthcare NHS Trust, London, UK
- NIHR Imperial College Biomedical Research Centre, London, UK
| | - John Frater
- Peter Medawar Building for Pathogen Research, Nuffield Dept of Medicine, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford, UK
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Obispo D, Acosta O, Guevara ML, Echavarría S, Espetia S, Dedios M, Yabar CA, Fujita R. New Associations with the HIV Predisposing and Protective Alleles of the Human Leukocyte Antigen System in a Peruvian Population. Viruses 2024; 16:1708. [PMID: 39599823 PMCID: PMC11598887 DOI: 10.3390/v16111708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 10/27/2024] [Accepted: 10/29/2024] [Indexed: 11/29/2024] Open
Abstract
The accurate determination of an individual's unique human leukocyte antigen (HLA) allele holds important significance in evaluating the risk associated with autoimmune and infectious diseases, such as human immunodeficiency virus (HIV) infection. Several allelic variants within the HLA system have been linked to either increased protection or susceptibility in the context of infectious and autoimmune diseases. This study aimed to determine the frequency and association of HLA alleles between people living with HIV (PLHIV) as the case group and Peruvian individuals without HIV with high-risk behaviors of sexually transmitted diseases as the control group. Whole exome sequencing (WES) was used to determine high-resolution HLA allelotypes using the OptiType and arcas HLA tools. The HLA alleles present in HLA classes I (A, B, and C loci) and II (DPB1, DQA1, DQB1, and DRB1 loci) were determined in a cohort of 59 PLHIV (cases) and 44 individuals without HIV (controls). The most frequent HLA alleles were A*02:01, DPB1*04:02, and DQB1*03:419 at 36%, 30%, and 28% prevalence in general population. We found that C*07:01 (p = 0.0101; OR = 10.222, 95% IC: 1.40-74.55), DQA1*03:02 (p = 0.0051; OR = 5.297, 95% IC: 1.48-19.02), and DRB1*09:01 (p = 0.0119; OR = 4.788, 95% IC: 1.39-16.44) showed an association with susceptibility to HIV infection, while DQB1*03:419 (p = 0.0478; OR = 0.327, 95% IC: 0.11-0.96) was associated with protection from HIV infection. Our findings contribute to the knowledge of HLA allele diversity in the Peruvian population (around 70% South American indigenous ancestry) lays the groundwork for further valuable large-scale use of HLA typing and offers a novel association with HIV infection that is relevant to vaccine studies.
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Affiliation(s)
- Daisy Obispo
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
- Facultad de Farmacia y Bioquímica, Universidad Nacional Mayor de San Marcos, Lima 15001, Peru
| | - Oscar Acosta
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
- Facultad de Farmacia y Bioquímica, Universidad Nacional Mayor de San Marcos, Lima 15001, Peru
| | - Maria L. Guevara
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
| | - Susan Echavarría
- Laboratorio de Referencia Nacional de Virus de Transmisión Sexual–Instituto Nacional de Salud, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru
- Laboratorio de Virología Clínica y Molecular, Facultad de Ciencias Biológicas, UNMSM, Lima 15001, Peru
| | - Susan Espetia
- Laboratorio de Referencia Nacional de Virus de Transmisión Sexual–Instituto Nacional de Salud, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru
| | | | - Carlos Augusto Yabar
- Laboratorio de Referencia Nacional de Virus de Transmisión Sexual–Instituto Nacional de Salud, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru
| | - Ricardo Fujita
- Centro de Genética y Biología Molecular, Facultad de Medicina Humana, Universidad de San Martín de Porres, Lima 15001, Peru; (D.O.)
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24
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Tanaka K, Kato K, Nonaka N, Seita J. Efficient HLA imputation from sequential SNPs data by transformer. J Hum Genet 2024; 69:533-540. [PMID: 39095607 PMCID: PMC11422163 DOI: 10.1038/s10038-024-01278-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 07/18/2024] [Accepted: 07/19/2024] [Indexed: 08/04/2024]
Abstract
Human leukocyte antigen (HLA) genes are associated with a variety of diseases, yet the direct typing of HLA alleles is both time-consuming and costly. Consequently, various imputation methods leveraging sequential single nucleotide polymorphisms (SNPs) data have been proposed, employing either statistical or deep learning models, such as the convolutional neural network (CNN)-based model, DEEP*HLA. However, these methods exhibit limited imputation efficiency for infrequent alleles and necessitate a large size of reference dataset. In this context, we have developed a Transformer-based model to HLA allele imputation, named "HLA Reliable IMpuatioN by Transformer (HLARIMNT)" designed to exploit the sequential nature of SNPs data. We evaluated HLARIMNT's performance using two distinct reference panels; Pan-Asian reference panel (n = 530) and Type 1 Diabetes genetics Consortium (T1DGC) reference panel (n = 5225), alongside a combined panel (n = 1060). HLARIMNT demonstrated superior accuracy to DEEP*HLA across several indices, particularly for infrequent alleles. Furthermore, we explored the impact of varying training data sizes on imputation accuracy, finding that HLARIMNT consistently outperformed across all data size. These findings suggest that Transformer-based models can efficiently impute not only HLA types but potentially other gene types from sequential SNPs data.
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Affiliation(s)
- Kaho Tanaka
- Faculty of Engineering, Kyoto University, Kyoto, Japan
- Advanced Data Science Project, RIKEN Information R&D and Strategy Headquarters, RIKEN, Tokyo, Japan
| | - Kosuke Kato
- Advanced Data Science Project, RIKEN Information R&D and Strategy Headquarters, RIKEN, Tokyo, Japan
| | - Naoki Nonaka
- Advanced Data Science Project, RIKEN Information R&D and Strategy Headquarters, RIKEN, Tokyo, Japan
| | - Jun Seita
- Advanced Data Science Project, RIKEN Information R&D and Strategy Headquarters, RIKEN, Tokyo, Japan.
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25
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Olp MD, Laufer VA, Valesano AL, Zimmerman A, Woodside KJ, Lu Y, Lauring AS, Cusick MF. HLA-C Peptide Repertoires as Predictors of Clinical Response during Early SARS-CoV-2 Infection. Life (Basel) 2024; 14:1181. [PMID: 39337964 PMCID: PMC11433606 DOI: 10.3390/life14091181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/09/2024] [Accepted: 09/16/2024] [Indexed: 09/30/2024] Open
Abstract
The human leukocyte antigen (HLA) system plays a pivotal role in the immune response to viral infections, mediating the presentation of viral peptides to T cells and influencing both the strength and specificity of the host immune response. Variations in HLA genotypes across individuals lead to differences in susceptibility to viral infection and severity of illness. This study uses observations from the early phase of the COVID-19 pandemic to explore how specific HLA class I molecules affect clinical responses to SARS-CoV-2 infection. By analyzing paired high-resolution HLA types and viral genomic sequences from 60 patients, we assess the relationship between predicted HLA class I peptide binding repertoires and infection severity as measured by the sequential organ failure assessment score. This approach leverages functional convergence across HLA-C alleles to identify relationships that may otherwise be inaccessible due to allelic diversity and limitations in sample size. Surprisingly, our findings show that severely symptomatic infection in this cohort is associated with disproportionately abundant binding of SARS-CoV-2 structural and non-structural protein epitopes by patient HLA-C molecules. In addition, the extent of overlap between a given patient's predicted HLA-C and HLA-A peptide binding repertoires correlates with worse prognoses in this cohort. The findings highlight immunologic mechanisms linking HLA-C molecules with the human response to viral pathogens that warrant further investigation.
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Affiliation(s)
- Michael D Olp
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Vincent A Laufer
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Andrew L Valesano
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Andrea Zimmerman
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
| | - Kenneth J Woodside
- Sharing Hope of South Carolina, Charleston, SC 29414, USA
- Gift of Life Michigan, Ann Arbor, MI 48108, USA
- Academia Invisus LLC, Ann Arbor, MI 48107, USA
| | - Yee Lu
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Adam S Lauring
- Division of Infectious Diseases, Department of Internal Medicine and Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Matthew F Cusick
- Department of Pathology, University of Michigan, 2800 Plymouth Rd Building 35, Ann Arbor, MI 48109, USA
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26
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Arumugam T, Adimulam T, Gokul A, Ramsuran V. Variation within the non-coding genome influences genetic and epigenetic regulation of the human leukocyte antigen genes. Front Immunol 2024; 15:1422834. [PMID: 39355248 PMCID: PMC11442197 DOI: 10.3389/fimmu.2024.1422834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 08/26/2024] [Indexed: 10/03/2024] Open
Abstract
Variation within the non-coding genome may influence the regulation and expression of important genes involved in immune control such as the human leukocyte antigen (HLA) system. Class I and Class II HLA molecules are essential for peptide presentation which is required for T lymphocyte activation. Single nucleotide polymorphisms within non-coding regions of HLA Class I and Class II genes may influence the expression of these genes by affecting the binding of transcription factors and chromatin modeling molecules. Furthermore, an interplay between genetic and epigenetic factors may also influence HLA expression. Epigenetic factors such as DNA methylation and non-coding RNA, regulate gene expression without changing the DNA sequence. However, genetic variation may promote or allow genes to escape regulation by epigenetic factors, resulting in altered expression. The HLA system is central to most diseases, therefore, understanding the role of genetics and epigenetics on HLA regulation will tremendously impact healthcare. The knowledge gained from these studies may lead to novel and cost-effective diagnostic approaches and therapeutic interventions. This review discusses the role of non-coding variants on HLA regulation. Furthermore, we discuss the interplay between genetic and epigenetic factors on the regulation of HLA by evaluating literature based on polymorphisms within DNA methylation and miRNA regulatory sites within class I and Class II HLA genes. We also provide insight into the importance of the HLA non-coding genome on disease, discuss ethnic-specific differences across the HLA region and provide guidelines for future HLA studies.
