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Zhou Z, Zhang X, Wang M, Jiang F, Tong J, Nie J, Zhao C, Zheng H, Zhang Z, Shi P, Fan W, Wang Y, Huang W. HIV-1 env gene mutations outside the targeting probe affects IPDA efficiency. iScience 2024; 27:109941. [PMID: 38812543 PMCID: PMC11133923 DOI: 10.1016/j.isci.2024.109941] [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: 11/08/2023] [Revised: 03/29/2024] [Accepted: 05/06/2024] [Indexed: 05/31/2024] Open
Abstract
The intact proviral DNA assay (IPDA) based on droplet digital PCR was developed to identify intact proviral DNA and quantify HIV-1 latency reservoirs in patients infected with HIV-1. However, the genetic characteristics of different HIV-1 subtypes are non-consistent due to their high mutation and recombination rates. Here, we identified that the IPDA based on the sequences features of an HIV-1 subtype could not effectively detect different HIV-1 subtypes due to the high diversity of HIV-1. Furthermore, we demonstrated that mutations in env gene outside the probe binding site affect the detection efficiency of IPDA. Since mutations in env gene outside the probe binding site may also lead to the formation of stop codons, thereby preventing the formation of viruses and ultimately overestimating the number of HIV-1 latency reservoirs, it is important to address the effect of mutations on the IPDA.
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Affiliation(s)
- Zehua Zhou
- The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, Sichuan, China
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
- Beijing Minhai Biotechnology Co., Ltd., Beijing, China
| | - Xinyu Zhang
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
- College of Life Science, Jilin University, Changchun 130012, China
| | - Meiyu Wang
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
- Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Fei Jiang
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
| | - Jincheng Tong
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
| | - Jianhui Nie
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
| | - Chenyan Zhao
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
| | - Haifa Zheng
- Beijing Minhai Biotechnology Co., Ltd., Beijing, China
| | - Zhen Zhang
- Infection Division, the People’s Hospital of Baoding, 608 Dongfeng East Road, Lianchi District, Baoding, Hebei 071000, China
| | - Penghui Shi
- Department of Clinical Laboratory Medicine, the People’s Hospital of Baoding, 608 Dongfeng East Road, Lianchi District, Baoding, Hebei 071000, China
| | - Weiguang Fan
- Department of Clinical Laboratory Medicine, the People’s Hospital of Baoding, 608 Dongfeng East Road, Lianchi District, Baoding, Hebei 071000, China
| | - Youchun Wang
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
| | - Weijin Huang
- Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC) and WHO Collaborating Center for Standardization and Evaluation of Biologicals, No. 31 Huatuo Street, Daxing District, Beijing 102629, China
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2
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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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3
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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] [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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4
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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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5
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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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6
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Mudd JC. Quantitative and Qualitative Distinctions between HIV-1 and SIV Reservoirs: Implications for HIV-1 Cure-Related Studies. Viruses 2024; 16:514. [PMID: 38675857 PMCID: PMC11054464 DOI: 10.3390/v16040514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 03/07/2024] [Accepted: 03/16/2024] [Indexed: 04/28/2024] Open
Abstract
The persistence of the latent viral reservoir is the main hurdle to curing HIV-1 infection. SIV infection of non-human primates (NHPs), namely Indian-origin rhesus macaques, is the most relevant and widely used animal model to evaluate therapies that seek to eradicate HIV-1. The utility of a model ultimately rests on how accurately it can recapitulate human disease, and while reservoirs in the NHP model behave quantitatively very similar to those of long-term suppressed persons with HIV-1 (PWH) in the most salient aspects, recent studies have uncovered key nuances at the clonotypic level that differentiate the two in qualitative terms. In this review, we will highlight differences relating to proviral intactness, clonotypic structure, and decay rate during ART between HIV-1 and SIV reservoirs and discuss the relevance of these distinctions in the interpretation of HIV-1 cure strategies. While these, to some degree, may reflect a unique biology of the virus or host, distinctions among the proviral landscape in SIV are likely to be shaped significantly by the condensed timeframe of NHP studies. ART is generally initiated earlier in the disease course, and animals are virologically suppressed for shorter periods before receiving interventions. Because these are experimental variables dictated by the investigator, we offer guidance on study design for cure-related studies performed in the NHP model. Finally, we highlight the case of GS-9620 (Vesatolimod), an antiviral TLR7 agonist tested in multiple independent pre-clinical studies in which virological outcomes may have been influenced by study-related variables.
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Affiliation(s)
- Joseph C. Mudd
- Tulane National Primate Research Center, Covington, LA 70433, USA;
- Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, LA 70112, USA
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7
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Roux H, Chomont N. Measuring Human Immunodeficiency Virus Reservoirs: Do We Need to Choose Between Quantity and Quality? J Infect Dis 2024; 229:635-643. [PMID: 37665978 PMCID: PMC10938203 DOI: 10.1093/infdis/jiad381] [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: 06/15/2023] [Revised: 08/17/2023] [Accepted: 08/31/2023] [Indexed: 09/06/2023] Open
Abstract
The persistence of latent viral genomes in people receiving antiretroviral therapy (ART) is the main obstacle to a cure for human immunodeficiency virus (HIV) infection. Viral reservoirs can be defined as cells harboring HIV genomes that have the ability to produce infectious virions. Precise quantification of the cellular reservoirs of HIV is challenging because these cells are rare, heterogeneous, and outnumbered by a larger number of cells carrying defective genomes. In addition, measuring the inducibility of these proviruses requires functional assays and remains technically difficult. The recent development of single-cell and single-viral genome approaches revealed additional layers of complexity: the cell subsets that harbor proviruses are heterogeneous and their ability to be induced is variable. A substantial fraction of intact HIV genomes may be permanently silenced after years of ART, revealing the underappreciated importance of induction assays. As such, a simple approach that would assess simultaneously the genetic intactness and the inducibility of the reservoir is still lacking. In this study, we review recent advances in the development of methods to quantify and characterize persistently infected cells, and we discuss how these findings can inform the design of future assays aimed at measuring the size of the intact and inducible HIV reservoir.
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Affiliation(s)
- Hélène Roux
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, Quebec, Canada
- Centre de Recherche du CHUM, Montreal, Quebec, Canada
| | - Nicolas Chomont
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, Quebec, Canada
- Centre de Recherche du CHUM, Montreal, Quebec, Canada
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8
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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: 0] [Impact Index Per Article: 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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9
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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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10
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Tassaneetrithep B, Phuphuakrat A, Pasomsub E, Bhukhai K, Wongkummool W, Priengprom T, Khamaikawin W, Chaisavaneeyakorn S, Anurathapan U, Apiwattanakul N, Hongeng S. HIV-1 proviral DNA in purified peripheral blood CD34 + stem and progenitor cells in individuals with long-term HAART; paving the way to HIV gene therapy. Heliyon 2024; 10:e26613. [PMID: 38434025 PMCID: PMC10906414 DOI: 10.1016/j.heliyon.2024.e26613] [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: 08/04/2023] [Revised: 02/03/2024] [Accepted: 02/16/2024] [Indexed: 03/05/2024] Open
Abstract
Human immunodeficiency virus (HIV)-1 infection is an important public health problem worldwide. After primary HIV-1 infection, transcribed HIV-1 DNA is integrated into the host genome, serving as a reservoir of the virus and hindering a definite cure. Although highly active antiretroviral therapy suppresses active viral replication, resulting in undetectable levels of HIV RNA in the blood, a viral rebound can be detected after a few weeks of treatment interruption. This supports the concept that there is a stable HIV-1 reservoir in people living with HIV-1. Recently, a few individuals with HIV infection were reported to be probably cured by hematopoietic stem transplantation (HSCT). The underlying mechanism for this success involved transfusion of uninfected hematopoietic stem and progenitor cells (HSPCs) from CCR5-mutated donors who were naturally resistant to HIV infection. Thus, gene editing technology to provide HIV-resistant HSPC has promise in the treatment of HIV infections by HSCT. In this study, we aimed to find HIV-infected individuals likely to achieve a definite cure via gene editing HSCT. We screened for total HIV proviral DNA by Alu PCR in peripheral blood mononuclear cells (PBMCs) of 20 HIV-infected individuals with prolonged viral suppression. We assessed the amount of intact proviral DNA via a modified intact proviral DNA assay (IPDA) in purified peripheral CD34+ HSPCs. PBMCs from all 20 individuals were positive for the gag gene in Alu PCR, and peripheral CD34+ HSPCs were IPDA-negative for six individuals. Our results suggested that these six HIV-infected individuals could be candidates for further studies into the ability of gene editing HSCT to lead to a definite HIV cure.
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Affiliation(s)
- Boonrat Tassaneetrithep
- Center of Research Excellence in Immunoregulation, Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
| | - Angsana Phuphuakrat
- Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand
| | - Ekawat Pasomsub
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand
| | - Kanit Bhukhai
- Department of Physiology, Faculty of Science, Mahidol University, Thailand
| | | | - Thongkoon Priengprom
- Center of Research Excellence in Immunoregulation, Faculty of Medicine Siriraj Hospital, Mahidol University, Thailand
| | - Wannisa Khamaikawin
- Faculty of Medicine, King Mongkut's Institute of Technology Ladkrabang, Thailand
| | | | - Usanarat Anurathapan
- Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand
| | - Nopporn Apiwattanakul
- Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand
| | - Suradej Hongeng
- Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Thailand
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11
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Faua C, Ursenbach A, Fuchs A, Caspar S, Jegou F, Ruch Y, Hoellinger B, Laugel E, Velay A, Rey D, Fafi-Kremer S, Gantner P. HIV Productively Infects Highly Differentiated and Exhausted CD4+ T Cells During AIDS. Pathog Immun 2024; 8:92-114. [PMID: 38420260 PMCID: PMC10901154 DOI: 10.20411/pai.v8i2.638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/24/2024] [Indexed: 03/02/2024] Open
Abstract
Background Throughout HIV infection, productively infected cells generate billions of viral particles and are thus responsible for body-wide HIV dissemination, but their phenotype during AIDS is unknown. As AIDS is associated with immunological changes, analyzing the phenotype of productively infected cells can help understand HIV production during this terminal stage. Methods Blood samples from 15 untreated viremic participants (recent infection, n=5; long-term infection, n=5; active opportunistic AIDS-defining disease, n=5) and 5 participants virologically controlled on antiretroviral therapy (ART) enrolled in the Analysis of the Persistence, Reservoir and HIV Latency (APRIL) study (NCT05752318) were analyzed. Cells expressing the capsid protein p24 (p24+ cells) after 18 hours of resting or 24 hours of stimulation (HIV-Flow) revealed productively infected cells from viremic participants or translation-competent reservoir cells from treated participants, respectively. Results The frequency of productively infected cells tended to be higher during AIDS in comparison with recent and long-term infections (median, 340, 72, and 32/million CD4+ T cells, respectively) and correlated with the plasma viral load at all stages of infection. Altogether, these cells were more frequently CD4low, HLA-ABClow, CD45RA-, Ki67+, PD-1+, with a non-negligible contribution from pTfh (CXCR5+PD-1+) cells, and were not significantly enriched in HIV coreceptors CCR5 nor CXCR4 expression. The comparison markers expression between stages showed that productively infected cells during AIDS were enriched in memory and exhausted cells. In contrast, the frequencies of infected pTfh were lower during AIDS compared to non-AIDS stages. A UMAP analysis revealed that total CD4+ T cells were grouped in 7 clusters and that productive p24+ cells were skewed to given clusters throughout the course of infection. Overall, the preferential targets of HIV during the latest stages seemed to be more frequently highly differentiated (memory, TTD-like) and exhausted cells and less frequently pTfh-like cells. In contrast, translation-competent reservoir cells were less frequent (5/million CD4+ T cells) and expressed more frequently HLA-ABC and less frequently PD-1. Conclusions In long-term infection and AIDS, productively infected cells were differentiated and exhausted. This could indicate that cells with these given features are responsible for HIV production and dissemination in an immune dysfunction environment occurring during the last stages of infection.
