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Reeves DB, Litchford M, Fish CS, Farrell-Sherman A, Poindexter M, Ahmed N, Cassidy NAJ, Neary J, Wamalwa D, Langat A, Chebet D, Moraa H, Antar AAR, Slyker J, Benki-Nugent S, Cohn LB, Schiffer JT, Overbaugh J, John-Stewart G, Lehman DA. Intact HIV DNA decays in children with and without complete viral load suppression. PLoS Pathog 2025; 21:e1013003. [PMID: 40184428 PMCID: PMC12002518 DOI: 10.1371/journal.ppat.1013003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 04/16/2025] [Accepted: 02/21/2025] [Indexed: 04/06/2025] Open
Abstract
To inform cure in children living with HIV (CWH), we elucidated the dynamics and mechanisms underlying HIV persistence during antiretroviral therapy (ART). In 120 Kenyan CWH who initiated ART between 1-12 months of age, 55 had durable viral load suppression, and 65 experienced ART interruptions. We measured plasma HIV RNA levels, CD4+ T cell count, and levels of intact and defective HIV DNA proviruses via the cross-subtype intact proviral DNA assay (CS-IPDA). By modeling data from the durably suppressed subset, we found that during early ART (year 0-1 on ART), plasma RNA levels decayed rapidly and biphasically and intact and defective HIV DNA decayed with mean 3 and 9 month half-lives, respectively. After viral suppression was achieved (years 1-8 on ART), intact HIV DNA decay slowed to a mean 22 month half-life, whilst defective HIV DNA no longer decayed. In five CWH, we found individual CD4+ TCRβ clones wax and wane, but average kinetics resembled those of defective DNA and CD4 count, suggesting that differential decay of intact HIV DNA arises from selective pressures overlaying normal CD4+ T cell kinetics. Finally, by modeling HIV RNA and DNA in CWH with treatment interruptions, we linked temporary viremia to transient rises in HIV DNA, but long-term intact reservoirs were not strongly influenced, suggesting brief treatment interruptions may not significantly increase HIV reservoirs in children.
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Affiliation(s)
- Daniel B Reeves
- Vaccine and Infectious Diseases, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Global Health, University of Washington, Seattle, Washington, United States of America
| | - Morgan Litchford
- Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Carolyn S Fish
- Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Anna Farrell-Sherman
- Vaccine and Infectious Diseases, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Makayla Poindexter
- Vaccine and Infectious Diseases, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Nashwa Ahmed
- Vaccine and Infectious Diseases, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Noah A J Cassidy
- Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Jillian Neary
- Global Health, University of Washington, Seattle, Washington, United States of America
| | - Dalton Wamalwa
- Global Health, University of Washington, Seattle, Washington, United States of America
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Agnes Langat
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Daisy Chebet
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Hellen Moraa
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Annukka A R Antar
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Jennifer Slyker
- Global Health, University of Washington, Seattle, Washington, United States of America
| | - Sarah Benki-Nugent
- Global Health, University of Washington, Seattle, Washington, United States of America
| | - Lillian B Cohn
- Vaccine and Infectious Diseases, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Joshua T Schiffer
- Vaccine and Infectious Diseases, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Julie Overbaugh
- Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
| | - Grace John-Stewart
- Global Health, University of Washington, Seattle, Washington, United States of America
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Dara A Lehman
- Global Health, University of Washington, Seattle, Washington, United States of America
- Human Biology, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
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2
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Council OD, Tyers L, Moeser M, Sondgeroth A, Spielvogel E, Richardson BD, Doolabh D, Zhou S, Emery A, Archin NM, Shook-Sa B, Margolis DM, Abdool Karim SS, Kosakovsky Pond S, Garrett N, Abrahams MR, Joseph SB, Williamson C, Swanstrom R. The persistent pool of HIV-1-infected cells is formed episodically during untreated infection. J Virol 2025; 99:e0097924. [PMID: 39723838 PMCID: PMC11852786 DOI: 10.1128/jvi.00979-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 11/18/2024] [Indexed: 12/28/2024] Open
Abstract
Previous studies have shown that the majority of long-lived cells harboring persistent HIV-1 proviral genomes originates from viruses circulating in the year prior to antiretroviral therapy (ART) initiation, but a smaller proportion originates from viruses circulating much earlier in untreated infection. These observations suggest that discrete biological factors influence the entry and persistence of viruses into the persistent proviral pool, and there may be periods earlier in untreated infection with increased seeding. Therefore, we examined the timing of formation of the long-lived pool of infected cells that persists during ART in seven women (after a median of 5.1 years of suppressive ART) by comparing the phylogenetic distance between unique 3' half genome on-ART proviral sequences and longitudinally sampled pre-ART viral RNA sequences, focusing on the period >1 year prior to ART initiation (i.e., the "early" proviral pool). We constructed models of continuous entry into the persistent proviral pool prior to ART initiation and analyzed the fit of our experimentally derived data to these models. We found that the pattern of persistent proviral pool formation in five of seven participants is incongruent with a model of continuous entry, implying that persistent proviral pool formation can occur episodically during untreated infection. Notably, increased entry into the persistent proviral pool was not universally observed during acute infection, and the timing of enhanced early entry differed across the participants.IMPORTANCECells harboring HIV-1 proviruses that persist on antiretroviral therapy (ART) constitute the main barrier to an HIV-1 cure. Recent work has elucidated that the majority of persisting proviruses harbor HIV-1 variants circulating near the time of ART initiation, whether the proviruses are intact or defective, though a portion forms earlier in untreated infection. We examined the formation of the "early-forming" persistent proviral pool and found that in 5/7 participants, persistent proviral pool formation was episodic, rather than continuous, suggesting that there are host/biological factors that periodically enhance the formation of the persistent proviral pool. Further characterization of these factors will aid in the development of methods to abrogate their effect, thereby reducing the size of the persistent proviral pool.
