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Semenova L, Wang Y, Falcinelli S, Archin N, Cooper-Volkheimer AD, Margolis DM, Goonetilleke N, Murdoch DM, Rudin CD, Browne EP. Machine learning approaches identify immunologic signatures of total and intact HIV DNA during long-term antiretroviral therapy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.11.16.567386. [PMID: 38014340 PMCID: PMC10680759 DOI: 10.1101/2023.11.16.567386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Understanding the interplay between the HIV reservoir and the host immune system may yield insights into HIV persistence during antiretroviral therapy (ART) and inform strategies for a cure. Here, we applied machine learning approaches to cross-sectional high-parameter HIV reservoir and immunology data in order to characterize host-reservoir associations and generate new hypotheses about HIV reservoir biology. High-dimensional immunophenotyping, quantification of HIV-specific T cell responses, and measurement of genetically intact and total HIV proviral DNA frequencies were performed on peripheral blood samples from 115 people with HIV (PWH) on long-term ART. Analysis demonstrated that both intact and total proviral DNA frequencies were positively correlated with T cell activation and exhaustion. Years of ART and select bifunctional HIV-specific CD4 T cell responses were negatively correlated with the percentage of intact proviruses. A Leave-One-Covariate-Out (LOCO) inference approach identified specific HIV reservoir and clinical-demographic parameters, such as age and biological sex, that were particularly important in predicting immunophenotypes. Overall, immune parameters were more strongly associated with total HIV proviral frequencies than intact proviral frequencies. Uniquely, however, expression of the IL-7 receptor alpha chain (CD127) on CD4 T cells was more strongly correlated with the intact reservoir. Unsupervised dimension reduction analysis identified two main clusters of PWH with distinct immune and reservoir characteristics. Using reservoir correlates identified in these initial analyses, decision tree methods were employed to visualize relationships among multiple immune and clinical-demographic parameters and the HIV reservoir. Finally, using random splits of our data as training-test sets, machine learning algorithms predicted with approximately 70% accuracy whether a given participant had qualitatively high or low levels of total or intact HIV DNA. The techniques described here may be useful for assessing global patterns within the increasingly high-dimensional data used in HIV reservoir and other studies of complex biology.
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Armani-Tourret M, Bone B, Tan TS, Sun W, Bellefroid M, Struyve T, Louella M, Yu XG, Lichterfeld M. Immune targeting of HIV-1 reservoir cells: a path to elimination strategies and cure. Nat Rev Microbiol 2024; 22:328-344. [PMID: 38337034 PMCID: PMC11131351 DOI: 10.1038/s41579-024-01010-8] [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] [Accepted: 01/12/2024] [Indexed: 02/12/2024]
Abstract
Successful approaches for eradication or cure of HIV-1 infection are likely to include immunological mechanisms, but remarkably little is known about how human immune responses can recognize and interact with the few HIV-1-infected cells that harbour genome-intact viral DNA, persist long term despite antiretroviral therapy and represent the main barrier to a cure. For a long time regarded as being completely shielded from host immune responses due to viral latency, these cells do, on closer examination with single-cell analytic techniques, display discrete footprints of immune selection, implying that human immune responses may be able to effectively engage and target at least some of these cells. The failure to eliminate rebound-competent virally infected cells in the majority of persons likely reflects the evolution of a highly selected pool of reservoir cells that are effectively camouflaged from immune recognition or rely on sophisticated approaches for resisting immune-mediated killing. Understanding the fine-tuned interplay between host immune responses and viral reservoir cells will help to design improved interventions that exploit the immunological vulnerabilities of HIV-1 reservoir cells.
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Affiliation(s)
- Marie Armani-Tourret
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Benjamin Bone
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Toong Seng Tan
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Weiwei Sun
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Maxime Bellefroid
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Tine Struyve
- HIV Cure Research Center, Ghent University, Ghent, Belgium
| | - Michael Louella
- Community Advisory Board, Delaney AIDS Research Enterprise (DARE), San Francisco, CA, USA
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Xu G Yu
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Mathias Lichterfeld
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA.
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA.
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Anderko RR, DePuyt AE, Bronson R, Bullotta AC, Aga E, Bosch RJ, Jones RB, Eron JJ, Mellors JW, Gandhi RT, McMahon DK, Macatangay BJ, Rinaldo CR, Mailliard RB. Persistence of a Skewed Repertoire of NK Cells in People with HIV-1 on Long-Term Antiretroviral Therapy. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2024; 212:1564-1578. [PMID: 38551350 PMCID: PMC11073922 DOI: 10.4049/jimmunol.2300672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 03/11/2024] [Indexed: 04/05/2024]
Abstract
HIV-1 infection greatly alters the NK cell phenotypic and functional repertoire. This is highlighted by the expansion of a rare population of FcRγ- NK cells exhibiting characteristics of traditional immunologic memory in people with HIV (PWH). Although current antiretroviral therapy (ART) effectively controls HIV-1 viremia and disease progression, its impact on HIV-1-associated NK cell abnormalities remains unclear. To address this, we performed a longitudinal analysis detailing conventional and memory-like NK cell characteristics in n = 60 PWH during the first 4 y of ART. Throughout this regimen, a skewed repertoire of cytokine unresponsive FcRγ- memory-like NK cells persisted and accompanied an overall increase in NK surface expression of CD57 and KLRG1, suggestive of progression toward immune senescence. These traits were linked to elevated serum inflammatory biomarkers and increasing Ab titers to human CMV, with human CMV viremia detected in approximately one-third of PWH at years 1-4 of ART. Interestingly, 40% of PWH displayed atypical NK cell subsets, representing intermediate stages of NK-poiesis based on single-cell multiomic trajectory analysis. Our findings indicate that NK cell irregularities persist in PWH despite long-term ART, underscoring the need to better understand the causative mechanisms that prevent full restoration of immune health in PWH.
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Affiliation(s)
- Renee R. Anderko
- Department of Infectious Diseases and Microbiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Allison E. DePuyt
- Department of Infectious Diseases and Microbiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Rhianna Bronson
- Department of Infectious Diseases and Microbiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
| | - Arlene C. Bullotta
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Evgenia Aga
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ronald J. Bosch
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - R. Brad Jones
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Joseph J. Eron
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - John W. Mellors
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Rajesh T. Gandhi
- Infectious Disease Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Deborah K. McMahon
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Bernard J. Macatangay
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Charles R. Rinaldo
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Robbie B. Mailliard
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Fombellida-Lopez C, Berkhout B, Darcis G, Pasternak AO. Persistent HIV-1 transcription during ART: time to reassess its significance? Curr Opin HIV AIDS 2024; 19:124-132. [PMID: 38502547 PMCID: PMC10990031 DOI: 10.1097/coh.0000000000000849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
PURPOSE OF REVIEW Despite suppressive antiretroviral therapy (ART), HIV-1 reservoirs persist and reignite viral replication if therapy is interrupted. Persistence of the viral reservoir in people with HIV-1 (PWH) is the main obstacle to an HIV-1 cure. The reservoirs are not transcriptionally silent, and viral transcripts can be detected in most ART-treated individuals. Here, we review the recent progress in the characterization of persistent HIV-1 transcription during ART. RECENT FINDINGS Evidence from several studies indicates that, although cell-associated unspliced (US) HIV-1 RNA is abundantly expressed in ART-treated PWH, intact full-length US transcripts are rare and most US RNA is derived from defective proviruses. The transcription- and translation-competent defective proviruses, previously considered irrelevant, are increasingly being linked to residual HIV-1 pathogenesis under suppressive ART. Recent data suggest a continuous crosstalk between the residual HIV-1 activity under ART and the immune system. Persistent HIV-1 transcription on ART, despite being mostly derived from defective proviruses, predicts viral rebound upon therapy interruption, suggesting its role as an indicator of the strength of the host antiviral immune response that is shaping the viral rebound. SUMMARY In light of the recent findings, the significance of persistent HIV-1 transcription during ART for the long-term health of PWH and the cure research should be reassessed.
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Affiliation(s)
- Céline Fombellida-Lopez
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Laboratory of Immunology and Infectious Diseases, GIGA-Institute, University of Liège
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Gilles Darcis
- Laboratory of Immunology and Infectious Diseases, GIGA-Institute, University of Liège
- Department of General Internal Medicine and Infectious Diseases, University Hospital of Liège, Liège, Belgium
| | - Alexander O. Pasternak
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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Esteban-Cantos A, Montejano R, Pinto-Martínez A, Rodríguez-Centeno J, Pulido F, Arribas JR. Non-suppressible viraemia during HIV-1 therapy: a challenge for clinicians. Lancet HIV 2024; 11:e333-e340. [PMID: 38604202 DOI: 10.1016/s2352-3018(24)00063-8] [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: 02/23/2024] [Revised: 03/04/2024] [Accepted: 03/08/2024] [Indexed: 04/13/2024]
Abstract
In individuals receiving antiretroviral therapy (ART), persistent low-level viraemia not attributed to suboptimal ART adherence, detrimental pharmacological interactions, or drug resistance is referred to as non-suppressible viraemia (NSV). This Review presents recent findings in the virological characterisation of NSV, revealing that it consists of one or a few identical populations of plasma viruses without signs of evolution. This finding suggests that NSV originates from virus production by expanded HIV-infected cell clones, reflecting the persistence of the HIV reservoir despite ART. We discuss knowledge gaps regarding the management and the clinical consequences of NSV. The prevalence of NSV remains to be precisely determined and there is very little understanding of its effects on virological failure, HIV transmission, secondary inflammation, morbidity, and mortality. This issue, along with the absence of specific recommendations for the management of NSV in HIV clinical guidelines, underscores the complexities involved in treating individuals with NSV.
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Affiliation(s)
- Andrés Esteban-Cantos
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Rocío Montejano
- Internal Medical Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Adriana Pinto-Martínez
- HIV Unit, Internal Medicine Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Javier Rodríguez-Centeno
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Federico Pulido
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; HIV Unit, Internal Medicine Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - José R Arribas
- Internal Medical Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
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6
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Lee SK, Sondgeroth A, Xu Y, Warren J, Zhou S, Gilleece M, Hauser BM, Gay CL, Kuruc JD, Archin NM, Eron JJ, Margolis DM, Goonetilleke N, Swanstrom R. Sequence Analysis of Inducible, Replication-Competent Virus Reveals No Evidence of HIV-1 Evolution During Suppressive Antiviral Therapy, Indicating a Lack of Ongoing Viral Replication. Open Forum Infect Dis 2024; 11:ofae212. [PMID: 38756763 PMCID: PMC11097118 DOI: 10.1093/ofid/ofae212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 04/14/2024] [Indexed: 05/18/2024] Open
Abstract
Background Persistence of HIV-1 in reservoirs necessitates life-long antiretroviral therapy (ART). There are conflicting data using genetic analysis on whether persistence includes an actively replicating reservoir with strong evidence arguing against replication. Methods We investigated the possibility of ongoing viral evolution during suppressive therapy by comparing near full-length viral genomic sequences using phylogenetic analysis of viral RNA in plasma before therapy initiation early after infection and from virus induced to grow from the latent reservoir after a period of suppressive ART. We also focused our analysis on evidence of selective pressure by drugs in the treatment regimen and at sites of selective pressure by the adaptive immune response. Results Viral genomes induced to grow from the latent reservoir from 10 participants with up to 9 years on suppressive ART were highly similar to the nearly homogeneous sequences in plasma taken early after infection at ART initiation. This finding was consistent across the entire genome and when the analysis focused on sites targeted by the drug regimen and by host selective pressure of antibody and cytotoxic T cells. The lack of viral evolution away from pretherapy sequences in spite of demonstrated selective pressure is most consistent with a lack of viral replication during reservoir persistence. Conclusions These results do not support ongoing viral replication as a mechanism of HIV-1 persistence during suppressive ART.
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Affiliation(s)
- Sook-Kyung Lee
- 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
| | - Yinyan Xu
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Joanna Warren
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Shuntai Zhou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Maria Gilleece
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Blake M Hauser
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, Massachusetts, USA
| | - Cynthia L Gay
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - JoAnn D Kuruc
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Nancie M Archin
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Joseph J Eron
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - David M Margolis
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Nilu Goonetilleke
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ronald Swanstrom
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Biochemistry & Biophysics, University of North Carolina, Chapel Hill, North Carolina, USA
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7
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Mbonye U, Karn J. The cell biology of HIV-1 latency and rebound. Retrovirology 2024; 21:6. [PMID: 38580979 PMCID: PMC10996279 DOI: 10.1186/s12977-024-00639-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024] Open
Abstract
Transcriptionally latent forms of replication-competent proviruses, present primarily in a small subset of memory CD4+ T cells, pose the primary barrier to a cure for HIV-1 infection because they are the source of the viral rebound that almost inevitably follows the interruption of antiretroviral therapy. Over the last 30 years, many of the factors essential for initiating HIV-1 transcription have been identified in studies performed using transformed cell lines, such as the Jurkat T-cell model. However, as highlighted in this review, several poorly understood mechanisms still need to be elucidated, including the molecular basis for promoter-proximal pausing of the transcribing complex and the detailed mechanism of the delivery of P-TEFb from 7SK snRNP. Furthermore, the central paradox of HIV-1 transcription remains unsolved: how are the initial rounds of transcription achieved in the absence of Tat? A critical limitation of the transformed cell models is that they do not recapitulate the transitions between active effector cells and quiescent memory T cells. Therefore, investigation of the molecular mechanisms of HIV-1 latency reversal and LRA efficacy in a proper physiological context requires the utilization of primary cell models. Recent mechanistic studies of HIV-1 transcription using latently infected cells recovered from donors and ex vivo cellular models of viral latency have demonstrated that the primary blocks to HIV-1 transcription in memory CD4+ T cells are restrictive epigenetic features at the proviral promoter, the cytoplasmic sequestration of key transcription initiation factors such as NFAT and NF-κB, and the vanishingly low expression of the cellular transcription elongation factor P-TEFb. One of the foremost schemes to eliminate the residual reservoir is to deliberately reactivate latent HIV-1 proviruses to enable clearance of persisting latently infected cells-the "Shock and Kill" strategy. For "Shock and Kill" to become efficient, effective, non-toxic latency-reversing agents (LRAs) must be discovered. Since multiple restrictions limit viral reactivation in primary cells, understanding the T-cell signaling mechanisms that are essential for stimulating P-TEFb biogenesis, initiation factor activation, and reversing the proviral epigenetic restrictions have become a prerequisite for the development of more effective LRAs.