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Affiliation(s)
- Clayton Faua
- INSERM UMR_S1109, Strasbourg University, Strasbourg, France
| | - Axel Ursenbach
- Le Trait d'Union, HIV-Infection Care Center, Strasbourg University Hospital, Strasbourg, France
| | - Anne Fuchs
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
| | - Stéphanie Caspar
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
| | - Frédérick Jegou
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
| | - Yvon Ruch
- Infectious Diseases Department, Strasbourg University Hospital, Strasbourg, France
| | - Baptiste Hoellinger
- Infectious Diseases Department, Strasbourg University Hospital, Strasbourg, France
| | - Elodie Laugel
- INSERM UMR_S1109, Strasbourg University, Strasbourg, France
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
| | - Aurélie Velay
- INSERM UMR_S1109, Strasbourg University, Strasbourg, France
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
| | - David Rey
- Le Trait d'Union, HIV-Infection Care Center, Strasbourg University Hospital, Strasbourg, France
| | - Samira Fafi-Kremer
- INSERM UMR_S1109, Strasbourg University, Strasbourg, France
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
| | - Pierre Gantner
- INSERM UMR_S1109, Strasbourg University, Strasbourg, France
- Clinical Virology Laboratory, Strasbourg University Hospital, Strasbourg, France
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12
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Joseph SB, Abrahams MR, Moeser M, Tyers L, Archin NM, Council OD, Sondgeroth A, Spielvogel E, Emery A, Zhou S, Doolabh D, Ismail SD, Karim SA, Margolis DM, Pond SK, Garrett N, Swanstrom R, Williamson C. The timing of HIV-1 infection of cells that persist on therapy is not strongly influenced by replication competency or cellular tropism of the provirus. PLoS Pathog 2024; 20:e1011974. [PMID: 38422171 DOI: 10.1371/journal.ppat.1011974] [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: 06/30/2023] [Revised: 03/12/2024] [Accepted: 01/16/2024] [Indexed: 03/02/2024] Open
Abstract
People with HIV-1 (PWH) on antiretroviral therapy (ART) can maintain undetectable virus levels, but a small pool of infected cells persists. This pool is largely comprised of defective proviruses that may produce HIV-1 proteins but are incapable of making infectious virus, with only a fraction (~10%) of these cells harboring intact viral genomes, some of which produce infectious virus following ex vivo stimulation (i.e. inducible intact proviruses). A majority of the inducible proviruses that persist on ART are formed near the time of therapy initiation. Here we compared proviral DNA (assessed here as 3' half genomes amplified from total cellular DNA) and inducible replication competent viruses in the pool of infected cells that persists during ART to determine if the original infection of these cells occurred at comparable times prior to therapy initiation. Overall, the average percent of proviruses that formed late (i.e. around the time of ART initiation, 60%) did not differ from the average percent of replication competent inducible viruses that formed late (69%), and this was also true for proviral DNA that was hypermutated (57%). Further, there was no evidence that entry into the long-lived infected cell pool was impeded by the ability to use the CXCR4 coreceptor, nor was the formation of long-lived infected cells enhanced during primary infection, when viral loads are exceptionally high. We observed that infection of cells that transitioned to be long-lived was enhanced among people with a lower nadir CD4+ T cell count. Together these data suggest that the timing of infection of cells that become long-lived is impacted more by biological processes associated with immunodeficiency before ART than the replication competency and/or cellular tropism of the infecting virus or the intactness of the provirus. Further research is needed to determine the mechanistic link between immunodeficiency and the timing of infected cells transitioning to the long-lived pool, particularly whether this is due to differences in infected cell clearance, turnover rates and/or homeostatic proliferation before and after ART.
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Affiliation(s)
- Sarah B Joseph
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- UNC HIV Cure Center and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Melissa-Rose Abrahams
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Matthew Moeser
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Lynn Tyers
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Nancie M Archin
- UNC HIV Cure Center and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Olivia D Council
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- UNC HIV Cure Center and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Amy Sondgeroth
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Ean Spielvogel
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Ann Emery
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Shuntai Zhou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Deelan Doolabh
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Sherazaan D Ismail
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Salim Abdool Karim
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu- Natal, Durban, South Africa
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, United States of America
| | - David M Margolis
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- UNC HIV Cure Center and Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Sergei Kosakovsky Pond
- Institute for Genomics and Evolutionary Medicine, Temple University, Philadelphia, Pennsylvania, United States of America
| | - Nigel Garrett
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu- Natal, Durban, South Africa
- Discipline of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Ronald Swanstrom
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Carolyn Williamson
- Division of Medical Virology, Institute of Infectious Diseases and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu- Natal, Durban, South Africa
- National Health Laboratory Services of South Africa, Johannesburg, South Africa
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13
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Vellas C, Nayrac M, Collercandy N, Requena M, Jeanne N, Latour J, Dimeglio C, Cazabat M, Barange K, Alric L, Carrere N, Martin-Blondel G, Izopet J, Delobel P. Intact proviruses are enriched in the colon and associated with PD-1 +TIGIT - mucosal CD4 + T cells of people with HIV-1 on antiretroviral therapy. EBioMedicine 2024; 100:104954. [PMID: 38160480 PMCID: PMC10792747 DOI: 10.1016/j.ebiom.2023.104954] [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: 09/06/2023] [Revised: 12/17/2023] [Accepted: 12/19/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND The persistence of intact replication-competent HIV-1 proviruses is responsible for the virological rebound off treatment. The gut could be a major reservoir of HIV-1 due to the high number of infected target cells. METHODS We collected blood samples and intestinal biopsies (duodenum, ileum, colon) from 42 people with HIV-1 receiving effective antiretroviral therapy. We used the Intact Proviral DNA Assay to estimate the frequency of intact HIV-1 proviruses in the blood and in the intestinal mucosa of these individuals. We analyzed the genetic complexity of the HIV-1 reservoir by performing single-molecule next-generation sequencing of HIV-1 env DNA. The activation/exhaustion profile of mucosal T lymphocytes was assessed by flow cytometry. FINDINGS Intact proviruses are particularly enriched in the colon. Residual HIV-1 transcription in the gut is associated with persistent mucosal and systemic immune activation. The HIV-1 intestinal reservoir appears to be shaped by the proliferation of provirus-hosting cells. The genetic complexity of the viral reservoir in the colon is positively associated with TIGIT expression but negatively with PD-1, and inversely related to its intact content. The size of the intact reservoir in the colon is associated with PD-1+TIGIT- mucosal CD4+ T cells, particularly in CD27+ memory cells, whose proliferation and survival could contribute to the enrichment of the viral reservoir by intact proviruses. INTERPRETATION Enrichment in intact proviruses makes the gut a key compartment for HIV-1 persistence on antiretroviral therapy. FUNDING This project was supported by grants from the ANRS-MIE (ANRS EP61 GALT), Sidaction, and the Institut Universitaire de France.
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Affiliation(s)
- Camille Vellas
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France
| | - Manon Nayrac
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France
| | - Nived Collercandy
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Service des Maladies Infectieuses et Tropicales, Toulouse F-31300, France
| | - Mary Requena
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Laboratoire de Virologie, Toulouse F-31300, France
| | - Nicolas Jeanne
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Laboratoire de Virologie, Toulouse F-31300, France
| | - Justine Latour
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Laboratoire de Virologie, Toulouse F-31300, France
| | - Chloé Dimeglio
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France
| | - Michelle Cazabat
- CHU de Toulouse, Laboratoire de Virologie, Toulouse F-31300, France
| | - Karl Barange
- CHU de Toulouse, Service d'Hépato-Gastro-Entérologie, Toulouse F-31400, France
| | - Laurent Alric
- Université Toulouse III Paul Sabatier, Toulouse F-31400, France; CHU de Toulouse, Service de Médecine Interne et Immunologie clinique, Toulouse F-31400, France
| | - Nicolas Carrere
- Université Toulouse III Paul Sabatier, Toulouse F-31400, France; CHU de Toulouse, Service de Chirurgie Générale et Digestive, Toulouse F-31400, France
| | - Guillaume Martin-Blondel
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Service des Maladies Infectieuses et Tropicales, Toulouse F-31300, France; Université Toulouse III Paul Sabatier, Toulouse F-31400, France
| | - Jacques Izopet
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Laboratoire de Virologie, Toulouse F-31300, France; Université Toulouse III Paul Sabatier, Toulouse F-31400, France
| | - Pierre Delobel
- INSERM UMR1291-CNRS UMR5051-Université Toulouse III, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse F-31300, France; CHU de Toulouse, Service des Maladies Infectieuses et Tropicales, Toulouse F-31300, France; Université Toulouse III Paul Sabatier, Toulouse F-31400, France.
