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Shahid A, MacLennan S, Jones BR, Sudderuddin H, Dang Z, Cobarrubias K, Duncan MC, Kinloch NN, Dapp MJ, Archin NM, Fischl MA, Ofotokun I, Adimora A, Gange S, Aouizerat B, Kuniholm MH, Kassaye S, Mullins JI, Goldstein H, Joy JB, Anastos K, Brumme ZL. The replication-competent HIV reservoir is a genetically restricted, younger subset of the overall pool of HIV proviruses persisting during therapy, which is highly genetically stable over time. J Virol 2024; 98:e0165523. [PMID: 38214547 PMCID: PMC10878278 DOI: 10.1128/jvi.01655-23] [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: 10/24/2023] [Accepted: 12/07/2023] [Indexed: 01/13/2024] Open
Abstract
Within-host HIV populations continually diversify during untreated infection, and this diversity persists within infected cell reservoirs during antiretroviral therapy (ART). Achieving a better understanding of on-ART proviral evolutionary dynamics, and a better appreciation of how the overall persisting pool of (largely genetically defective) proviruses differs from the much smaller replication-competent HIV reservoir, is critical to HIV cure efforts. We reconstructed within-host HIV evolutionary histories in blood from seven participants of the Women's Interagency HIV Study who experienced HIV seroconversion, and used these data to characterize the diversity, lineage origins, and ages of proviral env-gp120 sequences sampled longitudinally up to 12 years on ART. We also studied HIV sequences emerging from the reservoir in two participants. We observed that proviral clonality generally increased over time on ART, with clones frequently persisting long term. While on-ART proviral integration dates generally spanned the duration of untreated infection, HIV emerging in plasma was exclusively younger (i.e., dated to the years immediately pre-ART). The genetic and age distributions of distinct proviral sequences remained stable during ART in all but one participant, in whom there was evidence that younger proviruses had been preferentially eliminated after 12 years on ART. Analysis of the gag region in three participants corroborated our env-gp120-based observations, indicating that our observations are not influenced by the HIV region studied. Our results underscore the remarkable genetic stability of the distinct proviral sequences that persist in blood during ART. Our results also suggest that the replication-competent HIV reservoir is a genetically restricted, younger subset of this overall proviral pool.IMPORTANCECharacterizing the genetically diverse HIV sequences that persist in the reservoir despite antiretroviral therapy (ART) is critical to cure efforts. Our observations confirm that proviruses persisting in blood on ART, which are largely genetically defective, broadly reflect the extent of within-host HIV evolution pre-ART. Moreover, on-ART clonal expansion is not appreciably accompanied by the loss of distinct proviral lineages. In fact, on-ART proviral genetic composition remained stable in all but one participant, in whom, after 12 years on ART, proviruses dating to around near ART initiation had been preferentially eliminated. We also identified recombinant proviruses between parental sequence fragments of different ages. Though rare, such sequences suggest that reservoir cells can be superinfected with HIV from another infection era. Overall, our finding that the replication-competent reservoir in blood is a genetically restricted, younger subset of all persisting proviruses suggests that HIV cure strategies will need to eliminate a reservoir that differs in key respects from the overall proviral pool.
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Affiliation(s)
- Aniqa Shahid
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Signe MacLennan
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Bradley R. Jones
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Hanwei Sudderuddin
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Zhong Dang
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Kyle Cobarrubias
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Maggie C. Duncan
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Natalie N. Kinloch
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Michael J. Dapp
- Department of Microbiology, University of Washington, School of Medicine, Seattle, Washington, USA
| | - Nancie M. Archin
- UNC HIV Cure Center, Institute of Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Margaret A. Fischl
- Department of Medicine, University of Miami School of Medicine, Miami, Florida, USA
| | - Igho Ofotokun
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Adaora Adimora
- Department of Epidemiology, UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Stephen Gange
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | | | - Mark H. Kuniholm
- Department of Epidemiology and Biostatistics, University at Albany, State University of New York, Rensselaer, New York, New York, USA
| | - Seble Kassaye
- Division of Infectious Diseases and Tropical Medicine, Georgetown University, Washington, DC, USA
| | - James I. Mullins
- Department of Microbiology, University of Washington, School of Medicine, Seattle, Washington, USA
- Department of Global Health, University of Washington, School of Medicine, Seattle, Washington, USA
- Department of Medicine, University of Washington, School of Medicine, Seattle, Washington, USA
| | - Harris Goldstein
- Departments of Microbiology and Immunology and Pediatrics, Albert Einstein College of Medicine, Bronx, New York, New York, USA
| | - Jeffrey B. Joy
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kathryn Anastos
- Department of Medicine, Albert Einstein College of Medicine, New York, New York, USA
| | - Zabrina L. Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - the MACS/WIHS combined cohort study (MWCSS)OfotokunIghovwerha1ShethAnandi1WingoodGina1BrownTodd2MargolickJoseph2AnastosKathryn3HannaDavid3SharmaAnjali3GustafsonDeborah4WilsonTracey4D’SouzaGypsyamber5GangeStephen5TopperElizabeth5CohenMardge6FrenchAudrey6WolinskySteven7PalellaFrank7StosorValentina7AouizeratBradley8PriceJennifer8TienPhyllis8DetelsRoger9MimiagaMatthew9KassayeSeble10MerensteinDaniel10AlcaideMaria11FischlMargaret11JonesDeborah11MartinsonJeremy12RinaldoCharles12KempfMirjam-Colette13Dionne-OdomJodie13Konkle-ParkerDeborah13BrockJames B.13AdimoraAdaora14Floris-MooreMichelle14Emory University, Atlanta, Georgia, USAJohns Hopkins University, Baltimore, Maryland, USAAlbert Einstein College of Medicine, Bronx, New York, USASuny Downstate Medical Center, Brooklyn, New York, USAJohns Hopkins University, Baltimore, Maryland, USAHektoen Institute for Medical Research, Chicago, Illinois, USANorthwestern University at Chicago, Chicago, Illinois, USAUniversity of California San Francisco, San Francisco, California, USAUniversity of California Los Angeles, Los Angeles, California, USAGeorgetown University, Washington, DC, USAUniversity of Miami School of Medicine, Coral Gables, Florida, USAUniversity of Pittsburgh, Pittsburgh, Pennsylvania, USAUniversity of Alabama Birmingham, Birmingham, Alabama, USAUniversity of North Carolina Chapel Hill, Chapel Hill, North Carolina, USA
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Microbiology, University of Washington, School of Medicine, Seattle, Washington, USA
- UNC HIV Cure Center, Institute of Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, University of Miami School of Medicine, Miami, Florida, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- Department of Epidemiology, UNC Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- College of Dentistry, New York University, New York, New York, USA
- Department of Epidemiology and Biostatistics, University at Albany, State University of New York, Rensselaer, New York, New York, USA
- Division of Infectious Diseases and Tropical Medicine, Georgetown University, Washington, DC, USA
