1
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Man S, Jansen J, Kroeze S, Geijtenbeek TBH, Kootstra NA. Transcriptomic HIV-1 reservoir profiling reveals a role for mitochondrial functionality in HIV-1 latency. PLoS Pathog 2025; 21:e1012822. [PMID: 39792798 PMCID: PMC11723532 DOI: 10.1371/journal.ppat.1012822] [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: 03/01/2024] [Accepted: 12/10/2024] [Indexed: 01/12/2025] Open
Abstract
Identifying cellular and molecular mechanisms maintaining HIV-1 latency in the viral reservoir is crucial for devising effective cure strategies. Here we developed an innovative flow cytometry-fluorescent in situ hybridization (flow-FISH) approach for direct ex vivo reservoir detection without the need for reactivation using a combination of probes detecting abortive and elongated HIV-1 transcripts. Our flow-FISH assay distinguished between HIV-1-infected CD4+ T cells expressing abortive or elongated HIV-1 transcripts in PBMC from untreated and ART-treated PWH from the Amsterdam Cohort Studies. This flow-FISH method was employed to isolate CD4+ T cells expressing abortive or elongated HIV-1 transcripts from five ART-naïve PWH for transcriptomic analysis by 3' RNA sequencing. Supervised cluster analysis identified several differentially expressed mitochondrial genes in infected CD4+ T cells with abortive HIV-1 transcripts compared to cells containing elongated HIV-1 transcripts. Notably, enhancing mitochondrial function induced HIV-1 transcription in PBMC from PWH. Our data strongly suggests that cellular metabolism is involved in maintaining HIV-1 latency and show that improving mitochondrial functions induces HIV-1 transcriptional activity in PWH. These findings underline the relevance of metabolic regulation in HIV-1 infection, and support the development of strategies modulating immunometabolism to target viral latency.
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Affiliation(s)
- Shirley Man
- Department of Experimental Immunology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
- Amsterdam institute for Immunology and Infectious Diseases, Amsterdam, Netherlands
| | - Jade Jansen
- Department of Experimental Immunology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
- Amsterdam institute for Immunology and Infectious Diseases, Amsterdam, Netherlands
| | - Stefanie Kroeze
- Department of Experimental Immunology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
- Amsterdam institute for Immunology and Infectious Diseases, Amsterdam, Netherlands
| | - Teunis B. H. Geijtenbeek
- Department of Experimental Immunology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
- Amsterdam institute for Immunology and Infectious Diseases, Amsterdam, Netherlands
| | - Neeltje A. Kootstra
- Department of Experimental Immunology, Amsterdam UMC Location University of Amsterdam, Amsterdam, Netherlands
- Amsterdam institute for Immunology and Infectious Diseases, Amsterdam, Netherlands
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2
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Frouard J, Telwatte S, Luo X, Elphick N, Thomas R, Arneson D, Roychoudhury P, Butte AJ, Wong JK, Hoh R, Deeks SG, Lee SA, Roan NR, Yukl S. HIV-SEQ REVEALS GLOBAL HOST GENE EXPRESSION DIFFERENCES BETWEEN HIV-TRANSCRIBING CELLS FROM VIREMIC AND SUPPRESSED PEOPLE WITH HIV. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.17.629023. [PMID: 39763963 PMCID: PMC11702770 DOI: 10.1101/2024.12.17.629023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/18/2025]
Abstract
"Active" reservoir cells transcribing HIV can perpetuate chronic inflammation in virally suppressed people with HIV (PWH) and likely contribute to viral rebound after antiretroviral therapy (ART) interruption, so they represent an important target for new therapies. These cells, however, are difficult to study using single-cell RNA-seq (scRNA-seq) due to their low frequency and low levels of HIV transcripts, which are usually not polyadenylated. Here, we developed "HIV-seq" to enable more efficient capture of HIV transcripts - including non-polyadenylated ones - for scRNA-seq analysis of cells from PWH. By spiking in a set of custom-designed capture sequences targeting conserved regions of the HIV genome during scRNA-seq, we increased our ability to find HIV RNA+ cells from PWH by up to 44%. Implementing HIV-seq in conjunction with surface phenotyping by CITE-seq on paired blood specimens from PWH before vs. after ART suppression, we found that HIV RNA+ cells were enriched among T effector memory (Tem) cells during both viremia and ART suppression, but exhibited a cytotoxic signature during viremia only. By contrast, HIV RNA+ cells from the ART-suppressed timepoints exhibited a distinct anti-inflammatory signature involving elevated TGF-β and diminished IFN signaling. Overall, these findings demonstrate that active reservoir cells exhibit transcriptional features distinct from HIV RNA+ cells during viremia, and underscore HIV-seq as a useful tool to better understand the mechanisms by which HIV-transcribing cells can persist during ART.