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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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Plaza-Jennings A, Akbarian S. Genomic Exploration of the Brain in People Infected with HIV-Recent Progress and the Road Ahead. Curr HIV/AIDS Rep 2023; 20:357-367. [PMID: 37947981 PMCID: PMC10719125 DOI: 10.1007/s11904-023-00675-9] [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: 10/02/2023] [Indexed: 11/12/2023]
Abstract
PURPOSE OF REVIEW The adult human brain harbors billions of microglia and other myeloid and lymphoid cells highly susceptible to HIV infection and retroviral insertion into the nuclear DNA. HIV infection of the brain is important because the brain is a potentially large reservoir site that may be a barrier to HIV cure strategies and because infection can lead to the development of HIV-associated neurocognitive disorder. To better understand both the central nervous system (CNS) reservoir and how it can cause neurologic dysfunction, novel genomic, epigenomic, transcriptomic, and proteomic approaches need to be employed. Several characteristics of the reservoir are important to learn, including where the virus integrates, whether integrated proviruses are intact or defective, whether integrated proviruses can be reactivated from a latent state to seed ongoing infection, and how this all impacts brain function. RECENT FINDINGS Here, we discuss similarities and differences of viral integration sites between brain and blood and discuss evidence for and against the hypothesis that in the absence of susceptible T-lymphocytes in the periphery, the virus housing in the infected brain is not able to sustain a systemic infection. Moreover, microglia from HIV + brains across a wide range of disease severity appear to share one type of common alteration, which is defined by downregulated expression, and repressive chromosomal compartmentalization, for microglial genes regulating synaptic connectivity. Therefore, viral infection of the brain, including in immunocompetent cases with near-normal levels of CD4 blood lymphocytes, could be associated with an early disruption in microglia-dependent neuronal support functions, contributing to cognitive and neurological deficits in people living with HIV.
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Affiliation(s)
- Amara Plaza-Jennings
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Nash Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Schahram Akbarian
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
- Nash Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
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17
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Barton K, Ferguson JM, Deveson IW, Falcinelli SD, James KS, Kirchherr J, Ramirez C, Gay CL, Hammond JM, Bevear B, Carswell SL, Margolis DM, Smith MA, Adimora AA, Archin NM. HIVepsilon-seq-scalable characterization of intact persistent proviral HIV reservoirs in women. J Virol 2023; 97:e0070523. [PMID: 37843370 PMCID: PMC10688329 DOI: 10.1128/jvi.00705-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 09/07/2023] [Indexed: 10/17/2023] Open
Abstract
IMPORTANCE The lack of a reliable method to accurately detect when replication-competent HIV has been cleared is a major challenge in developing a cure. This study introduces a new approach called the HIVepsilon-seq (HIVε-seq) assay, which uses long-read sequencing technology and bioinformatics to scrutinize the HIV genome at the nucleotide level, distinguishing between defective and intact HIV. This study included 30 participants on antiretroviral therapy, including 17 women, and was able to discriminate between defective and genetically intact viruses at the single DNA strand level. The HIVε-seq assay is an improvement over previous methods, as it requires minimal sample, less specialized lab equipment, and offers a shorter turnaround time. The HIVε-seq assay offers a promising new tool for researchers to measure the intact HIV reservoir, advancing efforts towards finding a cure for this devastating disease.
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Affiliation(s)
- Kirston Barton
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- The Kirby Institute, University of New South Wales, Randwick, New South Wales, Australia
- Serology and Virology Division (SAViD), NSW Health Pathology, Randwick, New South Wales, Australia
| | - James M. Ferguson
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Ira W. Deveson
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Shane D. Falcinelli
- Department of Microbiology, University of North Carolina, Chapel Hill, North Carolina, USA
- UNC HIV Cure Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Katherine S. James
- UNC HIV Cure Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jennifer Kirchherr
- UNC HIV Cure Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Catalina Ramirez
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Cynthia L. Gay
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jillian M. Hammond
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Brent Bevear
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Shaun L. Carswell
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- National Institute of Water and Atmospheric Research, Auckland, New Zealand
| | - David M. Margolis
- Department of Microbiology, University of North Carolina, Chapel Hill, North Carolina, USA
- UNC HIV Cure Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Martin A. Smith
- The Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Department of Biochemistry and Molecular Medicine, Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
- CHU Sainte-Justine Research Centre, Montreal, Canada
| | - Adaora A. Adimora
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Nancie M. Archin
- UNC HIV Cure Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, 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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Pasternak AO, Tsukamoto T, Berkhout B. 'Zombie' proviruses in the spotlight: exploring the dark side of HIV persistence. AIDS 2023; 37:2239-2241. [PMID: 37877277 DOI: 10.1097/qad.0000000000003721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
Affiliation(s)
- Alexander O Pasternak
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Tetsuo Tsukamoto
- Department of Health Informatics, Niigata University of Health and Welfare, Niigata, Japan
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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21
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Lambrechts L, Bonine N, Verstraeten R, Pardons M, Noppe Y, Rutsaert S, Van Nieuwerburgh F, Van Criekinge W, Cole B, Vandekerckhove L. HIV-PULSE: a long-read sequencing assay for high-throughput near full-length HIV-1 proviral genome characterization. Nucleic Acids Res 2023; 51:e102. [PMID: 37819007 PMCID: PMC10639044 DOI: 10.1093/nar/gkad790] [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: 01/22/2023] [Revised: 07/25/2023] [Accepted: 09/19/2023] [Indexed: 10/13/2023] Open
Abstract
A deep understanding of the composition of the HIV-1 reservoir is necessary for the development of targeted therapies and the evaluation of curative efforts. However, current near full-length (NFL) HIV-1 proviral genome sequencing assays are based on labor-intensive and costly principles of repeated PCRs at limiting dilution, restricting their scalability. To address this, we developed a high-throughput, long-read sequencing assay called HIV-PULSE (HIV Proviral UMI-mediated Long-read Sequencing). This assay uses unique molecular identifiers (UMIs) to tag individual HIV-1 genomes, allowing for the omission of the limiting dilution step and enabling long-range PCR amplification of many NFL genomes in a single PCR reaction, while simultaneously overcoming poor single-read accuracy. We optimized the assay using HIV-infected cell lines and then applied it to blood samples from 18 individuals living with HIV on antiretroviral therapy, yielding a total of 1308 distinct HIV-1 genomes. Benchmarking against the widely applied Full-Length Individual Proviral Sequencing assay revealed similar sensitivity (11 vs 18%) and overall good concordance, although at a significantly higher throughput. In conclusion, HIV-PULSE is a cost-efficient and scalable assay that allows for the characterization of the HIV-1 proviral landscape, making it an attractive method to study the HIV-1 reservoir composition and dynamics.
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Affiliation(s)
- Laurens Lambrechts
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
- BioBix, Department of Data Analysis and Mathematical Modelling, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Noah Bonine
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
- BioBix, Department of Data Analysis and Mathematical Modelling, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Rita Verstraeten
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
- BioBix, Department of Data Analysis and Mathematical Modelling, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Marion Pardons
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
| | - Ytse Noppe
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
| | - Sofie Rutsaert
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
| | - Filip Van Nieuwerburgh
- Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical Sciences, Ghent University, 9000 Ghent, Belgium
| | - Wim Van Criekinge
- BioBix, Department of Data Analysis and Mathematical Modelling, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium
| | - Basiel Cole
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
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22
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Sun W, Rassadkina Y, Gao C, Collens SI, Lian X, Solomon IH, Mukerji SS, Yu XG, Lichterfeld M. Persistence of intact HIV-1 proviruses in the brain during antiretroviral therapy. eLife 2023; 12:RP89837. [PMID: 37938115 PMCID: PMC10631759 DOI: 10.7554/elife.89837] [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: 11/09/2023] Open
Abstract
HIV-1 reservoir cells that circulate in peripheral blood during suppressive antiretroviral therapy (ART) have been well characterized, but little is known about the dissemination of HIV-1-infected cells across multiple anatomical tissues, especially the CNS. Here, we performed single-genome, near full-length HIV-1 next-generation sequencing to evaluate the proviral landscape in distinct anatomical compartments, including multiple CNS tissues, from 3 ART-treated participants at autopsy. While lymph nodes and, to a lesser extent, gastrointestinal and genitourinary tissues represented tissue hotspots for the persistence of intact proviruses, we also observed intact proviruses in CNS tissue sections, particularly in the basal ganglia. Multi-compartment dissemination of clonal intact and defective proviral sequences occurred across multiple anatomical tissues, including the CNS, and evidence for the clonal proliferation of HIV-1-infected cells was found in the basal ganglia, in the frontal lobe, in the thalamus and in periventricular white matter. Deep analysis of HIV-1 reservoirs in distinct tissues will be informative for advancing HIV-1 cure strategies.
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Affiliation(s)
- Weiwei Sun
- Ragon Institute of MGH, MIT and HarvardCambridgeUnited States
| | | | - Ce Gao
- Ragon Institute of MGH, MIT and HarvardCambridgeUnited States
| | | | - Xiaodong Lian
- Ragon Institute of MGH, MIT and HarvardCambridgeUnited States
| | - Isaac H Solomon
- Department of Pathology, Brigham and Women’s HospitalBostonUnited States
| | - Shibani S Mukerji
- Department of Neurology, Massachusetts General HospitalBostonUnited States
| | - Xu G Yu
- Ragon Institute of MGH, MIT and HarvardCambridgeUnited States
- Infectious Disease Division, Brigham and Women’s HospitalBostonUnited States
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and HarvardCambridgeUnited States
- Infectious Disease Division, Brigham and Women’s HospitalBostonUnited States
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23
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Zhao L, Lythgoe KA. The social role of defective viral genomes in chronic viral infections: a commentary on Leeks et al. 2023. J Evol Biol 2023; 36:1577-1581. [PMID: 37975505 PMCID: PMC10880559 DOI: 10.1111/jeb.14244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 10/05/2023] [Indexed: 11/19/2023]
Affiliation(s)
- Lele Zhao
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of MedicineUniversity of OxfordOxfordUK
- Pandemic Sciences Institute, Nuffield Department for MedicineUniversity of OxfordOxfordUK
| | - Katrina A. Lythgoe
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of MedicineUniversity of OxfordOxfordUK
- Pandemic Sciences Institute, Nuffield Department for MedicineUniversity of OxfordOxfordUK
- Department of BiologyUniversity of OxfordOxfordUK
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24
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Dragoni F, Kwaa AK, Traut CC, Veenhuis RT, Woldemeskel BA, Camilo-Contreras A, Raymond HE, Dykema AG, Scully EP, Rosecrans AM, Smith KN, Bushman FD, Simonetti FR, Blankson JN. Proviral location affects cognate peptide-induced virus production and immune recognition of HIV-1-infected T cell clones. J Clin Invest 2023; 133:e171097. [PMID: 37698927 PMCID: PMC10617777 DOI: 10.1172/jci171097] [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: 04/03/2023] [Accepted: 09/06/2023] [Indexed: 09/14/2023] Open
Abstract
BACKGROUNDHIV-1-infected CD4+ T cells contribute to latent reservoir persistence by proliferating while avoiding immune recognition. Integration features of intact proviruses in elite controllers (ECs) and people on long-term therapy suggest that proviruses in specific chromosomal locations can evade immune surveillance. However, direct evidence of this mechanism is missing.METHODSIn this case report, we characterized integration sites and full genome sequences of expanded T cell clones in an EC before and after chemoradiation. We identified the cognate peptide of infected clones to investigate cell proliferation and virus production induced by T cell activation, and susceptibility to autologous CD8+ T cells.RESULTSThe proviral landscape was dominated by 2 large clones with replication-competent proviruses integrated into zinc finger (ZNF) genes (ZNF470 and ZNF721) in locations previously associated with deeper latency. A third nearly intact provirus, with a stop codon in Pol, was integrated into an intergenic site. Upon stimulation with cognate Gag peptides, infected clones proliferated extensively and produced virus, but the provirus in ZNF721 was 200-fold less inducible. While autologous CD8+ T cells decreased the proliferation of cells carrying the intergenic provirus, they had no effect on cells with the provirus in the ZNF721 gene.CONCLUSIONSWe provide direct evidence that upon activation of infected clones by cognate antigen, the lower inducibility of intact proviruses in ZNF genes can result in immune evasion and persistence.FUNDINGOffice of the NIH Director and National Institute of Dental & Craniofacial Research; NIAID, NIH; Johns Hopkins University Center for AIDS Research.