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Affiliation(s)
- Thilona Arumugam
- School of Laboratory Medicine, Medical Science, University of KwaZulu-Natal, Durban, South Africa
| | - Theolan Adimulam
- School of Laboratory Medicine, Medical Science, University of KwaZulu-Natal, Durban, South Africa
| | - Anmol Gokul
- School of Laboratory Medicine, Medical Science, University of KwaZulu-Natal, Durban, South Africa
| | - Veron Ramsuran
- School of Laboratory Medicine, Medical Science, University of KwaZulu-Natal, Durban, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
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27
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Grant-McAuley W, Morgenlander WR, Ruczinski I, Kammers K, Laeyendecker O, Hudelson SE, Thakar M, Piwowar-Manning E, Clarke W, Breaud A, Ayles H, Bock P, Moore A, Kosloff B, Shanaube K, Meehan SA, van Deventer A, Fidler S, Hayes R, Larman HB, Eshleman SH. Identification of antibody targets associated with lower HIV viral load and viremic control. PLoS One 2024; 19:e0305976. [PMID: 39288118 PMCID: PMC11407625 DOI: 10.1371/journal.pone.0305976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/09/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND High HIV viral loads (VL) are associated with increased morbidity, mortality, and on-going transmission. HIV controllers maintain low VLs in the absence of antiretroviral therapy (ART). We previously used a massively multiplexed antibody profiling assay (VirScan) to compare antibody profiles in HIV controllers and persons living with HIV (PWH) who were virally suppressed on ART. In this report, we used VirScan to evaluate whether antibody reactivity to specific HIV targets and broad reactivity across the HIV genome was associated with VL and controller status 1-2 years after infection. METHODS Samples were obtained from participants who acquired HIV infection in a community-randomized trial in Africa that evaluated an integrated strategy for HIV prevention (HPTN 071 PopART). Controller status was determined using VL and antiretroviral (ARV) drug data obtained at the seroconversion visit and 1 year later. Viremic controllers had VLs <2,000 copies/mL at both visits; non-controllers had VLs >2,000 copies/mL at both visits. Both groups had no ARV drugs detected at either visit. VirScan testing was performed at the second HIV-positive visit (1-2 years after HIV infection). RESULTS The study cohort included 13 viremic controllers and 64 non-controllers. We identified ten clusters of homologous peptides that had high levels of antibody reactivity (three in gag, three in env, two in integrase, one in protease, and one in vpu). Reactivity to 43 peptides (eight unique epitopes) in six of these clusters was associated with lower VL; reactivity to six of the eight epitopes was associated with HIV controller status. Higher aggregate antibody reactivity across the eight epitopes (more epitopes targeted, higher mean reactivity across all epitopes) and across the HIV genome was also associated with lower VL and controller status. CONCLUSIONS We identified HIV antibody targets associated with lower VL and HIV controller status 1-2 years after infection. Robust aggregate responses to these targets and broad antibody reactivity across the HIV genome were also associated with lower VL and controller status. These findings provide novel insights into the relationship between humoral immunity and viral containment that could help inform the design of antibody-based approaches for reducing HIV VL.
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Affiliation(s)
- Wendy Grant-McAuley
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - William R. Morgenlander
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Ingo Ruczinski
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Kai Kammers
- Quantitative Sciences Division, Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Oliver Laeyendecker
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Baltimore, Maryland, United States of America
| | - Sarah E. Hudelson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Manjusha Thakar
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Estelle Piwowar-Manning
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - William Clarke
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Autumn Breaud
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Helen Ayles
- Zambart, University of Zambia School of Public Health, Lusaka, Zambia
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Peter Bock
- Desmond Tutu TB Center, Department of Paediatrics and Child Health, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Ayana Moore
- FHI 360, Durham, North Carolina, United States of America
| | - Barry Kosloff
- Zambart, University of Zambia School of Public Health, Lusaka, Zambia
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Kwame Shanaube
- Zambart, University of Zambia School of Public Health, Lusaka, Zambia
| | - Sue-Ann Meehan
- Desmond Tutu TB Center, Department of Paediatrics and Child Health, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Anneen van Deventer
- Desmond Tutu TB Center, Department of Paediatrics and Child Health, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Sarah Fidler
- Department of Infectious Disease, Imperial College London, London, United Kingdom
| | - Richard Hayes
- Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - H. Benjamin Larman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
- Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Susan H. Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
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28
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Mihealsick E, Word A, Scully EP. The impact of sex on HIV immunopathogenesis and therapeutic interventions. J Clin Invest 2024; 134:e180075. [PMID: 39286972 PMCID: PMC11405047 DOI: 10.1172/jci180075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
Globally, the majority of people living with HIV are women or girls, but they have been a minority of participants in clinical trials and observational studies of HIV. Despite this underrepresentation, differences in the pathogenesis of HIV have been observed between men and women, with contributions from both gender- and sex-based factors. These include differences in the risk of HIV acquisition, in viral load set point and immune activation in responses to viremia, and differences in HIV reservoir maintenance. These differences obligate adequate study in both males and females in order to optimize treatments, but also provide a powerful leverage point for delineating the mechanisms of HIV pathogenesis. The shifts in exposure to sex steroid hormones across a lifespan introduce additional complexity, which again can be used to focus on either genetic or hormonal influences as the driver of an outcome. In this Review, we discuss consistent and reproducible differences by sex across the spectrum of HIV, from acquisition through pathogenesis, treatment, and cure, and explore potential mechanisms and gaps in knowledge.
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Affiliation(s)
| | | | - Eileen P Scully
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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29
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Sánchez-Gaona N, Gallego-Cortés A, Astorga-Gamaza A, Rallón N, Benito JM, Ruiz-Mateos E, Curran A, Burgos J, Navarro J, Suanzes P, Falcó V, Genescà M, Buzon MJ. NKG2C and NKG2A coexpression defines a highly functional antiviral NK population in spontaneous HIV control. JCI Insight 2024; 9:e182660. [PMID: 39288262 PMCID: PMC11529982 DOI: 10.1172/jci.insight.182660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024] Open
Abstract
Elite controllers (ECs), a unique group of people with HIV (PWH), exhibit remarkable control of viral replication in the absence of antiretroviral therapy. In this study, we comprehensively characterized the NK cell repertoire in ECs after long-term viral control. Phenotypic profiling of NK cells revealed profound differences compared with other PWH, but marked similarities to uninfected individuals, with a distinctive prevalence of NKG2C+CD57+ memory-like NK cells. Functional analyses indicated that ECs had limited production of functional molecules upon NK stimulation and consequently reduced natural cytotoxicity against non-HIV target cells. Importantly, ECs showed an exceptional ability to kill primary HIV-infected cells by the antibody-dependent cell cytotoxicity adaptive mechanism, which was achieved by a specific memory-like NK population expressing CD16, NKG2A, NKG2C, CD57, and CXCR3. In-depth single-cell RNA-seq unveiled a unique transcriptional signature in these NK cells linked to increased cell metabolism, migration, chemotaxis, effector functions, cytokine secretion, and antiviral response. Our findings underscore a pivotal role of NK cells in the immune control of HIV and identify specific NK cells as emerging targets for immunotherapies.
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Affiliation(s)
- Nerea Sánchez-Gaona
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ana Gallego-Cortés
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Antonio Astorga-Gamaza
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Norma Rallón
- HIV and Viral Hepatitis Research Laboratory, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
- Hospital Universitario Rey Juan Carlos, Móstoles, Spain
| | - José Miguel Benito
- HIV and Viral Hepatitis Research Laboratory, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz, Universidad Autónoma de Madrid (IIS-FJD, UAM), Madrid, Spain
- Hospital Universitario Rey Juan Carlos, Móstoles, Spain
| | - Ezequiel Ruiz-Mateos
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas (CSIC), University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Adrian Curran
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Joaquin Burgos
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jordi Navarro
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Paula Suanzes
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Vicenç Falcó
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Meritxell Genescà
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Maria J. Buzon
- Infectious Diseases Department, Hospital Universitari Vall d’Hebron, Institut de Recerca (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
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30
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Salgado M, Migueles SA, Yu XG, Martinez-Picado J. Exceptional, naturally occurring HIV-1 control: Insight into a functional cure. MED 2024; 5:1071-1082. [PMID: 39013460 PMCID: PMC11411266 DOI: 10.1016/j.medj.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/30/2024] [Accepted: 06/19/2024] [Indexed: 07/18/2024]
Abstract
Exceptional elite controllers represent an extremely rare group of people with HIV-1 (PWH) who exhibit spontaneous, high-level control of viral replication below the limits of detection in sensitive clinical monitoring assays and without disease progression in the absence of antiretroviral therapy for prolonged periods, frequently exceeding 25 years. Here, we discuss the different cases that have been reported in the scientific literature, their unique genetic, virological, and immunological characteristics, and their relevance as the best model for the functional cure of HIV-1.
