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Ehrenberg PK, Geretz A, Volcic M, Izumi T, Yum LK, Waickman A, Shangguan S, Paquin-Proulx D, Creegan M, Bose M, Machmach K, McGraw A, Narahari A, Currier JR, Sacdalan C, Phanuphak N, Apps R, Corley M, Ndhlovu LC, Slike B, Krebs SJ, Anonworanich J, Tovanabutra S, Robb ML, Eller MA, Laird GM, Cyktor J, Daar ES, Crowell TA, Mellors JW, Vasan S, Michael NL, Kirchhoff F, Thomas R. Single-cell analyses identify monocyte gene expression profiles that influence HIV-1 reservoir size in acutely treated cohorts. Nat Commun 2025; 16:4975. [PMID: 40442100 PMCID: PMC12122806 DOI: 10.1038/s41467-025-59833-9] [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: 11/01/2024] [Accepted: 05/06/2025] [Indexed: 06/02/2025] Open
Abstract
Eliminating latent HIV-1 is a major goal of AIDS research but host factors determining the size of these reservoirs are poorly understood. Here, we investigate the role of host gene expression on HIV-1 reservoir size during suppressive antiretroviral therapy (ART). Peripheral blood cells of fourteen males initiating ART during acute infection and demonstrating effective viral suppression but varying magnitudes of total HIV-1 DNA were characterized by single-cell RNA sequencing. Differential expression analysis demonstrates increased CD14+ monocyte activity in participants having undetectable HIV-1 reservoirs, with IL1B expression inversely associating with reservoir size. This is validated in another cohort of 38 males comprised of different ancestry and HIV-1 subtypes, and with intact proviral DNA assay (IPDA®) measurements. Modeling interactions show monocyte IL1B expression associates inversely with reservoir size at higher frequencies of central memory CD4+ T cells, linking monocyte IL1B expression to cell types known to be reservoirs for persistent HIV-1. Functional analyses reveal that IL1B activates NF-κB, thereby promoting productive HIV-1 infection while simultaneously suppressing viral spread, suggesting a natural latency reversing activity to deplete the reservoir in ART-treated individuals. Altogether, scRNA-seq analyses reveal that monocyte IL1B expression could decrease HIV-1 proviral reservoirs in individuals initiating ART during acute infection.
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Affiliation(s)
- Philip K Ehrenberg
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Aviva Geretz
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Meta Volcic
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Taisuke Izumi
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
- Department of Biology, College of Arts and Sciences, American University, Washington D.C., USA
- District of Columbia Center for AIDS Research, Washington D.C., USA
- Department of Biology, College of Arts and Sciences, Saint Joseph's University, Philadelphia, PA, USA
| | - Lauren K Yum
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Adam Waickman
- Viral Diseases Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Department of Microbiology and Immunology, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Shida Shangguan
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Dominic Paquin-Proulx
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Matthew Creegan
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Meera Bose
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Kawthar Machmach
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Aidan McGraw
- Department of Biology, College of Arts and Sciences, American University, Washington D.C., USA
| | - Akshara Narahari
- Department of Biology, College of Arts and Sciences, Saint Joseph's University, Philadelphia, PA, USA
| | - Jeffrey R Currier
- Viral Diseases Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Carlo Sacdalan
- SEARCH Research Foundation, Bangkok, Thailand
- Research Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | - Richard Apps
- NIH Center for Human Immunology, National Institutes of Health, Bethesda, MD, USA
| | - Michael Corley
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, NY, USA
- Department of Medicine, Division of Geriatrics, Gerontology and Palliative Care, The Sam and Rose Stein Institute for Research on Aging and Center for Healthy Aging, University of California, San Diego, CA, USA
| | - Lishomwa C Ndhlovu
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, NY, USA
| | - Bonnie Slike
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Shelly J Krebs
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Jintanat Anonworanich
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Sodsai Tovanabutra
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Merlin L Robb
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Michael A Eller
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
- Vaccine Research Program, Division of AIDS (DAIDS), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD, USA
| | | | - Joshua Cyktor
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Eric S Daar
- Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Trevor A Crowell
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - John W Mellors
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Sandhya Vasan
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Nelson L Michael
- Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Rasmi Thomas
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA.