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Affiliation(s)
- Julie Frouard
- Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Urology, University of California, San Francisco, CA 94158, USA
| | - Sushama Telwatte
- San Francisco Veterans Affairs (VA) Medical Center and University of California, San Francisco, CA, USA
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute of Infection and Immunity, Melbourne, Australia
| | - Xiaoyu Luo
- Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Urology, University of California, San Francisco, CA 94158, USA
| | | | | | - Douglas Arneson
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Pavitra Roychoudhury
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA; Viral and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Atul J Butte
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Joseph K Wong
- San Francisco Veterans Affairs (VA) Medical Center and University of California, San Francisco, CA, USA
| | - Rebecca Hoh
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, USA
| | - Sulggi A Lee
- Zuckerberg San Francisco General Hospital and the University of California, San Francisco, USA
| | - Nadia R Roan
- Gladstone Institutes, San Francisco, CA 94158, USA
- Department of Urology, University of California, San Francisco, CA 94158, USA
| | - Steven Yukl
- San Francisco Veterans Affairs (VA) Medical Center and University of California, San Francisco, CA, USA
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3
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Ehrenberg PK, Geretz A, Volcic M, Izumi T, Yum L, Waickman A, Shangguan S, Paquin-Proulx D, Creegan M, Bose M, Machmach K, McGraw A, Narahari A, Currier JR, Sacdalan C, Phanuphak N, Apps R, Corley M, Ndhlovu LC, Slike B, Krebs SJ, Anonworanich J, Tovanabutra S, Robb ML, Eller MA, Laird GM, Cyktor J, Daar ES, Crowell TA, Mellors JW, Vasan S, Michael NL, Kirchhoff F, Thomas R. Single-cell analyses reveal that monocyte gene expression profiles influence HIV-1 reservoir size in acutely treated cohorts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.12.623270. [PMID: 39605411 PMCID: PMC11601329 DOI: 10.1101/2024.11.12.623270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Elimination of latent HIV-1 is a major goal of AIDS research but the host factors determining the size of these reservoirs are poorly understood. Here, we investigated whether differences in host gene expression modulate the size of the HIV-1 reservoir during suppressive ART. Peripheral blood mononuclear cells (PBMC) from fourteen individuals initiating ART during acute infection who demonstrated effective viral suppression but varying magnitude of total HIV-1 DNA were characterized by single-cell RNA sequencing (scRNA-seq). Differentially expressed genes and enriched pathways demonstrated increased monocyte activity in participants with undetectable HIV-1 reservoirs. IL1B expression in CD14+ monocytes showed the greatest fold difference. The inverse association of IL1B with reservoir size was validated in an independent cohort comprised of 38 participants with different genetic backgrounds and HIV-1 subtype infections, and further confirmed with intact proviral DNA assay (IPDA®) measurements of intact HIV-1 proviruses in a subset of the samples. Modeling interactions with cell population frequencies showed that monocyte IL1B expression associated inversely with reservoir size in the context of higher frequencies of central memory CD4+ T cells, implicating an indirect effect of IL1B via the cell type well established to be a reservoir for persistent HIV-1. Signatures consisting of co-expressed genes including IL1B were highly enriched in the "TNFα signaling via NF-κB" geneset. Functional analyses in cell culture revealed that IL1B activates NF-κB, thereby promoting productive HIV-1 infection while simultaneously suppressing viral spread, suggesting a natural latency reversing activity to deplete the reservoir in ART treated individuals. Altogether, unbiased high throughput scRNA-seq analyses revealed that monocyte IL1B variation could decrease HIV-1 proviral reservoirs in individuals initiating ART during acute infection.