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Affiliation(s)
- Olivia D. Council
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Lynn Tyers
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Rondebosch, Western Cape, South Africa
| | - Matthew Moeser
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Amy Sondgeroth
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ean Spielvogel
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Brian D. Richardson
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Deelan Doolabh
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Rondebosch, Western Cape, South Africa
| | - Shuntai Zhou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ann Emery
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Nancie M. Archin
- UNC HIV Cure Center and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Bonnie Shook-Sa
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - David M. Margolis
- UNC HIV Cure Center and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Salim S. Abdool Karim
- Center for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Sergei Kosakovsky Pond
- Institute for Genomics and Evolutionary Medicine, Temple University, Philadelphia, Pennsylvania, USA
| | - Nigel Garrett
- Center for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
- Division of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Melissa-Rose Abrahams
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Rondebosch, Western Cape, South Africa
- Center for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Sarah B. Joseph
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Carolyn Williamson
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Rondebosch, Western Cape, South Africa
- Center for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
- National Health Laboratory Services of South Africa, Johannesburg, Gauteng, South Africa
| | - Ronald Swanstrom
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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3
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Zhang Y, Otte F, Stoeckle M, Thielen A, Däumer M, Kaiser R, Kusejko K, Metzner KJ, Klimkait T. HIV-1 diversity in viral reservoirs obtained from circulating T-cell subsets during early ART and beyond. PLoS Pathog 2024; 20:e1012526. [PMID: 39292732 PMCID: PMC11410260 DOI: 10.1371/journal.ppat.1012526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 08/21/2024] [Indexed: 09/20/2024] Open
Abstract
Even during extended periods of effective immunological control, a substantial dynamic of the viral genome can be observed in different cellular compartments in HIV-1 positive individuals, indicating the persistence of active viral reservoirs. To obtain further insights, we studied changes in the proviral as well as in the viral HIV-1 envelope (Env) sequence along with transcriptional, translational and viral outgrowth activity as indicators for viral dynamics and genomic intactness. Our study identified distinct reservoir patterns that either represented highly sequence-diverse HIV-1 populations or only a single / few persisting virus variants. The single dominating variants were more often found in individuals starting ART during early infection phases, indicating that early treatment might limit reservoir diversification. At the same time, more sequence-diverse HIV reservoirs correlated with a poorer immune status, indicated by lower CD4 count, a higher number of regimen changes and more co-morbidities. Furthermore, we noted that in T-cell populations in the peripheral blood, replication-competent HIV-1 is predominantly present in Lymph node homing TN (naïve) and TCM (central memory) T cells. Provirus genomes archived in TTM (transitional memory) and TEM (effector memory) T cells more frequently tended to carry inactivating mutations and, population-wise, possess changes in the genetic diversity. These discriminating properties of the viral reservoir in T-cell subsets may have important implications for new early therapy strategies, underscoring the critical role of early therapy in preserving robust immune surveillance and constraining the viral reservoir.