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Wang Y, Gornalusse GG, Siegel DA, Barbehenn A, Hoh R, Martin J, Hecht F, Pilcher C, Semenova L, Murdoch DM, Margolis DM, Levy CN, Jerome KR, Rudin CD, Hladik F, Deeks SG, Lee SA, Browne EP. NF-κB dependent gene expression and plasma IL-1β, TNFα and GCSF drive transcriptomic diversity and CD4:CD8 ratio in people with HIV on ART. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.14.638232. [PMID: 39990376 PMCID: PMC11844539 DOI: 10.1101/2025.02.14.638232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2025]
Abstract
Despite antiretroviral therapy (ART), people with HIV (PWH) on ART experience higher rates of morbidity and mortality vs. age-matched HIV negative controls, which may be driven by chronic inflammation due to persistent virus. We performed bulk RNA sequencing (RNA-seq) on peripheral CD4+ T cells, as well as quantified plasma immune marker levels from 154 PWH on ART to identify host immune signatures associated with immune recovery (CD4:CD8) and HIV persistence (cell-associated HIV DNA and RNA). Using a novel dimension reduction tool - Pairwise Controlled Manifold Approximation (PaCMAP), we defined three distinct participant transcriptomic clusters. We found that these three clusters were largely defined by differential expression of genes regulated by the transcription factor NF-κB. While clustering was not associated with HIV reservoir size, we observed an association with CD4:CD8 ratio, a marker of immune recovery and prognostic factor for mortality in PWH on ART. Furthermore, distinct patterns of plasma IL-1β, TNF-α and GCSF were also strongly associated with the clusters, suggesting that these immune markers play a key role in CD4+ T cell transcriptomic diversity and immune recovery in PWH on ART. These findings reveal novel subgroups of PWH on ART with distinct immunological characteristics, and define a transcriptional signature associated with clinically significant immune parameters for PWH. A deeper understanding of these subgroups could advance clinical strategies to treat HIV-associated immune dysfunction.
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Affiliation(s)
- Yingfan Wang
- Department of Computer Science, Duke University, Durham, North Carolina, United States of America
| | - German G Gornalusse
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - David A Siegel
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Alton Barbehenn
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Rebecca Hoh
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Jeffrey Martin
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Frederick Hecht
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Christopher Pilcher
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Lesia Semenova
- Microsoft Research, New York, New York, United States of America
| | - David M Murdoch
- Department of Medicine, Duke University, Durham, North Carolina, United States of America
| | - David M Margolis
- Department of Medicine, UNC Chapel Hill, Chapel Hill, North Carolina, United States of America
- UNC HIV Cure Center UNC Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Microbiology and Immunology, UNC Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Claire N Levy
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - Keith R Jerome
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, United States of America
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center
| | - Cynthia D Rudin
- Department of Computer Science, Duke University, Durham, North Carolina, United States of America
| | - Florian Hladik
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, United States of America
| | - Steven G Deeks
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Sulggi A Lee
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, California, United States of America
| | - Edward P Browne
- Department of Medicine, UNC Chapel Hill, Chapel Hill, North Carolina, United States of America
- UNC HIV Cure Center UNC Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Microbiology and Immunology, UNC Chapel Hill, Chapel Hill, North Carolina, United States of America
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3
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Marín-Sánchez N, Paredes R, Borgognone A. Exploring potential associations between the human microbiota and reservoir of latent HIV. Retrovirology 2024; 21:21. [PMID: 39614246 PMCID: PMC11605983 DOI: 10.1186/s12977-024-00655-w] [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: 09/06/2024] [Accepted: 11/20/2024] [Indexed: 12/01/2024] Open
Abstract
BACKGROUND The rapid establishment and persistence of latent HIV-1 reservoirs is one of the main obstacles towards an HIV cure. While antiretroviral therapy supresses viral replication, it does not eradicate the latent reservoir of HIV-1-infected cells. Recent evidence suggests that the human microbiome, particularly the gut microbiome, may have the potential to modulate the HIV-1 reservoir. However, literature is limited and the exact mechanisms underlying the role of the microbiome in HIV immunity and potential regulation of the viral reservoir remain poorly understood. RESULTS Here, we review updated knowledge on the associations between the human microbiome and HIV reservoir across different anatomical sites, including the gut, the lungs and blood. We provide an overview of the predominant taxa associated with prominent microbiome changes in the context of HIV infection. Based on the current evidence, we summarize the main study findings, with specific focus on consistent bacterial and related byproduct associations. Specifically, we address the contribution of immune activation and inflammatory signatures on HIV-1 persistence. Furthermore, we discuss possible scenarios by which bacterial-associated inflammatory mediators, related metabolites and host immune signatures may modulate the HIV reservoir size. Finally, we speculate on potential implications of microbiome-based therapeutics for future HIV-1 cure strategies, highlighting challenges and limitations inherent in this research field. CONCLUSIONS Despite recent advances, this review underscores the need for further research to deepen the understanding of the complex interplay between the human microbiome and HIV reservoir. Further integrative multi-omics assessments and functional studies are crucial to test the outlined hypothesis and to identify potential therapeutic targets ultimately able to achieve an effective cure for HIV.