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Affiliation(s)
- Philip K. Ehrenberg
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Aviva Geretz
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Meta Volcic
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Taisuke Izumi
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
- Department of Biology, College of Arts and Sciences, American University, Washington D.C., USA
- District of Columbia Center for AIDS Research, Washington D.C., USA
- Department of Biology, College of Arts and Sciences, Saint Joseph’s University, Philadelphia, Pennsylvania, USA
| | - Lauren Yum
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Adam Waickman
- Viral Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Shida Shangguan
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Dominic Paquin-Proulx
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Matthew Creegan
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Meera Bose
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Kawthar Machmach
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Aidan McGraw
- Department of Biology, College of Arts and Sciences, American University, Washington D.C., USA
| | - Akshara Narahari
- Department of Biology, College of Arts and Sciences, Saint Joseph’s University, Philadelphia, Pennsylvania, USA
| | - Jeffrey R. Currier
- Viral Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Carlo Sacdalan
- SEARCH Research Foundation, Bangkok, Thailand
- Research Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | - Richard Apps
- NIH Center for Human Immunology, National Institutes of Health, Bethesda, Maryland, USA
| | - Michael Corley
- 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
| | - Bonnie Slike
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Shelly J. Krebs
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Jintanat Anonworanich
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Sodsai Tovanabutra
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Merlin L. Robb
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Michael A. Eller
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | | | - Joshua Cyktor
- Department of Medicine, University of Pittsburgh, Pennsylvania, USA
| | - Eric S. Daar
- Lundquist Institute at Harbor-UCLA Medical Center, Torrance, California, USA
| | - Trevor A. Crowell
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - John W. Mellors
- Department of Medicine, University of Pittsburgh, Pennsylvania, USA
| | - Sandhya Vasan
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Nelson L. Michael
- Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
| | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, Ulm, Germany
| | - Rasmi Thomas
- U.S. Military HIV Research Program, Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
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4
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Wiśniewski J, Więcek K, Ali H, Pyrc K, Kula-Păcurar A, Wagner M, Chen HC. Distinguishable topology of the task-evoked functional genome networks in HIV-1 reservoirs. iScience 2024; 27:111222. [PMID: 39559761 PMCID: PMC11570469 DOI: 10.1016/j.isci.2024.111222] [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: 08/05/2024] [Revised: 10/07/2024] [Accepted: 10/18/2024] [Indexed: 11/20/2024] Open
Abstract
HIV-1 reservoirs display a heterogeneous nature, lodging both intact and defective proviruses. To deepen our understanding of such heterogeneous HIV-1 reservoirs and their functional implications, we integrated basic concepts of graph theory to characterize the composition of HIV-1 reservoirs. Our analysis revealed noticeable topological properties in networks, featuring immunologic signatures enriched by genes harboring intact and defective proviruses, when comparing antiretroviral therapy (ART)-treated HIV-1-infected individuals and elite controllers. The key variable, the rich factor, played a pivotal role in classifying distinct topological properties in networks. The host gene expression strengthened the accuracy of classification between elite controllers and ART-treated patients. Markov chain modeling for the simulation of different graph networks demonstrated the presence of an intrinsic barrier between elite controllers and non-elite controllers. Overall, our work provides a prime example of leveraging genomic approaches alongside mathematical tools to unravel the complexities of HIV-1 reservoirs.
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Affiliation(s)
- Janusz Wiśniewski
- Quantitative Virology Research Group, Population Diagnostics Center, Łukasiewicz Research Network – PORT Polish Center for Technology Development, Stabłowicka 147, 54-066 Wrocław, Poland
| | - Kamil Więcek
- Quantitative Virology Research Group, Population Diagnostics Center, Łukasiewicz Research Network – PORT Polish Center for Technology Development, Stabłowicka 147, 54-066 Wrocław, Poland
| | - Haider Ali
- Molecular Virology Group, Małopolska Centre of Biotechnology, Jagiellonian University, Gronostajowa 7A str, 30-387 Kraków, Poland
- Doctoral School of Exact and Natural Sciences, Jagiellonian University, Łojasiewicza 11, 30-348 Kraków, Poland
| | - Krzysztof Pyrc
- Virogenetics Laboratory of Virology, Małopolska Centre of Biotechnology, Jagiellonian University, Gronostajowa 7A str, 30-387 Kraków, Poland