- Department of Global Health, University of Washington, School of Medicine, Seattle, Washington, USA
- Department of Medicine, University of Washington, School of Medicine, Seattle, Washington, USA
- Departments of Microbiology and Immunology and Pediatrics, Albert Einstein College of Medicine, Bronx, New York, New York, USA
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Medicine, Albert Einstein College of Medicine, New York, New York, USA
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2
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Min AK, Javidfar B, Missall R, Doanman D, Durens M, Graziani M, Mordelt A, Marro SG, de Witte L, Chen BK, Swartz TH, Akbarian S. HIV-1 infection of genetically engineered iPSC-derived central nervous system-engrafted microglia in a humanized mouse model. J Virol 2023; 97:e0159523. [PMID: 38032195 PMCID: PMC10734545 DOI: 10.1128/jvi.01595-23] [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: 10/13/2023] [Accepted: 11/05/2023] [Indexed: 12/01/2023] Open
Abstract
IMPORTANCE Our mouse model is a powerful tool for investigating the genetic mechanisms governing central nervous system (CNS) human immunodeficiency virus type-1 (HIV-1) infection and latency in the CNS at a single-cell level. A major advantage of our model is that it uses induced pluripotent stem cell-derived microglia, which enables human genetics, including gene function and therapeutic gene manipulation, to be explored in vivo, which is more challenging to study with current hematopoietic stem cell-based models for neuroHIV. Our transgenic tracing of xenografted human cells will provide a quantitative medium to develop new molecular and epigenetic strategies for reducing the HIV-1 latent reservoir and to test the impact of therapeutic inflammation-targeting drug interventions on CNS HIV-1 latency.
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Affiliation(s)
- Alice K. Min
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Behnam Javidfar
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Roy Missall
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Donald Doanman
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Madel Durens
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mara Graziani
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Annika Mordelt
- Department of Human Genetics and Department of Cognitive Neuroscience, Radboud UMC, Nijmegen, the Netherlands
- Centre for Neuroscience, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands
| | - Samuele G. Marro
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Lotje de Witte
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Human Genetics and Department of Cognitive Neuroscience, Radboud UMC, Nijmegen, the Netherlands
- Centre for Neuroscience, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands
| | - Benjamin K. Chen
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Talia H. Swartz
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Schahram Akbarian
- Nash Family Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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3
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Ikeogu N, Ajibola O, Zayats R, Murooka TT. Identifying physiological tissue niches that support the HIV reservoir in T cells. mBio 2023; 14:e0205323. [PMID: 37747190 PMCID: PMC10653859 DOI: 10.1128/mbio.02053-23] [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] [Indexed: 09/26/2023] Open
Abstract
Successful antiretroviral therapy (ART) can efficiently suppress Human Immunodeficiency Virus-1 (HIV-1) replication to undetectable levels, but rare populations of infected memory CD4+ T cells continue to persist, complicating viral eradication efforts. Memory T cells utilize distinct homing and adhesion molecules to enter, exit, or establish residence at diverse tissue sites, integrating cellular and environmental cues that maintain homeostasis and life-long protection against pathogens. Critical roles for T cell receptor and cytokine signals driving clonal expansion and memory generation during immunity generation are well established, but whether HIV-infected T cells can utilize similar mechanisms for their own long-term survival is unclear. How infected, but transcriptionally silent T cells maintain their recirculation potential through blood and peripheral tissues, or whether they acquire new capabilities to establish unique peripheral tissue niches, is also not well understood. In this review, we will discuss the cellular and molecular cues that are important for memory T cell homeostasis and highlight opportunities for HIV to hijack normal immunological processes to establish long-term viral persistence.
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Affiliation(s)
- Nnamdi Ikeogu
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Oluwaseun Ajibola
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Romaniya Zayats
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Thomas T. Murooka
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Medical Microbiology and Infectious Diseases, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
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Shahid A, MacLennan S, Jones BR, Sudderuddin H, Dang Z, Cobamibias K, Duncan MC, Kinloch NN, Dapp MJ, Archin NM, Fischl MA, Ofotokun I, Adimora A, Gange S, Aouizerat B, Kuniholm MH, Kassaye S, Mullins JI, Goldstein H, Joy JB, Anastos K, Brumme ZL. The replication-competent HIV reservoir is a genetically restricted, younger subset of the overall pool of HIV proviruses persisting during therapy, which is highly genetically stable over time. RESEARCH SQUARE 2023:rs.3.rs-3259040. [PMID: 37645749 PMCID: PMC10462229 DOI: 10.21203/rs.3.rs-3259040/v1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Within-host HIV populations continually diversify during untreated infection, and members of these diverse forms persist within infected cell reservoirs, even during antiretroviral therapy (ART). Characterizing the diverse viral sequences that persist during ART is critical to HIV cure efforts, but our knowledge of on-ART proviral evolutionary dynamics remains incomplete, as does our understanding of the differences between the overall pool of persisting proviral DNA (which is largely genetically defective) and the subset of intact HIV sequences capable of reactivating. Here, we reconstructed within-host HIV evolutionary histories in blood from seven participants of the Women's Interagency HIV Study (WIHS) who experienced HIV seroconversion. We measured diversity, lineage origins and ages of proviral sequences (env-gp120) sampled up to four times, up to 12 years on ART. We used the same techniques to study HIV sequences emerging from the reservoir in two participants. Proviral clonality generally increased over time on ART, with clones frequently persisting across multiple time points. The integration dates of proviruses persisting on ART generally spanned the duration of untreated infection (though were often skewed towards years immediately pre-ART), while in contrast, reservoir-origin viremia emerging in plasma was exclusively "younger" (i.e., dated to the years immediately pre-ART). The genetic and age distributions of distinct proviral sequences remained highly stable during ART in all but one participant in whom, after 12 years, there was evidence that "younger" proviruses had been preferentially eliminated. Analysis of within-host recombinant proviral sequences also suggested that HIV reservoirs can be superinfected with virus reactivated from an older era, yielding infectious viral progeny with mosaic genomes of sequences with different ages. Overall, results underscore the remarkable genetic stability of distinct proviral sequences that persist on ART, yet suggest that replication-competent HIV reservoir represents a genetically-restricted and overall "younger" subset of the overall persisting proviral pool in blood.