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Affiliation(s)
- Yuepeng Zhang
- Molecular Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Fabian Otte
- Molecular Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | | | | | | | - Rolf Kaiser
- Institute of Virology, University of Cologne, Cologne, Germany
- German Center for Infection Research, Partner Site Bonn-Cologne, Cologne, Germany
| | - Katharina Kusejko
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Karin J Metzner
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Thomas Klimkait
- Molecular Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
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4
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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 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. 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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5
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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. mBio 2023; 14:e0241723. [PMID: 37971267 PMCID: PMC10746175 DOI: 10.1128/mbio.02417-23] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 10/09/2023] [Indexed: 11/19/2023] Open
Abstract
IMPORTANCE Characterizing the human immunodeficiency virus (HIV) reservoir that endures despite antiretroviral therapy (ART) is critical to cure efforts. We observed that the oldest proviruses persisting during ART were exclusively defective, while intact proviruses (and rebound HIV) dated to nearer ART initiation. This helps explain why studies that sampled sub-genomic proviruses on-ART (which are largely defective) routinely found sequences dating to early infection, whereas those that sampled replication-competent HIV found almost none. Together with our findings that intact proviruses were more likely to be clonal, and that on-ART low-level/isolated viremia originated from proviruses of varying ages (including possibly defective ones), our observations indicate that (i) on-ART and rebound viremia can have distinct within-host origins, (ii) intact proviruses have shorter lifespans than grossly defective ones and thus depend more heavily on clonal expansion for persistence, and (iii) an HIV reservoir predominantly "dating" to near ART initiation will be substantially adapted to within-host pressures, complicating immune-based cure strategies.
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Affiliation(s)
- 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
| | - 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
| | - Winnie Dong
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Don Kirkby
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, 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
| | - Charlotte J. Beelen
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Daniel MacMillan
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Guinevere Q. Lee
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Talia M. Mota
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Hanwei Sudderuddin
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Experimental Medicine Program, University of British Columbia, Vancouver, British Columbia, Canada
| | - Evan Barad
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Marianne Harris
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Department of Family Practice, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Chanson J. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - R. Brad Jones
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Mark A. Brockman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- Department of Molecular Biology and Biochemistry, Faculty of Science, Simon Fraser University, Burnaby, British Columbia, Canada
| | - 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
| | - Zabrina L. Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
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6
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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: 1.0] [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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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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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: 2.0] [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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Qin Y, Song T, Su B, Jiao Y, Liu L, Liu Z, Zhou Y, Chen Y, Wu H. Comparison of HIV DNA decay and immune recovery between early and chronic HIV-infected individuals 96 weeks after ART. HIV Med 2022; 23 Suppl 1:6-13. [PMID: 35293100 DOI: 10.1111/hiv.13244] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/07/2022] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Although antiretroviral therapy (ART) has prolonged the lives of HIV-infected individuals, HIV reservoir remains the main stumbling block to HIV cure. Presently, early ART initiation is one of the effective measures to reduce the HIV reservoir. The effects of ART in Chinese individuals with acute and early HIV infection (AEHI) and chronic HIV infection (CHI) were analyzed in this study. METHODS We performed virological and immunological parameter analysis in 29 AEHI and 19 CHI individuals who were initiated into ART in Beijing, China. The HIV DNA, CD4+ T-cell and CD8+ T-cell counts, and CD4/CD8 ratios between the two groups were compared using statistical analyses. RESULTS At weeks 48 and 96, the total HIV DNA was significantly lower in the AEHI group than that the CHI group (2.48 [2.26-2.66] vs. 3.06 [2.79-3.33] log10 copies/106 peripheral blood mononuclear cells (PBMCs), p < 0.01 at week 48 and 2.17 [1.85-2.45] vs. 2.92 [2.73-3.24] log10 copies/106 PBMCs, p < 0.01 at week 96, respectively). The CD4/CD8 T-cell ratio in the AHI group at week 24 was significantly higher than that in the CHI group (0.71 [0.50-0.99] vs. 0.45 [0.34-0.65], p = 0.08). After 48 weeks of ART, there was still a negative correlation between the CD4/CD8 ratio and the HIV DNA level in the CHI group rather than the AEHI group. CONCLUSIONS Early ART initiation could enhance an earlier immunological recovery in AEHI. Immunological normalization after ART initiation could provide important protection against the viral reservoir seeded in AEHI individuals.
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Affiliation(s)
- Yuanyuan Qin
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China.,Division of Infectious Diseases, Chongqing Public Health Medical Center, Chongqing, China
| | - Ting Song
- Department of Hepatology, The Sixth People's Hospital of Qingdao, Qingdao, China
| | - Bin Su
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yanmei Jiao
- Senior Department of Infectious Diseases, the Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Lifeng Liu
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Zhiying Liu
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Yihong Zhou
- Division of Infectious Diseases, Chongqing Public Health Medical Center, Chongqing, China
| | - Yaokai Chen
- Division of Infectious Diseases, Chongqing Public Health Medical Center, Chongqing, China
| | - Hao Wu
- Beijing Key Laboratory for HIV/AIDS Research, Clinical and Research Center for Infectious Diseases, Beijing Youan Hospital, Capital Medical University, Beijing, China
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10
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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: 2.8] [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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