| | - Anna Kula-Păcurar
- Molecular Virology Group, Małopolska Centre of Biotechnology, Jagiellonian University, Gronostajowa 7A str, 30-387 Kraków, Poland
| | - Marek Wagner
- Innate Immunity Research Group, Life Sciences and Biotechnology Center, Łukasiewicz Research Network – PORT Polish Center for Technology Development, Stabłowicka 147, 54-066 Wrocław, Poland
| | - Heng-Chang Chen
- Quantitative Virology Research Group, Population Diagnostics Center, Łukasiewicz Research Network – PORT Polish Center for Technology Development, Stabłowicka 147, 54-066 Wrocław, Poland
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5
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Shin SW, Mudvari P, Thaploo S, Wheeler MA, Douek DC, Quintana FJ, Boritz EA, Abate AR, Clark IC. FIND-seq: high-throughput nucleic acid cytometry for rare single-cell transcriptomics. Nat Protoc 2024; 19:3191-3218. [PMID: 39039320 PMCID: PMC11537836 DOI: 10.1038/s41596-024-01021-y] [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: 09/09/2023] [Accepted: 05/09/2024] [Indexed: 07/24/2024]
Abstract
Rare cells have an important role in development and disease, and methods for isolating and studying cell subsets are therefore an essential part of biology research. Such methods traditionally rely on labeled antibodies targeted to cell surface proteins, but large public databases and sophisticated computational approaches increasingly define cell subsets on the basis of genomic, epigenomic and transcriptomic sequencing data. Methods for isolating cells on the basis of nucleic acid sequences powerfully complement these approaches by providing experimental access to cell subsets discovered in cell atlases, as well as those that cannot be otherwise isolated, including cells infected with pathogens, with specific DNA mutations or with unique transcriptional or splicing signatures. We recently developed a nucleic acid cytometry platform called 'focused interrogation of cells by nucleic acid detection and sequencing' (FIND-seq), capable of isolating rare cells on the basis of RNA or DNA markers, followed by bulk or single-cell transcriptomic analysis. This platform has previously been used to characterize the splicing-dependent activation of the transcription factor XBP1 in astrocytes and HIV persistence in memory CD4 T cells from people on long-term antiretroviral therapy. Here, we outline the molecular and microfluidic steps involved in performing FIND-seq, including protocol updates that allow detection and whole transcriptome sequencing of rare HIV-infected cells that harbor genetically intact virus genomes. FIND-seq requires knowledge of microfluidics, optics and molecular biology. We expect that FIND-seq, and this comprehensive protocol, will enable mechanistic studies of rare HIV+ cells, as well as other cell subsets that were previously difficult to recover and sequence.
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Affiliation(s)
- Seung Won Shin
- Department of Bioengineering, College of Engineering, 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
| | - Michael A Wheeler
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, 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
| | - Francisco J Quintana
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 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
| | - Adam R Abate
- Department of Bioengineering and Therapeutic Sciences, School of Pharmacy, University of California San Francisco, San Francisco, CA, USA
| | - Iain C Clark
- Department of Bioengineering, College of Engineering, California Institute for Quantitative Biosciences (QB3), University of California Berkeley, Berkeley, CA, USA.
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6
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Bao K, Jiang X, Hu HM, Liu T, Zhang J. DEPICT-seq: Single-Cell Transcriptomic Analysis of Rare Cell Subsets Isolated via Nucleic Acid Cytometry. Anal Chem 2024; 96:16236-16243. [PMID: 39287475 PMCID: PMC11483345 DOI: 10.1021/acs.analchem.4c03075] [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: 06/15/2024] [Revised: 09/09/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024]
Abstract
The ability to dive deep into specific rare cell populations is critical for understanding tissue physiology and pathology across various biological domains. As single-cell RNA-seq flourishes, many newly discovered cell subtypes are defined by their transcriptomic markers. However, our ability to retrieve and analyze cells based on their nucleic acid markers remains underdeveloped. Here, we present Double Emulsion PCR-Initiated Cell sorting and Transcriptomic Sequencing (DEPICT-seq), a high-throughput droplet nucleic acid cytometry method that integrates batch cell fixation for cellular information preservation, double emulsion digital PCR-based cell sorting to target nucleic acid markers of interest, and in-depth full-length transcriptomic analyses at single-cell resolution. We utilize DEPICT-seq to isolate and characterize T cell receptor (TCR)-engineered T cells within a mixed population and also demonstrate a variation of the workflow by incorporating an RNase H-dependent PCR step to enrich full-length TCR sequences for paired single-cell TCR sequencing and transcriptomic profiling.