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Affiliation(s)
- Uri Mbonye
- Department of Molecular Biology and Microbiology, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA.
| | - Jonathan Karn
- Department of Molecular Biology and Microbiology, Case Western Reserve University School of Medicine, Cleveland, OH, 44106, USA.
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Barbehenn A, Shi L, Shao J, Hoh R, Hartig HM, Pae V, Sarvadhavabhatla S, Donaire S, Sheikhzadeh C, Milush J, Laird GM, Mathias M, Ritter K, Peluso M, Martin J, Hecht F, Pilcher C, Cohen SE, Buchbinder S, Havlir D, Gandhi M, Henrich TJ, Hatano H, Wang J, Deeks SG, Lee SA. Rapid Biphasic Decay of Intact and Defective HIV DNA Reservoir During Acute Treated HIV Disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.27.24304867. [PMID: 38585951 PMCID: PMC10996734 DOI: 10.1101/2024.03.27.24304867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Antiretroviral therapy (ART) is not a cure. Upon ART cessation, virus rapidly rebounds from latently-infected cells ("the HIV reservoir"). The reservoir is largely stabilized at the time of ART initiation and then decays slowly. Here, leveraging >500 longitudinal samples from 67 people with HIV (PWH) treated during acute infection, we developed a novel mathematical model to predict reservoir decay using the intact proviral DNA assay (IPDA) from peripheral CD4+ T cells. Nonlinear generalized additive models adjusted for initial CD4+ T count, pre-ART viral load, and timing of ART initiation demonstrated rapid biphasic decay of intact DNA (week 0-5: t1/2 ~0.71 months; week 5-24: t1/2 ~3.9 months) that extended out to 1 year of ART, with similar trends for defective DNA. Predicted reservoir decay were faster for participants individuals with earlier timing of ART initiation, higher initial CD4+ T cell count, and lower pre-ART viral load. These estimates are ~5-fold faster than prior reservoir decay estimates among chronic-treated PWH. Thus, these data add to our limited understanding of host viral control at the earliest stages of HIV reservoir stabilization, potentially informing future HIV cure efforts aimed at diverse, global population of PWH initiating ART at varying stages of disease.
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Affiliation(s)
- Alton Barbehenn
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Lei Shi
- Department of Biostatistics, University of California Berkeley, Berkeley, CA 94110, USA
| | - Junzhe Shao
- Department of Biostatistics, University of California Berkeley, Berkeley, CA 94110, USA
| | - Rebecca Hoh
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Heather M. Hartig
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Vivian Pae
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Sannidhi Sarvadhavabhatla
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Sophia Donaire
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Caroline Sheikhzadeh
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Jeffrey Milush
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | | | | | | | - Michael Peluso
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Jeffrey Martin
- Department of Biostatistics & Epidemiology, University of California San Francisco, CA 94158, USA
| | - Frederick Hecht
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Christopher Pilcher
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Stephanie E. Cohen
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
- San Francisco Department of Public Health, San Francisco, CA 94102, USA
| | - Susan Buchbinder
- San Francisco Department of Public Health, San Francisco, CA 94102, USA
| | - Diane Havlir
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Monica Gandhi
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Timothy J. Henrich
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Hiroyu Hatano
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Jingshen Wang
- Department of Biostatistics, University of California Berkeley, Berkeley, CA 94110, USA
| | - Steven G. Deeks
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
| | - Sulggi A. Lee
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California San Francisco, San Francisco, CA 94110, USA
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9
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Kufera JT, Armstrong C, Wu F, Singhal A, Zhang H, Lai J, Wilkins HN, Simonetti FR, Siliciano JD, Siliciano RF. CD4+ T cells with latent HIV-1 have reduced proliferative responses to T cell receptor stimulation. J Exp Med 2024; 221:e20231511. [PMID: 38270554 PMCID: PMC10818065 DOI: 10.1084/jem.20231511] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/04/2023] [Accepted: 01/09/2024] [Indexed: 01/26/2024] Open
Abstract
The latent reservoir for HIV-1 in resting CD4+ T cells persists despite antiretroviral therapy as a barrier to cure. The antigen-driven proliferation of infected cells is a major mechanism of reservoir persistence. However, activation through the T cell antigen receptor (TCR) can induce latent proviruses, leading to viral cytopathic effects and immune clearance. In single-cell studies, we show that, relative to uninfected cells or cells with a defective provirus, CD4+ T cells with an intact provirus have a profound proliferative defect in response to TCR stimulation. Virion production was observed in only 16.5% of cultures with an intact provirus, but proliferation was reduced even when no virion production was detected. Proliferation was inversely correlated with in vivo clone size. These results may reflect the effects of previous in vivo proliferation and do not support attempts to reduce the reservoir with antiproliferative agents, which may have greater effects on normal T cell responses.
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Affiliation(s)
- Joshua T. Kufera
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ciara Armstrong
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fengting Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Anushka Singhal
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hao Zhang
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jun Lai
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hannah N. Wilkins
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Janet D. Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert F. Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Howard Hughes Medical Institute, Baltimore, MD, USA
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Bekka S, Kelly K, Haaren M, Dhummakupt A, Persaud D. Age at ART initiation and proviral reservoir size in perinatal HIV-1 infection: considerations for ART-free remission. Curr Opin HIV AIDS 2024; 19:79-86. [PMID: 38169427 DOI: 10.1097/coh.0000000000000839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
PURPOSE OF REVIEW Achieving ART-free remission without the need for lifelong antiretroviral treatment (ART) is a new objective in HIV-1 therapeutics. This review comprehensively examines the literature to evaluate whether the age at ART initiation in children with perinatal HIV-1 influences the size and decay of the HIV-1 reservoir. The insights gathered from this review serve to inform the field on the unique dynamics of HIV-1 reservoir size in perinatal HIV-1 infection as a function of age at ART initiation, as well as inform biomarker profiling and timing of ART-free remission strategies for children living with HIV-1 globally. RECENT FINDINGS Recent studies demonstrate that initiating very early effective ART in neonates is feasible and limits HIV-1 reservoir size. The clinical relevance of limiting the HIV-1 reservoir size in perinatal infection was recently demonstrated in the Tatelo Study, which investigated a treatment switch from ART to two broadly neutralizing antibodies (bNAbs) in very early treated children. Low proviral reservoir size was associated with sustained virologic control for 24 weeks on bNAbs. SUMMARY Immediate and early ART initiation for neonates and infants with perinatal HIV-1 is essential to restricting HIV-1 reservoir size that may enable ART-free remission.
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Affiliation(s)
- Soumia Bekka
- Department of Molecular Microbiology and Immunology
| | | | - Mareike Haaren
- Department of International Health, Johns Hopkins Bloomberg School of Public Health
| | - Adit Dhummakupt
- Department of Pediatrics, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Deborah Persaud
- Department of Molecular Microbiology and Immunology
- Department of Pediatrics, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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11
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Armani-Tourret M, Gao C, Hartana CA, Sun W, Carrere L, Vela L, Hochroth A, Bellefroid M, Sbrolla A, Shea K, Flynn T, Roseto I, Rassadkina Y, Lee C, Giguel F, Malhotra R, Bushman FD, Gandhi RT, Yu XG, Kuritzkes DR, Lichterfeld M. Selection of epigenetically privileged HIV-1 proviruses during treatment with panobinostat and interferon-α2a. Cell 2024; 187:1238-1254.e14. [PMID: 38367616 PMCID: PMC10903630 DOI: 10.1016/j.cell.2024.01.037] [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: 06/14/2023] [Revised: 11/26/2023] [Accepted: 01/24/2024] [Indexed: 02/19/2024]
Abstract
CD4+ T cells with latent HIV-1 infection persist despite treatment with antiretroviral agents and represent the main barrier to a cure of HIV-1 infection. Pharmacological disruption of viral latency may expose HIV-1-infected cells to host immune activity, but the clinical efficacy of latency-reversing agents for reducing HIV-1 persistence remains to be proven. Here, we show in a randomized-controlled human clinical trial that the histone deacetylase inhibitor panobinostat, when administered in combination with pegylated interferon-α2a, induces a structural transformation of the HIV-1 reservoir cell pool, characterized by a disproportionate overrepresentation of HIV-1 proviruses integrated in ZNF genes and in chromatin regions with reduced H3K27ac marks, the molecular target sites for panobinostat. By contrast, proviruses near H3K27ac marks were actively selected against, likely due to increased susceptibility to panobinostat. These data suggest that latency-reversing treatment can increase the immunological vulnerability of HIV-1 reservoir cells and accelerate the selection of epigenetically privileged HIV-1 proviruses.
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Affiliation(s)
| | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ciputra Adijaya Hartana
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - WeiWei Sun
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Leah Carrere
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Liliana Vela
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | | | | | - Amy Sbrolla
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Katrina Shea
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Theresa Flynn
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Isabelle Roseto
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | | | - Carole Lee
- Department of Microbiology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Francoise Giguel
- Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Rajeev Malhotra
- Division of Cardiology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Frederic D Bushman
- Department of Microbiology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Rajesh T Gandhi
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel R Kuritzkes
- Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
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12
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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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13
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Reeves DB, Rigau DN, Romero A, Zhang H, Simonetti FR, Varriale J, Hoh R, Zhang L, Smith KN, Montaner LJ, Rubin LH, Gange SJ, Roan NR, Tien PC, Margolick JB, Peluso MJ, Deeks SG, Schiffer JT, Siliciano JD, Siliciano RF, Antar AAR. Mild HIV-specific selective forces overlaying natural CD4+ T cell dynamics explain the clonality and decay dynamics of HIV reservoir cells. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.13.24302704. [PMID: 38405967 PMCID: PMC10888981 DOI: 10.1101/2024.02.13.24302704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
The latent reservoir of HIV persists for decades in people living with HIV (PWH) on antiretroviral therapy (ART). To determine if persistence arises from the natural dynamics of memory CD4+ T cells harboring HIV, we compared the clonal dynamics of HIV proviruses to that of memory CD4+ T cell receptors (TCRβ) from the same PWH and from HIV-seronegative people. We show that clonal dominance of HIV proviruses and antigen-specific CD4+ T cells are similar but that the field's understanding of the persistence of the less clonally dominant reservoir is significantly limited by undersampling. We demonstrate that increasing reservoir clonality over time and differential decay of intact and defective proviruses cannot be explained by mCD4+ T cell kinetics alone. Finally, we develop a stochastic model of TCRβ and proviruses that recapitulates experimental observations and suggests that HIV-specific negative selection mediates approximately 6% of intact and 2% of defective proviral clearance. Thus, HIV persistence is mostly, but not entirely, driven by natural mCD4+ T cell kinetics.
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14
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Buchholtz NVEJ, Nühn MM, de Jong TCM, Stienstra TAT, Reddy K, Ndung'u T, Ndhlovu ZM, Fisher K, Palmer S, Wensing AMJ, Symons J, Nijhuis M. Development of a highly sensitive and specific intact proviral DNA assay for HIV-1 subtype B and C. Virol J 2024; 21:36. [PMID: 38297379 PMCID: PMC10832250 DOI: 10.1186/s12985-024-02300-6] [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: 11/14/2023] [Accepted: 01/22/2024] [Indexed: 02/02/2024] Open
Abstract
INTRODUCTION HIV reservoir quantification is essential for evaluation of HIV curative strategies and may provide valuable insights about reservoir dynamics during antiretroviral therapy. The Intact Proviral DNA Assay (IPDA) provides the unique opportunity to quantify the intact and defective reservoir. The current IPDA is optimized for HIV-1 subtype B, the dominant subtype in resource-rich settings. However, subtype C is dominant in Sub-Saharan Africa, jointly accounting for around 60% of the pandemic. We developed an assay capable of quantifying intact and defective proviral HIV-1 DNA of subtype B and C. METHODS Primer and probe sequences were strategically positioned at conserved regions in psi and env and adapted to subtype B&C. In silico analysis of 752 subtype B and 697 subtype C near-full length genome sequences (nFGS) was performed to predict the specificity and sensitivity. Gblocks were used to determine the limit of blank (LoB), limit of detection (LoD), and different annealing temperatures were tested to address impact of sequence variability. RESULTS The in silico analysis showed that the HIV-1 B&C IPDA correctly identified 100% of the intact subtype B, and 86% of the subtype C sequences. In contrast, the original IPDA identified 86% and 12% of these subtype B and C sequences as intact. Furthermore, the HIV-1 B&C IPDA correctly identified hypermutated (87% and 88%) and other defective sequences (73% and 66%) for subtype B and C with comparable specificity as the original IPDA for subtype B (59% and 63%). Subtype B cis-acting sequences were more frequently identified as intact by the HIV-1 B&C IPDA compared to the original IPDA (39% and 2%). The LoB for intact proviral DNA copies was 0, and the LoD for intact proviral DNA copies was 6 (> 95% certainty) at 60 °C. Quantification of 2-6 copies can be performed with > 80% certainty. Lowering the annealing temperature to 55 °C slightly lowered the specificity but prevented exclusion of samples with single mutations in the primer/probe region. CONCLUSIONS We developed a robust and sensitive assay for the quantification of intact and defective HIV-1 subtype B and C proviral DNA, making this a suitable tool to monitor the impact of (large-scale) curative interventions.