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Affiliation(s)
- Aniqa Shahid
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Signe MacLennan
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Bradley R Jones
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Hanwei Sudderuddin
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Zhong Dang
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Kyle Cobamibias
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Maggie C Duncan
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Natalie N Kinloch
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Michael J Dapp
- Department of Microbiology, University of Washington, School of Medicine, Seattle, WA, USA
| | - Nande M Archin
- UNC HIV Cure Center, Institute of Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, NC, USA
| | - Margaret A Fischl
- Department of Medicine, University of Miami School of Medicine, Miami, FL, USA
| | - Igho Ofotokun
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Adaora Adimora
- Departments of Medicine and Epidemiology, University of North Carolina School of Medicine, UNC Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Stephen Gange
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Mark H Kuniholm
- Department of Epidemiology and Biostatistics, University at Albany, State University of New York, Rensselaer, New York, NY, USA
| | - Seble Kassaye
- Division of Infectious Diseases and Tropical Medicine, Georgetown University, Washington, DC, USA
| | - James I Mullins
- Department of Microbiology, University of Washington, School of Medicine, Seattle, WA, USA
| | - Harris Goldstein
- Departments of Microbiology and Immunology and Pediatrics, Albert Einstein College of Medicine, Bronx, New York, NY, USA
| | - Jeffrey B Joy
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Kathryn Anastos
- Department of Medicine, Albert Einstein College of Medicine, New York, NY, USA
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
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5
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Jones BR, Joy JB. Inferring Human Immunodeficiency Virus 1 Proviral Integration Dates With Bayesian Inference. Mol Biol Evol 2023; 40:msad156. [PMID: 37421655 PMCID: PMC10411489 DOI: 10.1093/molbev/msad156] [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: 11/18/2022] [Revised: 06/23/2023] [Accepted: 07/06/2023] [Indexed: 07/10/2023] Open
Abstract
Human immunodeficiency virus 1 (HIV) proviruses archived in the persistent reservoir currently pose the greatest obstacle to HIV cure due to their evasion of combined antiretroviral therapy and ability to reseed HIV infection. Understanding the dynamics of the HIV persistent reservoir is imperative for discovering a durable HIV cure. Here, we explore Bayesian methods using the software BEAST2 to estimate HIV proviral integration dates. We started with within-host longitudinal HIV sequences collected prior to therapy, along with sequences collected from the persistent reservoir during suppressive therapy. We built a BEAST2 model to estimate integration dates of proviral sequences collected during suppressive therapy, implementing a tip date random walker to adjust the sequence tip dates and a latency-specific prior to inform the dates. To validate our method, we implemented it on both simulated and empirical data sets. Consistent with previous studies, we found that proviral integration dates were spread throughout active infection. Path sampling to select an alternative prior for date estimation in place of the latency-specific prior produced unrealistic results in one empirical data set, whereas on another data set, the latency-specific prior was selected as best fitting. Our Bayesian method outperforms current date estimation techniques with a root mean squared error of 0.89 years on simulated data relative to 1.23-1.89 years with previously developed methods. Bayesian methods offer an adaptable framework for inferring proviral integration dates.
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Affiliation(s)
- Bradley R Jones
- Molecular Epidemiology and Evolutionary Genetics, B.C. Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, Canada
| | - Jeffrey B Joy
- Molecular Epidemiology and Evolutionary Genetics, B.C. Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, Canada
- Deparment of Medicine, University of British Columbia, Vancouver, Canada
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6
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Otte F, Zhang Y, Spagnuolo J, Thielen A, Däumer M, Wiethe C, Stoeckle M, Kusejko K, Klein F, Metzner KJ, Klimkait T. Revealing viral and cellular dynamics of HIV-1 at the single-cell level during early treatment periods. CELL REPORTS METHODS 2023; 3:100485. [PMID: 37426753 PMCID: PMC10326345 DOI: 10.1016/j.crmeth.2023.100485] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 01/30/2023] [Accepted: 04/28/2023] [Indexed: 07/11/2023]
Abstract
While combination therapy completely suppresses HIV-1 replication in blood, functional virus persists in CD4+ T cell subsets in non-peripheral compartments that are not easily accessible. To fill this gap, we investigated tissue-homing properties of cells that transiently appear in the circulating blood. Through cell separation and in vitro stimulation, the HIV-1 "Gag and Envelope reactivation co-detection assay" (GERDA) enables sensitive detection of Gag+/Env+ protein-expressing cells down to about one cell per million using flow cytometry. By associating GERDA with proviral DNA and polyA-RNA transcripts, we corroborate the presence and functionality of HIV-1 in critical body compartments utilizing t-distributed stochastic neighbor embedding (tSNE) and density-based spatial clustering of applications with noise (DBSCAN) clustering with low viral activity in circulating cells early after diagnosis. We demonstrate transcriptional HIV-1 reactivation at any time, potentially giving rise to intact, infectious particles. With single-cell level resolution, GERDA attributes virus production to lymph-node-homing cells with central memory T cells (TCMs) as main players, critical for HIV-1 reservoir eradication.