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Affiliation(s)
- Kaixuan Bao
- State
Key Laboratory of Genetic Engineering, Human Phenome Institute, Department
of Endocrinology and Metabolism, School of Life Sciences, Zhongshan
Hospital, Fudan University, Shanghai 200438, China
| | | | - Hong-min Hu
- ImmuXell
Biotech Ltd., Shanghai 201315, China
| | - Tiemin Liu
- State
Key Laboratory of Genetic Engineering, Human Phenome Institute, Department
of Endocrinology and Metabolism, School of Life Sciences, Zhongshan
Hospital, Fudan University, Shanghai 200438, China
- School
of Life Sciences, Inner Mongolia University, Hohhot, Inner Mongolia 010020, China
| | - Jingwei Zhang
- State
Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai 200438, China
- School
of Exercise and Health, Shanghai University
of Sport, Shanghai 200438, China
- Zhejiang
Lab, Hangzhou, Zhejiang 311121, China
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7
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Schlachetzki JC, Gianella S, Ouyang Z, Lana AJ, Yang X, O'Brien S, Challacombe JF, Gaskill PJ, Jordan-Sciutto KL, Chaillon A, Moore D, Achim CL, Ellis RJ, Smith DM, Glass CK. Gene expression and chromatin conformation of microglia in virally suppressed people with HIV. Life Sci Alliance 2024; 7:e202402736. [PMID: 39060113 PMCID: PMC11282357 DOI: 10.26508/lsa.202402736] [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: 03/25/2024] [Revised: 07/14/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
The presence of HIV in sequestered reservoirs is a central impediment to a functional cure, allowing HIV to persist despite life-long antiretroviral therapy (ART), and driving a variety of comorbid conditions. Our understanding of the latent HIV reservoir in the central nervous system is incomplete, because of difficulties in accessing human central nervous system tissues. Microglia contribute to HIV reservoirs, but the molecular phenotype of HIV-infected microglia is poorly understood. We leveraged the unique "Last Gift" rapid autopsy program, in which people with HIV are closely followed until days or even hours before death. Microglial populations were heterogeneous regarding their gene expression profiles but showed similar chromatin accessibility landscapes. Despite ART, we detected occasional microglia containing cell-associated HIV RNA and HIV DNA integrated into open regions of the host's genome (∼0.005%). Microglia with detectable HIV RNA showed an inflammatory phenotype. These results demonstrate a distinct myeloid cell reservoir in the brains of people with HIV despite suppressive ART. Strategies for curing HIV and neurocognitive impairment will need to consider the myeloid compartment to be successful.
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Affiliation(s)
- Johannes Cm Schlachetzki
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
- Department of Neurosciences, University of California San Diego, San Diego, CA, USA
| | - Sara Gianella
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Zhengyu Ouyang
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Addison J Lana
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Xiaoxu Yang
- Department of Human Genetics, University of Utah, Salt Lake City, UT, USA
| | - Sydney O'Brien
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Jean F Challacombe
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
| | - Peter J Gaskill
- Department of Pharmacology and Physiology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Kelly L Jordan-Sciutto
- Department of Oral Medicine, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Antoine Chaillon
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - David Moore
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Cristian L Achim
- Department of Pathology, University of California San Diego, San Diego, CA, USA
| | - Ronald J Ellis
- Department of Neurosciences, University of California San Diego, San Diego, CA, USA
| | - Davey M Smith
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, USA
| | - Christopher K Glass
- Department of Cellular and Molecular Medicine, University of California San Diego, San Diego, CA, USA
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8
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Prigann J, Tavora R, Furler O'Brien RL, Schulze-Gahmen U, Boehm D, Roan NR, Nixon DF, Ndhlovu LC, Valente S, Ott M. Silencing the transcriptionally active HIV reservoir to improve treatment outcomes. Nat Microbiol 2024; 9:2470-2472. [PMID: 39289508 DOI: 10.1038/s41564-024-01816-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Affiliation(s)
- Julia Prigann
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA
| | - Rubens Tavora
- Department of Immunology and Microbiology, The Herbert Wertheim UF Scripps Research Institute for Biomedical Innovation and Technology, University of Florida, Jupiter, FL, USA
- The Skaggs Graduate School of Chemical and Biological Sciences, The Scripps Research Institute, Jupiter, FL, USA
| | - Robert L Furler O'Brien
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | | | - Daniela Boehm
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA
| | - Nadia R Roan
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA
- Department of Urology, University of California San Francisco, San Francisco, CA, USA
| | - Douglas F Nixon
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Lishomwa C Ndhlovu
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
| | - Susana Valente
- Department of Immunology and Microbiology, The Herbert Wertheim UF Scripps Research Institute for Biomedical Innovation and Technology, University of Florida, Jupiter, FL, USA.