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Affiliation(s)
- N V E J Buchholtz
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands
| | - M M Nühn
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands
| | - T C M de Jong
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands
| | - T A T Stienstra
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands
| | - K Reddy
- Africa Health Research Institute (AHRI), Durban, South Africa
| | - T Ndung'u
- Africa Health Research Institute (AHRI), Durban, South Africa
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
- The Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, Harvard University, Cambridge, MA, 01238, USA
- Division of Infection and Immunity, University College London, London, UK
| | - Z M Ndhlovu
- Africa Health Research Institute (AHRI), Durban, South Africa
| | - K Fisher
- Centre for Virus Research, The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, Australia
| | - S Palmer
- Centre for Virus Research, The Westmead Institute for Medical Research, The University of Sydney, Sydney, NSW, Australia
| | - A M J Wensing
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands
- ha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - J Symons
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands
| | - M Nijhuis
- Translational Virology, Department of Medical Microbiology, University Medical Center Utrecht, Heidelberglaan 100, 3584C, Utrecht, The Netherlands.
- HIV Pathogenesis Research Unit, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, South Africa.
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15
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Cannon L, Fehrman S, Pinzone M, Weissman S, O'Doherty U. Machine Learning Bolsters Evidence That D1, Nef, and Tat Influence HIV Reservoir Dynamics. Pathog Immun 2024; 8:37-58. [PMID: 38292079 PMCID: PMC10827039 DOI: 10.20411/pai.v8i2.621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 12/04/2023] [Indexed: 02/01/2024] Open
Abstract
Background The primary hurdle to curing HIV is due to the establishment of a reservoir early in infection. In an effort to find new treatment strategies, we and others have focused on understanding the selection pressures exerted on the reservoir by studying how proviral sequences change over time. Methods To gain insights into the dynamics of the HIV reservoir we analyzed longitudinal near full-length sequences from 7 people living with HIV between 1 and 20 years following the initiation of antiretroviral treatment. We used this data to employ Bayesian mixed effects models to characterize the decay of the reservoir using single-phase and multiphasic decay models based on near full-length sequencing. In addition, we developed a machine-learning approach utilizing logistic regression to identify elements within the HIV genome most associated with proviral decay and persistence. By systematically analyzing proviruses that are deleted for a specific element, we gain insights into their role in reservoir contraction and expansion. Results Our analyses indicate that biphasic decay models of intact reservoir dynamics were better than single-phase models with a stronger statistical fit. Based on the biphasic decay pattern of the intact reservoir, we estimated the half-lives of the first and second phases of decay to be 18.2 (17.3 to 19.2, 95%CI) and 433 (227 to 6400, 95%CI) months, respectively.In contrast, the dynamics of defective proviruses differed favoring neither model definitively, with an estimated half-life of 87.3 (78.1 to 98.8, 95% CI) months during the first phase of the biphasic model. Machine-learning analysis of HIV genomes at the nucleotide level revealed that the presence of the splice donor site D1 was the principal genomic element associated with contraction. This role of D1 was then validated in an in vitro system. Using the same approach, we additionally found supporting evidence that HIV nef may confer a protective advantage for latently infected T cells while tat was associated with clonal expansion. Conclusions The nature of intact reservoir decay suggests that the long-lived HIV reservoir contains at least 2 distinct compartments. The first compartment decays faster than the second compartment. Our machine-learning analysis of HIV proviral sequences reveals specific genomic elements are associated with contraction while others are associated with persistence and expansion. Together, these opposing forces shape the reservoir over time.
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Affiliation(s)
- LaMont Cannon
- Center for Biological Data Science, Virginia Commonwealth University, Richmond, Virginia
| | - Sophia Fehrman
- Center for Biological Data Science, Virginia Commonwealth University, Richmond, Virginia
| | - Marilia Pinzone
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sam Weissman
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Una O'Doherty
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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16
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Mohammadzadeh N, Chomont N, Estaquier J, Cohen EA, Power C. Is the Central Nervous System Reservoir a Hurdle for an HIV Cure? Viruses 2023; 15:2385. [PMID: 38140626 PMCID: PMC10747469 DOI: 10.3390/v15122385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 11/28/2023] [Accepted: 12/02/2023] [Indexed: 12/24/2023] Open
Abstract
There is currently no cure for HIV infection although adherence to effective antiretroviral therapy (ART) suppresses replication of the virus in blood, increases CD4+ T-cell counts, reverses immunodeficiency, and increases life expectancy. Despite these substantial advances, ART is a lifelong treatment for people with HIV (PWH) and upon cessation or interruption, the virus quickly rebounds in plasma and anatomic sites, including the central nervous system (CNS), resulting in disease progression. With recent advances in quantifying viral burden, detection of genetically intact viral genomes, and isolation of replication-competent virus from brain tissues of PWH receiving ART, it has become apparent that the CNS viral reservoir (largely comprised of macrophage type cells) poses a substantial challenge for HIV cure strategies. Other obstacles impacting the curing of HIV include ageing populations, substance use, comorbidities, limited antiretroviral drug efficacy in CNS cells, and ART-associated neurotoxicity. Herein, we review recent findings, including studies of the proviral integration sites, reservoir decay rates, and new treatment/prevention strategies in the context of the CNS, together with highlighting the next steps for investigations of the CNS as a viral reservoir.
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Affiliation(s)
- Nazanin Mohammadzadeh
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB T6G 2R3, Canada;
| | - Nicolas Chomont
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada;
- Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C 3J7, Canada;
| | - Jerome Estaquier
- Department of Microbiology and Immunology, CHU de Québec-Université Laval Research Center, Québec, QC G1V 4G2, Canada;
| | - Eric A. Cohen
- Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C 3J7, Canada;
- Institut de Recherches Cliniques de Montreal, Montreal, QC H2W 1R7, Canada
| | - Christopher Power
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB T6G 2R3, Canada;
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17
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Wu F, Simonetti FR. Learning from Persistent Viremia: Mechanisms and Implications for Clinical Care and HIV-1 Cure. Curr HIV/AIDS Rep 2023; 20:428-439. [PMID: 37955826 PMCID: PMC10719122 DOI: 10.1007/s11904-023-00674-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2023] [Indexed: 11/14/2023]
Abstract
PURPOSE OF REVIEW In this review, we discuss what persistent viremia has taught us about the biology of the HIV-1 reservoir during antiretroviral therapy (ART). We will also discuss the implications of this phenomenon for HIV-1 cure research and its clinical management. RECENT FINDINGS While residual viremia (RV, 1-3 HIV-1 RNA copies/ml) can be detected in most of people on ART, some individuals experience non-suppressible viremia (NSV, > 20-50 copies/mL) despite optimal adherence. When issues of drug resistance and pharmacokinetics are ruled out, this persistent virus in plasma is the reflection of virus production from clonally expanded CD4+ T cells carrying proviruses. Recent work has shown that a fraction of the proviruses source of NSV are not infectious, due to defects in the 5'-Leader sequence. However, additional viruses and host determinants of NSV are not fully understood. The study of NSV is of prime importance because it represents a challenge for the clinical care of people on ART, and it sheds light on virus-host interactions that could advance HIV-1 remission research.
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Affiliation(s)
- Fengting Wu
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, 733 N Broadway, Baltimore, MD, 21205, USA
| | - Francesco R Simonetti
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, 733 N Broadway, Baltimore, MD, 21205, USA.
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18
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Więcek K, Chen HC. Understanding latent HIV-1 reservoirs through host genomics approaches. iScience 2023; 26:108342. [PMID: 38026212 PMCID: PMC10665824 DOI: 10.1016/j.isci.2023.108342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023] Open
Abstract
Genetically intact HIV-1 proviruses are a major concern with regard to curing infection because they cause viral rebound after the cessation of antiretroviral therapy. However, intact proviruses are not prevalent in HIV-1 reservoirs. As such, it is essential to precisely determine the position of these proviruses before putting forward a better antiretroviral cure. Recently, a revised HIV-1 deeply latent reservoir concept has been proposed, stating that the progress of the establishment of HIV-1 reservoirs is influenced by immune-mediated selection during the course of infection. This selection force leads to the persistence of genetically intact proviruses as those with the best fit to avoid clearance. This hypothesis refreshes our understanding of HIV-1 latent reservoirs. For this reason, we reviewed current studies relevant to this theme and provide our perspectives to reinforce the overall understanding of HIV-1 latency in the context of the host genome.
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Affiliation(s)
- Kamil Więcek
- Epigenetics of Infectious Diseases Research Group, Population Diagnostics Center, Lukasiewicz Research Network – PORT Polish Center for Technology Development, Stablowicka 147, 54-066 Wroclaw, Poland
| | - Heng-Chang Chen
- Epigenetics of Infectious Diseases Research Group, Population Diagnostics Center, Lukasiewicz Research Network – PORT Polish Center for Technology Development, Stablowicka 147, 54-066 Wroclaw, Poland
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19
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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: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [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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20
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Singh K, Natarajan V, Dewar R, Rupert A, Badralmaa Y, Zhai T, Winchester N, Scrimieri F, Smith M, Davis I, Lallemand P, Giglietti A, Hensien J, Buerkert T, Goshu B, Rehm CA, Hu Z, Lane HC, Imamichi H. Long-term persistence of transcriptionally active 'defective' HIV-1 proviruses: implications for persistent immune activation during antiretroviral therapy. AIDS 2023; 37:2119-2130. [PMID: 37555786 PMCID: PMC10615727 DOI: 10.1097/qad.0000000000003667] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/17/2023] [Accepted: 07/22/2023] [Indexed: 08/10/2023]
Abstract
OBJECTIVES People with HIV-1 (PWH) on effective antiretroviral therapy (ART) continue to exhibit chronic systemic inflammation, immune activation, and persistent elevations in markers of HIV-1 infection [including HIV-DNA, cell-associated HIV-RNA (CA HIV-RNA), and antibodies to HIV-1 proteins] despite prolonged suppression of plasma HIV-RNA levels less than 50 copies/ml. Here, we investigated the hypothesis that nonreplicating but transcriptionally and translationally competent 'defective' HIV-1 proviruses may be one of drivers of these phenomena. DESIGN A combined cohort of 23 viremic and virologically suppressed individuals on ART were studied. METHODS HIV-DNA, CA HIV-RNA, western blot score (measure of anti-HIV-1 antibodies as a surrogate for viral protein expression in vivo ), and key biomarkers of inflammation and coagulation (IL-6, hsCRP, TNF-alpha, tissue factor, and D-dimer) were measured in peripheral blood and analyzed using a combined cross-sectional and longitudinal approaches. Sequences of HIV-DNA and CA HIV-RNA obtained via 5'-LTR-to-3'-LTR PCR and single-genome sequencing were also analyzed. RESULTS We observed similar long-term persistence of multiple, unique, transcriptionally active 'defective' HIV-1 provirus clones (average: 11 years., range: 4-20 years) and antibody responses against HIV-1 viral proteins among all ART-treated participants evaluated. A direct correlation was observed between the magnitude of HIV-1 western blot score and the levels of transcription of 'defective' HIV-1 proviruses ( r = 0.73, P < 0.01). Additional correlations were noted between total CD8 + T-cell counts and HIV-DNA ( r = 0.52, P = 0.01) or CA HIV-RNA ( r = 0.65, P < 0.01). CONCLUSION These findings suggest a novel interplay between transcription and translation of 'defective' HIV-1 proviruses and the persistent immune activation seen in the setting of treated chronic HIV-1 infection.
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Affiliation(s)
- Kanal Singh
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Ven Natarajan
- Frederick National Laboratory for Cancer Research, Frederick
| | - Robin Dewar
- Frederick National Laboratory for Cancer Research, Frederick
| | - Adam Rupert
- Frederick National Laboratory for Cancer Research, Frederick
| | - Yuden Badralmaa
- Frederick National Laboratory for Cancer Research, Frederick
| | - Tracey Zhai
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Nicole Winchester
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | | | - Mindy Smith
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Ivery Davis
- Frederick National Laboratory for Cancer Research, Frederick
| | | | - Aude Giglietti
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Jack Hensien
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Thomas Buerkert
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Bruktawit Goshu
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Catherine A. Rehm
- Clinical Research Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH
| | - Zonghui Hu
- Biostatistics Research Branch, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, Maryland, USA
| | - H. Clifford Lane
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
| | - Hiromi Imamichi
- Clinical and Molecular Retrovirology Section, Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda
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21
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Dwivedi AK, Gornalusse GG, Siegel DA, Barbehenn A, Thanh C, Hoh R, Hobbs KS, Pan T, Gibson EA, Martin J, Hecht F, Pilcher C, Milush J, Busch MP, Stone M, Huang ML, Reppetti J, Vo PM, Levy CN, Roychoudhury P, Jerome KR, Hladik F, Henrich TJ, Deeks SG, Lee SA. A cohort-based study of host gene expression: tumor suppressor and innate immune/inflammatory pathways associated with the HIV reservoir size. PLoS Pathog 2023; 19:e1011114. [PMID: 38019897 PMCID: PMC10712869 DOI: 10.1371/journal.ppat.1011114] [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: 01/11/2023] [Revised: 12/11/2023] [Accepted: 11/01/2023] [Indexed: 12/01/2023] Open
Abstract
The major barrier to an HIV cure is the HIV reservoir: latently-infected cells that persist despite effective antiretroviral therapy (ART). There have been few cohort-based studies evaluating host genomic or transcriptomic predictors of the HIV reservoir. We performed host RNA sequencing and HIV reservoir quantification (total DNA [tDNA], unspliced RNA [usRNA], intact DNA) from peripheral CD4+ T cells from 191 ART-suppressed people with HIV (PWH). After adjusting for nadir CD4+ count, timing of ART initiation, and genetic ancestry, we identified two host genes for which higher expression was significantly associated with smaller total DNA viral reservoir size, P3H3 and NBL1, both known tumor suppressor genes. We then identified 17 host genes for which lower expression was associated with higher residual transcription (HIV usRNA). These included novel associations with membrane channel (KCNJ2, GJB2), inflammasome (IL1A, CSF3, TNFAIP5, TNFAIP6, TNFAIP9, CXCL3, CXCL10), and innate immunity (TLR7) genes (FDR-adjusted q<0.05). Gene set enrichment analyses further identified significant associations of HIV usRNA with TLR4/microbial translocation (q = 0.006), IL-1/NRLP3 inflammasome (q = 0.008), and IL-10 (q = 0.037) signaling. Protein validation assays using ELISA and multiplex cytokine assays supported these observed inverse host gene correlations, with P3H3, IL-10, and TNF-α protein associations achieving statistical significance (p<0.05). Plasma IL-10 was also significantly inversely associated with HIV DNA (p = 0.016). HIV intact DNA was not associated with differential host gene expression, although this may have been due to a large number of undetectable values in our study. To our knowledge, this is the largest host transcriptomic study of the HIV reservoir. Our findings suggest that host gene expression may vary in response to the transcriptionally active reservoir and that changes in cellular proliferation genes may influence the size of the HIV reservoir. These findings add important data to the limited host genetic HIV reservoir studies to date.