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Affiliation(s)
- María Salgado
- IrsiCaixa Immunopathology Research Institute, 08916 Badalona, Spain; CIBERINFEC, 28029 Madrid, Spain; Germans Trias i Pujol Research Institute (IGTP), 08916 Badalona, Spain
| | - Stephen A Migueles
- Laboratory of Immunoregulation, Division of Intramural Research, and Collaborative Clinical Research Branch, Division of Clinical Research, National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Javier Martinez-Picado
- IrsiCaixa Immunopathology Research Institute, 08916 Badalona, Spain; CIBERINFEC, 28029 Madrid, Spain; University of Vic - Central University of Catalonia (UVic-UCC), 08500 Vic, Spain; Catalan Institution for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain.
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31
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Banjoko AW, Ng’uni T, Naidoo N, Ramsuran V, Hyrien O, Ndhlovu ZM. High Resolution Class I HLA -A, -B, and - C Diversity in Eastern and Southern African Populations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.04.611164. [PMID: 39282263 PMCID: PMC11398358 DOI: 10.1101/2024.09.04.611164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/21/2024]
Abstract
Africa remains significantly underrepresented in high-resolution Human Leukocyte Antigen (HLA) data, despite being one of the most genetically diverse regions in the world. This critical gap in genetic information poses a substantial barrier to HLA-based research on the continent. In this study, Class I HLA data from Eastern and Southern African populations were analysed to assess genetic diversity across the region. We examined allele and haplotype frequency distributions, deviations from Hardy-Weinberg Equilibrium (HWE), linkage disequilibrium (LD), and conducted neutrality tests of homozygosity across various populations. Additionally, the African HLA data were compared to those of Caucasian and African American populations using the Jaccard index and multidimensional scaling (MDS) methods. The study revealed that South African populations exhibited 50.4% more genetic diversity within the Class I HLA region compared to other African populations. Zambia showed an estimated 36.5% genetic diversity, with Kenya, Rwanda and Uganda showing 35.7%, 34.2%, and 31.1%, respectively. Furthermore, an analysis of in-country diversity among different tribes indicated an average Class I HLA diversity of 25.7% in Kenya, 17% in Rwanda, 2.8% in South Africa, 13.6% in Uganda, and 6.5% in Zambia. The study also highlighted the genetic distinctness of Caucasian and African American populations compared to African populations. Notably, the differential frequencies of disease-promoting and disease-preventing HLA alleles across these populations emphasize the urgent need to generate high-quality HLA data for all regions of Africa and its major ethnic groups. Such efforts will be crucial in enhancing healthcare outcomes across the continent.
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Affiliation(s)
- Alabi W. Banjoko
- Africa Health Research Institute (AHRI), Nelson R. Mandela School of Medicine, Durban, South Africa
- Department of Statistics, University of Ilorin, Kwara state, Nigeria
| | - Tiza Ng’uni
- Africa Health Research Institute (AHRI), Nelson R. Mandela School of Medicine, Durban, South Africa
| | - Nitalia Naidoo
- Africa Health Research Institute (AHRI), Nelson R. Mandela School of Medicine, Durban, South Africa
| | - Veron Ramsuran
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Olivier Hyrien
- Fred Hutchinson Cancer Center, Vaccine and Infectious Disease Division, Vaccine and Immunology Statistical Centre, Seattle, USA
| | - Zaza M. Ndhlovu
- Africa Health Research Institute (AHRI), Nelson R. Mandela School of Medicine, Durban, South Africa
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA, United States
- School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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32
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Kyobe S, Mwesigwa S, Nkurunungi G, Retshabile G, Egesa M, Katagirya E, Amujal M, Mlotshwa BC, Williams L, Sendagire H, Kiragga D, Mardon G, Matshaba M, Hanchard NA, Kyosiimire-Lugemwa J, Robinson D. Identification of a Clade-Specific HLA-C*03:02 CTL Epitope GY9 Derived from the HIV-1 p17 Matrix Protein. Int J Mol Sci 2024; 25:9683. [PMID: 39273630 PMCID: PMC11395705 DOI: 10.3390/ijms25179683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 11/20/2023] [Accepted: 11/24/2023] [Indexed: 09/15/2024] Open
Abstract
Efforts towards an effective HIV-1 vaccine have remained mainly unsuccessful. There is increasing evidence for a potential role of HLA-C-restricted CD8+ T cell responses in HIV-1 control, including our recent report of HLA-C*03:02 among African children. However, there are no documented optimal HIV-1 CD8+ T cell epitopes restricted by HLA-C*03:02; additionally, the structural influence of HLA-C*03:02 on epitope binding is undetermined. Immunoinformatics approaches provide a fast and inexpensive method to discover HLA-restricted epitopes. Here, we employed immunopeptidomics to identify HLA-C*03:02 CD8+ T cell epitopes. We identified a clade-specific Gag-derived GY9 (GTEELRSLY) HIV-1 p17 matrix epitope potentially restricted to HLA-C*03:02. Residues E62, T142, and E151 in the HLA-C*03:02 binding groove and positions p3, p6, and p9 on the GY9 epitope are crucial in shaping and stabilizing the epitope binding. Our findings support the growing evidence of the contribution of HLA-C molecules to HIV-1 control and provide a prospect for vaccine strategies.
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Affiliation(s)
- Samuel Kyobe
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala P.O. Box 7072, Uganda; (S.M.); (H.S.)
| | - Savannah Mwesigwa
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala P.O. Box 7072, Uganda; (S.M.); (H.S.)
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala P.O. Box 7072, Uganda; (E.K.)
| | - Gyaviira Nkurunungi
- The Medical Research Council/Uganda Virus Research Institute & London School Hygine Tropical Medicine Uganda Research Unit, Entebbe P.O. Box 49, Uganda; (G.N.); (J.K.-L.)
- Department of Infection Biology, London School of Hygiene & Tropical Medicine, Keppel Street London, London WC1E 7HT, UK
| | - Gaone Retshabile
- Department of Biological Sciences, University of Botswana, Gaborone Private Bag UB 0022, Botswana; (G.R.); (B.C.M.); (L.W.)
| | - Moses Egesa
- The Medical Research Council/Uganda Virus Research Institute & London School Hygine Tropical Medicine Uganda Research Unit, Entebbe P.O. Box 49, Uganda; (G.N.); (J.K.-L.)
- Department of Infection Biology, London School of Hygiene & Tropical Medicine, Keppel Street London, London WC1E 7HT, UK
| | - Eric Katagirya
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala P.O. Box 7072, Uganda; (E.K.)
| | - Marion Amujal
- Department of Immunology and Molecular Biology, College of Health Sciences, Makerere University, Kampala P.O. Box 7072, Uganda; (E.K.)
| | - Busisiwe C. Mlotshwa
- Department of Biological Sciences, University of Botswana, Gaborone Private Bag UB 0022, Botswana; (G.R.); (B.C.M.); (L.W.)
| | - Lesedi Williams
- Department of Biological Sciences, University of Botswana, Gaborone Private Bag UB 0022, Botswana; (G.R.); (B.C.M.); (L.W.)
| | - Hakim Sendagire
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala P.O. Box 7072, Uganda; (S.M.); (H.S.)
| | | | - Dithan Kiragga
- Baylor College of Medicine Children’s Foundation, Kampala P.O. Box 72052, Uganda;
| | - Graeme Mardon
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA;
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mogomotsi Matshaba
- Pediatric Retrovirology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA;
- Botswana-Baylor Children’s Clinical Centre of Excellence, Gaborone Private Bag BR 129, Botswana
| | - Neil A. Hanchard
- National Human Genome Research Institute, National Institutes of Health, 50 South Drive, Bethesda, MD 20892, USA;
| | - Jacqueline Kyosiimire-Lugemwa
- The Medical Research Council/Uganda Virus Research Institute & London School Hygine Tropical Medicine Uganda Research Unit, Entebbe P.O. Box 49, Uganda; (G.N.); (J.K.-L.)
| | - David Robinson
- Department of Chemistry and Forensics, School of Science and Technology, Nottingham Trent University Clifton Lane, Nottingham NG11 8NS, UK;
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33
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Tano-Menka R, Singh NK, Muzhingi I, Li X, Mandanas MV, Kaseke C, Crain CR, Zhang A, Ogunshola FJ, Vecchiarello L, Piechocka-Trocha A, Bashirova A, Birnbaum ME, Carrington M, Walker BD, Gaiha GD. Polymorphic residues in HLA-B that mediate HIV control distinctly modulate peptide interactions with both TCR and KIR molecules. Structure 2024; 32:1121-1136.e5. [PMID: 38733995 PMCID: PMC11329236 DOI: 10.1016/j.str.2024.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 02/27/2024] [Accepted: 04/16/2024] [Indexed: 05/13/2024]
Abstract
Immunogenetic studies have shown that specific HLA-B residues (67, 70, 97, and 156) mediate the impact of HLA class I on HIV infection, but the molecular basis is not well understood. Here we evaluate the function of these residues within the protective HLA-B∗5701 allele. While mutation of Met67, Ser70, and Leu156 disrupt CD8+ T cell recognition, substitution of Val97 had no significant impact. Thermal denaturation of HLA-B∗5701-peptide complexes revealed that Met67 and Leu156 maintain HLA-peptide stability, while Ser70 and Leu156 facilitate T cell receptor (TCR) interactions. Analyses of existing structures and structural models suggested that Val97 mediates HLA-peptide binding to inhibitory KIR3DL1 molecules, which was confirmed by experimental assays. These data thereby demonstrate that the genetic basis by which host immunity impacts HIV outcomes occurs by modulating HLA-B-peptide stability and conformation for interaction with TCR and killer immunoglobulin receptor (KIR) molecules. Moreover, they indicate a key role for epitope specificity and HLA-KIR interactions to HIV control.