- The Skaggs Graduate School of Chemical and Biological Sciences, The Scripps Research Institute, Jupiter, FL, USA.
| | - Melanie Ott
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, CA, USA.
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA.
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9
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Howard JN, Levinger C, Deletsu S, Fromentin R, Chomont N, Bosque A. Isotretinoin promotes elimination of translation-competent HIV latent reservoirs in CD4T cells. PLoS Pathog 2024; 20:e1012601. [PMID: 39401241 PMCID: PMC11501018 DOI: 10.1371/journal.ppat.1012601] [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: 07/02/2024] [Revised: 10/24/2024] [Accepted: 09/18/2024] [Indexed: 10/26/2024] Open
Abstract
Development of novel therapeutic strategies that reactivate latent HIV and sensitize reactivated cells to apoptosis is crucial towards elimination of the latent viral reservoir. Among the clinically relevant latency reversing agents (LRA) under investigation, the γc-cytokine IL-15 and the superagonist N-803 have been shown to reactivate latent HIV ex vivo and in vivo. However, their clinical benefit can be hindered by IL-15 promoting survival of infected cells. We previously identified a small molecule, HODHBt, that sensitizes latently infected cells to death upon reactivation with γc-cytokines through a STAT-dependent pathway. In here, we aimed to identify and evaluate FDA-approved compounds that could also sensitize HIV-infected cells to apoptosis. Using the Connectivity Map (CMap), we identified the retinol derivative 13-cis-retinoic acid (Isotretinoin) causes similar transcriptional changes as HODHBt. Isotretinoin enhances IL-15-mediated latency reversal without inducing proliferation of memory CD4 T cells. Ex vivo analysis of PBMCs from ACTG A5325, where Isotretinoin was administered to ART-suppressed people with HIV, showed that Isotretinoin treatment enhances IL-15-mediated latency reversal. Furthermore, we showed that a combination of IL-15 with Isotretinoin promotes the reduction of translation-competent reservoirs ex vivo. Mechanistically, combination of IL-15 and Isotretinoin increases caspase-3 activation specifically in HIV-infected cells but not uninfected cells. Our results suggest that Isotretinoin can be a novel approach to target and eliminate translation-competent HIV reservoirs.
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Affiliation(s)
- J. Natalie Howard
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington DC, United States of America
| | - Callie Levinger
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington DC, United States of America
| | - Selase Deletsu
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington DC, United States of America
| | - Rémi Fromentin
- Centre de recherche du CHUM et Département de microbiologie, infectiologie et immunologie, Université de Montréal, Montréal, Canada
| | - Nicolas Chomont
- Centre de recherche du CHUM et Département de microbiologie, infectiologie et immunologie, Université de Montréal, Montréal, Canada
| | - Alberto Bosque
- Department of Microbiology, Immunology, and Tropical Medicine, George Washington University, Washington DC, United States of America
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10
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Capoferri AA, Wiegand A, Hong F, Jacobs JL, Spindler J, Musick A, Bale MJ, Shao W, Sobolewski MD, Cillo AR, Luke BT, Fennessey CM, Gorelick RJ, Hoh R, Halvas EK, Deeks SG, Coffin JM, Mellors JW, Kearney MF. HIV-1 control in vivo is related to the number but not the fraction of infected cells with viral unspliced RNA. Proc Natl Acad Sci U S A 2024; 121:e2405210121. [PMID: 39190360 PMCID: PMC11388345 DOI: 10.1073/pnas.2405210121] [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: 03/15/2024] [Accepted: 07/22/2024] [Indexed: 08/28/2024] Open
Abstract
In the absence of antiretroviral therapy (ART), a subset of individuals, termed HIV controllers, have levels of plasma viremia that are orders of magnitude lower than non-controllers (NC) who are at higher risk for HIV disease progression. In addition to having fewer infected cells resulting in fewer cells with HIV RNA, it is possible that lower levels of plasma viremia in controllers are due to a lower fraction of the infected cells having HIV-1 unspliced RNA (HIV usRNA) compared with NC. To directly test this possibility, we used sensitive and quantitative single-cell sequencing methods to compare the fraction of infected cells that contain one or more copies of HIV usRNA in peripheral blood mononuclear cells (PBMC) obtained from controllers and NC. The fraction of infected cells containing HIV usRNA did not differ between the two groups. Rather, the levels of viremia were strongly associated with the total number of infected cells that had HIV usRNA, as reported by others, with controllers having 34-fold fewer infected cells per million PBMC. These results reveal that viremic control is not associated with a lower fraction of proviruses expressing HIV usRNA, unlike what is reported for elite controllers, but is only related to having fewer infected cells overall, maybe reflecting greater immune clearance of infected cells. Our findings show that proviral silencing is not a key mechanism for viremic control and will help to refine strategies toward achieving HIV remission without ART.