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Affiliation(s)
- Ashok K. Dwivedi
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Germán G. Gornalusse
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - David A. Siegel
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Alton Barbehenn
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Cassandra Thanh
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, California, United States of America
| | - Rebecca Hoh
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Kristen S. Hobbs
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, California, United States of America
| | - Tony Pan
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, California, United States of America
| | - Erica A. Gibson
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, California, United States of America
| | - Jeffrey Martin
- Department of Biostatistics & Epidemiology, University of California San Francisco, California, United States of America
| | - Frederick Hecht
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Christopher Pilcher
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Jeffrey Milush
- Department of Medicine, Division of Experimental Medicine, University of California San Francisco, California, United States of America
| | - Michael P. Busch
- Vitalant Blood Bank, San Francisco, California, United States of America
| | - Mars Stone
- Vitalant Blood Bank, San Francisco, California, United States of America
| | - Meei-Li Huang
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, United States of America
| | - Julieta Reppetti
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
- Universidad de Buenos Aires (UBA), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Instituto de Fisiología y Biofísica Bernardo Houssay (IFIBIO- Houssay), Buenos Aires, Argentina
| | - Phuong M. Vo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - Claire N. Levy
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - Pavitra Roychoudhury
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, United States of America
| | - Keith R. Jerome
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, United States of America
| | - Florian Hladik
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, United States of America
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, United States of America
| | - Timothy J. Henrich
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America
| | - Steven G. Deeks
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
| | - Sulggi A. Lee
- Department of Medicine, Division of HIV, Infectious Diseases & Global Medicine, University of California, San Francisco, California, United States of America
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22
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Kumar MR, Fray EJ, Bender AM, Zitzmann C, Ribeiro RM, Perelson AS, Barouch DH, Siliciano JD, Siliciano RF. Biphasic decay of intact SHIV genomes following initiation of antiretroviral therapy complicates analysis of interventions targeting the reservoir. Proc Natl Acad Sci U S A 2023; 120:e2313209120. [PMID: 37844236 PMCID: PMC10614214 DOI: 10.1073/pnas.2313209120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 09/05/2023] [Indexed: 10/18/2023] Open
Abstract
The latent reservoir for HIV-1 in resting CD4+ T cells persists despite antiretroviral therapy (ART) and precludes cure. Reservoir-targeting interventions are evaluated in ART-treated macaques infected with simian immunodeficiency virus (SIV) or simian-human immunodeficiency virus (SHIV). Efficacy is determined by reservoir measurements before and after the intervention. However, most proviruses persisting in the setting of ART are defective. In addition, intact HIV-1 and SIV genomes undergo complex, multiphasic decay observable when new infection events are blocked by ART. Intervention-induced elimination of latently infected cells must be distinguished from natural decay. Here, we address these issues for SHIV. We describe an intact proviral DNA assay that allows digital counting of SHIV genomes lacking common fatal defects. We show that intact SHIV genomes in circulating CD4+ T cells undergo biphasic decay during the first year of ART, with a rapid first phase (t1/2 = 30.1 d) and a slower second phase (t1/2 = 8.1 mo) that is still more rapid that the slow decay observed in people with HIV-1 on long-term ART (t1/2 = 3.7 y). In SHIV models, most interventions are tested during 2nd phase decay. Natural 2nd phase decay must be considered in evaluating interventions as most infected cells present at this time do not become part of the stable reservoir. In addition, for interventions tested during 2nd phase decay, a caveat is that the intervention may not be equally effective in people with HIV on long-term ART whose reservoirs are dominated by latently infected cells with a slower decay rate.
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Affiliation(s)
- Mithra R. Kumar
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD21205
| | - Emily J. Fray
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD21205
| | - Alexandra M. Bender
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD21205
| | | | | | | | - Dan H. Barouch
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA02215
| | - Janet D. Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD21205
| | - Robert F. Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD21205
- HHMI, Baltimore, MD21205
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23
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Yucha R, Litchford ML, Fish CS, Yaffe ZA, Richardson BA, Maleche-Obimbo E, John-Stewart G, Wamalwa D, Overbaugh J, Lehman DA. Higher HIV-1 Env gp120-Specific Antibody-Dependent Cellular Cytotoxicity (ADCC) Activity Is Associated with Lower Levels of Defective HIV-1 Provirus. Viruses 2023; 15:2055. [PMID: 37896832 PMCID: PMC10611199 DOI: 10.3390/v15102055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/03/2023] [Accepted: 10/03/2023] [Indexed: 10/29/2023] Open
Abstract
A cure for HIV-1 (HIV) remains unrealized due to a reservoir of latently infected cells that persist during antiretroviral therapy (ART), with reservoir size associated with adverse health outcomes and inversely with time to viral rebound upon ART cessation. Once established during ART, the HIV reservoir decays minimally over time; thus, understanding factors that impact the size of the HIV reservoir near its establishment is key to improving the health of people living with HIV and for the development of novel cure strategies. Yet, to date, few correlates of HIV reservoir size have been identified, particularly in pediatric populations. Here, we employed a cross-subtype intact proviral DNA assay (CS-IPDA) to quantify HIV provirus between one- and two-years post-ART initiation in a cohort of Kenyan children (n = 72), which had a median of 99 intact (range: 0-2469), 1340 defective (range: 172-3.84 × 104), and 1729 total (range: 178-5.11 × 104) HIV proviral copies per one million T cells. Additionally, pre-ART plasma was tested for HIV Env-specific antibody-dependent cellular cytotoxicity (ADCC) activity. We found that pre-ART gp120-specific ADCC activity inversely correlated with defective provirus levels (n = 68, r = -0.285, p = 0.0214) but not the intact reservoir (n = 68, r = -0.0321, p-value = 0.800). Pre-ART gp41-specific ADCC did not significantly correlate with either proviral population (n = 68; intact: r = -0.0512, p-value = 0.686; defective: r = -0.109, p-value = 0.389). This suggests specific host immune factors prior to ART initiation can impact proviruses that persist during ART.
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Affiliation(s)
- Ryan Yucha
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Department of Microbiology, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Morgan L. Litchford
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Carolyn S. Fish
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Zak A. Yaffe
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Molecular and Cellular Biology Program, University of Washington, Seattle, WA 98195, USA
- Medical Scientist Training Program, University of Washington, Seattle, WA 98195, USA
| | - Barbra A. Richardson
- Department of Global Health, University of Washington, Seattle, WA 98195, USA
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | | | - Grace John-Stewart
- Department of Global Health, University of Washington, Seattle, WA 98195, USA
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
- Department of Pediatrics, University of Washington, Seattle, WA 98195, USA
- Department of Epidemiology, University of Washington, Seattle, WA 98195, USA
| | - Dalton Wamalwa
- Department of Global Health, University of Washington, Seattle, WA 98195, USA
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi P.O. Box 30197, Kenya
| | - Julie Overbaugh
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Dara A. Lehman
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Department of Global Health, University of Washington, Seattle, WA 98195, USA
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24
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Reeves DB, Bacchus-Souffan C, Fitch M, Abdel-Mohsen M, Hoh R, Ahn H, Stone M, Hecht F, Martin J, Deeks SG, Hellerstein MK, McCune JM, Schiffer JT, Hunt PW. Estimating the contribution of CD4 T cell subset proliferation and differentiation to HIV persistence. Nat Commun 2023; 14:6145. [PMID: 37783718 PMCID: PMC10545742 DOI: 10.1038/s41467-023-41521-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 09/04/2023] [Indexed: 10/04/2023] Open
Abstract
Persistence of HIV in people living with HIV (PWH) on suppressive antiretroviral therapy (ART) has been linked to physiological mechanisms of CD4+ T cells. Here, in the same 37 male PWH on ART we measure longitudinal kinetics of HIV DNA and cell turnover rates in five CD4 cell subsets: naïve (TN), stem-cell- (TSCM), central- (TCM), transitional- (TTM), and effector-memory (TEM). HIV decreases in TTM and TEM but not in less-differentiated subsets. Cell turnover is ~10 times faster than HIV clearance in memory subsets, implying that cellular proliferation consistently creates HIV DNA. The optimal mathematical model for these integrated data sets posits HIV DNA also passages between CD4 cell subsets via cellular differentiation. Estimates are heterogeneous, but in an average participant's year ~10 (in TN and TSCM) and ~104 (in TCM, TTM, TEM) proviruses are generated by proliferation while ~103 proviruses passage via cell differentiation (per million CD4). In simulations, therapies blocking proliferation and/or enhancing differentiation could reduce HIV DNA by 1-2 logs over 3 years. In summary, HIV exploits cellular proliferation and differentiation to persist during ART but clears faster in more proliferative/differentiated CD4 cell subsets and the same physiological mechanisms sustaining HIV might be temporarily modified to reduce it.
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Affiliation(s)
- Daniel B Reeves
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA.
- Department of Global Health, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA.
| | | | - Mark Fitch
- Department of Nutritional Sciences and Toxicology, University of California, University Avenue and Oxford St, Berkeley, CA, 94720, USA
| | | | - Rebecca Hoh
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Haelee Ahn
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Mars Stone
- Vitalant Research Institute, 360 Spear St Suite 200, San Francisco, CA, 94105, USA
| | - Frederick Hecht
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Jeffrey Martin
- Epidemiology & Biostatistics, University of California San Francisco School of Medicine, 550 16th Street, San Francisco, CA, 94158, USA
| | - Steven G Deeks
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Marc K Hellerstein
- Department of Nutritional Sciences and Toxicology, University of California, University Avenue and Oxford St, Berkeley, CA, 94720, USA
| | - Joseph M McCune
- HIV Frontiers, Global Health Accelerator, Bill & Melinda Gates Foundation, 500 5th Ave N, Seattle, WA, 98109, USA
| | - Joshua T Schiffer
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Allergy and Infectious Diseases, School of Medicine, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Peter W Hunt
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, 1001 Potrero Ave, San Francisco, CA, 94100, USA
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25
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Copertino DC, Holmberg CS, Weiler J, Ward AR, Howard JN, Levinger C, Pang AP, Corley MJ, Dündar F, Zumbo P, Betel D, Gandhi RT, McMahon DK, Bosch RJ, Linden N, Macatangay BJ, Cyktor JC, Eron JJ, Mellors JW, Kovacs C, Benko E, Bosque A, Jones RB. The latency-reversing agent HODHBt synergizes with IL-15 to enhance cytotoxic function of HIV-specific T cells. JCI Insight 2023; 8:e169028. [PMID: 37581929 PMCID: PMC10561764 DOI: 10.1172/jci.insight.169028] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 08/10/2023] [Indexed: 08/17/2023] Open
Abstract
IL-15 is under clinical investigation toward the goal of curing HIV infection because of its abilities to reverse HIV latency and enhance immune effector function. However, increased potency through combination with other agents may be needed. 3-Hydroxy-1,2,3-benzotriazin-4(3H)-one (HODHBt) enhances IL-15-mediated latency reversal and NK cell function by increasing STAT5 activation. We hypothesized that HODHBt would also synergize with IL-15, via STAT5, to directly enhance HIV-specific cytotoxic T cell responses. We showed that ex vivo IL-15 + HODHBt treatment markedly enhanced HIV-specific granzyme B-releasing T cell responses in PBMCs from antiretroviral therapy-suppressed (ART-suppressed) donors. We also observed upregulation of antigen processing and presentation in CD4+ T cells and increased surface MHC-I. In ex vivo PBMCs, IL-15 + HODHBt was sufficient to reduce intact proviruses in 1 of 3 ART-suppressed donors. Our findings reveal the potential for second-generation IL-15 studies incorporating HODHBt-like therapeutics. Iterative studies layering on additional latency reversal or other agents are needed to achieve consistent ex vivo reservoir reductions.