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MESH Headings
- Humans
- HLA-B Antigens/chemistry
- HLA-B Antigens/metabolism
- HLA-B Antigens/genetics
- HLA-B Antigens/immunology
- Protein Binding
- Receptors, Antigen, T-Cell/metabolism
- Receptors, Antigen, T-Cell/chemistry
- Receptors, Antigen, T-Cell/immunology
- HIV-1/immunology
- HIV-1/metabolism
- HIV Infections/immunology
- HIV Infections/virology
- Models, Molecular
- Receptors, KIR3DL1/metabolism
- Receptors, KIR3DL1/chemistry
- Receptors, KIR3DL1/genetics
- Peptides/chemistry
- Peptides/metabolism
- Binding Sites
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Polymorphism, Genetic
- Protein Stability
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Affiliation(s)
- Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Nishant K Singh
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Itai Muzhingi
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Xiaolong Li
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; The First Affiliated School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230027, China
| | - Michael V Mandanas
- Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Charles R Crain
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Angela Zhang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Funsho J Ogunshola
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | | | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Arman Bashirova
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Michael E Birnbaum
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Institute for Medical Engineering and Science and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA.
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34
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Krishna C, Chiou J, Sakaue S, Kang JB, Christensen SM, Lee I, Aksit MA, Kim HI, von Schack D, Raychaudhuri S, Ziemek D, Hu X. The influence of HLA genetic variation on plasma protein expression. Nat Commun 2024; 15:6469. [PMID: 39085222 PMCID: PMC11291675 DOI: 10.1038/s41467-024-50583-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 07/15/2024] [Indexed: 08/02/2024] Open
Abstract
Genetic variation in the human leukocyte antigen (HLA) loci is associated with risk of immune-mediated diseases, but the molecular effects of HLA polymorphism are unclear. Here we examined the effects of HLA genetic variation on the expression of 2940 plasma proteins across 45,330 Europeans in the UK Biobank, with replication analyses across multiple ancestry groups. We detected 504 proteins affected by HLA variants (HLA-pQTL), including widespread trans effects by autoimmune disease risk alleles. More than 80% of the HLA-pQTL fine-mapped to amino acid positions in the peptide binding groove. HLA-I and II affected proteins expressed in similar cell types but in different pathways of both adaptive and innate immunity. Finally, we investigated potential HLA-pQTL effects on disease by integrating HLA-pQTL with fine-mapped HLA-disease signals in the UK Biobank. Our data reveal the diverse effects of HLA genetic variation and aid the interpretation of associations between HLA alleles and immune-mediated diseases.
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Affiliation(s)
- Chirag Krishna
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA.
| | - Joshua Chiou
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA
| | - Saori Sakaue
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Divisions of Genetics and Rheumatology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Joyce B Kang
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Divisions of Genetics and Rheumatology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | | | - Isac Lee
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA
| | | | - Hye In Kim
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA
| | - David von Schack
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA
| | - Soumya Raychaudhuri
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Divisions of Genetics and Rheumatology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Daniel Ziemek
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA
| | - Xinli Hu
- Pfizer Research and Development, Pfizer Inc., Cambridge, MA, USA.
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35
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Jimenez-Leon MR, Gasca-Capote C, Roca-Oporto C, Espinosa N, Sobrino S, Fontillon-Alberdi M, Gao C, Roseto I, Gladkov G, Rivas-Jeremias I, Neukam K, Sanchez-Hernandez JG, Rigo-Bonnin R, Cervera-Barajas AJ, Mesones R, García F, Alvarez-Rios AI, Bachiller S, Vitalle J, Perez-Gomez A, Camacho-Sojo MI, Gallego I, Brander C, McGowan I, Mothe B, Viciana P, Yu X, Lichterfeld M, Lopez-Cortes LF, Ruiz-Mateos E. Vedolizumab and ART in recent HIV-1 infection unveil the role of α4β7 in reservoir size. JCI Insight 2024; 9:e182312. [PMID: 38980725 PMCID: PMC11343594 DOI: 10.1172/jci.insight.182312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 07/03/2024] [Indexed: 07/11/2024] Open
Abstract
BACKGROUNDWe evaluated the safety and viral rebound, after analytical treatment interruption (ATI), of vedolizumab and ART in recent HIV-1 infection. We used this model to analyze the effect of α4β7 on the HIV-1 reservoir size.METHODSParticipants started ART with monthly vedolizumab infusions, and ATI was performed at week 24. Biopsies were obtained from ileum and cecum at baseline and week 24. Vedolizumab levels, HIV-1 reservoir, flow cytometry, and cell-sorting and antibody competition experiments were assayed.RESULTSVedolizumab was safe and well tolerated. No participant achieved undetectable viremia off ART 24 weeks after ATI. Only a modest effect on the time to achieve more than 1,000 HIV-1 RNA copies/mL and the proportion of participants off ART was observed, being higher in the vedolizumab group compared with historical controls. Just before ATI, α4β7 expression was associated with HIV-1 DNA and RNA in peripheral blood and with PD1 and TIGIT levels. Importantly, a complete blocking of α4β7 was observed on peripheral CD4+ T cells but not in gut (ileum and cecum), where α4β7 blockade and vedolizumab levels were inversely associated with HIV-1 DNA.CONCLUSIONOur findings support α4β7 as an important determinant in HIV-1 reservoir size, suggesting the complete α4β7 blockade in tissue as a promising tool for HIV-cure combination strategies.TRIAL REGISTRATIONClinicalTrials.gov NCT03577782.FUNDINGThis work was supported by the Instituto de Salud Carlos III (Fondo Europeo de Desarrollo Regional, "a way to make Europe," research contracts FI17/00186 and FI19/00083 and research projects PI18/01532, PI19/01127, PI22/01796), Conserjería de Economía, Conocimiento, Empresas y Universidad, Junta de Andalucía (research projects P20/00906), the Red Temática de Investigación Cooperativa en SIDA (RD16/0025/0020), and the Spanish National Research Council.
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Affiliation(s)
- Maria Reyes Jimenez-Leon
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Carmen Gasca-Capote
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Cristina Roca-Oporto
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Nuria Espinosa
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | | | | | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Isabelle Roseto
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Gregory Gladkov
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Inmaculada Rivas-Jeremias
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Karin Neukam
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | | | - Raul Rigo-Bonnin
- Department of Clinical Laboratory, Hospital Universitari de Bellvitge, Instituto de Investigación Biomédica de Bellvitge, Universitat de Barcelona, Barcelona, Spain
| | | | - Rosario Mesones
- Clinical Trials Units, Virgen del Rocío University Hospital, Seville, Spain
| | - Federico García
- Departament of Microbiology, San Cecilio University Hospital, Instituto de Investigación Ibs, Granada, Ciber de Enfermedades Infecciosas, Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, Granada, Spain
| | | | - Sara Bachiller
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Joana Vitalle
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Alberto Perez-Gomez
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - María Inés Camacho-Sojo
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Isabel Gallego
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | | | | | - Beatriz Mothe
- Infectious Diseases Department and IrsiCaixa AIDS Research Institute, Hospital Germans Trias I Pujol, Badalona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, Spain
| | - Pompeyo Viciana
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Xu Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Luis F. Lopez-Cortes
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
| | - Ezequiel Ruiz-Mateos
- Institute of Biomedicine of Seville, Virgen del Rocío University Hospital, Consejo Superior de Investigaciones Científicas, University of Seville, Clinical Unit of Infectious Diseases, Microbiology and Parasitology, Seville, Spain
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36
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Al-kaabi M, Deshpande P, Firth M, Pavlos R, Chopra A, Basiri H, Currenti J, Alves E, Kalams S, Fellay J, Phillips E, Mallal S, John M, Gaudieri S. Epistatic interaction between ERAP2 and HLA modulates HIV-1 adaptation and disease outcome in an Australian population. PLoS Pathog 2024; 20:e1012359. [PMID: 38980912 PMCID: PMC11259285 DOI: 10.1371/journal.ppat.1012359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 07/19/2024] [Accepted: 06/19/2024] [Indexed: 07/11/2024] Open
Abstract
A strong genetic predictor of outcome following untreated HIV-1 infection is the carriage of specific alleles of human leukocyte antigens (HLAs) that present viral epitopes to T cells. Residual variation in outcome measures may be attributed, in part, to viral adaptation to HLA-restricted T cell responses. Variants of the endoplasmic reticulum aminopeptidases (ERAPs) influence the repertoire of T cell epitopes presented by HLA alleles as they trim pathogen-derived peptide precursors to optimal lengths for antigen presentation, along with other functions unrelated to antigen presentation. We investigated whether ERAP variants influence HLA-associated HIV-1 adaptation with demonstrable effects on overall HIV-1 disease outcome. Utilizing host and viral data of 249 West Australian individuals with HIV-1 subtype B infection, we identified a novel association between two linked ERAP2 single nucleotide polymorphisms (SNPs; rs2248374 and rs2549782) with plasma HIV RNA concentration (viral load) (P adjusted = 0.0024 for both SNPs). Greater HLA-associated HIV-1 adaptation in the HIV-1 Gag gene correlated significantly with higher viral load, lower CD4+ T cell count and proportion; P = 0.0103, P = 0.0061, P = 0.0061, respectively). When considered together, there was a significant interaction between the two ERAP2 SNPs and HLA-associated HIV-1 adaptation on viral load (P = 0.0111). In a comprehensive multivariate model, addition of ERAP2 haplotypes and HLA associated adaptation as an interaction term to known HLA and CCR5 determinants and demographic factors, increased the explanatory variance of population viral load from 17.67% to 45.1% in this dataset. These effects were not replicated in publicly available datasets with comparably sized cohorts, suggesting that any true global epistasis may be dependent on specific HLA-ERAP allelic combinations. Our data raises the possibility that ERAP2 variants may shape peptide repertoires presented to HLA class I-restricted T cells to modulate the degree of viral adaptation within individuals, in turn contributing to disease variability at the population level. Analyses of other populations and experimental studies, ideally with locally derived ERAP genotyping and HLA-specific viral adaptations are needed to elucidate this further.