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Affiliation(s)
| | | | | | - Rebecca T. Veenhuis
- Department of Molecular and Comparative Pathobiology, and
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Hayley E. Raymond
- Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Arbor G. Dykema
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, and
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Kellie N. Smith
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, and
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Frederic D. Bushman
- Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Joel N. Blankson
- Department of Medicine
- Department of Molecular and Comparative Pathobiology, and
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25
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Moar P, Premeaux TA, Atkins A, Ndhlovu LC. The latent HIV reservoir: current advances in genetic sequencing approaches. mBio 2023; 14:e0134423. [PMID: 37811964 PMCID: PMC10653892 DOI: 10.1128/mbio.01344-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023] Open
Abstract
Multiple cellular HIV reservoirs in diverse anatomical sites can undergo clonal expansion and persist for years despite suppressive antiretroviral therapy, posing a major barrier toward an HIV cure. Commonly adopted assays to assess HIV reservoir size mainly consist of PCR-based measures of cell-associated total proviral DNA, intact proviruses and transcriptionally competent provirus (viral RNA), flow cytometry and microscopy-based methods to measure translationally competent provirus (viral protein), and quantitative viral outgrowth assay, the gold standard to measure replication-competent provirus; yet no assay alone can provide a comprehensive view of the total HIV reservoir or its dynamics. Furthermore, the detection of extant provirus by these measures does not preclude defects affecting replication competence. An accurate measure of the latent reservoir is essential for evaluating the efficacy of HIV cure strategies. Recent approaches have been developed, which generate proviral sequence data to create a more detailed profile of the latent reservoir. These sequencing approaches are valuable tools to understand the complex multicellular processes in a diverse range of tissues and cell types and have provided insights into the mechanisms of HIV establishment and persistence. These advancements over previous sequencing methods have allowed multiplexing and new assays have emerged, which can document transcriptional activity, chromosome accessibility, and in-depth cellular phenotypes harboring latent HIV, enabling the characterization of rare infected cells across restrictive sites such as the brain. In this manuscript, we provide a review of HIV sequencing-based assays adopted to address challenges in quantifying and characterizing the latent HIV reservoir.
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Affiliation(s)
- Preeti Moar
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, New York, USA
| | - Thomas A. Premeaux
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, New York, USA
| | - Andrew Atkins
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, New York, USA
| | - Lishomwa C. Ndhlovu
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, New York, USA
- Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York City, New York, USA
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26
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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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27
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Dufour C, Ruiz MJ, Pagliuzza A, Richard C, Shahid A, Fromentin R, Ponte R, Cattin A, Wiche Salinas TR, Salahuddin S, Sandstrom T, Schinkel SB, Costiniuk CT, Jenabian MA, Ancuta P, Routy JP, Cohen ÉA, Brumme ZL, Power C, Angel JB, Chomont N. Near full-length HIV sequencing in multiple tissues collected postmortem reveals shared clonal expansions across distinct reservoirs during ART. Cell Rep 2023; 42:113053. [PMID: 37676762 DOI: 10.1016/j.celrep.2023.113053] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/05/2023] [Accepted: 08/14/2023] [Indexed: 09/09/2023] Open
Abstract
HIV persists in tissues during antiretroviral therapy (ART), but the relative contribution of different anatomical compartments to the viral reservoir in humans remains unknown. We performed an extensive characterization of HIV reservoirs in two men who donated their bodies to HIV cure research and who had been on suppressive ART for years. HIV DNA is detected in all tissues, with large variations across anatomical compartments and between participants. Intact HIV genomes represent 2% and 25% of all proviruses in the two participants and are mainly detected in secondary lymphoid organs, with the spleen and mediastinal lymph nodes harboring intact viral genomes in both individuals. Multiple copies of identical HIV genomes are found in all tissues, indicating that clonal expansions are common in anatomical sites. The majority (>85%) of these expanded clones are shared across multiple tissues. These findings suggest that infected cells expand, migrate, and possibly circulate between anatomical sites.
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Affiliation(s)
- Caroline Dufour
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada
| | - Maria Julia Ruiz
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada
| | | | | | - Aniqa Shahid
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada; British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Rémi Fromentin
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada
| | - Rosalie Ponte
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada; Research Institute of McGill University Health Centre, Montreal, QC, Canada
| | - Amélie Cattin
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada
| | - Tomas Raul Wiche Salinas
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada
| | - Syim Salahuddin
- Département de Sciences Biologiques, Université du Québec à Montréal, Montreal, QC, Canada
| | - Teslin Sandstrom
- Ottawa Hospital Research Institute, Ottawa, ON, Canada; Department of Biochemistry, Microbiology & Immunology, University of Ottawa, Ottawa, ON, Canada
| | | | - Cecilia T Costiniuk
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada; Research Institute of McGill University Health Centre, Montreal, QC, Canada
| | - Mohammad-Ali Jenabian
- Département de Sciences Biologiques, Université du Québec à Montréal, Montreal, QC, Canada
| | - Petronela Ancuta
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada
| | - Jean-Pierre Routy
- Research Institute of McGill University Health Centre, Montreal, QC, Canada; Division of Hematology, McGill University Health Centre, Montreal, QC, Canada
| | - Éric A Cohen
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Institut de Recherches Cliniques de Montréal, Montreal, QC, Canada
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada; British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Christopher Power
- Department of Medicine (Neurology), University of Alberta, 6-11 Heritage Medical Research Center, Edmonton, AB, Canada; Department of Psychiatry, University of Alberta, Edmonton, AB, Canada
| | - Jonathan B Angel
- Ottawa Hospital Research Institute, Ottawa, ON, Canada; Department of Biochemistry, Microbiology & Immunology, University of Ottawa, Ottawa, ON, Canada; Division of Infectious Diseases, Ottawa Hospital-General Campus, Ottawa, ON, Canada
| | - Nicolas Chomont
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHUM, Montreal, QC Canada.
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28
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Arandjelovic P, Kim Y, Cooney JP, Preston SP, Doerflinger M, McMahon JH, Garner SE, Zerbato JM, Roche M, Tumpach C, Ong J, Sheerin D, Smyth GK, Anderson JL, Allison CC, Lewin SR, Pellegrini M. Venetoclax, alone and in combination with the BH3 mimetic S63845, depletes HIV-1 latently infected cells and delays rebound in humanized mice. Cell Rep Med 2023; 4:101178. [PMID: 37652018 PMCID: PMC10518630 DOI: 10.1016/j.xcrm.2023.101178] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 06/29/2023] [Accepted: 08/09/2023] [Indexed: 09/02/2023]
Abstract
HIV-1 persists indefinitely in people living with HIV (PLWH) on antiretroviral therapy (ART). If ART is stopped, the virus rapidly rebounds from long-lived latently infected cells. Using a humanized mouse model of HIV-1 infection and CD4+ T cells from PLWH on ART, we investigate whether antagonizing host pro-survival proteins can prime latent cells to die and facilitate HIV-1 clearance. Venetoclax, a pro-apoptotic inhibitor of Bcl-2, depletes total and intact HIV-1 DNA in CD4+ T cells from PLWH ex vivo. This venetoclax-sensitive population is enriched for cells with transcriptionally higher levels of pro-apoptotic BH3-only proteins. Furthermore, venetoclax delays viral rebound in a mouse model of persistent HIV-1 infection, and the combination of venetoclax with the Mcl-1 inhibitor S63845 achieves a longer delay in rebound compared with either intervention alone. Thus, selective inhibition of pro-survival proteins can induce death of HIV-1-infected cells that persist on ART, extending time to viral rebound.
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Affiliation(s)
- Philip Arandjelovic
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Youry Kim
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - James P Cooney
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Simon P Preston
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Marcel Doerflinger
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - James H McMahon
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, VIC, Australia
| | - Sarah E Garner
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Jennifer M Zerbato
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Michael Roche
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia; Emerging Infections Program, School of Health and Biomedical Sciences, RMIT University, Melbourne, VIC, Australia
| | - Carolin Tumpach
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Jesslyn Ong
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Dylan Sheerin
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Gordon K Smyth
- Bioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, Australia
| | - Jenny L Anderson
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Cody C Allison
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia
| | - Sharon R Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia; Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, VIC, Australia; Victorian Infectious Diseases Service, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Marc Pellegrini
- Division of Infectious Disease and Immune Defence, The Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia; Department of Medical Biology, The University of Melbourne, Melbourne, VIC, Australia.
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29
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Kulkarni S, Endsley JJ, Lai Z, Bradley T, Sharan R. Single-Cell Transcriptomics of Mtb/HIV Co-Infection. Cells 2023; 12:2295. [PMID: 37759517 PMCID: PMC10529032 DOI: 10.3390/cells12182295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/17/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023] Open
Abstract
Tuberculosis (TB) and Human Immunodeficiency Virus (HIV) co-infection continues to pose a significant healthcare burden. HIV co-infection during TB predisposes the host to the reactivation of latent TB infection (LTBI), worsening disease conditions and mortality. There is a lack of biomarkers of LTBI reactivation and/or immune-related transcriptional signatures to distinguish active TB from LTBI and predict TB reactivation upon HIV co-infection. Characterizing individual cells using next-generation sequencing-based technologies has facilitated novel biological discoveries about infectious diseases, including TB and HIV pathogenesis. Compared to the more conventional sequencing techniques that provide a bulk assessment, single-cell RNA sequencing (scRNA-seq) can reveal complex and new cell types and identify more high-resolution cellular heterogeneity. This review will summarize the progress made in defining the immune atlas of TB and HIV infections using scRNA-seq, including host-pathogen interactions, heterogeneity in HIV pathogenesis, and the animal models employed to model disease. This review will also address the tools needed to bridge the gap between disease outcomes in single infection vs. co-infection. Finally, it will elaborate on the translational benefits of single-cell sequencing in TB/HIV diagnosis in humans.