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Affiliation(s)
- Dennis C. Copertino
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Carissa S. Holmberg
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington, DC, USA
| | - Jared Weiler
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Adam R. Ward
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington, DC, USA
| | - J. Natalie Howard
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington, DC, USA
| | - Callie Levinger
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington, DC, USA
| | - Alina P.S. Pang
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Michael J. Corley
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Friederike Dündar
- Applied Bioinformatics Core and
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, New York, USA
- Catenion GmbH, Berlin, Germany
| | | | - Doron Betel
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
- Applied Bioinformatics Core and
- Institute for Computational Biomedicine, Weill Cornell Medicine, New York, New York, USA
| | - Rajesh T. Gandhi
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Deborah K. McMahon
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Ronald J. Bosch
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Noemi Linden
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Bernard J. Macatangay
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Joshua C. Cyktor
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Joseph J. Eron
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - John W. Mellors
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Colin Kovacs
- Maple Leaf Medical Clinic, Toronto, Ontario, Canada
| | - Erika Benko
- Maple Leaf Medical Clinic, Toronto, Ontario, Canada
| | - Alberto Bosque
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington, DC, USA
| | - R. Brad Jones
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
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26
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Sanz M, Weideman AMK, Ward AR, Clohosey ML, Garcia-Recio S, Selitsky SR, Mann BT, Iannone MA, Whitworth CP, Chitrakar A, Garrido C, Kirchherr J, Coffey AR, Tsai YH, Samir S, Xu Y, Copertino D, Bosque A, Jones BR, Parker JS, Hudgens MG, Goonetilleke N, Soriano-Sarabia N. Aminobisphosphonates reactivate the latent reservoir in people living with HIV-1. Front Immunol 2023; 14:1219250. [PMID: 37744358 PMCID: PMC10516574 DOI: 10.3389/fimmu.2023.1219250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/17/2023] [Indexed: 09/26/2023] Open
Abstract
Antiretroviral therapy (ART) is not curative due to the existence of cellular reservoirs of latent HIV-1 that persist during therapy. Current research efforts to cure HIV-1 infection include "shock and kill" strategies to disrupt latency using small molecules or latency-reversing agents (LRAs) to induce expression of HIV-1 enabling cytotoxic immune cells to eliminate infected cells. The modest success of current LRAs urges the field to identify novel drugs with increased clinical efficacy. Aminobisphosphonates (N-BPs) that include pamidronate, zoledronate, or alendronate, are the first-line treatment of bone-related diseases including osteoporosis and bone malignancies. Here, we show the use of N-BPs as a novel class of LRA: we found in ex vivo assays using primary cells from ART-suppressed people living with HIV-1 that N-BPs induce HIV-1 from latency to levels that are comparable to the T cell activator phytohemagglutinin (PHA). RNA sequencing and mechanistic data suggested that reactivation may occur through activation of the activator protein 1 signaling pathway. Stored samples from a prior clinical trial aimed at analyzing the effect of alendronate on bone mineral density, provided further evidence of alendronate-mediated latency reversal and activation of immune effector cells. Decay of the reservoir measured by IPDA was however not detected. Our results demonstrate the novel use of N-BPs to reverse HIV-1 latency while inducing immune effector functions. This preliminary evidence merits further investigation in a controlled clinical setting possibly in combination with therapeutic vaccination.
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Affiliation(s)
- Marta Sanz
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Ann Marie K. Weideman
- Biostatistics Core, Center for AIDS Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Adam R. Ward
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
- Department of Infectious Diseases, Weill Cornell Medicine, New York, NY, United States
| | - Matthew L. Clohosey
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Susana Garcia-Recio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Sara R. Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Brendan T. Mann
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Marie Anne Iannone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Chloe P. Whitworth
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alisha Chitrakar
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Carolina Garrido
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jennifer Kirchherr
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alisha R. Coffey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Yi- Hsuan Tsai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Shahryar Samir
- Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Yinyan Xu
- Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Dennis Copertino
- Department of Infectious Diseases, Weill Cornell Medicine, New York, NY, United States
| | - Alberto Bosque
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Brad R. Jones
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
- Department of Infectious Diseases, Weill Cornell Medicine, New York, NY, United States
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Michael G. Hudgens
- Biostatistics Core, Center for AIDS Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nilu Goonetilleke
- Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Natalia Soriano-Sarabia
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
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27
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McMyn NF, Varriale J, Fray EJ, Zitzmann C, MacLeod H, Lai J, Singhal A, Moskovljevic M, Garcia MA, Lopez BM, Hariharan V, Rhodehouse K, Lynn K, Tebas P, Mounzer K, Montaner LJ, Benko E, Kovacs C, Hoh R, Simonetti FR, Laird GM, Deeks SG, Ribeiro RM, Perelson AS, Siliciano RF, Siliciano JM. The latent reservoir of inducible, infectious HIV-1 does not decrease despite decades of antiretroviral therapy. J Clin Invest 2023; 133:e171554. [PMID: 37463049 PMCID: PMC10471168 DOI: 10.1172/jci171554] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 07/11/2023] [Indexed: 09/02/2023] Open
Abstract
HIV-1 persists in a latent reservoir in resting CD4+ T cells despite antiretroviral therapy (ART). The reservoir decays slowly over the first 7 years of ART (t1/2 = 44 months). However, whether decay continues with long-term ART is unclear. Recent integration site studies indicate gradual selection against inducible, intact proviruses, raising speculation that decades of ART might allow treatment interruption without viral rebound. Therefore, we measured the reservoir in 42 people on long-term ART (mean 22 years) using a quantitative viral outgrowth assay. After 7 years of ART, there was no long-term decrease in the frequency of inducible, replication-competent proviruses but rather an increase with an estimated doubling time of 23 years. Another reservoir assay, the intact proviral DNA assay, confirmed that reservoir decay with t1/2 of 44 months did not continue with long-term ART. The lack of decay reflected proliferation of infected cells. Most inducible, replication-competent viruses (79.8%) had env sequences identical to those of other isolates from the same sample. Thus, although integration site analysis indicates changes in reservoir composition, the proliferation of CD4+ T cells counteracts decay, maintaining the frequency of inducible, replication-competent proviruses at roughly constant levels over the long term. These results reinforce the need for lifelong ART.
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Affiliation(s)
- Natalie F. McMyn
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joseph Varriale
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emily J. Fray
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Jun Lai
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Anushka Singhal
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Mauro A. Garcia
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Brianna M. Lopez
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Vivek Hariharan
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kyle Rhodehouse
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kenneth Lynn
- The Wistar Institute, Philadelphia, Pennsylvania, USA
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Pablo Tebas
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Karam Mounzer
- Philadelphia Field Initiating Group for HIV-1 Trials, Philadelphia, Pennsylvania, USA
| | | | - Erika Benko
- Maple Leaf Medical Clinic, Toronto, Ontario, Canada
| | - Colin Kovacs
- Maple Leaf Medical Clinic, Toronto, Ontario, Canada
| | | | | | | | | | - Ruy M. Ribeiro
- Los Alamos National Laboratory, Los Alamos, New Mexico, USA
| | | | - Robert F. Siliciano
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Howard Hughes Medical Institute, Baltimore, Maryland, USA
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28
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Botha JC, Demirov D, Gordijn C, Katusiime MG, Bale MJ, Wu X, Wells D, Hughes SH, Cotton MF, Mellors JW, Kearney MF, van Zyl GU. The largest HIV-1-infected T cell clones in children on long-term combination antiretroviral therapy contain solo LTRs. mBio 2023; 14:e0111623. [PMID: 37530525 PMCID: PMC10470503 DOI: 10.1128/mbio.01116-23] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 06/26/2023] [Indexed: 08/03/2023] Open
Abstract
Combination antiretroviral therapy (cART) suppresses viral replication but does not cure HIV infection because a reservoir of infectious (intact) HIV proviruses persists in long-lived CD4+T cells. However, a large majority (>95%) of HIV-infected cells that persist on effective cART carry defective (non-infectious) proviruses. Defective proviruses consisting of only a single LTR (solo long terminal repeat) are commonly found as endogenous retroviruses in many animal species, but the frequency of solo-LTR HIV proviruses has not been well defined. Here we show that, in five pediatric donors whose viremia was suppressed on cART for at least 5 years, the proviruses in the nine largest clones of HIV-infected cells were solo LTRs. The sizes of five of these clones were assayed longitudinally by integration site-specific quantitative PCR. Minor waxing and waning of the clones was observed, suggesting that these clones are generally stable over time. Our findings show that solo LTRs comprise a large fraction of the proviruses in infected cell clones that persist in children on long-term cART. IMPORTANCE This work highlights that severely deleted HIV-1 proviruses comprise a significant proportion of the proviral landscape and are often overlooked.
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Affiliation(s)
| | - Dimiter Demirov
- Cancer Research Technology Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | | | - Mary Grace Katusiime
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | - Michael J. Bale
- Laboratory of Epigenetics and Immunity, Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Xiaolin Wu
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | - Daria Wells
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | - Stephen H. Hughes
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | | | - John W. Mellors
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Mary F. Kearney
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
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29
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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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30
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Trunfio M, Chaillon A, Beliakova-Bethell N, Deiss R, Letendre SL, Riggs PK, Higgins N, Gianella S. Beyond the Syndemic of Opioid Use Disorders and HIV: The Impact of Opioids on Viral Reservoirs. Viruses 2023; 15:1712. [PMID: 37632053 PMCID: PMC10458944 DOI: 10.3390/v15081712] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/31/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023] Open
Abstract
People with HIV are more likely to have opioid use disorder and to be prescribed opioids for chronic pain than the general population; however, the effects of opioids on the immune system and HIV persistence have not been fully elucidated. Opioids may affect HIV reservoirs during their establishment, maintenance, and reactivation by enhancing HIV infectivity and replication due to upregulation of co-receptors and impairment of innate antiviral responses. Opioids may also modulate immune cell functioning and microbial translocation and can reverse viral latency. In this review, we summarize the current findings for and against the modulating effects of opioids on HIV cellular and anatomical reservoirs, highlighting the current limitations that affect in vitro, ex vivo, and in vivo studies in the field. We propose further research targets and potential strategies to approach this topic.
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Affiliation(s)
- Mattia Trunfio
- Unit of Infectious Diseases, Department of Medical Sciences at Amedeo di Savoia Hospital, University of Turin, 10149 Turin, Italy
- HIV Neurobehavioral Research Program, Department of Psychiatry, University of California San Diego (UCSD), San Diego, CA 92103, USA
| | - Antoine Chaillon
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA 92037, USA
| | - Nadejda Beliakova-Bethell
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA 92037, USA
- VA San Diego Healthcare System and Veterans Medical Research Foundation, La Jolla, CA 92037, USA
| | - Robert Deiss
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA 92037, USA
- VA San Diego Healthcare System and Veterans Medical Research Foundation, La Jolla, CA 92037, USA
- Department of Medicine, Owen Clinic, University of California San Diego (UCSD), San Diego, CA 92037, USA
| | - Scott L. Letendre
- HIV Neurobehavioral Research Program, Department of Psychiatry, University of California San Diego (UCSD), San Diego, CA 92103, USA
| | - Patricia K. Riggs
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA 92037, USA
| | - Niamh Higgins
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA 92037, USA
| | - Sara Gianella
- Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA 92037, USA
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31
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Reeves DB, Gaebler C, Oliveira TY, Peluso MJ, Schiffer JT, Cohn LB, Deeks SG, Nussenzweig MC. Impact of misclassified defective proviruses on HIV reservoir measurements. Nat Commun 2023; 14:4186. [PMID: 37443365 PMCID: PMC10345136 DOI: 10.1038/s41467-023-39837-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Most proviruses persisting in people living with HIV (PWH) on antiretroviral therapy (ART) are defective. However, rarer intact proviruses almost always reinitiate viral rebound if ART stops. Therefore, assessing therapies to prevent viral rebound hinges on specifically quantifying intact proviruses. We evaluated the same samples from 10 male PWH on ART using the two-probe intact proviral DNA assay (IPDA) and near full length (nfl) Q4PCR. Both assays admitted similar ratios of intact to total HIV DNA, but IPDA found ~40-fold more intact proviruses. Neither assay suggested defective proviruses decay over 10 years. However, the mean intact half-lives were different: 108 months for IPDA and 65 months for Q4PCR. To reconcile this difference, we modeled additional longitudinal IPDA data and showed that decelerating intact decay could arise from very long-lived intact proviruses and/or misclassified defective proviruses: slowly decaying defective proviruses that are intact in IPDA probe locations (estimated up to 5%, in agreement with sequence library based predictions). The model also demonstrates how misclassification can lead to underestimated efficacy of therapies that exclusively reduce intact proviruses. We conclude that sensitive multi-probe assays combined with specific nfl-verified assays would be optimal to document absolute and changing levels of intact HIV proviruses.
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Affiliation(s)
- Daniel B Reeves
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
| | - Christian Gaebler
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY, USA
- Laboratory of Translational Immunology of Viral Infections, Department of Infectious Diseases, Charité -Universitätsmedizin, Berlin, Germany
| | - Thiago Y Oliveira
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Joshua T Schiffer
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Lillian B Cohn
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Michel C Nussenzweig
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY, USA
- Howard Hughes Medical Institute, The Rockefeller University, New York, NY, USA
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32
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Zhu T, Cao W, Li T. HIV DNA positively correlates with HLA-DR+CD8+ T lymphocytes over 8-year suppressive antiretroviral therapy. AIDS 2023; 37:1335-1337. [PMID: 37115824 PMCID: PMC10242515 DOI: 10.1097/qad.0000000000003587] [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: 09/11/2022] [Accepted: 04/17/2023] [Indexed: 04/29/2023]
Abstract
We studied the relationship between HIV DNA and CD8 + T-cell activation in a retrospective cohort. We observed that the expression level of HLA-DR remained high in CD8 + T-cells and was positively correlated with total HIV DNA [odds ratio (OR) = 1.86, P = 0.028) during 8 years of suppressive antiretroviral therapy (ART). This study illustrated the long-term interplay between HIV DNA reservoir and host inflammatory state despite viral suppression.