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Affiliation(s)
- Marwah Al-kaabi
- School of Human Sciences, University of Western Australia, Crawley, Australia
| | - Pooja Deshpande
- School of Human Sciences, University of Western Australia, Crawley, Australia
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
| | - Martin Firth
- School of Physics, Mathematics and Computing, Department of Mathematics and Statistics, University of Western Australia, Crawley, Australia
| | - Rebecca Pavlos
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
| | - Abha Chopra
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
| | - Hamed Basiri
- School of Human Sciences, University of Western Australia, Crawley, Australia
| | - Jennifer Currenti
- School of Human Sciences, University of Western Australia, Crawley, Australia
| | - Eric Alves
- School of Human Sciences, University of Western Australia, Crawley, Australia
| | - Spyros Kalams
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Jacques Fellay
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Swiss HIV Cohort Study, Zurich, Switzerland
| | - Elizabeth Phillips
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Simon Mallal
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Mina John
- School of Human Sciences, University of Western Australia, Crawley, Australia
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
- Department of Clinical Immunology, Royal Perth Hospital, Perth, Australia
| | - Silvana Gaudieri
- School of Human Sciences, University of Western Australia, Crawley, Australia
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Australia
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
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37
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Xiang K, Zhang M, Yang B, Liu X, Wang Y, Liu H, Song Y, Yuan Y, Zhang L, Wen T, Zhang GW. TM-Score predicts immunotherapy efficacy and improves the performance of the machine learning prognostic model in gastric cancer. Int Immunopharmacol 2024; 134:112224. [PMID: 38723370 DOI: 10.1016/j.intimp.2024.112224] [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: 10/29/2023] [Revised: 04/13/2024] [Accepted: 05/05/2024] [Indexed: 06/03/2024]
Abstract
Immunotherapy is becoming increasingly important, but the overall response rate is relatively low in the treatment of gastric cancer (GC). The application of tumor mutational burden (TMB) in predicting immunotherapy efficacy in GC patients is limited and controversial, emphasizing the importance of optimizing TMB-based patient selection. By combining TMB and major histocompatibility complex (MHC) related hub genes, we established a novel TM-Score. This score showed superior performance for immunotherapeutic selection (AUC = 0.808) compared to TMB, MSI status, and EBV status. Additionally, it predicted the prognosis of GC patients. Subsequently, a machine learning model adjusted by the TM-Score further improved the accuracy of survival prediction (AUC > 0.8). Meanwhile, we found that GC patients with low TM-Score had a higher mutation frequency, higher expression of HLA genes and immune checkpoint genes, and higher infiltration of CD8+ T cells, CD4+ helper T cells, and M1 macrophages. This suggests that TM-Score is significantly associated with tumor immunogenicity and tumor immune environment. Notably, based on the RNA-seq and scRNA-seq, it was found that AKAP5, a key component gene of TM-Score, is involved in anti-tumor immunity by promoting the infiltration of CD4+ T cells, NK cells, and myeloid cells. Additionally, siAKAP5 significantly reduced MHC-II mRNA expression in the GC cell line. In addition, our immunohistochemistry assays confirmed a positive correlation between AKAP5 and human leukocyte antigen (HLA) expression. Furthermore, AKAP5 levels were higher in patients with longer survival and those who responded to immunotherapy in GC, indicating its potential value in predicting prognosis and immunotherapy outcomes. In conclusion, TM-Score, as an optimization of TMB, is a more precise biomarker for predicting the immunotherapy efficacy of the GC population. Additionally, AKAP5 shows promise as a therapeutic target for GC.
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Affiliation(s)
- Kanghui Xiang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Minghui Zhang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Bowen Yang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xu Liu
- Department of Respiratory and Infectious Disease of Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yusi Wang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Hengxin Liu
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yujia Song
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yonghui Yuan
- Liaoning Cancer Hospital & Institute, Clinical Research Center for Malignant Tumor of Liaoning Province, Cancer Hospital of China Medical University, Shenyang, China
| | - Lingyun Zhang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China.
| | - Ti Wen
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China.
| | - Guang-Wei Zhang
- Smart Hospital Management Department, The First Hospital of China Medical University, Shenyang, Liaoning, China.
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Mørup SB, Leung P, Reilly C, Sherman BT, Chang W, Milojevic M, Milinkovic A, Liappis A, Borgwardt L, Petoumenos K, Paredes R, Mistry SS, MacPherson CR, Lundgren J, Helleberg M, Reekie J, Murray DD. The association between single-nucleotide polymorphisms within type 1 interferon pathway genes and human immunodeficiency virus type 1 viral load in antiretroviral-naïve participants. AIDS Res Ther 2024; 21:27. [PMID: 38698440 PMCID: PMC11067292 DOI: 10.1186/s12981-024-00610-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 03/29/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Human genetic contribution to HIV progression remains inadequately explained. The type 1 interferon (IFN) pathway is important for host control of HIV and variation in type 1 IFN genes may contribute to disease progression. This study assessed the impact of variations at the gene and pathway level of type 1 IFN on HIV-1 viral load (VL). METHODS Two cohorts of antiretroviral (ART) naïve participants living with HIV (PLWH) with either early (START) or advanced infection (FIRST) were analysed separately. Type 1 IFN genes (n = 17) and receptor subunits (IFNAR1, IFNAR2) were examined for both cumulated type 1 IFN pathway analysis and individual gene analysis. SKAT-O was applied to detect associations between the genotype and HIV-1 study entry viral load (log10 transformed) as a proxy for set point VL; P-values were corrected using Bonferroni (P < 0.0025). RESULTS The analyses among those with early infection included 2429 individuals from five continents. The median study entry HIV VL was 14,623 (IQR 3460-45100) copies/mL. Across 673 SNPs within 19 type 1 IFN genes, no significant association with study entry VL was detected. Conversely, examining individual genes in START showed a borderline significant association between IFNW1, and study entry VL (P = 0.0025). This significance remained after separate adjustments for age, CD4+ T-cell count, CD4+/CD8+ T-cell ratio and recent infection. When controlling for population structure using linear mixed effects models (LME), in addition to principal components used in the main model, this was no longer significant (p = 0.0244). In subgroup analyses stratified by geographical region, the association between IFNW1 and study entry VL was only observed among African participants, although, the association was not significant when controlling for population structure using LME. Of the 17 SNPs within the IFNW1 region, only rs79876898 (A > G) was associated with study entry VL (p = 0.0020, beta = 0.32; G associated with higher study entry VL than A) in single SNP association analyses. The findings were not reproduced in FIRST participants. CONCLUSION Across 19 type 1 IFN genes, only IFNW1 was associated with HIV-1 study entry VL in a cohort of ART-naïve individuals in early stages of their infection, however, this was no longer significant in sensitivity analyses that controlled for population structures using LME.
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Affiliation(s)
- Sara Bohnstedt Mørup
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Preston Leung
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Cavan Reilly
- Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Brad T Sherman
- Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Weizhong Chang
- Laboratory of Human Retrovirology and Immunoinformatics, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Maja Milojevic
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Ana Milinkovic
- Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | - Angelike Liappis
- Washington DC Veterans Affairs Medical Center and The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Line Borgwardt
- Center for Genomic Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Kathy Petoumenos
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Roger Paredes
- Department of Infectious Diseases and IrsiCaixa, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
| | - Shweta S Mistry
- Division of Biostatistics and Health Data Science, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Cameron R MacPherson
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Institut Roche, Boulogne-Billancourt, France
| | - Jens Lundgren
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Marie Helleberg
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Joanne Reekie
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Daniel D Murray
- Centre of Excellence for Health, Immunity, and Infections, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
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Feng M, Chan KC, Zhong Q, Zhou R. In silico design of high-affinity antigenic peptides for HLA-B44. Int J Biol Macromol 2024; 267:131356. [PMID: 38574928 DOI: 10.1016/j.ijbiomac.2024.131356] [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: 01/22/2024] [Revised: 04/01/2024] [Accepted: 04/01/2024] [Indexed: 04/06/2024]
Abstract
Cancer cell-killing by CD8+ T cells demands effective tumor antigen presentation by human leukocyte antigen class I (HLA-I) molecules. Screening and designing highly immunogenic neoantigens require quantitative computations to reliably predict HLA-peptide binding affinities. Here, with all-atom molecular dynamics (MD) simulations and free energy perturbation (FEP) methods, we design a collection of antigenic peptide candidates through in silico mutagenesis studies on immunogenic neoantigens, yielding enhanced binding affinities to HLA-B*44:02. In-depth structural dissection shows that introducing positively charged residues such as arginine to position 6 or lysine to position 7 of the candidates triggers conformational shifts in both peptides and the antigen-binding groove of the HLA, following the "induced-fit" mechanism. Enhancement in binding affinities compared to the wild-type was found in three out of five mutated candidates. The HLA pocket, capable of accommodating positively charged residues in positions from 5 to 7, is designated as the "dynamic pocket". Taken together, we showcase an effective structure-based binding affinity optimization framework for antigenic peptides of HLA-B*44:02 and underscore the importance of dynamic nature of the antigen-binding groove in concert with the anchoring motifs. This work provides structural insights for rational design of favorable HLA-peptide bindings and future developments in neoantigen-based therapeutics.