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Affiliation(s)
- Fabian Otte
- Molecular Virology, Department Biomedicine, University of Basel, 4009 Basel, Switzerland
| | - Yuepeng Zhang
- Molecular Virology, Department Biomedicine, University of Basel, 4009 Basel, Switzerland
| | - Julian Spagnuolo
- Experimental Immunology, Department Biomedicine, University of Basel, 4056 Basel, Switzerland
| | | | | | | | - Marcel Stoeckle
- Infectiology, University Hospital Basel, 4031 Basel, Switzerland
| | - Katharina Kusejko
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, and Institute of Medical Virology, University of Zurich, 8091 Zurich, Switzerland
| | - Florian Klein
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Karin J. Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, and Institute of Medical Virology, University of Zurich, 8091 Zurich, Switzerland
| | - Thomas Klimkait
- Molecular Virology, Department Biomedicine, University of Basel, 4009 Basel, Switzerland
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7
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Kinloch NN, Shahid A, Dong W, Kirkby D, Jones BR, Beelen CJ, MacMillan D, Lee GQ, Mota TM, Sudderuddin H, Barad E, Harris M, Brumme CJ, Jones RB, Brockman MA, Joy JB, Brumme ZL. HIV reservoirs are dominated by genetically younger and clonally enriched proviruses. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.12.536611. [PMID: 37090500 PMCID: PMC10120704 DOI: 10.1101/2023.04.12.536611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
In order to cure HIV, we need to better understand the within-host evolutionary origins of the small reservoir of genome-intact proviruses that persists within infected cells during antiretroviral therapy (ART). Most prior studies on reservoir evolutionary dynamics however did not discriminate genome-intact proviruses from the vast background of defective ones. We reconstructed within-host pre-ART HIV evolutionary histories in six individuals and leveraged this information to infer the ages of intact and defective proviruses sampled after an average >9 years on ART, along with the ages of rebound and low-level/isolated viremia occurring during this time. We observed that the longest-lived proviruses persisting on ART were exclusively defective, usually due to large deletions. In contrast, intact proviruses and rebound HIV exclusively dated to the years immediately preceding ART. These observations are consistent with genome-intact proviruses having shorter lifespans, likely due to the cumulative risk of elimination following viral reactivation and protein production. Consistent with this, intact proviruses (and those with packaging signal defects) were three times more likely to be genetically identical compared to other proviral types, highlighting clonal expansion as particularly important in ensuring their survival. By contrast, low-level/isolated viremia sequences were genetically heterogeneous and sometimes ancestral, where viremia may have originated from defective proviruses. Results reveal that the HIV reservoir is dominated by clonally-enriched and genetically younger sequences that date to the untreated infection period when viral populations had been under within-host selection pressures for the longest duration. Knowledge of these qualities may help focus strategies for reservoir elimination.
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Affiliation(s)
- Natalie N. Kinloch
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
| | - Aniqa Shahid
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
| | - Winnie Dong
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
| | - Don Kirkby
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
| | - Bradley R. Jones
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
- Bioinformatics Program, University of British Columbia, Vancouver, BC
| | | | - Daniel MacMillan
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
| | - Guinevere Q. Lee
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Talia M. Mota
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Hanwei Sudderuddin
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
- Experimental Medicine Program, University of British Columbia, Vancouver, BC
| | - Evan Barad
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
| | - Marianne Harris
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
- Department of Family Practice, Faculty of Medicine, University of British Columbia, Vancouver, BC
| | - Chanson J. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
- Department of Medicine, University of British Columbia, Vancouver, BC
| | - R. Brad Jones
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Mark A. Brockman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby BC
| | - Jeffrey B. Joy
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
- Bioinformatics Program, University of British Columbia, Vancouver, BC
- Department of Medicine, University of British Columbia, Vancouver, BC
| | - Zabrina L. Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC
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Huang H, Lv J, Huang Y, Mo Z, Xu H, Huang Y, Yang L, Wu Z, Li H, Qin Y. IFI27 is a potential therapeutic target for HIV infection. Ann Med 2022; 54:314-325. [PMID: 35068272 PMCID: PMC8786244 DOI: 10.1080/07853890.2021.1995624] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Therapeutic studies against human immunodeficiency virus type 1 (HIV-1) infection have become one of the important works in global public health. METHODS Differential expression analysis was performed between HIV-positive (HIV+) and HIV-negative (HIV-) patients for GPL6947 and GPL10558 of GSE29429. Coexpression analysis of common genes with the same direction of differential expression identified modules. Module genes were subjected to enrichment analysis, Short Time-series Expression Miner (STEM) analysis, and PPI network analysis. The top 100 most connected genes in the PPI network were screened to construct the LASSO model, and AUC values were calculated to identify the key genes. Methylation modification of key genes were identified by the chAMP package. Differences in immune cell infiltration between HIV + and HIV- patients, as well as between antiretroviral therapy (ART) and HIV + patients, were calculated using ssGSEA. RESULTS We obtained 3610 common genes, clustered into nine coexpression modules. Module genes were significantly enriched in interferon signalling, helper T-cell immunity, and HIF-1-signalling pathways. We screened out module genes with gradual changes in expression with increasing time from HIV enrolment using STEM software. We identified 12 significant genes through LASSO regression analysis, especially proteasome 20S subunit beta 8 (PSMB8) and interferon alpha inducible protein 27 (IFI27). The expression of PSMB8 and IFI27 were then detected by quantitative real-time PCR. Interestingly, IFI27 was also a persistently dysregulated gene identified by STEM. In addition, 10 of the key genes were identified to be modified by methylation. The significantly infiltrated immune cells in HIV + patients were restored after ART, and IFI27 was significantly associated with immune cells. CONCLUSION The above results provided potential target genes for early diagnosis and treatment of HIV + patients. IFI27 may be associated with the progression of HIV infection and may be a powerful target for immunotherapy.
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Affiliation(s)
- Huijuan Huang
- Department of Infectious Diseases, Guiping People's Hospital, Guigping, Guangxi, China
| | - Jiannan Lv
- Department of Infectious Diseases, The Affiliated Nanning Infectious Disease Hospital of Guangxi Medical University and The Fourth People's Hospital of Nanning, Nanning, Guangxi, China
| | - Yonglun Huang
- Department of Ophthalmology and Otorhinolaryngology, Guiping People's Hospital, Guigping, Guangxi, China
| | - Zhiyi Mo
- Department of Physical Examination Center, Guiping People's Hospital, Guigping, Guangxi, China
| | - Haisheng Xu
- Department of Infectious Diseases, Guiping People's Hospital, Guigping, Guangxi, China
| | - Yiyang Huang
- Department of Infectious Diseases, Guiping People's Hospital, Guigping, Guangxi, China
| | - Linghui Yang
- Department of Burn and Plastic Surgery, The People's Hospital of Binyang County, Binyang, Guangxi, China
| | - Zhengqiu Wu
- Department of Burn and Plastic Surgery, The People's Hospital of Binyang County, Binyang, Guangxi, China
| | - Hongmian Li
- Research Center of Medical Sciences, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences, Nanning, Guangxi, China
| | - Yaqin Qin
- Department of Infectious Diseases, The Affiliated Nanning Infectious Disease Hospital of Guangxi Medical University and The Fourth People's Hospital of Nanning, Nanning, Guangxi, China
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9
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HIV proviral genetic diversity, compartmentalization and inferred dynamics in lung and blood during long-term suppressive antiretroviral therapy. PLoS Pathog 2022; 18:e1010613. [PMID: 36331974 PMCID: PMC9668181 DOI: 10.1371/journal.ppat.1010613] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/16/2022] [Accepted: 10/21/2022] [Indexed: 11/06/2022] Open
Abstract
The lung is an understudied site of HIV persistence. We isolated 898 subgenomic proviral sequences (nef) by single-genome approaches from blood and lung from nine individuals on long-term suppressive antiretroviral therapy (ART), and characterized genetic diversity and compartmentalization using formal tests. Consistent with clonal expansion as a driver of HIV persistence, identical sequences comprised between 8% to 86% of within-host datasets, though their location (blood vs. lung) followed no consistent pattern. The majority (77%) of participants harboured at least one sequence shared across blood and lung, supporting the migration of clonally-expanded cells between sites. The extent of blood proviral diversity on ART was also a strong indicator of diversity in lung (Spearman's ρ = 0.98, p<0.0001). For three participants, insufficient lung sequences were recovered to reliably investigate genetic compartmentalization. Of the remainder, only two participants showed statistically significant support for compartmentalization when analysis was restricted to distinct proviruses per site, and the extent of compartmentalization was modest in both cases. When all within-host sequences (including duplicates) were considered, the number of compartmentalized datasets increased to four. Thus, while a subset of individuals harbour somewhat distinctive proviral populations in blood and lung, this can simply be due to unequal distributions of clonally-expanded sequences. For two participants, on-ART proviruses were also phylogenetically analyzed in context of plasma HIV RNA populations sampled up to 18 years prior, including pre-ART and during previous treatment interruptions. In both participants, on-ART proviruses represented the most ancestral sequences sampled within-host, confirming that HIV sequences can persist in the body for decades. This analysis also revealed evidence of re-seeding of the reservoir during treatment interruptions. Results highlight the genetic complexity of proviruses persisting in lung and blood during ART, and the uniqueness of each individual's proviral composition. Personalized HIV remission and cure strategies may be needed to overcome these challenges.