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Affiliation(s)
- Smita Kulkarni
- Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Janice J. Endsley
- Departments of Microbiology & Immunology and Pathology, The University of Texas Medical Branch, Galveston, TX 77555, USA;
| | - Zhao Lai
- Greehey Children’s Cancer Research Institute, The University of Texas Health San Antonio, San Antonio, TX 78229, USA;
| | - Todd Bradley
- Genomic Medicine Center, Children’s Mercy Research Institute, Children’s Mercy Kansas City, Kansas City, MO 64108, USA;
- Departments of Pediatrics and Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, MO 66160, USA
- Department of Pediatrics, UMKC School of Medicine, Kansas City, MO 64108, USA
| | - Riti Sharan
- Texas Biomedical Research Institute, San Antonio, TX 78227, USA
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30
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Wong M, Wei Y, Ho YC. Single-cell multiomic understanding of HIV-1 reservoir at epigenetic, transcriptional, and protein levels. Curr Opin HIV AIDS 2023; 18:246-256. [PMID: 37535039 PMCID: PMC10442869 DOI: 10.1097/coh.0000000000000809] [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: 08/04/2023]
Abstract
PURPOSE OF REVIEW The success of HIV-1 eradication strategies relies on in-depth understanding of HIV-1-infected cells. However, HIV-1-infected cells are extremely heterogeneous and rare. Single-cell multiomic approaches resolve the heterogeneity and rarity of HIV-1-infected cells. RECENT FINDINGS Advancement in single-cell multiomic approaches enabled HIV-1 reservoir profiling across the epigenetic (ATAC-seq), transcriptional (RNA-seq), and protein levels (CITE-seq). Using HIV-1 RNA as a surrogate, ECCITE-seq identified enrichment of HIV-1-infected cells in clonally expanded cytotoxic CD4+ T cells. Using HIV-1 DNA PCR-activated microfluidic sorting, FIND-seq captured the bulk transcriptome of HIV-1 DNA+ cells. Using targeted HIV-1 DNA amplification, PheP-seq identified surface protein expression of intact versus defective HIV-1-infected cells. Using ATAC-seq to identify HIV-1 DNA, ASAP-seq captured transcription factor activity and surface protein expression of HIV-1 DNA+ cells. Combining HIV-1 mapping by ATAC-seq and HIV-1 RNA mapping by RNA-seq, DOGMA-seq captured the epigenetic, transcriptional, and surface protein expression of latent and transcriptionally active HIV-1-infected cells. To identify reproducible biological insights and authentic HIV-1-infected cells and avoid false-positive discovery of artifacts, we reviewed current practices of single-cell multiomic experimental design and bioinformatic analysis. SUMMARY Single-cell multiomic approaches may identify innovative mechanisms of HIV-1 persistence, nominate therapeutic strategies, and accelerate discoveries.
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Affiliation(s)
- Michelle Wong
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, Connecticut, USA
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31
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Bekker LG, Beyrer C, Mgodi N, Lewin SR, Delany-Moretlwe S, Taiwo B, Masters MC, Lazarus JV. HIV infection. Nat Rev Dis Primers 2023; 9:42. [PMID: 37591865 DOI: 10.1038/s41572-023-00452-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/04/2023] [Indexed: 08/19/2023]
Abstract
The AIDS epidemic has been a global public health issue for more than 40 years and has resulted in ~40 million deaths. AIDS is caused by the retrovirus, HIV-1, which is transmitted via body fluids and secretions. After infection, the virus invades host cells by attaching to CD4 receptors and thereafter one of two major chemokine coreceptors, CCR5 or CXCR4, destroying the host cell, most often a T lymphocyte, as it replicates. If unchecked this can lead to an immune-deficient state and demise over a period of ~2-10 years. The discovery and global roll-out of rapid diagnostics and effective antiretroviral therapy led to a large reduction in mortality and morbidity and to an expanding group of individuals requiring lifelong viral suppressive therapy. Viral suppression eliminates sexual transmission of the virus and greatly improves health outcomes. HIV infection, although still stigmatized, is now a chronic and manageable condition. Ultimate epidemic control will require prevention and treatment to be made available, affordable and accessible for all. Furthermore, the focus should be heavily oriented towards long-term well-being, care for multimorbidity and good quality of life. Intense research efforts continue for therapeutic and/or preventive vaccines, novel immunotherapies and a cure.
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Affiliation(s)
- Linda-Gail Bekker
- The Desmond Tutu HIV Centre, University of Cape Town, RSA, Cape Town, South Africa.
| | - Chris Beyrer
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Nyaradzo Mgodi
- University of Zimbabwe Clinical Trials Research Centre, Harare, Zimbabwe
| | - Sharon R Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Service, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Department of Infectious Diseases, The Alfred Hospital and Monash University, Melbourne, Victoria, Australia
| | | | - Babafemi Taiwo
- Division of Infectious Diseases, Northwestern University, Chicago, IL, USA
| | - Mary Clare Masters
- Division of Infectious Diseases, Northwestern University, Chicago, IL, USA
| | - Jeffrey V Lazarus
- CUNY Graduate School of Public Health and Health Policy, New York, NY, USA
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
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32
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Sun W, Rassadkina Y, Gao C, Collens SI, Lian X, Solomon IH, Mukerji S, Yu XG, Lichterfeld M. Persistence of intact HIV-1 proviruses in the brain during antiretroviral therapy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.26.546135. [PMID: 37425847 PMCID: PMC10327102 DOI: 10.1101/2023.06.26.546135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
HIV-1 reservoir cells that circulate in peripheral blood during suppressive antiretroviral therapy (ART) have been well characterized, but little is known about the dissemination of HIV-1-infected cells across multiple anatomical tissues, especially the central nervous system (CNS). Here, we performed single-genome, near full-length HIV-1 next-generation sequencing to evaluate the proviral landscape in distinct anatomical compartments, including multiple CNS tissues, from 3 ART-treated participants at autopsy. While lymph nodes and, to a lesser extent, gastrointestinal and genitourinary tissues represented tissue hotspots for the persistence of intact proviruses, we also observed intact proviruses in CNS tissue sections, particularly in the basal ganglia. Multi-compartment dissemination of clonal intact and defective proviral sequences occurred across multiple anatomical tissues, including the CNS, and evidence for the clonal proliferation of HIV-1-infected cells was found in the basal ganglia, in the frontal lobe, in the thalamus and in periventricular white matter. Deep analysis of HIV-1 reservoirs in distinct tissues will be informative for advancing HIV-1 cure strategies.
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Affiliation(s)
- Weiwei Sun
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
| | | | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
| | | | - Xiaodong Lian
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
| | - Isaac H. Solomon
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA
| | - Shibani Mukerji
- Department of Neurology, Massachusetts General Hospital, Boston, MA
| | - Xu G. Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA
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33
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Lewis CA, Margolis DM, Browne EP. New Concepts in Therapeutic Manipulation of HIV-1 Transcription and Latency: Latency Reversal versus Latency Prevention. Viruses 2023; 15:1677. [PMID: 37632019 PMCID: PMC10459382 DOI: 10.3390/v15081677] [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: 06/28/2023] [Revised: 07/19/2023] [Accepted: 07/21/2023] [Indexed: 08/27/2023] Open
Abstract
Antiretroviral therapy (ART) has dramatically improved the prognosis for people living with HIV-1, but a cure remains elusive. The largest barrier to a cure is the presence of a long-lived latent reservoir that persists within a heterogenous mix of cell types and anatomical compartments. Efforts to eradicate the latent reservoir have primarily focused on latency reversal strategies. However, new work has demonstrated that the majority of the long-lived latent reservoir is established near the time of ART initiation, suggesting that it may be possible to pair an intervention with ART initiation to prevent the formation of a sizable fraction of the latent reservoir. Subsequent treatment with latency reversal agents, in combination with immune clearance agents, may then be a more tractable strategy for fully clearing the latent reservoir in people newly initiating ART. Here, we summarize molecular mechanisms of latency establishment and maintenance, ongoing efforts to develop effective latency reversal agents, and newer efforts to design latency prevention agents. An improved understanding of the molecular mechanisms involved in both the establishment and maintenance of latency will aid in the development of new latency prevention and reversal approaches to ultimately eradicate the latent reservoir.
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Affiliation(s)
- Catherine A. Lewis
- University of North Carolina HIV Cure Center, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
- Department of Microbiology and Immunology, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - David M. Margolis
- University of North Carolina HIV Cure Center, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
- Department of Microbiology and Immunology, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Division of Infectious Diseases, Department of Medicine, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Edward P. Browne
- University of North Carolina HIV Cure Center, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA;
- Department of Microbiology and Immunology, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Division of Infectious Diseases, Department of Medicine, UNC Chapel Hill School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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Tumpach C, Rhodes A, Kim Y, Ong J, Liu H, Chibo D, Druce J, Williamson D, Hoh R, Deeks SG, Yukl SA, Roche M, Lewin SR, Telwatte S. Adaptation of Droplet Digital PCR-Based HIV Transcription Profiling to Digital PCR and Association of HIV Transcription and Total or Intact HIV DNA. Viruses 2023; 15:1606. [PMID: 37515292 PMCID: PMC10384802 DOI: 10.3390/v15071606] [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: 06/29/2023] [Revised: 07/18/2023] [Accepted: 07/19/2023] [Indexed: 07/30/2023] Open
Abstract
In most people living with HIV (PLWH) on effective antiretroviral therapy (ART), cell-associated viral transcripts are readily detectable in CD4+ T cells despite the absence of viremia. Quantification of HIV RNA species provides insights into the transcriptional activity of proviruses that persist in cells and tissues throughout the body during ART ('HIV reservoir'). One such technique for HIV RNA quantitation, 'HIV transcription profiling', developed in the Yukl laboratory, measures a series of HIV RNA species using droplet digital PCR. To take advantage of advances in digital (d)PCR, we adapted the 'HIV transcription profiling' technique to Qiagen's dPCR platform (QIAcuity) and compared its performance to droplet digital (dd)PCR (Bio-Rad QX200 system). Using RNA standards, the two technologies were tested in parallel and assessed for multiple parameters including sensitivity, specificity, linearity, and intra- and inter-assay variability. The newly validated dPCR assays were then applied to samples from PLWH to determine HIV transcriptional activity relative to HIV reservoir size. We report that HIV transcriptional profiling was readily adapted to dPCR and assays performed similarly to ddPCR, with no differences in assay characteristics. We applied these assays in a cohort of 23 PLWH and found that HIV reservoir size, based on genetically intact proviral DNA, does not predict HIV transcriptional activity. In contrast, levels of total DNA correlated with levels of most HIV transcripts (initiated, proximally and distally elongated, unspliced, and completed, but not multiply spliced), suggesting that a considerable proportion of HIV transcripts likely originate from defective proviruses. These findings may have implications for measuring and assessing curative strategies and clinical trial outcomes.