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Affiliation(s)
- Adam A Capoferri
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702
- Department of Microbiology and Immunology, Georgetown University, Washington, DC 20007
| | - Ann Wiegand
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702
| | - Feiyu Hong
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213
| | - Jana L Jacobs
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213
| | - Jonathan Spindler
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702
| | - Andrew Musick
- Leidos Biomedical Research, Inc., Frederick National Laboratories for Cancer Research, Frederick, MD 21702
| | - Michael J Bale
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702
- Laboratory of Epigenetics and Immunity, Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10065
| | - Wei Shao
- Leidos Biomedical Research, Inc., Frederick National Laboratories for Cancer Research, Frederick, MD 21702
| | - Michele D Sobolewski
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213
| | - Anthony R Cillo
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261
| | - Brian T Luke
- Leidos Biomedical Research, Inc., Frederick National Laboratories for Cancer Research, Frederick, MD 21702
| | - Christine M Fennessey
- AIDS and Cancer Virus Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702
| | - Robert J Gorelick
- AIDS and Cancer Virus Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702
| | - Rebecca Hoh
- Department of Medicine, University of California, San Francisco, CA 94143
| | - Elias K Halvas
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213
| | - Steven G Deeks
- Department of Medicine, University of California, San Francisco, CA 94143
| | - John M Coffin
- Department of Molecular Biology and Microbiology, Tufts University, Boston, MA 02111
| | - John W Mellors
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213
| | - Mary F Kearney
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, MD 21702
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11
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Margolis DM. Advancing Toward a Human Immunodeficiency Virus Cure: Initial Progress on a Difficult Path. Infect Dis Clin North Am 2024; 38:487-497. [PMID: 38969530 PMCID: PMC11410351 DOI: 10.1016/j.idc.2024.06.001] [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: 07/07/2024]
Abstract
Therapies to eradicate human immunodeficiency virus (HIV) infection, sparing lifelong antiviral therapy, are a still-distant goal. But significant advances have been made to reverse HIV latency while antiretroviral therapy (ART) is maintained to allow targeting of the persistent viral reservoir, to test interventions that could clear cells emerging from latent infection, and to improve HIV cure research assays and infrastructure. Steady progress gives hope that future therapies to clear HIV infection may relieve individuals and society of the burden of HIV.
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Affiliation(s)
- David M Margolis
- Medicine, Microbiology & Immunology, Epidemiology; UNC HIV Cure Center; University of North Carolina at Chapel Hill, 2016 Genetic Medicine Building, 120 Mason Farm Road, CB 7042, Chapel Hill, NC 27599-7042, USA.
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12
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Janssens J, Kim P, Kim SJ, Wedrychowski A, Kadiyala GN, Hunt PW, Deeks SG, Wong JK, Yukl SA. Mechanisms and efficacy of small molecule latency-promoting agents to inhibit HIV reactivation ex vivo. JCI Insight 2024; 9:e183084. [PMID: 39163135 PMCID: PMC11466185 DOI: 10.1172/jci.insight.183084] [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: 05/23/2024] [Accepted: 08/07/2024] [Indexed: 08/22/2024] Open
Abstract
Drugs that inhibit HIV transcription and/or reactivation of latent HIV have been proposed as a strategy to reduce HIV-associated immune activation or to achieve a functional cure, yet comparative studies are lacking. We evaluated 26 drugs, including drugs previously reported to inhibit HIV transcription (inhibitors of Tat-dependent HIV transcription, Rev, HSF-1/PTEF-b, HSP90, Jak/Stat, or SIRT1/Tat deacetylation) and other agents that were not tested before (inhibitors of PKC, NF-κB, SP-1, or histone acetyltransferase; NR2F1 agonists), elongation (inhibitors of CDK9/ PTEF-b), completion (inhibitors of PolyA-polymerase), or splicing (inhibitors of human splice factors). To investigate if those drugs would vary in their ability to affect different blocks to HIV transcription, we measured levels of initiated, elongated, midtranscribed, completed, and multiply spliced HIV RNA in PBMCs from antiretroviral therapy-suppressed individuals following ex vivo treatment with each drug and subsequent T cell activation. We identified new drugs that prevent HIV reactivation, including CDK and splicing inhibitors. While some drugs inhibited 1 or 2 steps, other drugs (CDK inhibitors, splicing inhibitors, tanespimycin, and triptolide) inhibited multiple stages of HIV transcription and blocked the production of supernatant viral RNA. These drugs and targets deserve further study in strategies aimed at reducing HIV-associated immune activation or achieving a functional cure.