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Affiliation(s)
- Mei Feng
- Lanzhou Center for Theoretical Physics, Key Laboratory of Theoretical Physics of Gansu Province, Lanzhou University, Lanzhou, Gansu 730000, China; Institute of Quantitative Biology, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China; Shanghai Institute for Advanced Study, Zhejiang University, Shanghai 201203, China
| | - Kevin C Chan
- Institute of Quantitative Biology, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China; Shanghai Institute for Advanced Study, Zhejiang University, Shanghai 201203, China
| | - Qinglu Zhong
- Institute of Quantitative Biology, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China; Shanghai Institute for Advanced Study, Zhejiang University, Shanghai 201203, China
| | - Ruhong Zhou
- Institute of Quantitative Biology, and College of Life Sciences, Zhejiang University, 310027 Hangzhou, China; Shanghai Institute for Advanced Study, Zhejiang University, Shanghai 201203, China; The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310058, China; Department of Chemistry, Columbia University, New York, NY 10027, USA.
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40
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Wilson E, Cava JK, Chowell D, Raja R, Mangalaparthi KK, Pandey A, Curtis M, Anderson KS, Singharoy A. The electrostatic landscape of MHC-peptide binding revealed using inception networks. Cell Syst 2024; 15:362-373.e7. [PMID: 38554709 DOI: 10.1016/j.cels.2024.03.001] [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: 04/04/2023] [Revised: 11/24/2023] [Accepted: 03/05/2024] [Indexed: 04/02/2024]
Abstract
Predictive modeling of macromolecular recognition and protein-protein complementarity represents one of the cornerstones of biophysical sciences. However, such models are often hindered by the combinatorial complexity of interactions at the molecular interfaces. Exemplary of this problem is peptide presentation by the highly polymorphic major histocompatibility complex class I (MHC-I) molecule, a principal component of immune recognition. We developed human leukocyte antigen (HLA)-Inception, a deep biophysical convolutional neural network, which integrates molecular electrostatics to capture non-bonded interactions for predicting peptide binding motifs across 5,821 MHC-I alleles. These predictions of generated motifs correlate strongly with experimental peptide binding and presentation data. Beyond molecular interactions, the study demonstrates the application of predicted motifs in analyzing MHC-I allele associations with HIV disease progression and patient response to immune checkpoint inhibitors. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Eric Wilson
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85207, USA; The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - John Kevin Cava
- School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ 85207, USA
| | - Diego Chowell
- The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Remya Raja
- Department of Immunology, Mayo Clinic, Scottsdale, AZ 85259, USA
| | - Kiran K Mangalaparthi
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Akhilesh Pandey
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA; Center for Individualized Medicine, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA; Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Marion Curtis
- Department of Immunology, Mayo Clinic, Scottsdale, AZ 85259, USA; College of Medicine and Science, Mayo Clinic, Scottsdale, AZ 85259, USA; Department of Cancer Biology, Mayo Clinic, Scottsdale, AZ 85259, USA
| | - Karen S Anderson
- School of Life Sciences, Arizona State University, Tempe, AZ 85207, USA.
| | - Abhishek Singharoy
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85207, USA.
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Secher S, Hentzien M, Cuzin L, Jacomet C, Hocqueloux L, Rey D, Menard A, Arvieux C, Raffi F, Bani-Sadr F. No Association Between HLA-B*57:01 and Prevalence and/or Outcome of Progressive Multifocal Leukoencephalopathy in a French Nationwide Human Immunodeficiency Virus Cohort. AIDS Res Hum Retroviruses 2024; 40:253-256. [PMID: 37756371 DOI: 10.1089/aid.2023.0050] [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] [Indexed: 09/29/2023] Open
Abstract
Among 34,351 patients living with human immunodeficiency virus with available HLA-B*57:01 included in the Dat'AIDS cohort, 194 patients (0.56%) had a history of progressive multifocal leukoencephalopathy (PML) and 1,746 (5.08%) were carriers of HLA-B*57:01. The frequency of HLA-B*57:01 was similar among patients with history of PML compared with patients without a history of PML (6.19% [95% confidence interval, CI 2.8%-9.6%] vs. 5.08% [95% CI 4.8%-5.3%]; p = .48). Among patients with PML, clinical and biological characteristics at PML diagnosis and the PML outcome were not different according to HLA-B*57:01 status.
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Affiliation(s)
- Solène Secher
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Nantes, Nantes, France
| | - Maxime Hentzien
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Reims, Reims, France
| | - Lise Cuzin
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Martinique, Martinique, France
| | - Christine Jacomet
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France
| | - Laurent Hocqueloux
- Department of Infectious Diseases, Centre Hospitalier Regional d'Orleans, Orléans, France
| | - David Rey
- Centre de Soins de l'Infection par le VIH, Hopitaux universitaires de Strasbourg, Strasbourg, France
| | - Amélie Menard
- Marseille Public University Hospital System, Assistance Publique Hopitaux de Marseille, Marseille, France
| | - Cédric Arvieux
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Rennes, Rennes, France
| | - François Raffi
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Nantes, Nantes, France
| | - Firouzé Bani-Sadr
- Department of Infectious Diseases, Centre Hospitalier Universitaire de Reims, Reims, France
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Krishna C, Tervi A, Saffern M, Wilson EA, Yoo SK, Mars N, Roudko V, Cho BA, Jones SE, Vaninov N, Selvan ME, Gümüş ZH, Lenz TL, Merad M, Boffetta P, Martínez-Jiménez F, Ollila HM, Samstein RM, Chowell D. An immunogenetic basis for lung cancer risk. Science 2024; 383:eadi3808. [PMID: 38386728 PMCID: PMC11998992 DOI: 10.1126/science.adi3808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 01/16/2024] [Indexed: 02/24/2024]
Abstract
Cancer risk is influenced by inherited mutations, DNA replication errors, and environmental factors. However, the influence of genetic variation in immunosurveillance on cancer risk is not well understood. Leveraging population-level data from the UK Biobank and FinnGen, we show that heterozygosity at the human leukocyte antigen (HLA)-II loci is associated with reduced lung cancer risk in smokers. Fine-mapping implicated amino acid heterozygosity in the HLA-II peptide binding groove in reduced lung cancer risk, and single-cell analyses showed that smoking drives enrichment of proinflammatory lung macrophages and HLA-II+ epithelial cells. In lung cancer, widespread loss of HLA-II heterozygosity (LOH) favored loss of alleles with larger neopeptide repertoires. Thus, our findings nominate genetic variation in immunosurveillance as a critical risk factor for lung cancer.
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Affiliation(s)
- Chirag Krishna
- Broad Institute of MIT and Harvard; Cambridge, MA 02142, USA
| | - Anniina Tervi
- Institute for Molecular Medicine (FIMM), HiLIFE, University of Helsinki; Helsinki, Finland
| | - Miriam Saffern
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Eric A. Wilson
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Seong-Keun Yoo
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Nina Mars
- Institute for Molecular Medicine (FIMM), HiLIFE, University of Helsinki; Helsinki, Finland
| | - Vladimir Roudko
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Byuri Angela Cho
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Samuel Edward Jones
- Institute for Molecular Medicine (FIMM), HiLIFE, University of Helsinki; Helsinki, Finland
| | - Natalie Vaninov
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Myvizhi Esai Selvan
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Zeynep H Gümüş
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | | | - Tobias L. Lenz
- Research Unit for Evolutionary Immunogenomics, Department of Biology, Universität Hamburg; 20146 Hamburg, Germany
| | - Miriam Merad
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Paolo Boffetta
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna; 40138 Bologna, Italy
- Stony Brook Cancer Center, Stony Brook University; New York, NY 11794, USA
| | - Francisco Martínez-Jiménez
- Vall d’Hebron Institute of Oncology, Barcelona, Spain
- Hartwig Medical Foundation, Amsterdam, the Netherlands
| | - Hanna M. Ollila
- Broad Institute of MIT and Harvard; Cambridge, MA 02142, USA
- Institute for Molecular Medicine (FIMM), HiLIFE, University of Helsinki; Helsinki, Finland
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School; Boston, MA 02114, USA
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Robert M. Samstein
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
| | - Diego Chowell
- The Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai; New York, NY 10029, USA
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Kim D, Song J, Mancuso N, Mangul S, Jung J, Jang W. Large-scale integrative analysis of juvenile idiopathic arthritis for new insight into its pathogenesis. Arthritis Res Ther 2024; 26:47. [PMID: 38336809 PMCID: PMC10858498 DOI: 10.1186/s13075-024-03280-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 01/29/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Juvenile idiopathic arthritis (JIA) is one of the most prevalent rheumatic disorders in children and is classified as an autoimmune disease (AID). While a robust genetic contribution to JIA etiology has been established, the exact pathogenesis remains unclear. METHODS To prioritize biologically interpretable susceptibility genes and proteins for JIA, we conducted transcriptome-wide and proteome-wide association studies (TWAS/PWAS). Then, to understand the genetic architecture of JIA, we systematically analyzed single-nucleotide polymorphism (SNP)-based heritability, a signature of natural selection, and polygenicity. Next, we conducted HLA typing using multi-ethnicity RNA sequencing data. Additionally, we examined the T cell receptor (TCR) repertoire at a single-cell level to explore the potential links between immunity and JIA risk. RESULTS We have identified 19 TWAS genes and two PWAS proteins associated with JIA risks. Furthermore, we observe that the heritability and cell type enrichment analysis of JIA are enriched in T lymphocytes and HLA regions and that JIA shows higher polygenicity compared to other AIDs. In multi-ancestry HLA typing, B*45:01 is more prevalent in African JIA patients than in European JIA patients, whereas DQA1*01:01, DQA1*03:01, and DRB1*04:01 exhibit a higher frequency in European JIA patients. Using single-cell immune repertoire analysis, we identify clonally expanded T cell subpopulations in JIA patients, including CXCL13+BHLHE40+ TH cells which are significantly associated with JIA risks. CONCLUSION Our findings shed new light on the pathogenesis of JIA and provide a strong foundation for future mechanistic studies aimed at uncovering the molecular drivers of JIA.