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Affiliation(s)
- Carolin Tumpach
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Ajantha Rhodes
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Youry Kim
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Jesslyn Ong
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Haoming Liu
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Doris Chibo
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Julian Druce
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
| | - Deborah Williamson
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
- Victorian Infectious Diseases Reference Laboratory, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
- Walter and Eliza Hall Institute, Melbourne 3052, Australia
| | - Rebecca Hoh
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, CA 94143, USA
| | - Steven G. Deeks
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, CA 94143, USA
| | - Steven A. Yukl
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, CA 94143, USA
- San Francisco Veteran Affairs Medical Center, San Francisco, CA 94121, USA
| | - Michael Roche
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
- Infectious and Inflammatory Diseases Theme, School of Health and Biomedical Sciences, RMIT University, Melbourne 3000, Australia
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne 3004, Australia
| | - Sushama Telwatte
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne 3000, Australia
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35
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Kuzmichev YV, Lackman-Smith C, Bakkour S, Wiegand A, Bale MJ, Musick A, Bernstein W, Aronson N, Ake J, Tovanabutra S, Stone M, Ptak RG, Kearney MF, Busch MP, Wonderlich ER, Kulpa DA. Application of ultrasensitive digital ELISA for p24 enables improved evaluation of HIV-1 reservoir diversity and growth kinetics in viral outgrowth assays. Sci Rep 2023; 13:10958. [PMID: 37414788 PMCID: PMC10326067 DOI: 10.1038/s41598-023-37223-9] [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: 08/22/2022] [Accepted: 06/18/2023] [Indexed: 07/08/2023] Open
Abstract
The advent of combined antiretroviral therapy (cART) has been instrumental in controlling HIV-1 replication and transmission and decreasing associated morbidity and mortality. However, cART alone is not able to cure HIV-1 due to the presence of long-lived, latently infected immune cells, which re-seed plasma viremia when cART is interrupted. Assessment of HIV-cure strategies using ex vivo culture methods for further understanding of the diversity of reactivated HIV, viral outgrowth, and replication dynamics are enhanced using ultrasensitive digital ELISA based on single-molecule array (Simoa) technology to increase the sensitivity of endpoint detection. In viral outgrowth assays (VOA), exponential HIV-1 outgrowth has been shown to be dependent upon initial virus burst size surpassing a critical growth threshold of 5100 HIV-1 RNA copies. Here, we show an association between ultrasensitive HIV-1 Gag p24 concentrations and HIV-1 RNA copy number that characterize viral dynamics below the exponential replication threshold. Single-genome sequencing (SGS) revealed the presence of multiple identical HIV-1 sequences, indicative of low-level replication occurring below the threshold of exponential outgrowth early during a VOA. However, SGS further revealed diverse related HIV variants detectable by ultrasensitive methods that failed to establish exponential outgrowth. Overall, our data suggest that viral outgrowth occurring below the threshold necessary for establishing exponential growth in culture does not preclude replication competence of reactivated HIV, and ultrasensitive detection of HIV-1 p24 may provide a method to detect previously unquantifiable variants. These data strongly support the use of the Simoa platform in a multi-prong approach to measuring latent viral burden and efficacy of therapeutic interventions aimed at an HIV-1 cure.
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Affiliation(s)
- Yury V Kuzmichev
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA.
- Department of Infectious Disease Research, Southern Research, Frederick, MD, USA.
| | - Carol Lackman-Smith
- Department of Infectious Disease Research, Southern Research, Frederick, MD, USA
| | - Sonia Bakkour
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Ann Wiegand
- HIV Dynamics and Replication Program, NCI at Frederick, NIH, Frederick, MD, USA
| | - Michael J Bale
- HIV Dynamics and Replication Program, NCI at Frederick, NIH, Frederick, MD, USA
- Laboratory of Epigenetics and Immunity, Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Andrew Musick
- HIV Dynamics and Replication Program, NCI at Frederick, NIH, Frederick, MD, USA
| | - Wendy Bernstein
- Uniformed Services University, Bethesda, MD, USA
- Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Naomi Aronson
- Uniformed Services University, Bethesda, MD, USA
- Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Julie Ake
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Sodsai Tovanabutra
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Mars Stone
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Roger G Ptak
- Department of Infectious Disease Research, Southern Research, Frederick, MD, USA
| | - Mary F Kearney
- HIV Dynamics and Replication Program, NCI at Frederick, NIH, Frederick, MD, USA
| | - Michael P Busch
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | - Deanna A Kulpa
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, GA, USA.
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA.
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36
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Otte F, Zhang Y, Spagnuolo J, Thielen A, Däumer M, Wiethe C, Stoeckle M, Kusejko K, Klein F, Metzner KJ, Klimkait T. Revealing viral and cellular dynamics of HIV-1 at the single-cell level during early treatment periods. CELL REPORTS METHODS 2023; 3:100485. [PMID: 37426753 PMCID: PMC10326345 DOI: 10.1016/j.crmeth.2023.100485] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 01/30/2023] [Accepted: 04/28/2023] [Indexed: 07/11/2023]
Abstract
While combination therapy completely suppresses HIV-1 replication in blood, functional virus persists in CD4+ T cell subsets in non-peripheral compartments that are not easily accessible. To fill this gap, we investigated tissue-homing properties of cells that transiently appear in the circulating blood. Through cell separation and in vitro stimulation, the HIV-1 "Gag and Envelope reactivation co-detection assay" (GERDA) enables sensitive detection of Gag+/Env+ protein-expressing cells down to about one cell per million using flow cytometry. By associating GERDA with proviral DNA and polyA-RNA transcripts, we corroborate the presence and functionality of HIV-1 in critical body compartments utilizing t-distributed stochastic neighbor embedding (tSNE) and density-based spatial clustering of applications with noise (DBSCAN) clustering with low viral activity in circulating cells early after diagnosis. We demonstrate transcriptional HIV-1 reactivation at any time, potentially giving rise to intact, infectious particles. With single-cell level resolution, GERDA attributes virus production to lymph-node-homing cells with central memory T cells (TCMs) as main players, critical for HIV-1 reservoir eradication.
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Affiliation(s)
- Fabian Otte
- Molecular Virology, Department Biomedicine, University of Basel, 4009 Basel, Switzerland
| | - Yuepeng Zhang
- Molecular Virology, Department Biomedicine, University of Basel, 4009 Basel, Switzerland
| | - Julian Spagnuolo
- Experimental Immunology, Department Biomedicine, University of Basel, 4056 Basel, Switzerland
| | | | | | | | - Marcel Stoeckle
- Infectiology, University Hospital Basel, 4031 Basel, Switzerland
| | - Katharina Kusejko
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, and Institute of Medical Virology, University of Zurich, 8091 Zurich, Switzerland
| | - Florian Klein
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Karin J. Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, and Institute of Medical Virology, University of Zurich, 8091 Zurich, Switzerland
| | - Thomas Klimkait
- Molecular Virology, Department Biomedicine, University of Basel, 4009 Basel, Switzerland
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Tumpach C, Cochrane CR, Kim Y, Ong J, Rhodes A, Angelovich TA, Churchill MJ, Lewin SR, Telwatte S, Roche M. Adaptation of the intact proviral DNA assay to a nanowell-based digital PCR platform. J Virus Erad 2023; 9:100335. [PMID: 37440871 PMCID: PMC10334350 DOI: 10.1016/j.jve.2023.100335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/14/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Quantification of intact proviruses is a critical measurement in HIV cure studies both in vitro and in vivo. The widely adopted 'intact proviral DNA assay' (IPDA), designed to discriminate and quantify genetically intact HIV proviruses based on detection of two HIV sequence-specific targets, was originally validated using Bio-Rad's droplet digital PCR technology (ddPCR). Despite its advantages, ddPCR is limited in multiplexing capability (two-channel) and is both labor- and time intensive. To overcome some of these limitations, we utilized a nanowell-based digital PCR platform (dPCR, QIAcuity from Qiagen) which is a fully automated system that partitions samples into nanowells rather than droplets. In this study we adapted the IPDA assay to the QIAcuity platform and assessed its performance relative to ddPCR. The dPCR could differentiate between intact, 5' defective and 3' defective proviruses and was sensitive to single HIV copy input. We found the intra-assay and inter-assay variability was within acceptable ranges (with coefficient of variation at or below 10%). When comparing the performance of the IPDA in ex vivo CD4+ T cells from people with HIV on antiretroviral therapy, there was a strong correlation in the quantification of intact (rs = 0.93; p < 0.001) and 3' defective proviruses (rs = 0.96; p < 0.001) with a significant but less strong correlation for 5' defective proviruses (rs = 0.7; p = 0.04). We demonstrate that the dPCR platform enables sensitive and accurate quantification of genetically intact and defective proviruses similar to the ddPCR system but with greater speed and efficiency. This flexible system can be further optimized in the future, to detect up to 5 targets, enabling a more precise detection of intact and potentially replication-competent proviruses.
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Affiliation(s)
- Carolin Tumpach
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Catherine R. Cochrane
- Infectious and Inflammatory Diseases Theme, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
| | - Youry Kim
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Jesslyn Ong
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Ajantha Rhodes
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Thomas A. Angelovich
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Infectious and Inflammatory Diseases Theme, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
- Life Science, Burnet Institute, Melbourne, Australia
| | - Melissa J. Churchill
- Infectious and Inflammatory Diseases Theme, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
- Life Science, Burnet Institute, Melbourne, Australia
- Departments of Microbiology and Medicine, Monash University, Melbourne, Australia
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Sushama Telwatte
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Michael Roche
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Infectious and Inflammatory Diseases Theme, School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
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Faua C, Fafi-Kremer S, Gantner P. Antigen specificities of HIV-infected cells: A role in infection and persistence? J Virus Erad 2023; 9:100329. [PMID: 37440870 PMCID: PMC10334354 DOI: 10.1016/j.jve.2023.100329] [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: 12/16/2022] [Revised: 05/12/2023] [Accepted: 05/31/2023] [Indexed: 07/15/2023] Open
Abstract
Antigen-experienced memory CD4+ T cells are the major target of HIV infection and support both productive and latent infections, thus playing a key role in HIV dissemination and persistence, respectively. Here, we reviewed studies that have shown direct association between HIV infection and antigen specificity. During untreated infection, some HIV-specific cells host productive infection, while other pathogen-specific cells such as cytomegalovirus (CMV) and Mycobacterium tuberculosis also contribute to viral persistence on antiretroviral therapy (ART). These patterns could be explained by phenotypic features differing between these pathogen-specific cells. Mechanisms involved in these preferential infection and selection processes include HIV entry and restriction, cell exhaustion, survival, self-renewal and immune escape. For instance, MIP-1β expressing cells such as CMV-specific memory cells were shown to resist infection by HIV CCR5 coreceptor downregulation/inhibition. Conversely, HIV-infected CMV-specific cells undergo clonal expansion during ART. We have identified several research areas that need further focus such as the role of other pathogens, viral genome intactness, inducibility and phenotypic features. However, given the sheer diversity of both the CD4+ T cell repertoire and antigenic history of each individual, studying HIV-infected, antigen-experienced cells still imposes numerous challenges.