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Affiliation(s)
| | - Wei Cao
- Department of Infectious Diseases
| | - Taisheng Li
- Department of Infectious Diseases
- State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
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Gandhi RT, Bosch RJ, Mar H, Laird GM, Halvas EK, Hovind L, Collier AC, Riddler SA, Martin A, Ritter K, McMahon DK, Eron JJ, Cyktor JC, Mellors JW. Varied Patterns of Decay of Intact Human Immunodeficiency Virus Type 1 Proviruses Over 2 Decades of Antiretroviral Therapy. J Infect Dis 2023; 227:1376-1380. [PMID: 36763044 PMCID: PMC10474937 DOI: 10.1093/infdis/jiad039] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/02/2023] [Accepted: 02/05/2023] [Indexed: 02/11/2023] Open
Abstract
Fourteen people with human immunodeficiency virus type 1 had longitudinal measurements of intact, defective, and total proviral DNA over the course of two decades of antiretroviral therapy. Three patterns of intact proviral DNA decay were revealed: (1) biphasic decline with markedly slower second-phase decline, (2) initial decline that transitions to a zero-slope plateau, and (3) initial decline followed by later increases in intact proviral DNA. Defective proviral DNA levels were essentially stable. Mechanisms of slowing or reversal of second-phase decay of intact proviral DNA may include the inability to clear cells with intact but transcriptionally silent proviruses and clonal expansion of cells with intact proviruses.
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Affiliation(s)
- Rajesh T Gandhi
- Infectious Disease Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ronald J Bosch
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Hanna Mar
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Elias K Halvas
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Laura Hovind
- Frontier Science and Technology Research Foundation, Amherst, New York, USA
| | - Ann C Collier
- Department of Medicine, University of Washington School of Medicine, Seattle, Washington, USA
| | - Sharon A Riddler
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | - Deborah K McMahon
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Joseph J Eron
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Joshua C Cyktor
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John W Mellors
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Gabuzda D, Yin J, Misra V, Chettimada S, Gelman BB. Intact Proviral DNA Analysis of the Brain Viral Reservoir and Relationship to Neuroinflammation in People with HIV on Suppressive Antiretroviral Therapy. Viruses 2023; 15:1009. [PMID: 37112989 PMCID: PMC10142371 DOI: 10.3390/v15041009] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/13/2023] [Accepted: 04/16/2023] [Indexed: 04/29/2023] Open
Abstract
HIV establishes a persistent viral reservoir in the brain despite viral suppression in blood to undetectable levels on antiretroviral therapy (ART). The brain viral reservoir in virally suppressed HIV+ individuals is not well-characterized. In this study, intact, defective, and total HIV proviral genomes were measured in frontal lobe white matter from 28 virally suppressed individuals on ART using the intact proviral DNA assay (IPDA). HIV gag DNA/RNA levels were measured using single-copy assays and expression of 78 genes related to inflammation and white matter integrity was measured using the NanoString platform. Intact proviral DNA was detected in brain tissues of 18 of 28 (64%) individuals on suppressive ART. The median proviral genome copy numbers in brain tissue as measured by the IPDA were: intact, 10 (IQR 1-92); 3' defective, 509 (225-858); 5' defective, 519 (273-906); and total proviruses, 1063 (501-2074) copies/106 cells. Intact proviral genomes accounted for less than 10% (median 8.3%) of total proviral genomes in the brain, while 3' and 5' defective genomes accounted for 44% and 49%, respectively. There was no significant difference in median copy number of intact, defective, or total proviruses between groups stratified by neurocognitive impairment (NCI) vs. no NCI. In contrast, there was an increasing trend in intact proviruses in brains with vs. without neuroinflammatory pathology (56 vs. 5 copies/106 cells, p = 0.1), but no significant differences in defective or total proviruses. Genes related to inflammation, stress responses, and white matter integrity were differentially expressed in brain tissues with >5 vs. +5 intact proviruses/106 cells. These findings suggest that intact HIV proviral genomes persist in the brain at levels comparable to those reported in blood and lymphoid tissues and increase CNS inflammation/immune activation despite suppressive ART, indicating the importance of targeting the CNS reservoir to achieve HIV cure.
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Affiliation(s)
- Dana Gabuzda
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Neurology, Harvard Medical School, Boston, MA 02115, USA
| | - Jun Yin
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Vikas Misra
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Sukrutha Chettimada
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Benjamin B. Gelman
- Department of Pathology, University of Texas Medical Branch, Galveston, TX 77555, USA
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35
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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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36
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Pasternak AO, Berkhout B. HIV persistence: silence or resistance? Curr Opin Virol 2023; 59:101301. [PMID: 36805974 DOI: 10.1016/j.coviro.2023.101301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/05/2022] [Accepted: 12/19/2022] [Indexed: 02/19/2023]
Abstract
Despite decades of suppressive antiretroviral therapy, human immunodeficiency virus (HIV) reservoirs in infected individuals persist and fuel viral rebound once therapy is interrupted. The persistence of viral reservoirs is the main obstacle to achieving HIV eradication or a long-term remission. The last decade has seen a profound change in our understanding of the mechanisms behind HIV persistence, which appears to be much more complex than originally assumed. In addition to the persistence of transcriptionally silent proviruses in a stable latent reservoir that is invisible to the immune system, HIV is increasingly recognized to persist by resistance to the immune clearance, which appears to play a surprisingly prominent role in shaping the reservoir. In this review, we discuss some emerging insights into the mechanisms of HIV persistence, as well as their implications for the development of strategies towards an HIV cure.
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Affiliation(s)
- Alexander O Pasternak
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands.
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, the Netherlands
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37
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Zhang X, Chen J. HIV Reservoir: How to Measure It? Curr HIV/AIDS Rep 2023; 20:29-41. [PMID: 37004676 DOI: 10.1007/s11904-023-00653-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/08/2023] [Indexed: 04/04/2023]
Abstract
PURPOSEOF REVIEW In the current quest for a complete cure for HIV/AIDS, the persistence of a long-lived reservoir of cells carrying replication-competent proviruses is the major challenge. Here, we describe the main elements and characteristics of several widely used assays of HIV latent reservoir detection. RECENT FINDINGS To date, researchers have developed several different HIV latent reservoir detection assays. Among them, the in vitro quantitative viral outgrowth assay (QVOA) has been the gold standard for assessing latent HIV-1 viral load. The intact proviral DNA assay (IPDA) based on PCR also demonstrated the predominance of defective viruses. However, these assays all have some drawbacks and may still be inadequate in detecting the presence of ultralow levels of latent virus in many patients who were initially thought to have been cured, but eventually showed viral rebound. An accurate and precise measurement of the HIV reservoir is therefore needed to evaluate curative strategies, aimed to functional cure or sterilizing cure.
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Affiliation(s)
- Xinyu Zhang
- Scientific Research Center, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jun Chen
- Department of Infectious Diseases and Immunology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
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38
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Fray EJ, Wu F, Simonetti FR, Zitzmann C, Sambaturu N, Molina-Paris C, Bender AM, Liu PT, Ventura JD, Wiseman RW, O'Connor DH, Geleziunas R, Leitner T, Ribeiro RM, Perelson AS, Barouch DH, Siliciano JD, Siliciano RF. Antiretroviral therapy reveals triphasic decay of intact SIV genomes and persistence of ancestral variants. Cell Host Microbe 2023; 31:356-372.e5. [PMID: 36809762 PMCID: PMC10583177 DOI: 10.1016/j.chom.2023.01.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/02/2022] [Accepted: 01/24/2023] [Indexed: 02/22/2023]
Abstract
The decay kinetics of HIV-1-infected cells are critical to understand virus persistence. We evaluated the frequency of simian immunodeficiency virus (SIV)-infected cells for 4 years of antiretroviral therapy (ART). The intact proviral DNA assay (IPDA) and an assay for hypermutated proviruses revealed short- and long-term infected cell dynamics in macaques starting ART ∼1 year after infection. Intact SIV genomes in circulating CD4+T cells showed triphasic decay with an initial phase slower than the decay of the plasma virus, a second phase faster than the second phase decay of intact HIV-1, and a stable third phase reached after 1.6-2.9 years. Hypermutated proviruses showed bi- or mono-phasic decay, reflecting different selective pressures. Viruses replicating at ART initiation had mutations conferring antibody escape. With time on ART, viruses with fewer mutations became more prominent, reflecting decay of variants replicating at ART initiation. Collectively, these findings confirm ART efficacy and indicate that cells enter the reservoir throughout untreated infection.
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Affiliation(s)
- Emily J Fray
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
| | - Fengting Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Francesco R Simonetti
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | | | | | | | - Alexandra M Bender
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Po-Ting Liu
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - John D Ventura
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Roger W Wiseman
- Wisconsin National Primate Research Center, Madison, WI 53715, USA
| | - David H O'Connor
- Wisconsin National Primate Research Center, Madison, WI 53715, USA
| | | | - Thomas Leitner
- Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Ruy M Ribeiro
- Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | | | - Dan H Barouch
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Janet D Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Robert F Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Howard Hughes Medical Institute, Baltimore, MD 21205, USA.
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39
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Sanz M, Weideman AMK, Ward AR, Clohosey ML, Garcia-Recio S, Selitsky SR, Mann BT, Iannone MA, Whitworth CP, Chitrakar A, Garrido C, Kirchherr J, Coffey AR, Tsai YH, Samir S, Xu Y, Copertino D, Bosque A, Jones BR, Parker JS, Hudgens MG, Goonetilleke N, Soriano-Sarabia N. Aminobisphosphonates reactivate the latent reservoir in people living with HIV-1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.07.527421. [PMID: 36798291 PMCID: PMC9934553 DOI: 10.1101/2023.02.07.527421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Antiretroviral therapy (ART) is not curative due to the existence of cellular reservoirs of latent HIV-1 that persist during therapy. Current research efforts to cure HIV-1 infection include "shock and kill" strategies to disrupt latency using small molecules or latency-reversing agents (LRAs) to induce expression of HIV-1 enabling cytotoxic immune cells to eliminate infected cells. The modest success of current LRAs urges the field to identify novel drugs with increased clinical efficacy. Aminobisphosphonates (N-BPs) that include pamidronate, zoledronate, or alendronate, are the first-line treatment of bone-related diseases including osteoporosis and bone malignancies. Here, we show the use of N-BPs as a novel class of LRA: we found in ex vivo assays using primary cells from ART-suppressed people living with HIV-1 that N-BPs induce HIV-1 from latency to levels that are comparable to the T cell activator phytohemagglutinin (PHA). RNA sequencing and mechanistic data suggested that reactivation may occur through activation of the activator protein 1 signaling pathway. Stored samples from a prior clinical trial aimed at analyzing the effect of alendronate on bone mineral density, provided further evidence of alendronate-mediated latency reversal and activation of immune effector cells. Decay of the reservoir measured by IPDA was however not detected. Our results demonstrate the novel use of N-BPs to reverse HIV-1 latency while inducing immune effector functions. This preliminary evidence merits further investigation in a controlled clinical setting possibly in combination with therapeutic vaccination.
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Affiliation(s)
- Marta Sanz
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Ann Marie K. Weideman
- Department of Biostatistics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Adam R. Ward
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
- Department of Infectious Diseases, Weill Cornell Medicine, New York, USA
| | - Matthew L. Clohosey
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Susana Garcia-Recio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Sara R. Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Brendan T. Mann
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Marie Anne Iannone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Chloe P. Whitworth
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Alisha Chitrakar
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Carolina Garrido
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Jennifer Kirchherr
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Alisha R. Coffey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Yi-Hsuan Tsai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Shahryar Samir
- Microbiology & Immunology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Yinyan Xu
- Microbiology & Immunology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Dennis Copertino
- Department of Infectious Diseases, Weill Cornell Medicine, New York, USA
| | - Alberto Bosque
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Brad R. Jones
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
- Department of Infectious Diseases, Weill Cornell Medicine, New York, USA
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Michael G. Hudgens
- Department of Biostatistics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Nilu Goonetilleke
- Microbiology & Immunology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Natalia Soriano-Sarabia
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
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40
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Sun W, Gao C, Hartana CA, Osborn MR, Einkauf KB, Lian X, Bone B, Bonheur N, Chun TW, Rosenberg ES, Walker BD, Yu XG, Lichterfeld M. Phenotypic signatures of immune selection in HIV-1 reservoir cells. Nature 2023; 614:309-317. [PMID: 36599977 PMCID: PMC9908552 DOI: 10.1038/s41586-022-05538-8] [Citation(s) in RCA: 54] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 11/08/2022] [Indexed: 01/06/2023]
Abstract
Human immunodeficiency virus 1 (HIV-1) reservoir cells persist lifelong despite antiretroviral treatment1,2 but may be vulnerable to host immune responses that could be exploited in strategies to cure HIV-1. Here we used a single-cell, next-generation sequencing approach for the direct ex vivo phenotypic profiling of individual HIV-1-infected memory CD4+ T cells from peripheral blood and lymph nodes of people living with HIV-1 and receiving antiretroviral treatment for approximately 10 years. We demonstrate that in peripheral blood, cells harbouring genome-intact proviruses and large clones of virally infected cells frequently express ensemble signatures of surface markers conferring increased resistance to immune-mediated killing by cytotoxic T and natural killer cells, paired with elevated levels of expression of immune checkpoint markers likely to limit proviral gene transcription; this phenotypic profile might reduce HIV-1 reservoir cell exposure to and killing by cellular host immune responses. Viral reservoir cells harbouring intact HIV-1 from lymph nodes exhibited a phenotypic signature primarily characterized by upregulation of surface markers promoting cell survival, including CD44, CD28, CD127 and the IL-21 receptor. Together, these results suggest compartmentalized phenotypic signatures of immune selection in HIV-1 reservoir cells, implying that only small subsets of infected cells with optimal adaptation to their anatomical immune microenvironment are able to survive during long-term antiretroviral treatment. The identification of phenotypic markers distinguishing viral reservoir cells may inform future approaches for strategies to cure and eradicate HIV-1.