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10
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Distinct HIV-1 Population Structure across Meningeal and Peripheral T Cells and Macrophage Lineage Cells. Microbiol Spectr 2022; 10:e0250822. [PMID: 36173332 PMCID: PMC9602438 DOI: 10.1128/spectrum.02508-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
HIV-1 sequence population structure among brain and nonbrain cellular compartments is incompletely understood. Here, we compared proviral pol and env high-quality consensus single-molecule real-time (SMRT) sequences derived from CD3+ T cells and CD14+ macrophage lineage cells from meningeal or peripheral (spleen, blood) tissues obtained at autopsy from two individuals with viral suppression on antiretroviral therapy (ART). Phylogenetic analyses showed strong evidence of population structure between CD3+ and CD14+ virus populations. Distinct env variable-region characteristics were also found between CD3+ and CD14+ viruses. Furthermore, shared macrophage-tropic amino acid residues (env) and drug resistance mutations (pol) between meningeal and peripheral virus populations were consistent with the meninges playing a role in viral gene flow across the blood-brain barrier. Overall, our results point toward potential functional differences among meningeal and peripheral CD3+ and CD14+ virus populations and a complex evolutionary history driven by distinct selection pressures and/or viral gene flow. IMPORTANCE Different cell types and/or tissues may serve as a reservoir for HIV-1 during ART-induced viral suppression. We compared proviral pol and env sequences from CD3+ T cells and CD14+ macrophage lineage cells from brain and nonbrain tissues from two virally suppressed individuals. We found strong evidence of viral population structure among cells/tissues, which may result from distinct selective pressures across cell types and anatomic sites.
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11
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Teshima T, Kobayashi Y, Kawai T, Kushihara Y, Nagaoka K, Miyakawa J, Akiyama Y, Yamada Y, Sato Y, Yamada D, Tanaka N, Tsunoda T, Kume H, Kakimi K. Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma. Oncol Lett 2022; 24:265. [PMID: 35765279 PMCID: PMC9219027 DOI: 10.3892/ol.2022.13384] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/12/2022] [Indexed: 11/15/2022] Open
Abstract
Immune checkpoint inhibitors have been approved as second-line therapy for patients with advanced urothelial carcinoma (UC). However, which patients will obtain clinical benefit remains to be determined. To identify predictive biomarkers for the pembrolizumab (PEM) response early during treatment, the present study investigated 31 patients with chemotherapy-resistant recurrent or metastatic UC who received 200 mg PEM intravenously every 3 weeks. Blood was taken just before the first dose and again before the second dose, and the peripheral blood mononuclear cells of all 31 pairs of blood samples were immune phenotyped by flow cytometry. Data were assessed by principal component analysis (PCA), correlation analysis and Cox proportional hazards modeling in order to comprehensively determine the effects of PEM on peripheral mononuclear immune cells. Absolute counts of CD45RA+CD27-CCR7- terminally differentiated CD8+ T cells and KLRG1+CD57+ senescent CD8+ T cells were significantly increased after PEM administration (P=0.042 and P=0.043, respectively). Senescent and exhausted CD4+ and CD8+ T cell dynamics were strongly associated with each other. By contrast, counts of monocytic myeloid-derived suppressor cells (mMDSCs) were not associated with other immune cell phenotypes. The results of PCA and non-hierarchical clustering of patients suggested that excessive T cell senescence and differentiation early during treatment were not necessarily associated with a survival benefit. However, decreased mMDSC counts after PEM were associated with improved overall survival. In conclusion, early on-treatment peripheral T cell status was associated with response to PEM; however, it was not associated with clinical benefit. By contrast, decreased peripheral mMDSC counts did predict improved overall survival.