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Affiliation(s)
- Clayton Faua
- INSERM UMR_S1109, University of Strasbourg, Strasbourg, France
| | - Samira Fafi-Kremer
- INSERM UMR_S1109, University of Strasbourg, Strasbourg, France
- Medical Virology Laboratory, University Hospital of Strasbourg, Strasbourg, France
| | - Pierre Gantner
- INSERM UMR_S1109, University of Strasbourg, Strasbourg, France
- Medical Virology Laboratory, University Hospital of Strasbourg, Strasbourg, France
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Valdebenito S, Ono A, Rong L, Eugenin EA. The role of tunneling nanotubes during early stages of HIV infection and reactivation: implications in HIV cure. NEUROIMMUNE PHARMACOLOGY AND THERAPEUTICS 2023; 2:169-186. [PMID: 37476291 PMCID: PMC10355284 DOI: 10.1515/nipt-2022-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/30/2022] [Indexed: 07/22/2023]
Abstract
Tunneling nanotubes (TNTs), also called cytonemes or tumor microtubes, correspond to cellular processes that enable long-range communication. TNTs are plasma membrane extensions that form tubular processes that connect the cytoplasm of two or more cells. TNTs are mostly expressed during the early stages of development and poorly expressed in adulthood. However, in disease conditions such as stroke, cancer, and viral infections such as HIV, TNTs proliferate, but their role is poorly understood. TNTs function has been associated with signaling coordination, organelle sharing, and the transfer of infectious agents such as HIV. Here, we describe the critical role and function of TNTs during HIV infection and reactivation, as well as the use of TNTs for cure strategies.
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Affiliation(s)
- Silvana Valdebenito
- Department of Neurobiology, University of Texas Medical Branch (UTMB), Galveston, TX, USA
| | - Akira Ono
- Department of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Libin Rong
- Department of Mathematics, University of Florida, Gainesville, FL, USA
| | - Eliseo A. Eugenin
- Department of Neurobiology, University of Texas Medical Branch (UTMB), Galveston, TX, USA
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40
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Neary J, Fish CS, Cassidy NAJ, Wamalwa D, Langat A, Ngugi E, Benki-Nugent S, Moraa H, Richardson BA, Njuguna I, Slyker JA, Lehman DA, John-Stewart G. Predictors of intact HIV DNA levels among children in Kenya. AIDS 2023; 37:871-876. [PMID: 36723512 PMCID: PMC10079608 DOI: 10.1097/qad.0000000000003499] [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: 02/02/2023]
Abstract
OBJECTIVE We determined predictors of both intact (estimate of replication-competent) and total (intact and defective) HIV DNA in the reservoir among children with HIV. DESIGN HIV DNA in the reservoir was quantified longitudinally in children who initiated antiretroviral therapy (ART) at less than 1 year of age using a novel cross-subtype intact proviral DNA assay that measures both intact and total proviruses. Quantitative PCR was used to measure pre-ART cytomegalovirus (CMV) viral load. Linear mixed effects models were used to determine predictors of intact and total HIV DNA levels (log 10 copies/million). RESULTS Among 65 children, median age at ART initiation was 5 months and median follow-up was 5.2 years; 86% of children had CMV viremia pre-ART. Lower pre-ART CD4 + percentage [adjusted relative risk (aRR): 0.87, 95% confidence intervals (95% CI): 0.79-0.97; P = 0.009] and higher HIV RNA (aRR: 1.21, 95% CI: 1.06-1.39; P = 0.004) predicted higher levels of total HIV DNA during ART. Pre-ART CD4 + percentage (aRR: 0.76, 95% CI: 0.65-0.89; P < 0.001), CMV viral load (aRR: 1.16, 95% CI: 1.01-1.34; P = 0.041), and first-line protease inhibitor-based regimens compared with nonnucleoside reverse transcriptase-based regimens (aRR: 1.36, 95% CI: 1.04-1.77; P = 0.025) predicted higher levels of intact HIV DNA. CONCLUSION Pre-ART immunosuppression, first-line ART regimen, and CMV viral load may influence establishment and sustainment of intact HIV DNA in the reservoir.
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Affiliation(s)
- Jillian Neary
- Department of Epidemiology, University of Washington
| | | | | | - Dalton Wamalwa
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Agnes Langat
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Evelyn Ngugi
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | | | - Hellen Moraa
- Department of Pediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Barbra A Richardson
- Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Global Health
- Department of Biostatistics, University of Washington, Seattle, WA
| | - Irene Njuguna
- Department of Global Health
- Kenyatta National Hospital, Nairobi, Kenya
| | - Jennifer A Slyker
- Department of Epidemiology, University of Washington
- Department of Global Health
| | - Dara A Lehman
- Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Global Health
| | - Grace John-Stewart
- Department of Epidemiology, University of Washington
- Department of Global Health
- Department of Medicine
- Department of Pediatrics, University of Washington, Seattle, WA, USA
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41
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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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42
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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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43
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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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44
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White JA, Wu F, Yasin S, Moskovljevic M, Varriale J, Dragoni F, Camilo-Contreras A, Duan J, Zheng MY, Tadzong NF, Patel HB, Quiambao JMC, Rhodehouse K, Zhang H, Lai J, Beg SA, Delannoy M, Kilcrease C, Hoffmann CJ, Poulin S, Chano F, Tremblay C, Cherian J, Barditch-Crovo P, Chida N, Moore RD, Summers MF, Siliciano RF, Siliciano JD, Simonetti FR. Clonally expanded HIV-1 proviruses with 5'-leader defects can give rise to nonsuppressible residual viremia. J Clin Invest 2023; 133:165245. [PMID: 36602866 PMCID: PMC10014112 DOI: 10.1172/jci165245] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 01/04/2023] [Indexed: 01/06/2023] Open
Abstract
BackgroundAntiretroviral therapy (ART) halts HIV-1 replication, decreasing viremia to below the detection limit of clinical assays. However, some individuals experience persistent nonsuppressible viremia (NSV) originating from CD4+ T cell clones carrying infectious proviruses. Defective proviruses represent over 90% of all proviruses persisting during ART and can express viral genes, but whether they can cause NSV and complicate ART management is unknown.MethodsWe undertook an in-depth characterization of proviruses causing NSV in 4 study participants with optimal adherence and no drug resistance. We investigated the impact of the observed defects on 5'-leader RNA properties, virus infectivity, and gene expression. Integration-site specific assays were used to track these proviruses over time and among cell subsets.ResultsClones carrying proviruses with 5'-leader defects can cause persistent NSV up to approximately 103 copies/mL. These proviruses had small, often identical deletions or point mutations involving the major splicing donor (MSD) site and showed partially reduced RNA dimerization and nucleocapsid binding. Nevertheless, they were inducible and produced noninfectious virions containing viral RNA, but lacking envelope.ConclusionThese findings show that proviruses with 5'-leader defects in CD4+ T cell clones can give rise to NSV, affecting clinical care. Sequencing of the 5'-leader can help in understanding failure to completely suppress viremia.FundingOffice of the NIH Director and National Institute of Dental and Craniofacial Research, NIH; Howard Hughes Medical Institute; Johns Hopkins University Center for AIDS Research; National Institute for Allergy and Infectious Diseases (NIAID), NIH, to the PAVE, BEAT-HIV, and DARE Martin Delaney collaboratories.
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Affiliation(s)
- Jennifer A White
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Fengting Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Saif Yasin
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, Maryland, USA
| | - Milica Moskovljevic
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joseph Varriale
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Filippo Dragoni
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Jiayi Duan
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mei Y Zheng
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, Maryland, USA
| | - Ndeh F Tadzong
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, Maryland, USA
| | - Heer B Patel
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, Maryland, USA
| | - Jeanelle Mae C Quiambao
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, Maryland, USA
| | - Kyle Rhodehouse
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Hao Zhang
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jun Lai
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Subul A Beg
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael Delannoy
- Institute for Basic Biomedical Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Christin Kilcrease
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Christopher J Hoffmann
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Cécile Tremblay
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, Canada.,Département de Microbiologie, Immunologie et Infectiologie, Université de Montréal, Montreal, Canada
| | - Jerald Cherian
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Patricia Barditch-Crovo
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Natasha Chida
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Richard D Moore
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael F Summers
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, Maryland, USA.,Howard Hughes Medical Institute, Baltimore, Maryland, USA
| | - Robert F Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Howard Hughes Medical Institute, Baltimore, Maryland, USA
| | - Janet D Siliciano
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Francesco R Simonetti
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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45
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Gantner P, Buranapraditkun S, Pagliuzza A, Dufour C, Pardons M, Mitchell JL, Kroon E, Sacdalan C, Tulmethakaan N, Pinyakorn S, Robb ML, Phanuphak N, Ananworanich J, Hsu D, Vasan S, Trautmann L, Fromentin R, Chomont N. HIV rapidly targets a diverse pool of CD4 + T cells to establish productive and latent infections. Immunity 2023; 56:653-668.e5. [PMID: 36804957 PMCID: PMC10023508 DOI: 10.1016/j.immuni.2023.01.030] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 10/15/2022] [Accepted: 01/25/2023] [Indexed: 02/19/2023]
Abstract
Upon infection, HIV disseminates throughout the human body within 1-2 weeks. However, its early cellular targets remain poorly characterized. We used a single-cell approach to retrieve the phenotype and TCR sequence of infected cells in blood and lymphoid tissue from individuals at the earliest stages of HIV infection. HIV initially targeted a few proliferating memory CD4+ T cells displaying high surface expression of CCR5. The phenotype of productively infected cells differed by Fiebig stage and between blood and lymph nodes. The TCR repertoire of productively infected cells was heavily biased, with preferential infection of previously expanded and disseminated clones, but composed almost exclusively of unique clonotypes, indicating that they were the product of independent infection events. Latent genetically intact proviruses were already archived early in infection. Hence, productive infection is initially established in a pool of phenotypically and clonotypically distinct T cells, and latently infected cells are generated simultaneously.