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Affiliation(s)
- Daeun Kim
- Department of Life Sciences, Dongguk University-Seoul, Seoul, 04620, Republic of Korea
| | - Jaeseung Song
- Department of Life Sciences, Dongguk University-Seoul, Seoul, 04620, Republic of Korea
| | - Nicholas Mancuso
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Quantitative and Computational Biology, USC Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, USA
| | - Serghei Mangul
- Department of Quantitative and Computational Biology, USC Dornsife College of Letters, Arts and Sciences, University of Southern California, Los Angeles, CA, USA
- Titus Family Department of Clinical Pharmacy, USC Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA, USA
| | - Junghyun Jung
- Department of Life Sciences, Dongguk University-Seoul, Seoul, 04620, Republic of Korea.
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
- Department of Computational Biomedicine, Cedars-Sinai Medical Center, Hollywood, CA, USA.
| | - Wonhee Jang
- Department of Life Sciences, Dongguk University-Seoul, Seoul, 04620, Republic of Korea.
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Yadav V, Ravichandran S. Significance of understanding the genomics of host-pathogen interaction in limiting antibiotic resistance development: lessons from COVID-19 pandemic. Brief Funct Genomics 2024; 23:69-74. [PMID: 36722037 DOI: 10.1093/bfgp/elad001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 12/15/2022] [Accepted: 01/09/2023] [Indexed: 02/02/2023] Open
Abstract
The entire world is facing the stiff challenge of COVID-19 pandemic. To overcome the spread of this highly infectious disease, several short-sighted strategies were adopted such as the use of broad-spectrum antibiotics and antifungals. However, the misuse and/or overuse of antibiotics have accentuated the emergence of the next pandemic: antimicrobial resistance (AMR). It is believed that pathogens while transferring between humans and the environment carry virulence and antibiotic-resistant factors from varied species. It is presumed that all such genetic factors are quantifiable and predictable, a better understanding of which could be a limiting step for the progression of AMR. Herein, we have reviewed how genomics-based understanding of host-pathogen interactions during COVID-19 could reduce the non-judicial use of antibiotics and prevent the eruption of an AMR-based pandemic in future.
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Affiliation(s)
- Vikas Yadav
- Department of Translational Medicine, Clinical Research Centre, Skaone University Hospital, Lund University, Malmo SE-20213, Sweden
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45
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Lobos CA, Chatzileontiadou DSM, Sok B, Almedia C, Halim H, D'Orsogna L, Gras S. Molecular insights into the HLA-B35 molecules' classification associated with HIV control. Immunol Cell Biol 2024; 102:34-45. [PMID: 37811811 PMCID: PMC10952751 DOI: 10.1111/imcb.12698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 07/04/2023] [Accepted: 09/19/2023] [Indexed: 10/10/2023]
Abstract
Human leukocyte antigen (HLA) class I molecules have been shown to influence the immune response to HIV infection and acquired immunodeficiency syndrome progression. Polymorphisms within the HLA-B35 molecules divide the family into two groups, namely, Px and PY. The Px group is associated with deleterious effects and accelerated disease progression in HIV+ patients, whereas the PY group is not. The classification is based on the preferential binding of a tyrosine at the C-terminal part of the peptide in the PY group, and a nontyrosine residue in the Px group. However, there is a lack of knowledge on the molecular differences between the two groups. Here, we have investigated three HLA-B35 molecules, namely, HLA-B*35:01 (PY), HLA-B*35:03 (Px) and HLA-B*35:05 (unclassified). We selected an HIV-derived peptide, NY9, and demonstrated that it can trigger a polyfunctional CD8+ T-cell response in HLA-B*35:01+ /HIV+ patients. We determined that in the complex with the NY9 peptide, the PY molecule was more stable than the Px molecule. We solved the crystal structures of the three HLA molecules in complex with the NY9 peptide, and structural similarities with HLA-B*35:01 would classify the HLA-B*35:05 within the PY group. Interestingly, we found that HLA-B*35:05 can also bind a small molecule in its cleft, suggesting that small drugs could bind as well.
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Affiliation(s)
- Christian A Lobos
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular ScienceLa Trobe UniversityBundooraVICAustralia
- Department of Biochemistry and Molecular BiologyMonash UniversityClaytonVICAustralia
| | - Demetra SM Chatzileontiadou
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular ScienceLa Trobe UniversityBundooraVICAustralia
- Department of Biochemistry and Molecular BiologyMonash UniversityClaytonVICAustralia
| | - Bonin Sok
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular ScienceLa Trobe UniversityBundooraVICAustralia
| | - Coral‐Ann Almedia
- Department of Clinical Immunology and PathWestFiona Stanley HospitalPerthWAAustralia
- School of MedicineUniversity of Western AustraliaPerthWAAustralia
| | - Hanim Halim
- Department of Biochemistry and Molecular BiologyMonash UniversityClaytonVICAustralia
| | - Lloyd D'Orsogna
- Department of Clinical Immunology and PathWestFiona Stanley HospitalPerthWAAustralia
- School of MedicineUniversity of Western AustraliaPerthWAAustralia
| | - Stephanie Gras
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular ScienceLa Trobe UniversityBundooraVICAustralia
- Department of Biochemistry and Molecular BiologyMonash UniversityClaytonVICAustralia
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46
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Rovatti PE, Muccini C, Punta M, Galli L, Mainardi I, Ponta G, Vago LAE, Castagna A. Impact of predicted HLA class I immunopeptidome on viral reservoir in a cohort of people living with HIV in Italy. HLA 2024; 103:e15298. [PMID: 37962099 DOI: 10.1111/tan.15298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 10/30/2023] [Accepted: 11/04/2023] [Indexed: 11/15/2023]
Abstract
The class I HLA genotype has been widely recognized as a factor influencing HIV disease progression in treatment-naïve subjects. However, little is known regarding its role in HIV disease course and how it influences the size of the viral reservoir once anti-retroviral therapy (ART) is started. Here, leveraging on cutting-edge bioinformatic tools, we explored the relationship between HLA class I and the HIV reservoir in a cohort of 90 people living with HIV (PLWH) undergoing ART and who achieved viral suppression. Analysis of HLA allele distribution among patients with high and low HIV reservoir allowed us to document a predominant role of HLA-B and -C genes in regulating the size of HIV reservoir. We then focused on the analysis of HIV antigen (Ag) repertoire, by investigating immunogenetic parameters such as the degree of homozygosity, HLA evolutionary distance and Ag load. In particular, we used two different bioinformatic algorithms, NetMHCpan and MixMHCpred, to predict HLA presentation of immunogenic HIV-derived peptides and identified HLA-B*57:01 and HLA-B*58:01 among the highest ranking HLAs in terms of total load, suggesting that their previously reported protective role against HIV disease progression might be linked to a more effective viral recognition and presentation to Cytotoxic T lymphocytes (CTLs). Further, we speculated that some peptide-HLA complexes, including those produced by the interaction between HLA-B*27 and the HIV Gag protein, might be particularly relevant for the efficient regulation of HIV replication and containment of the HIV reservoir. Last, we provide evidence of a possible synergistic effect between the CCR5 ∆32 mutation and Ag load in controlling HIV reservoir.