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Affiliation(s)
- Taro Teshima
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan.,Department of Immunotherapeutics, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Yukari Kobayashi
- Department of Immunotherapeutics, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Taketo Kawai
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Yoshihiro Kushihara
- Department of Immunotherapeutics, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Koji Nagaoka
- Department of Immunotherapeutics, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Jimpei Miyakawa
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Yoshiyuki Akiyama
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Yuta Yamada
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Yusuke Sato
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Daisuke Yamada
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Nobuyuki Tanaka
- Department of Urology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Tatsuhiko Tsunoda
- Department of Biological Sciences, School of Science, The University of Tokyo, Tokyo 113-0033, Japan.,Laboratory for Medical Science Mathematics, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa 230-0045, Japan
| | - Haruki Kume
- Department of Urology, The University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Kazuhiro Kakimi
- Department of Immunotherapeutics, The University of Tokyo Hospital, Tokyo 113-8655, Japan
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Lau CY, Adan MA, Maldarelli F. Why the HIV Reservoir Never Runs Dry: Clonal Expansion and the Characteristics of HIV-Infected Cells Challenge Strategies to Cure and Control HIV Infection. Viruses 2021; 13:2512. [PMID: 34960781 PMCID: PMC8708047 DOI: 10.3390/v13122512] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/22/2021] [Accepted: 11/27/2021] [Indexed: 12/13/2022] Open
Abstract
Antiretroviral therapy (ART) effectively reduces cycles of viral replication but does not target proviral populations in cells that persist for prolonged periods and that can undergo clonal expansion. Consequently, chronic human immunodeficiency virus (HIV) infection is sustained during ART by a reservoir of long-lived latently infected cells and their progeny. This proviral landscape undergoes change over time on ART. One of the forces driving change in the landscape is the clonal expansion of infected CD4 T cells, which presents a key obstacle to HIV eradication. Potential mechanisms of clonal expansion include general immune activation, antigenic stimulation, homeostatic proliferation, and provirus-driven clonal expansion, each of which likely contributes in varying, and largely unmeasured, amounts to maintaining the reservoir. The role of clinical events, such as infections or neoplasms, in driving these mechanisms remains uncertain, but characterizing these forces may shed light on approaches to effectively eradicate HIV. A limited number of individuals have been cured of HIV infection in the setting of bone marrow transplant; information from these and other studies may identify the means to eradicate or control the virus without ART. In this review, we describe the mechanisms of HIV-1 persistence and clonal expansion, along with the attempts to modify these factors as part of reservoir reduction and cure strategies.
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Affiliation(s)
- Chuen-Yen Lau
- HIV Dynamics and Replication Program, NCI, NIH, Bethesda, MD 20892, USA; (C.-Y.L.); (M.A.A.)
| | - Matthew A. Adan
- HIV Dynamics and Replication Program, NCI, NIH, Bethesda, MD 20892, USA; (C.-Y.L.); (M.A.A.)
- Vagelos College of Physicians & Surgeons, Columbia University, New York, NY 10032, USA
| | - Frank Maldarelli
- HIV Dynamics and Replication Program, NCI, NIH, Bethesda, MD 20892, USA; (C.-Y.L.); (M.A.A.)
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13
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HIV Proviral Burden, Genetic Diversity, and Dynamics in Viremic Controllers Who Subsequently Initiated Suppressive Antiretroviral Therapy. mBio 2021; 12:e0249021. [PMID: 34781741 PMCID: PMC8693448 DOI: 10.1128/mbio.02490-21] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Curing HIV will require eliminating the reservoir of integrated, replication-competent proviruses that persist despite antiretroviral therapy (ART). Understanding the burden, genetic diversity, and longevity of persisting proviruses in diverse individuals with HIV is critical to this goal, but these characteristics remain understudied in some groups. Among them are viremic controllers—individuals who naturally suppress HIV to low levels but for whom therapy is nevertheless recommended. We reconstructed within-host HIV evolutionary histories from longitudinal single-genome amplified viral sequences in four viremic controllers who eventually initiated ART and used this information to characterize the age and diversity of proviruses persisting on therapy. We further leveraged these within-host proviral age distributions to estimate rates of proviral turnover prior to ART. This is an important yet understudied metric, since pre-ART proviral turnover dictates reservoir composition at ART initiation (and thereafter), which is when curative interventions, once developed, would be administered. Despite natural viremic control, all participants displayed significant within-host HIV evolution pretherapy, where overall on-ART proviral burden and diversity broadly reflected the extent of viral replication and diversity pre-ART. Consistent with recent studies of noncontrollers, the proviral pools of two participants were skewed toward sequences that integrated near ART initiation, suggesting dynamic proviral turnover during untreated infection. In contrast, proviruses recovered from the other two participants dated to time points that were more evenly spread throughout infection, suggesting slow or negligible proviral decay following deposition. HIV cure strategies will need to overcome within-host proviral diversity, even in individuals who naturally controlled HIV replication before therapy.
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14
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Limited HIV-1 Subtype C nef 3'PPT Variation in Combination Antiretroviral Therapy Naïve and Experienced People Living with HIV in Botswana. Pathogens 2021; 10:pathogens10081027. [PMID: 34451492 PMCID: PMC8400509 DOI: 10.3390/pathogens10081027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 08/05/2021] [Accepted: 08/11/2021] [Indexed: 11/23/2022] Open
Abstract
Dolutegravir (DTG) is a potent anti-HIV drug that is used to treat HIV globally. There have been reports of mutations in the HIV-1 3′-polypurine tract (3′PPT) of the nef gene, contributing to DTG failure; however, there are limited ‘real-world’ data on this. In addition, there is a knowledge gap on the variability of 3′PPT residues in patients receiving combination antiretroviral therapy (cART) with and without viral load (VL) suppression. HIV-1 subtype C (HIV-1C) whole-genome sequences from cART naïve and experienced individuals were generated using next-generation sequencing. The nef gene sequences were trimmed from the generated whole-genome sequences using standard bioinformatics tools. In addition, we generated separate integrase and nef gene sequences by Sanger sequencing of plasma samples from individuals with virologic failure (VF) while on a DTG/raltegravir (RAL)-based cART. Analysis of 3′PPT residues was performed, and comparison of proportions computed using Pearson’s chi-square test with p-values < 0.05 was considered statistically significant. A total of 6009 HIV-1C full genome sequences were generated and had a median log10 HIV-1 VL (Q1, Q3) copies/mL of 1.60 (1.60, 2.60). A total of 12 matching integrase and nef gene sequences from therapy-experienced participants failing DTG/ RAL-based cART were generated. HIV-1C 3′PPT nef gene sequences from therapy-experienced patients failing DTG cART (n = 12), cART naïve individuals (n = 1263), and individuals on cART with and without virological suppression (n = 4696) all had a highly conserved 3′PPT motif with no statistically significant differences identified. Our study confirms the high conservation of the HIV-1 nef gene 3′PPT motif in ‘real-world’ patients and showed no differences in the motif according to VL suppression or INSTI-based cART failure. Future studies should explore other HIV-1 regions outside of the pol gene for associations with DTG failure.