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Affiliation(s)
- Pierre Gantner
- Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, QC, Canada
| | - Supranee Buranapraditkun
- Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand; Center of Excellence in Vaccine Research and Development, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Amélie Pagliuzza
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Caroline Dufour
- Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, QC, Canada
| | - Marion Pardons
- Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, QC, Canada
| | - Julie L Mitchell
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Eugène Kroon
- SEARCH, Institute of HIV Research and Innovation, Bangkok, Thailand
| | - Carlo Sacdalan
- SEARCH, Institute of HIV Research and Innovation, Bangkok, Thailand
| | | | - Suteeraporn Pinyakorn
- Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD, USA
| | - Merlin L Robb
- Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD, USA
| | | | - Jintanat Ananworanich
- Department of Global Health, Amsterdam Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Denise Hsu
- Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD, USA
| | - Sandhya Vasan
- Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD, USA
| | - Lydie Trautmann
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Rémi Fromentin
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
| | - Nicolas Chomont
- Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.
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46
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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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47
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Dufour C, Richard C, Pardons M, Massanella M, Ackaoui A, Murrell B, Routy B, Thomas R, Routy JP, Fromentin R, Chomont N. Phenotypic characterization of single CD4+ T cells harboring genetically intact and inducible HIV genomes. Nat Commun 2023; 14:1115. [PMID: 36849523 PMCID: PMC9971253 DOI: 10.1038/s41467-023-36772-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 02/10/2023] [Indexed: 03/01/2023] Open
Abstract
The phenotype of the rare HIV-infected cells persisting during antiretroviral therapies (ART) remains elusive. We developed a single-cell approach that combines the phenotypic analysis of HIV-infected cells with near full-length sequencing of their associated proviruses to characterize the viral reservoir in 6 male individuals on suppressive ART. We show that individual cells carrying clonally expanded identical proviruses display very diverse phenotypes, indicating that cellular proliferation contributes to the phenotypic diversification of the HIV reservoir. Unlike most viral genomes persisting on ART, inducible and translation-competent proviruses rarely present large deletions but are enriched in defects in the Ψ locus. Interestingly, the few cells harboring genetically intact and inducible viral genomes express higher levels of the integrin VLA-4 compared to uninfected cells or cells with defective proviruses. Viral outgrowth assay confirmed that memory CD4+ T cells expressing high levels of VLA-4 are highly enriched in replication-competent HIV (27-fold enrichment). We conclude that although clonal expansions diversify the phenotype of HIV reservoir cells, CD4+ T cells harboring replication-competent HIV retain VLA-4 expression.
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Affiliation(s)
- Caroline Dufour
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Corentin Richard
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Marion Pardons
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Marta Massanella
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Antoine Ackaoui
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Ben Murrell
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, 171 77, Sweden
| | - Bertrand Routy
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Réjean Thomas
- Clinique médicale l'Actuel, Montreal, H2L 4P9, Quebec, Canada
| | - Jean-Pierre Routy
- Division of Hematology & Chronic Viral Illness Service, McGill University Health Centre, Montreal, H4A 3J1, Quebec, Canada
| | - Rémi Fromentin
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada
| | - Nicolas Chomont
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, H2X 0A9, Quebec, Canada.
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48
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In-Depth Characterization of Full-Length Archived Viral Genomes after Nine Years of Posttreatment HIV Control. Microbiol Spectr 2023; 11:e0326722. [PMID: 36692300 PMCID: PMC9927157 DOI: 10.1128/spectrum.03267-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
In the search for control of human immunodeficiency virus type 1 (HIV-1) infection without antiretroviral therapy, posttreatment controllers (PTCs) are models of HIV remission. To better understand their mechanisms of control, we characterized the HIV blood reservoirs of 8 PTCs (median of 9.4 years after treatment interruption) in comparison with those of 13 natural HIV infection controllers (HICs) (median of 18 years of infection) and with those of individuals receiving efficient antiretroviral therapy initiated during either primary HIV infection (PHIs; n = 8) or chronic HIV infection (CHIs; n = 6). This characterization was performed with single-genome amplification and deep sequencing. The proviral diversity, which reflects the history of past viral replication, was lower in the PTCs, PHIs, and aviremic HICs than in the blipper HICs and CHIs. The proportions of intact and defective proviruses among the proviral pool in PTCs were not significantly different from those of other groups. When looking at the quantities of proviruses per million peripheral blood mononuclear cells (PBMCs), they had similar amounts of intact proviruses as other groups but smaller amounts of defective proviruses than CHIs, suggesting a role of these forms in HIV pathogenesis. Two HICs but none of the PTCs harbored only proviruses with deletion in nef; these attenuated strains could contribute to viral control in these participants. We show, for the first time, the presence of intact proviruses and low viral diversity in PTCs long after treatment interruption, as well as the absence of evolution of the proviral quasispecies in subsequent samples. This reflects low residual replication over time. Further data are necessary to confirm these results. IMPORTANCE Most people living with HIV need antiretroviral therapy to control their infection and experience viral relapse in case of treatment interruption, because of viral reservoir (proviruses) persistence. Knowing that proviruses are very diverse and most of them are defective in treated individuals, we aimed to characterize the HIV blood reservoirs of posttreatment controllers (PTCs), rare models of drug-free remission, in comparison with spontaneous controllers and treated individuals. At a median time of 9 years after treatment interruption, which is unprecedented in the literature, we showed that the proportions and quantities of intact proviruses were similar between PTCs and other individuals. Unlike 2/7 spontaneous controllers who harbored only nef-deleted proviruses, which are attenuated strains, which could contribute to their control, no such case was observed in PTCs. Furthermore, PTCs displayed low viral genetic diversity and no evolution of their reservoirs, indicating very low residual replication, despite the presence of intact proviruses.
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49
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The Dynamic Linkage between Provirus Integration Sites and the Host Functional Genome Property Alongside HIV-1 Infections Associated with Antiretroviral Therapy. Vaccines (Basel) 2023; 11:vaccines11020402. [PMID: 36851277 PMCID: PMC9963931 DOI: 10.3390/vaccines11020402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/07/2023] [Accepted: 02/08/2023] [Indexed: 02/12/2023] Open
Abstract
(1) Background: The HIV-1 latent reservoir harboring replication-competent proviruses is the major barrier in the quest for an HIV-1 infection cure. HIV-1 infection at all stages of disease progression is associated with immune activation and dysfunctional production of proinflammatory soluble factors (cytokines and chemokines), and it is expected that during HIV-1 infection, different immune components and immune cells, in turn, participate in immune responses, subsequently activating downstream biological pathways. However, the functional interaction between HIV-1 integration and the activation of host biological pathways is presently not fully understood. (2) Methods: In this work, I used genes targeted by proviruses from published datasets to seek enriched immunologic signatures and host biological pathways alongside HIV-1 infections based on MSigDb and KEGG over-representation analysis. (3) Results: I observed that different combinations of immunologic signatures of immune cell types and proinflammatory soluble factors appeared alongside HIV-1 infections associated with antiretroviral therapy. Moreover, enriched KEGG pathways were often related to "cancer specific types", "immune system", "infectious disease viral", and "signal transduction". (4) Conclusions: The observations in this work suggest that the gene sets harboring provirus integration sites may define specific immune cells and proinflammatory soluble factors during HIV-1 infections associated with antiretroviral therapy.
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50
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Clark IC, Mudvari P, Thaploo S, Smith S, Abu-Laban M, Hamouda M, Theberge M, Shah S, Ko SH, Pérez L, Bunis DG, Lee JS, Kilam D, Zakaria S, Choi S, Darko S, Henry AR, Wheeler MA, Hoh R, Butrus S, Deeks SG, Quintana FJ, Douek DC, Abate AR, Boritz EA. HIV silencing and cell survival signatures in infected T cell reservoirs. Nature 2023; 614:318-325. [PMID: 36599978 PMCID: PMC9908556 DOI: 10.1038/s41586-022-05556-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 11/11/2022] [Indexed: 01/06/2023]
Abstract
Rare CD4 T cells that contain HIV under antiretroviral therapy represent an important barrier to HIV cure1-3, but the infeasibility of isolating and characterizing these cells in their natural state has led to uncertainty about whether they possess distinctive attributes that HIV cure-directed therapies might exploit. Here we address this challenge using a microfluidic technology that isolates the transcriptomes of HIV-infected cells based solely on the detection of HIV DNA. HIV-DNA+ memory CD4 T cells in the blood from people receiving antiretroviral therapy showed inhibition of six transcriptomic pathways, including death receptor signalling, necroptosis signalling and antiproliferative Gα12/13 signalling. Moreover, two groups of genes identified by network co-expression analysis were significantly associated with HIV-DNA+ cells. These genes (n = 145) accounted for just 0.81% of the measured transcriptome and included negative regulators of HIV transcription that were higher in HIV-DNA+ cells, positive regulators of HIV transcription that were lower in HIV-DNA+ cells, and other genes involved in RNA processing, negative regulation of mRNA translation, and regulation of cell state and fate. These findings reveal that HIV-infected memory CD4 T cells under antiretroviral therapy are a distinctive population with host gene expression patterns that favour HIV silencing, cell survival and cell proliferation, with important implications for the development of HIV cure strategies.
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Affiliation(s)
- Iain C Clark
- Department of Bioengineering and Therapeutic Sciences, School of Pharmacy, University of California, San Francisco, San Francisco, CA, USA
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Bioengineering, California Institute for Quantitative Biosciences, QB3, University of California, Berkeley, Berkeley, CA, USA
| | - Prakriti Mudvari
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Shravan Thaploo
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Samuel Smith
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Mohammad Abu-Laban
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Mehdi Hamouda
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Marc Theberge
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Sakshi Shah
- Department of Bioengineering, California Institute for Quantitative Biosciences, QB3, University of California, Berkeley, Berkeley, CA, USA
| | - Sung Hee Ko
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Liliana Pérez
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Daniel G Bunis
- Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - James S Lee
- Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Divya Kilam
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Saami Zakaria
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Sally Choi
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Samuel Darko
- Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Amy R Henry
- Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Michael A Wheeler
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rebecca Hoh
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Salwan Butrus
- Department of Chemical and Biomolecular Engineering, California Institute for Quantitative Biosciences, QB3, University of California, Berkeley, Berkeley, CA, USA
| | - Steven G Deeks
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Francisco J Quintana
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel C Douek
- Human Immunology Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Adam R Abate
- Department of Bioengineering and Therapeutic Sciences, School of Pharmacy, University of California, San Francisco, San Francisco, CA, USA.
| | - Eli A Boritz
- Virus Persistence and Dynamics Section, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA.
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