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Affiliation(s)
- Pier Edoardo Rovatti
- Unit of Immunogenetics, Leukemia Genomics and Immunobiology, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Camilla Muccini
- Vita-Salute San Raffaele University, Milan, Italy
- Infectious Diseases Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marco Punta
- Unit of Immunogenetics, Leukemia Genomics and Immunobiology, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Laura Galli
- Infectious Diseases Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | | | | | - Luca Aldo Edoardo Vago
- Unit of Immunogenetics, Leukemia Genomics and Immunobiology, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- Hematology and Bone Marrow Transplantation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Antonella Castagna
- Vita-Salute San Raffaele University, Milan, Italy
- Infectious Diseases Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
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47
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Hartana CA, Lancien M, Gao C, Rassadkina Y, Lichterfeld M, Yu XG. IL-15-dependent immune crosstalk between natural killer cells and dendritic cells in HIV-1 elite controllers. Cell Rep 2023; 42:113530. [PMID: 38048223 PMCID: PMC10765318 DOI: 10.1016/j.celrep.2023.113530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 10/04/2023] [Accepted: 11/17/2023] [Indexed: 12/06/2023] Open
Abstract
As the principal effector cell population of the innate immune system, natural killer (NK) cells may make critical contributions to natural, immune-mediated control of HIV-1 replication. Using genome-wide assessments of activating and inhibitory chromatin features, we demonstrate here that cytotoxic NK (cNK) cells from elite controllers (ECs) display elevated activating histone modifications at the interleukin 2 (IL-2)/IL-15 receptor β chain and the BCL2 gene loci. These histone changes translate into increased responsiveness of cNK cells to paracrine IL-15 secretion, which coincides with higher levels of IL-15 transcription by myeloid dendritic cells in ECs. The distinct immune crosstalk between these innate immune cell populations results in improved IL-15-dependent cNK cell survival and cytotoxicity, paired with a metabolic profile biased toward IL-15-mediated glycolytic activities. Together, these results suggest that cNK cells from ECs display a programmed IL-15 response signature and support the emerging role of innate immune pathways in natural, drug-free control of HIV-1.
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Affiliation(s)
| | - Melanie Lancien
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Ce Gao
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | | | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA.
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48
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Doyon-Laliberté K, Aranguren M, Chagnon-Choquet J, Batraville LA, Dagher O, Richard J, Paniconi M, Routy JP, Tremblay C, Quintal MC, Brassard N, Kaufmann DE, Finzi A, Poudrier J, Roger M. Excess BAFF May Impact HIV-1-Specific Antibodies and May Promote Polyclonal Responses Including Those from First-Line Marginal Zone B-Cell Populations. Curr Issues Mol Biol 2023; 46:25-43. [PMID: 38275663 PMCID: PMC10814910 DOI: 10.3390/cimb46010003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 12/07/2023] [Accepted: 12/13/2023] [Indexed: 01/27/2024] Open
Abstract
We have previously shown that blood levels of B-cell Activating Factor (BAFF) rise relatively to disease progression status in the context of HIV-1 infection. Excess BAFF was concomitant with hyperglobulinemia and the deregulation of blood B-cell populations, notably with increased frequencies of a population sharing characteristics of transitional immature and marginal zone (MZ) B-cells, which we defined as marginal zone precursor-like" (MZp). In HIV-uninfected individuals, MZp present a B-cell regulatory (Breg) profile and function, which are lost in classic-progressors. Moreover, RNASeq analyses of blood MZp from classic-progressors depict a hyperactive state and signs of exhaustion, as well as an interferon signature similar to that observed in autoimmune disorders such as Systemic Lupus Erythematosus (SLE) and Sjögren Syndrome (SS), in which excess BAFF and deregulated MZ populations have also been documented. Based on the above, we hypothesize that excess BAFF may preclude the generation of HIV-1-specific IgG responses and drive polyclonal responses, including those from MZ populations, endowed with polyreactivity/autoreactivity. As such, we show that the quantity of HIV-1-specific IgG varies with disease progression status. In vitro, excess BAFF promotes polyclonal IgM and IgG responses, including those from MZp. RNASeq analyses reveal that blood MZp from classic-progressors are prone to Ig production and preferentially make usage of IGHV genes associated with some HIV broadly neutralizing antibodies (bNAbs), but also with autoantibodies, and whose impact in the battle against HIV-1 has yet to be determined.
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Affiliation(s)
- Kim Doyon-Laliberté
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Matheus Aranguren
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Josiane Chagnon-Choquet
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Laurie-Anne Batraville
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Olina Dagher
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Jonathan Richard
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Matteo Paniconi
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Jean-Pierre Routy
- Department of Medicine, McGill University Health Centre, McGill University, Montréal, QC H4A 3J1, Canada;
| | - Cécile Tremblay
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Marie-Claude Quintal
- Centre Hospitalier Ste-Justine de l’Université de Montréal, Montréal, QC H3T 1C5, Canada;
| | - Nathalie Brassard
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
| | - Daniel E. Kaufmann
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Médecine de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada
| | - Andrés Finzi
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Johanne Poudrier
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
| | - Michel Roger
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montréal, QC H2X 0A9, Canada; (K.D.-L.); (M.A.); (J.C.-C.); (L.-A.B.); (O.D.); (J.R.); (C.T.); (N.B.); (D.E.K.); (A.F.)
- Département de Microbiologie, Infectiologie et Immunologie de l‘Université de Montréal, Montréal, QC H3T 1J4, Canada;
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Valenzuela-Ponce H, Carbajal C, Soto-Nava M, Tapia-Trejo D, García-Morales C, Murillo W, Lorenzana I, Reyes-Terán G, Ávila-Ríos S. Honduras HIV cohort: HLA class I and CCR5-Δ32 profiles and their associations with HIV disease outcome. Microbiol Spectr 2023; 11:e0161323. [PMID: 37962394 PMCID: PMC10714756 DOI: 10.1128/spectrum.01613-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 10/03/2023] [Indexed: 11/15/2023] Open
Abstract
IMPORTANCE We identify both canonical and novel human leukocyte antigen (HLA)-HIV associations, providing a first step toward improved understanding of HIV immune control among the understudied Honduras Mestizo population. Our results are relevant to understanding the protective or detrimental effects of HLA subtypes in Latin America because their unique HLA diversity poses challenges for designing vaccines against HIV and interpreting results from such vaccine trials. Likewise, the description of the HLA profile in an understudied population that shows a unique HLA immunogenetic background is not only relevant for HIV immunology but also relevant in population genetics, molecular anthropology, susceptibility to other infections, autoimmune diseases, and allograft transplantation.
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Affiliation(s)
- Humberto Valenzuela-Ponce
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Candy Carbajal
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Maribel Soto-Nava
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Daniela Tapia-Trejo
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Claudia García-Morales
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
| | - Wendy Murillo
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Ivette Lorenzana
- Universidad Nacional Autónoma de Honduras, Tegucigalpa, Honduras
| | - Gustavo Reyes-Terán
- Comisión Coordinadora de Institutos Nacional de Salud y Hospitales de Alta Especialidad, Secretar ´ıa de Salud, Mexico City, Mexico
| | - Santiago Ávila-Ríos
- CIENI Centro de Investigación en Enfermedades Respiratorias, Instituto Nacional de Enfermedades Respiratorias Ismael Cosío Villegas, Mexico City, Mexico
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50
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Singh M, Leddy SM, Iñiguez LP, Bendall ML, Nixon DF, Feschotte C. Transposable elements may enhance antiviral resistance in HIV-1 elite controllers. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.11.571123. [PMID: 38168352 PMCID: PMC10760019 DOI: 10.1101/2023.12.11.571123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Less than 0.5% of people living with HIV-1 are elite controllers (ECs) - individuals who have a replication-competent viral reservoir in their CD4+ T cells but maintain undetectable plasma viremia without the help of antiretroviral therapy. While the EC CD4+ T cell transcriptome has been investigated for gene expression signatures associated with disease progression (or, in this case, a lack thereof), the expression and regulatory activity of transposable elements (TEs) in ECs has not been explored. Yet previous studies have established that TEs can directly impact the immune response to pathogens, including HIV-1. Thus, we hypothesize that the regulatory activities of TEs could contribute to the natural resistance of ECs against HIV-1. We perform a TE-centric analysis of previously published multi-omics data derived from EC individuals and other populations. We find that the CD4+ T cell transcriptome and retrotranscriptome of ECs are distinct from healthy controls, treated patients, and viremic progressors. However, there is a substantial level of transcriptomic heterogeneity among ECs. We categorize individuals with distinct chromatin accessibility and expression profiles into four clusters within the EC group, each possessing unique repertoires of TEs and antiviral factors. Notably, several TE families with known immuno-regulatory activity are differentially expressed among ECs. Their transcript levels in ECs positively correlate with their chromatin accessibility and negatively correlate with the expression of their KRAB zinc-finger (KZNF) repressors. This coordinated variation is seen at the level of individual TE loci likely acting or, in some cases, known to act as cis-regulatory elements for nearby genes involved in the immune response and HIV-1 restriction. Based on these results, we propose that the EC phenotype is driven in part by the reduced availability of specific KZNF proteins to repress TE-derived cis-regulatory elements for antiviral genes, thereby heightening their basal level of resistance to HIV-1 infection. Our study reveals considerable heterogeneity in the CD4+ T cell transcriptome of ECs, including variable expression of TEs and their KZNF controllers, that must be taken into consideration to decipher the mechanisms enabling HIV-1 control.
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Affiliation(s)
- Manvendra Singh
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
- Clinical Neuroscience, Max Planck Institute for Multidisciplinary Sciences, City Campus, Göttingen, Germany
| | - Sabrina M Leddy
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Luis Pedro Iñiguez
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Matthew L Bendall
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Douglas F Nixon
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Cédric Feschotte
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
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