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15
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Ismail SD, Pankrac J, Ndashimye E, Prodger JL, Abrahams MR, Mann JFS, Redd AD, Arts EJ. Addressing an HIV cure in LMIC. Retrovirology 2021; 18:21. [PMID: 34344423 PMCID: PMC8330180 DOI: 10.1186/s12977-021-00565-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/19/2021] [Indexed: 12/15/2022] Open
Abstract
HIV-1 persists in infected individuals despite years of antiretroviral therapy (ART), due to the formation of a stable and long-lived latent viral reservoir. Early ART can reduce the latent reservoir and is associated with post-treatment control in people living with HIV (PLWH). However, even in post-treatment controllers, ART cessation after a period of time inevitably results in rebound of plasma viraemia, thus lifelong treatment for viral suppression is indicated. Due to the difficulties of sustained life-long treatment in the millions of PLWH worldwide, a cure is undeniably necessary. This requires an in-depth understanding of reservoir formation and dynamics. Differences exist in treatment guidelines and accessibility to treatment as well as social stigma between low- and-middle income countries (LMICs) and high-income countries. In addition, demographic differences exist in PLWH from different geographical regions such as infecting viral subtype and host genetics, which can contribute to differences in the viral reservoir between different populations. Here, we review topics relevant to HIV-1 cure research in LMICs, with a focus on sub-Saharan Africa, the region of the world bearing the greatest burden of HIV-1. We present a summary of ART in LMICs, highlighting challenges that may be experienced in implementing a HIV-1 cure therapeutic. Furthermore, we discuss current research on the HIV-1 latent reservoir in different populations, highlighting research in LMIC and gaps in the research that may facilitate a global cure. Finally, we discuss current experimental cure strategies in the context of their potential application in LMICs.
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Affiliation(s)
- Sherazaan D Ismail
- Division of Medical Virology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, 7925, South Africa
| | - Joshua Pankrac
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
| | - Emmanuel Ndashimye
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
- Center for AIDS Research Uganda Laboratories, Joint Clinical Research Centre, Kampala, Uganda
| | - Jessica L Prodger
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A 5C1, Canada
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melissa-Rose Abrahams
- Division of Medical Virology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, 7925, South Africa
| | - Jamie F S Mann
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
- Bristol Veterinary School, University of Bristol, Langford House, Langford, Bristol, BS40 5DU, UK
| | - Andrew D Redd
- Division of Medical Virology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, 7925, South Africa
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Laboratory of Immunoregulation, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, USA
| | - Eric J Arts
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada.
- Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA.
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16
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Could gene therapy cure HIV? Life Sci 2021; 277:119451. [PMID: 33811896 DOI: 10.1016/j.lfs.2021.119451] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 03/12/2021] [Accepted: 03/27/2021] [Indexed: 02/05/2023]
Abstract
The Human Immunodeficiency Virus (HIV)/Acquired Immune Deficiency Syndrome (AIDS) continues to be a major global public health issue, having claimed almost 33 million lives so far. According to the recent report of the World Health Organization (WHO) in 2019, about 38 million people are living with AIDS. Hence, finding a solution to overcome this life-threatening virus can save millions of lives. Scientists and medical doctors have prescribed HIV patients with specific drugs for many years. Methods such antiretroviral therapy (ART) or latency-reversing agents (LRAs) have been used for a while to treat HIV patients, however they have some side effects and drawbacks causing their application to be not quite successful. Instead, the application of gene therapy which refers to the utilization of the therapeutic delivery of nucleic acids into a patient's cells as a drug to treat disease has shown promising results to control HIV infection. Therefore, in this review, we will summarize recent advances in gene therapy approach against HIV.
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17
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Jones BR, Joy JB. Simulating within host human immunodeficiency virus 1 genome evolution in the persistent reservoir. Virus Evol 2020; 6:veaa089. [PMID: 34040795 PMCID: PMC8132731 DOI: 10.1093/ve/veaa089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The complexities of viral evolution can be difficult to elucidate. Software simulating viral evolution provides powerful tools for exploring hypotheses of viral systems, especially in situations where thorough empirical data are difficult to obtain or parameters of interest are difficult to measure. Human immunodeficiency virus 1 (HIV-1) infection has no durable cure; this is primarily due to the virus’ ability to integrate into the genome of host cells, where it can remain in a transcriptionally latent state. An effective cure strategy must eliminate every copy of HIV-1 in this ‘persistent reservoir’ because proviruses can reactivate, even decades later, to resume an active infection. However, many features of the persistent reservoir remain unclear, including the temporal dynamics of HIV-1 integration frequency and the longevity of the resulting reservoir. Thus, sophisticated analyses are required to measure these features and determine their temporal dynamics. Here, we present software that is an extension of SANTA-SIM to include multiple compartments of viral populations. We used the resulting software to create a model of HIV-1 within host evolution that incorporates the persistent HIV-1 reservoir. This model is composed of two compartments, an active compartment and a latent compartment. With this model, we compared five different date estimation methods (Closest Sequence, Clade, Linear Regression, Least Squares, and Maximum Likelihood) to recover the integration dates of genomes in our model’s HIV-1 reservoir. We found that the Least Squares method performed the best with the highest concordance (0.80) between real and estimated dates and the lowest absolute error (all pairwise t tests: P < 0.01). Our software is a useful tool for validating bioinformatics software and understanding the dynamics of the persistent HIV-1 reservoir.
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Affiliation(s)
- Bradley R Jones
- BC Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
| | - Jeffrey B Joy
- BC Centre for Excellence in HIV/AIDS, 608-1081 Burrard Street, Vancouver, BC V6Z 1Y6, Canada
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18
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Wu VH, Nobles CL, Kuri-Cervantes L, McCormick K, Everett JK, Nguyen S, Del Rio Estrada PM, González-Navarro M, Torres-Ruiz F, Ávila-Ríos S, Reyes-Terán G, Bushman FD, Betts MR. Assessment of HIV-1 integration in tissues and subsets across infection stages. JCI Insight 2020; 5:139783. [PMID: 32970634 PMCID: PMC7605534 DOI: 10.1172/jci.insight.139783] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 09/17/2020] [Indexed: 12/19/2022] Open
Abstract
The integration of HIV DNA into the host genome contributes to lifelong infection in most individuals. Few studies have examined integration in lymphoid tissue, where HIV predominantly persists before and after antiretroviral treatment (ART). Of particular interest is whether integration site distributions differ between infection stages with paired blood and tissue comparisons. Here, we profiled HIV integration site distributions in sorted memory, tissue-resident, and/or follicular helper CD4+ T cell subsets from paired blood and lymphoid tissue samples from acute, chronic, and ART-treated individuals. We observed minor differences in the frequency of nonintronic and nondistal intergenic sites, varying with tissue and residency phenotypes during ART. Genomic and epigenetic annotations were generally similar. Clonal expansion of cells marked by identical integration sites was detected, with increased detection in chronic and ART-treated individuals. However, overlap between or within CD4+ T cell subsets or tissue compartments was only observed in 8 unique sites of the 3540 sites studied. Together, these findings suggest that shared integration sites between blood and tissue may, depending on the tissue site, be the exception rather than the rule and indicate that additional studies are necessary to fully understand the heterogeneity of tissue-sequestered HIV reservoirs.