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Affiliation(s)
- Weiwei Sun
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | | | | | - Kevin B Einkauf
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Xiaodong Lian
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Benjamin Bone
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Tae-Wook Chun
- National Institute of Allergies and Infectious Diseases, Bethesda, MD, USA
| | - Eric S Rosenberg
- Infectious Disease Division, Massachusetts General Hospital, Boston, MA, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Massachusetts General Hospital, Boston, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Institute for Medical Engineering and Sciences and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA.
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA.
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Koofhethile CK, Rinaldi S, Rassadkina Y, Dinh VB, Gao C, Pallikkuth S, Garcia-Broncano P, de Armas LR, Pahwa R, Cotugno N, Vaz P, Lain MG, Palma P, Yu XG, Shapiro R, Pahwa S, Lichterfeld M. HIV-1 reservoir evolution in infants infected with clade C from Mozambique. Int J Infect Dis 2023; 127:129-136. [PMID: 36476348 PMCID: PMC9892347 DOI: 10.1016/j.ijid.2022.11.042] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 11/24/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The persistence of HIV-1-infected cells during antiretroviral therapy is well documented but may be modulated by early initiation of antiretroviral therapy in infants. METHODS Here, we longitudinally analyzed the proviral landscape in nine infants with vertical HIV-1 infection from Mozambique over a median period of 24 months, using single-genome, near full-length, next-generation proviral sequencing. RESULTS We observed a rapid decline in the frequency of intact proviruses, leading to a disproportional under-representation of intact HIV-1 sequences within the total number of HIV-1 DNA sequences after 12-24 months of therapy. In addition, proviral integration site profiling in one infant demonstrated clonal expansion of infected cells harboring intact proviruses and indicated that viral rebound was associated with an integration site profile dominated by intact proviruses integrated into genic and accessible chromatin locations. CONCLUSION Together, these results permit rare insight into the evolution of the HIV-1 reservoir in infants infected with HIV-1 and suggest that the rapid decline of intact proviruses, relative to defective proviruses, may be attributed to a higher vulnerability of genome-intact proviruses to antiviral immunity. Technologies to analyze combinations of intact proviral sequences and corresponding integration sites permit a high-resolution analysis of HIV-1 reservoir cells after early antiretroviral treatment initiation in infants.
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Affiliation(s)
- Catherine K Koofhethile
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA; Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | | | | | | | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | | | | | | | | | - Nicola Cotugno
- Academic Department of Pediatrics, Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy
| | - Paula Vaz
- Fundação Ariel Glaser contra o SIDA Pediátrico, Maputo, Mozambique
| | | | - Paolo Palma
- Academic Department of Pediatrics, Research Unit of Clinical Immunology and Vaccinology, Bambino Gesù Children's Hospital, Istituto di Ricovero e Cura a Carattere Scientifico, Rome, Italy; Chair of Pediatrics, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Xu G Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Roger Shapiro
- Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, Massachusetts, USA.
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42
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Lian X, Seiger KW, Parsons EM, Gao C, Sun W, Gladkov GT, Roseto IC, Einkauf KB, Osborn MR, Chevalier JM, Jiang C, Blackmer J, Carrington M, Rosenberg ES, Lederman MM, McMahon DK, Bosch RJ, Jacobson JM, Gandhi RT, Peluso MJ, Chun TW, Deeks SG, Yu XG, Lichterfeld M. Progressive transformation of the HIV-1 reservoir cell profile over two decades of antiviral therapy. Cell Host Microbe 2023; 31:83-96.e5. [PMID: 36596305 PMCID: PMC9839361 DOI: 10.1016/j.chom.2022.12.002] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 10/08/2022] [Accepted: 11/30/2022] [Indexed: 01/03/2023]
Abstract
HIV-1 establishes a life-long reservoir of virally infected cells which cannot be eliminated by antiretroviral therapy (ART). Here, we demonstrate a markedly altered viral reservoir profile of long-term ART-treated individuals, characterized by large clones of intact proviruses preferentially integrated in heterochromatin locations, most prominently in centromeric satellite/micro-satellite DNA. Longitudinal evaluations suggested that this specific reservoir configuration results from selection processes that promote the persistence of intact proviruses in repressive chromatin positions, while proviruses in permissive chromosomal locations are more likely to be eliminated. A bias toward chromosomal integration sites in heterochromatin locations was also observed for intact proviruses in study participants who maintained viral control after discontinuation of antiretroviral therapy. Together, these results raise the possibility that antiviral selection mechanisms during long-term ART may induce an HIV-1 reservoir structure with features of deep latency and, possibly, more limited abilities to drive rebound viremia upon treatment interruptions.
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Affiliation(s)
- Xiaodong Lian
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Kyra W Seiger
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Elizabeth M Parsons
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ce Gao
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Weiwei Sun
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Gregory T Gladkov
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | | | - Kevin B Einkauf
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Matthew R Osborn
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Joshua M Chevalier
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Chenyang Jiang
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Jane Blackmer
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21701, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Eric S Rosenberg
- Infectious Disease Division, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | | | - Ronald J Bosch
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | | | - Rajesh T Gandhi
- Infectious Disease Division, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Tae-Wook Chun
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Xu G Yu
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Mathias Lichterfeld
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.
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Huang Y, Dhummakupt A, Khetan P, Nilles T, Zhou W, Mudvari P, Szewczyk J, Chen YH, Boritz E, Ji H, Agwu A, Persaud D. Immune activation and exhaustion marker expression on T-cell subsets in ART-treated adolescents and young adults with perinatal HIV-1 infection as correlates of viral persistence. Front Immunol 2023; 14:1007626. [PMID: 37033916 PMCID: PMC10076634 DOI: 10.3389/fimmu.2023.1007626] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 03/06/2023] [Indexed: 04/11/2023] Open
Abstract
HIV-1 infection in memory CD4+ T cells forms a latent reservoir that is a barrier to cure. Identification of immune biomarkers that correlate with HIV-1 reservoir size may aid with evaluating efficacy of HIV-1 eradication strategies, towards ART-free remission and cure. In adults living with non-perinatal HIV-1, the immune exhaustion marker PD-1 on central memory CD4+ T cells (Tcm) correlates with measures of HIV-1 reservoir size. Immune correlates of HIV-1 are less defined in adolescents and young adults with perinatal HIV-1. With multi-parameter flow cytometry, we examined immune activation (CD69, CD25, HLA-DR), and exhaustion (PD-1, TIGIT, TIM-3 and LAG-3) markers on CD4+ T cell subsets (naïve (Tn), central memory (Tcm), and the combination (Ttem) of transitional (Ttm) and effector memory (Tem) cells, in 10 adolescents and young adults living with perinatal HIV-1 (median age 15.9 years; median duration of virologic suppression 7.0 years), in whom HIV-1 reservoir size was measured with the Intact Proviral HIV-1 DNA Assay (IPDA) and an enhanced Tat/Rev limiting dilution assay (TILDA). RNA-seq was also performed on the unstimulated CD4+ T cells. The median total HIV-1 DNA concentration in memory CD4+ T cells was 211.90 copies per million CD4+ T cells. In the 7 participants with subtype B HIV-1 infection, the median intact proviral DNA load was 7.96 copies per million CD4+ T cells. Levels of HLA-DR and TIGIT on the Ttem were correlated with total HIV-1 DNA (r=0.76, p=0.015) and (r=0.72, p=0.023), respectively, but not with intact proviral load or induced reservoir size. HIV-1 DNA load was also positively correlated with transcriptional clusters associated with HLA-DR expression by RNA-seq. In contrast, PD-1 expression on Tcm was inversely correlated with total HIV-1 DNA (r=-0.67, p=0.039). Reservoir size by IPDA and TILDA were correlated (r=0.81, p=0.036). Thus, in this cohort of youths with long-standing treated perinatal infection, HLA-DR and TIGIT on Ttem were the key correlates of HIV-1 infected cell frequencies by total HIV-1 DNA, and not PD-1. Total HIV-1 DNA was negatively correlated with PD-1 expressing Tcm. These differences in longstanding perinatal HIV-1 infection compared with adult infection requires further study in larger cohorts.
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Affiliation(s)
- Yuyang Huang
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Adit Dhummakupt
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Priya Khetan
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Tricia Nilles
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Weiqiang Zhou
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Prakriti Mudvari
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, United States
| | - Joseph Szewczyk
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Ya Hui Chen
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Eli Boritz
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, United States
| | - Hongkai Ji
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Allison Agwu
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Deborah Persaud
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- *Correspondence: Deborah Persaud,
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Chu C, Armenia D, Walworth C, Santoro MM, Shafer RW. Genotypic Resistance Testing of HIV-1 DNA in Peripheral Blood Mononuclear Cells. Clin Microbiol Rev 2022; 35:e0005222. [PMID: 36102816 PMCID: PMC9769561 DOI: 10.1128/cmr.00052-22] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
HIV-1 DNA exists in nonintegrated linear and circular episomal forms and as integrated proviruses. In patients with plasma viremia, most peripheral blood mononuclear cell (PBMC) HIV-1 DNA consists of recently produced nonintegrated virus DNA while in patients with prolonged virological suppression (VS) on antiretroviral therapy (ART), most PBMC HIV-1 DNA consists of proviral DNA produced months to years earlier. Drug-resistance mutations (DRMs) in PBMCs are more likely to coexist with ancestral wild-type virus populations than they are in plasma, explaining why next-generation sequencing is particularly useful for the detection of PBMC-associated DRMs. In patients with ongoing high levels of active virus replication, the DRMs detected in PBMCs and in plasma are usually highly concordant. However, in patients with lower levels of virus replication, it may take several months for plasma virus DRMs to reach detectable levels in PBMCs. This time lag explains why, in patients with VS, PBMC genotypic resistance testing (GRT) is less sensitive than historical plasma virus GRT, if previous episodes of virological failure and emergent DRMs were either not prolonged or not associated with high levels of plasma viremia. Despite the increasing use of PBMC GRT in patients with VS, few studies have examined the predictive value of DRMs on the response to a simplified ART regimen. In this review, we summarize what is known about PBMC HIV-1 DNA dynamics, particularly in patients with suppressed plasma viremia, the methods used for PBMC HIV-1 GRT, and the scenarios in which PBMC GRT has been used clinically.
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Affiliation(s)
- Carolyn Chu
- Department of Family and Community Medicine, University of California San Francisco, San Francisco, California, USA
| | - Daniele Armenia
- UniCamillus, Saint Camillus International University of Health Sciences, Rome, Italy
| | - Charles Walworth
- LabCorp-Monogram Biosciences, South San Francisco, California, USA
| | - Maria M. Santoro
- Department of Experimental Medicine, University of Rome “Tor Vergata”, Rome, Italy
| | - Robert W. Shafer
- Division of Infectious Diseases, Department of Medicine, Stanford University, Stanford, California, USA
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Rozera G, Sberna G, Berno G, Gruber CEM, Giombini E, Spezia PG, Orchi N, Puro V, Mondi A, Girardi E, Vaia F, Antinori A, Maggi F, Abbate I. Intact provirus and integration sites analysis in acute HIV-1 infection and changes after one year of early antiviral therapy. J Virus Erad 2022; 8:100306. [PMID: 36582472 PMCID: PMC9792883 DOI: 10.1016/j.jve.2022.100306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Background and objectives HIV-1 provirus integration in host genomes provides a lifelong reservoir of virally infected cells. Although not able to generate viral progeny, the expression of defective proviruses has been associated with activation. Provirus integration may influence host gene transcription and shifts may occur during disease progression or antiretroviral therapy (ART). The study aimed to analyze intact/defective provirus and sites of provirus integration in acute infections: changes after 48 weeks of early therapy were also evaluated. Methods DNA from peripheral blood lymphomonocytes of 8 acute HIV-1 infections at serodiagnosis (T0) and after 48 weeks of therapy (T1) was used to quantify intact and defective provirus by digital-droplet PCR and to analyze provirus integration sites, by next-generation sequencing of libraries derived from ligation-mediated PCR. Results A high variability in the amount of intact proviral DNA was observed at both T0 and T1, in the different subjects. Although the ratio of intact/total proviral HIV-1 DNA did not dramatically change between T0 (8.05%) and T1 (9.34%), after early therapy both intact and total HIV-1 DNA declined significantly, p = 0.047 and p = 0.008, respectively. The median number of different (IQR) integration sites in human chromosomes/subject was 5 (2.25-13.00) at T0 and 4 (3.00-6.75) at T1. Of all the integration sites observed at T1, 64% were already present at T0. Provirus integration was observed in introns of transcriptionally active genes. Some sites of integration, among which the most represented was in the neuregulin 2 gene, were shared by different patients, together with the orientation of the insertion. Provirus integration was also observed in intergenic regions, with median (IQR) % of 15.13 (6.81-21.40) at T0 and 18.46 (8.98-22.18) at T1 of all read matches. Conclusions In acute HIV-1 infection, the amount of intact proviral DNA in peripheral lymphomonocytes did not exceed 10% of total HIV-1 DNA, a percentage that was not substantially changed by early administrated ART. Provirus displayed a relatively small number of recurrent integration sites in introns of transcriptionally active genes, mainly related to cell-cycle control. Consideration should be given to therapeutic strategies able to target the cells harboring defective proviruses, that are not reached by conventional antiviral drugs, these potentially also impacting on replicative competent integrated provirus.