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Affiliation(s)
- Nel Marín-Sánchez
- IrsiCaixa, Badalona, Catalonia, Spain
- Universitat de Barcelona, Barcelona, Catalonia, Spain
| | - Roger Paredes
- IrsiCaixa, Badalona, Catalonia, Spain.
- Department of Infectious Diseases, Hospital Germans Trias i Pujol, Badalona, Catalonia, Spain.
- Department of Pathology, Center for Global Health and Diseases, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
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Tepekule B, Jörimann L, Schenkel CD, Opitz L, Tschumi J, Wolfensberger R, Neumann K, Kusejko K, Zeeb M, Boeck L, Kälin M, Notter J, Furrer H, Hoffmann M, Hirsch HH, Calmy A, Cavassini M, Labhardt ND, Bernasconi E, Oesch G, Metzner KJ, Braun DL, Günthard HF, Kouyos RD, Duffy F, Nemeth J, the Swiss HIV Cohort Study. Transcriptional profile of Mycobacterium tuberculosis infection in people living with HIV. iScience 2024; 27:111228. [PMID: 39555417 PMCID: PMC11565417 DOI: 10.1016/j.isci.2024.111228] [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: 05/05/2024] [Revised: 07/04/2024] [Accepted: 10/18/2024] [Indexed: 11/19/2024] Open
Abstract
In people with HIV-1 (PWH), Mycobacterium tuberculosis (MTB) infection poses a significant threat. While active tuberculosis (TB) accelerates immunodeficiency, the interaction between MTB and HIV-1 during asymptomatic phases remains unclear. Analysis of peripheral blood mononuclear cells (PBMC) transcriptomic profiles in PWH, with and without controlled viral loads, revealed distinct clustering in MTB-infected individuals. Functional annotation identified alterations in IL-6, TNF, and KRAS pathways. Notably, MTB-related genes displayed an inverse correlation with HIV-1 viremia, at both individual and signature score levels. These findings suggest that MTB infection in PWH induces a shift in immune system activation, inversely related to HIV-1 viral load. These results may explain the observed enhanced antiretroviral control in MTB-infected PWH. This study highlights the complex interplay between MTB and HIV-1, emphasizing the importance of understanding their interaction for managing co-infections in this population.
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Affiliation(s)
- Burcu Tepekule
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
| | - Lisa Jörimann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Corinne D. Schenkel
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Lennart Opitz
- Functional Genomics Center Zurich, Swiss Federal Institute of Technology and University of Zurich, Zurich, Switzerland
| | - Jasmin Tschumi
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Rebekka Wolfensberger
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Kathrin Neumann
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Katharina Kusejko
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Marius Zeeb
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Lucas Boeck
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Marisa Kälin
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - Julia Notter
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St Gallen, St. Gallen, Switzerland
| | - Hansjakob Furrer
- Department of Infectious Diseases, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Matthias Hoffmann
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital Olten, Olten, Switzerland
| | - Hans H. Hirsch
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Department Biomedicine, Transplantation and Clinical Virology, University of Basel, Basel, Switzerland
| | - Alexandra Calmy
- Division of Infectious Diseases, University Hospital Geneva, University of Geneva, Geneva, Switzerland
| | - Matthias Cavassini
- Division of Infectious Diseases, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland
| | - Niklaus D. Labhardt
- Division Clinical Epidemiology, Department of Clinical Research, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, University Hospital Geneva, University of Geneva, Geneva, Switzerland
- Division of Infectious Diseases, Ente Ospedaliero Cantonale, Lugano, Switzerland
- University of Geneva and University of Southern Switzerland, Lugano, Switzerland
| | - Gabriela Oesch
- Department of Child Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Karin J. Metzner
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Dominique L. Braun
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Huldrych F. Günthard
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Roger D. Kouyos
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Fergal Duffy
- Seattle Children’s Research Institute, Seattle, WA, USA
| | - Johannes Nemeth
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
| | - the Swiss HIV Cohort Study
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA
- Functional Genomics Center Zurich, Swiss Federal Institute of Technology and University of Zurich, Zurich, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St Gallen, St. Gallen, Switzerland
- Department of Infectious Diseases, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital Olten, Olten, Switzerland
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Department Biomedicine, Transplantation and Clinical Virology, University of Basel, Basel, Switzerland
- Division of Infectious Diseases, University Hospital Geneva, University of Geneva, Geneva, Switzerland
- Division of Infectious Diseases, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland
- Division Clinical Epidemiology, Department of Clinical Research, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
- Division of Infectious Diseases, Ente Ospedaliero Cantonale, Lugano, Switzerland
- University of Geneva and University of Southern Switzerland, Lugano, Switzerland
- Department of Child Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Seattle Children’s Research Institute, Seattle, WA, USA
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