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Affiliation(s)
- Vincent H Wu
- Department of Microbiology and.,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Leticia Kuri-Cervantes
- Department of Microbiology and.,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | - Son Nguyen
- Department of Microbiology and.,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Perla M Del Rio Estrada
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Mauricio González-Navarro
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Fernanda Torres-Ruiz
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Santiago Ávila-Ríos
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - Gustavo Reyes-Terán
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | | | - Michael R Betts
- Department of Microbiology and.,Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Brooks K, Jones BR, Dilernia DA, Wilkins DJ, Claiborne DT, McInally S, Gilmour J, Kilembe W, Joy JB, Allen SA, Brumme ZL, Hunter E. HIV-1 variants are archived throughout infection and persist in the reservoir. PLoS Pathog 2020; 16:e1008378. [PMID: 32492044 PMCID: PMC7295247 DOI: 10.1371/journal.ppat.1008378] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 06/15/2020] [Accepted: 02/03/2020] [Indexed: 01/23/2023] Open
Abstract
The HIV-1 reservoir consists of latently infected cells that persist despite antiretroviral therapy (ART). Elucidating the proviral genetic composition of the reservoir, particularly in the context of pre-therapy viral diversity, is therefore important to understanding reservoir formation and the persistence of latently infected cells. Here we investigate reservoir proviral variants from 13 Zambian acutely-infected individuals with additional pre-therapy sampling for a unique comparison to the ART-naïve quasispecies. We identified complete transmitted/founder (TF) viruses from seroconversion plasma samples, and additionally amplified and sequenced HIV-1 from plasma obtained one year post-infection and just prior to ART initiation. While the majority of proviral variants in the reservoir were most closely related to viral variants from the latest pre-therapy time point, we also identified reservoir proviral variants dating to or near the time of infection, and to intermediate time points between infection and treatment initiation. Reservoir proviral variants differing by five or fewer nucleotide changes from the TF virus persisted during treatment in five individuals, including proviral variants that exactly matched the TF in two individuals, one of whom had remained ART-naïve for more than six years. Proviral variants during treatment were significantly less divergent from the TF virus than plasma variants present at the last ART-naïve time point. These findings indicate that reservoir proviral variants are archived throughout infection, recapitulating much of the viral diversity that arises throughout untreated HIV-1 infection, and strategies to target and reduce the reservoir must therefore permit for the clearance of proviruses encompassing this extensive diversity. Despite reducing viremia to levels below the limit of detection in standard assays, effective antiretroviral therapy (ART) does not eradicate cells latently infected with HIV-1. These cells serve as a reservoir for viral rebound if therapy is interrupted; thus, understanding the composition of the reservoir may yield further targets for HIV-1 cure strategies. We have taken a genetic approach to elucidating the reservoir in 13 Zambian subtype C seroconvertors who were followed longitudinally through ART initiation and virologic suppression. In five of the 13 individuals, provirus sequences identical to or differing by five or fewer nucleotides from the transmitted/founder virus were detected, indicating archiving and persistence of early infection variants for more than six years following infection. While the majority of proviral variants in latently infected cells were most closely related to plasma virus circulating immediately prior to treatment initiation, additional variants dating to intermediate time points in the infection were also observed. These findings demonstrate that virus is archived during all stages of ART-naïve infection, and these variants persist throughout ART. HIV-1 cure strategies to eliminate the reservoir must address the broad genetic diversity of a within-host proviral quasispecies including variants archived from acute through chronic infection.
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Affiliation(s)
- Kelsie Brooks
- Emory Vaccine Center, Emory University, Atlanta, Georgia, United States of America
| | - Bradley R. Jones
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Dario A. Dilernia
- Emory Vaccine Center, Emory University, Atlanta, Georgia, United States of America
| | - Daniel J. Wilkins
- Emory Vaccine Center, Emory University, Atlanta, Georgia, United States of America
| | - Daniel T. Claiborne
- Emory Vaccine Center, Emory University, Atlanta, Georgia, United States of America
| | - Samantha McInally
- Emory Vaccine Center, Emory University, Atlanta, Georgia, United States of America
| | - Jill Gilmour
- Human Immunology Lab, International AIDS Vaccine Initiative, London, England, United Kingdom
| | | | - Jeffrey B. Joy
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Susan A. Allen
- Zambia-Emory HIV Research Project, Lusaka, Zambia
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Zabrina L. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Eric Hunter
- Emory Vaccine Center, Emory University, Atlanta, Georgia, United States of America
- Department of Pathology & Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
- * E-mail:
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Pham HT, Yoo S, Mesplède T. Combination therapies currently under investigation in phase I and phase II clinical trials for HIV-1. Expert Opin Investig Drugs 2020; 29:273-283. [PMID: 31994943 DOI: 10.1080/13543784.2020.1724281] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: HIV infection is manageable through the use of antiretroviral drugs. However, HIV reservoirs that are constituted early during infection are resistant to treatment. HIV persistence under treatment necessitates life-long treatment and is associated with various co-morbidities. Two significant research avenues are explored through the development of either new antiretroviral drugs or interventions aimed at stimulating the immune system to eradicate HIV reservoirs.Areas covered: This report provides a review of investigational drugs and cell-based interventions against HIV infection that are currently under Phase I or Phase II clinical trials. We report on new antiretroviral drugs, antibodies directed against viral or host targets, reactivating agents, immune modulators and immune checkpoint inhibitors, and cell-based interventions. These new therapies are often tested in combination, including with current antiretroviral drugs.Expert opinion: Islatravir and GS-6207 are promising antiretroviral drugs that are expected to perform well in phase III trials. Whether the host immune system can be activated sufficiently to reduce HIV reservoirs remains unknown. Additional research is needed to identify surrogate markers of success for curative interventions. Given the current safety and efficacy of antiretroviral treatment, risk-benefits should be carefully evaluated before interventions that risk triggering high levels of immune stimulation.
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Affiliation(s)
- Hanh Thi Pham
- McGill AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Microbiology and Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Subin Yoo
- McGill AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Microbiology and Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Thibault Mesplède
- McGill AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Microbiology and Immunology, Faculty of Medicine, McGill University, Montréal, Québec, Canada
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