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Affiliation(s)
- Gabriella Rozera
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Giuseppe Sberna
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Giulia Berno
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | | | - Emanuela Giombini
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Pietro Giorgio Spezia
- Department of Translational Research, Retrovirus Center, University of Pisa, Pisa, Italy
| | - Nicoletta Orchi
- AIDS Referral Center, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Vincenzo Puro
- AIDS Referral Center, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Annalisa Mondi
- Clinical and Research Infectious Department, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Enrico Girardi
- Scientific Direction, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Francesco Vaia
- General Direction, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Andrea Antinori
- Clinical and Research Infectious Department, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Fabrizio Maggi
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy
| | - Isabella Abbate
- Laboratory of Virology, National Institute for Infectious Diseases Lazzaro Spallanzani IRCCS, Rome, Italy,Corresponding author.
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46
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Cochrane CR, Angelovich TA, Byrnes SJ, Waring E, Guanizo AC, Trollope GS, Zhou J, Vue J, Senior L, Wanicek E, Eddine JJ, Gartner MJ, Jenkins TA, Gorry PR, Brew BJ, Lewin SR, Estes JD, Roche M, Churchill MJ. Intact HIV Proviruses Persist in the Brain Despite Viral Suppression with ART. Ann Neurol 2022; 92:532-544. [PMID: 35867351 PMCID: PMC9489665 DOI: 10.1002/ana.26456] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/23/2022] [Accepted: 07/11/2022] [Indexed: 01/07/2023]
Abstract
OBJECTIVE Human immunodeficiency virus (HIV) persistence in blood and tissue reservoirs, including the brain, is a major barrier to HIV cure and possible cause of comorbid disease. However, the size and replication competent nature of the central nervous system (CNS) reservoir is unclear. Here, we used the intact proviral DNA assay (IPDA) to provide the first quantitative assessment of the intact and defective HIV reservoir in the brain of people with HIV (PWH). METHODS Total, intact, and defective HIV proviruses were measured in autopsy frontal lobe tissue from viremic (n = 18) or virologically suppressed (n = 12) PWH. Total or intact/defective proviruses were measured by detection of HIV pol or the IPDA, respectively, through use of droplet digital polymerase chain reaction (ddPCR). HIV-seronegative individuals were included as controls (n = 6). RESULTS Total HIV DNA was present at similar levels in brain tissues from untreated viremic and antiretroviral (ART)-suppressed individuals (median = 22.3 vs 26.2 HIV pol copies/106 cells), reflecting a stable CNS reservoir of HIV that persists despite therapy. Furthermore, 8 of 10 viremic and 6 of 9 virally suppressed PWH also harbored intact proviruses in the CNS (4.63 vs 12.7 intact copies/106 cells). Viral reservoirs in CNS and matched lymphoid tissue were similar in the composition of intact and/or defective proviruses, albeit at lower levels in the brain. Importantly, CNS resident CD68+ myeloid cells in virally suppressed individuals harbored HIV DNA, directly showing the presence of a CNS resident HIV reservoir. INTERPRETATION Our results demonstrate the first evidence for an intact, potentially replication competent HIV reservoir in the CNS of virally suppressed PWH. ANN NEUROL 2022;92:532-544.
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Affiliation(s)
- Catherine R. Cochrane
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Department of MedicineThe Royal Melbourne Hospital, The University of MelbourneMelbourneVICAustralia
| | - Thomas A. Angelovich
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Life SciencesBurnet InstituteMelbourneVICAustralia,Department of Infectious DiseasesThe University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneVICAustralia
| | - Sarah J. Byrnes
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Emily Waring
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Department of MedicineThe Royal Melbourne Hospital, The University of MelbourneMelbourneVICAustralia
| | - Aleks C. Guanizo
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Gemma S. Trollope
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Department of MedicineThe Royal Melbourne Hospital, The University of MelbourneMelbourneVICAustralia
| | - Jingling Zhou
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Judith Vue
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Lachlan Senior
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Emma Wanicek
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Janna Jamal Eddine
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Matthew J. Gartner
- Department of Infectious DiseasesThe University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneVICAustralia
| | - Trisha A. Jenkins
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia
| | - Paul R. Gorry
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Department of Infectious DiseasesAlfred Hospital and Monash UniversityMelbourneVICAustralia,Department of Microbiology and ImmunologyThe University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneVICAustralia
| | - Bruce J. Brew
- Peter Duncan Neurosciences Unit, Departments of Neurology and Immunology St Vincent's HospitalSydney, University of New South Wales and University of Notre DameSydneyNew South WalesAustralia
| | - Sharon R. Lewin
- Department of Infectious DiseasesThe University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneVICAustralia,Department of Infectious DiseasesAlfred Hospital and Monash UniversityMelbourneVICAustralia,Victorian Infectious Diseases ServiceRoyal Melbourne Hospital at the Peter Doherty Institute for Infection and ImmunityMelbourneVICAustralia
| | - Jacob D. Estes
- Vaccine and Gene Therapy Institute, Oregon National Primate Research CentreOregon Health & Science UniversityPortlandORUSA
| | - Michael Roche
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Department of Infectious DiseasesThe University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneVICAustralia
| | - Melissa J. Churchill
- Emerging Infections Program, School of Health and Biomedical SciencesRMIT UniversityMelbourneVICAustralia,Life SciencesBurnet InstituteMelbourneVICAustralia,Departments of Microbiology and MedicineMonash UniversityMelbourneVICAustralia
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47
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Geretti AM, Blanco JL, Marcelin AG, Perno CF, Stellbrink HJ, Turner D, Zengin T. HIV DNA Sequencing to Detect Archived Antiretroviral Drug Resistance. Infect Dis Ther 2022; 11:1793-1803. [PMID: 35915392 DOI: 10.1007/s40121-022-00676-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 07/13/2022] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Proviral HIV DNA integrated within CD4 T-cells maintains an archive of viral variants that replicate during the course of the infection, including variants with reduced drug susceptibility. We considered studies that investigated archived drug resistance, with a focus on virologically suppressed patients and highlighted interpretative caveats and gaps in knowledge. RESULTS Either Sanger or deep sequencing can be used to investigate resistance-associated mutations (RAMs) in HIV DNA recovered from peripheral blood. Neither technique is free of limitations. Furthermore, evidence regarding the establishment, maintenance, expression and clinical significance of archived drug-resistant variants is conflicting. This in part reflects the complexity of the HIV proviral landscape and its dynamics during therapy. Clinically, detection of RAMs in cellular HIV DNA has a variable impact on treatment outcomes, modulated by the drugs affected, treatment duration and additional determinants of virological failure, including those leading to suboptimal drug exposure. CONCLUSIONS Sequencing cellular HIV DNA can provide helpful complementary information in treatment-experienced patients with suppressed plasma HIV RNA who require a change of regimen. However, care should be taken when interpreting the results. Presence of RAMs is not necessarily a barrier to treatment success. Conversely, even the most sensitive sequencing techniques will fail to provide a comprehensive view of the HIV DNA archive. To inform treatment decisions appropriately, the overall clinical and treatment history of a patient must always be considered alongside the results of resistance testing. Prospective controlled studies are needed to validate the utility of drug resistance testing using cellular HIV DNA.
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Affiliation(s)
- Anna Maria Geretti
- Department of Infectious Diseases, Fondazione PTV and University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy. .,School of Immunology & Microbial Sciences, King's College London, London, UK.
| | - Jose Luis Blanco
- Infectious Diseases Department, Hospital Clinic of Barcelona, Barcelona, Spain.,Infectious Diseases & AIDS Unit Hospital Clinic Barcelona, University of Barcelona, Barcelona, Spain
| | - Anne Genevieve Marcelin
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié-Salpêtrière, Virologie, 75013, Paris, France
| | - Carlo Federico Perno
- Multimodal Medicine Research Area, Children Hospital IRCCS Bambino Gesù, Rome, Italy
| | | | - Dan Turner
- Crusaid Kobler AIDS Center, Tel Aviv Sourasky Medical Center, Affiliated to the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tuba Zengin
- Global Medical Affairs HIV, Gilead Sciences, London, UK
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48
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Lichterfeld M, Gao C, Yu XG. An ordeal that does not heal: understanding barriers to a cure for HIV-1 infection. Trends Immunol 2022; 43:608-616. [PMID: 35905706 PMCID: PMC9346997 DOI: 10.1016/j.it.2022.06.002] [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: 05/30/2022] [Revised: 06/10/2022] [Accepted: 06/12/2022] [Indexed: 12/23/2022]
Abstract
With more than 38 million people living with HIV-1 (PLWH) worldwide, developing a cure for HIV-1 remains a major global health priority. Lifelong persistence of HIV-1 is frequently attributed to a pool of stable, transcriptionally silent HIV-1 proviruses, which are unaffected by currently available antiretroviral therapy (ART) or host immune activity. In this opinion article, we propose a more dynamic interpretation of HIV-1 reservoir cell biology and argue that HIV-1 proviruses frequently display residual viral transcriptional activity, making them vulnerable to longitudinal immune-mediated selection processes. Such mechanisms may, over extended periods of ART, induce an attenuated viral reservoir profile characterized by intact proviruses preferentially integrated into heterochromatin locations. We suggest that intensifying and accelerating naturally occurring selection mechanisms might represent a promising strategy for finding a potential cure for HIV-1 infection.
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Affiliation(s)
- Mathias Lichterfeld
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA.
| | - Ce Gao
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA.
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49
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Hartana CA, Garcia-Broncano P, Rassadkina Y, Lian X, Jiang C, Einkauf KB, Maswabi K, Ajibola G, Moyo S, Mohammed T, Maphorisa C, Makhema J, Yuki Y, Martin M, Bennett K, Jean-Philippe P, Viard M, Hughes MD, Powis KM, Carrington M, Lockman S, Gao C, Yu XG, Kuritzkes DR, Shapiro R, Lichterfeld M. Immune correlates of HIV-1 reservoir cell decline in early-treated infants. Cell Rep 2022; 40:111126. [PMID: 35858580 PMCID: PMC9314543 DOI: 10.1016/j.celrep.2022.111126] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 04/13/2022] [Accepted: 06/30/2022] [Indexed: 11/03/2022] Open
Abstract
Initiation of antiretroviral therapy (ART) in infected neonates within hours after birth limits viral reservoir seeding but does not prevent long-term HIV-1 persistence. Here, we report parallel assessments of HIV-1 reservoir cells and innate antiviral immune responses in a unique cohort of 37 infected neonates from Botswana who started ART extremely early, frequently within hours after birth. Decline of genome-intact HIV-1 proviruses occurs rapidly after initiation of ART and is associated with an increase in natural killer (NK) cell populations expressing the cytotoxicity marker CD57 and with a decrease in NK cell subsets expressing the inhibitory marker NKG2A. Immune perturbations in innate lymphoid cells, myeloid dendritic cells, and monocytes detected at birth normalize after rapid institution of antiretroviral therapy but do not notably influence HIV-1 reservoir cell dynamics. These results suggest that HIV-1 reservoir cell seeding and evolution in early-treated neonates is markedly influenced by antiviral NK cell immune responses.
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Affiliation(s)
- Ciputra Adijaya Hartana
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Pilar Garcia-Broncano
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA
| | | | - Xiaodong Lian
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Chenyang Jiang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Kevin B Einkauf
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Kenneth Maswabi
- Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Gbolahan Ajibola
- Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Sikhulile Moyo
- Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Terence Mohammed
- Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana
| | | | - Joseph Makhema
- Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Yuko Yuki
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 20892, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Maureen Martin
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 20892, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kara Bennett
- Bennett Statistical Consulting, Inc., Ballston Lake, NY 12019, USA
| | | | - Mathias Viard
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 20892, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Michael D Hughes
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Kathleen M Powis
- Harvard Medical School, Boston, MA 02115, USA; Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Department of Medicine and Pediatrics, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 20892, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Shahin Lockman
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA; Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Daniel R Kuritzkes
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Roger Shapiro
- Harvard Medical School, Boston, MA 02115, USA; Botswana - Harvard AIDS Institute Partnership, Gaborone, Botswana; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA.
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Bosch RJ, Gandhi RT, Mar H, Eron JJ, Cyktor JC, McMahon DK, Mellors JW. Associations Between Multiple Measures of HIV-1 Persistence in Persons on Suppressive Antiretroviral Therapy. J Infect Dis 2022; 225:2163-2166. [PMID: 35137129 PMCID: PMC9200144 DOI: 10.1093/infdis/jiac030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 02/03/2022] [Indexed: 02/06/2023] Open
Abstract
Clinical research to achieve antiretroviral therapy-free remission requires quantitative assays of the HIV-1 reservoir. Intact proviral DNA (IPD) measurement has greater throughput than the quantitative viral outgrowth assay (QVOA). In 25 individuals with well-documented long-term viral suppression, IPD levels and infectious units per million CD4+ T cells by QVOA strongly correlated (r = 0.59, P = .002), and IPD correlated with total cell-associated HIV-1 DNA and cell-associated HIV-1 RNA (r = 0.62 and r = 0.59, P ≤ .002). IPD may provide an accessible marker of inducible replication-competent virus, total numbers of infected cells, and cellular expression of HIV-1 RNA.
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Affiliation(s)
- Ronald J Bosch
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | - Rajesh T Gandhi
- Infectious Diseases Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Hanna Mar
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA
| | - Joseph J Eron
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Joshua C Cyktor
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Deborah K McMahon
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John W Mellors
- Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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