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Affiliation(s)
- Julie Janssens
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Peggy Kim
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Sun Jin Kim
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Adam Wedrychowski
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Gayatri N. Kadiyala
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Peter W. Hunt
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
| | - Steven G. Deeks
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
| | - Joseph K. Wong
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Steven A. Yukl
- Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA
- Department of Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
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13
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Li H, Liu H, Zhu D, Dou C, Gang B, Zhang M, Wan Z. Biological function molecular pathways and druggability of DNMT2/TRDMT1. Pharmacol Res 2024; 205:107222. [PMID: 38782147 DOI: 10.1016/j.phrs.2024.107222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 05/16/2024] [Accepted: 05/17/2024] [Indexed: 05/25/2024]
Abstract
5-methylcytosine (m5C) is among the most common epigenetic modification in DNA and RNA molecules, and plays an important role in the animal development and disease pathogenesis. Interestingly, unlike other m5C DNA methyltransferases (DNMTs), DNMT2/TRDMT1 has the double-substrate specificity and adopts a DNMT-similar catalytic mechanism to methylate RNA. Moreover, it is widely involved in a variety of physiological regulatory processes, such as the gene expression, precise protein synthesis, immune response, and disease occurrence. Thus, comprehending the epigenetic mechanism and function of DNMT2/TRDMT1 will probably provide new strategies to treat some refractory diseases. Here, we discuss recent studies on the spatiotemporal expression pattern and post-translational modifications of DNMT2/TRDMT1, and summarize the research advances in substrate characteristics, catalytic recognition mechanism, DNMT2/TRDMT1-related genes or proteins, pharmacological application, and inhibitor development. This review will shed light on the pharmacological design by targeting DNMT2/TRDMT1 to treat parasitic, viral and oncologic diseases.
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Affiliation(s)
- Huari Li
- Department of Biochemistry and Molecular Biology, College of Laboratory Medicine, Anhui Province Key Laboratory of Cancer Translational Medicine, and The First Affiliated Hospital of Bengbu Medical University, Bengbu Medical University, No.2600 Donghai Avenue, Bengbu, Anhui Province 233030, PR China; College of Veterinary Medicine, Huazhong Agricultural University, No.1 Shizishan Street, Wuhan, Hubei Province 430070, PR China.
| | - Huiru Liu
- Department of Biochemistry and Molecular Biology, College of Laboratory Medicine, Anhui Province Key Laboratory of Cancer Translational Medicine, and The First Affiliated Hospital of Bengbu Medical University, Bengbu Medical University, No.2600 Donghai Avenue, Bengbu, Anhui Province 233030, PR China
| | - Daiyun Zhu
- College of Veterinary Medicine, Huazhong Agricultural University, No.1 Shizishan Street, Wuhan, Hubei Province 430070, PR China; State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, PR China
| | - Chengli Dou
- Department of Biochemistry and Molecular Biology, College of Laboratory Medicine, Anhui Province Key Laboratory of Cancer Translational Medicine, and The First Affiliated Hospital of Bengbu Medical University, Bengbu Medical University, No.2600 Donghai Avenue, Bengbu, Anhui Province 233030, PR China
| | - Baocai Gang
- Department of Biochemistry and Molecular Biology, College of Laboratory Medicine, Anhui Province Key Laboratory of Cancer Translational Medicine, and The First Affiliated Hospital of Bengbu Medical University, Bengbu Medical University, No.2600 Donghai Avenue, Bengbu, Anhui Province 233030, PR China
| | - Mengjie Zhang
- Department of Biochemistry and Molecular Biology, College of Laboratory Medicine, Anhui Province Key Laboratory of Cancer Translational Medicine, and The First Affiliated Hospital of Bengbu Medical University, Bengbu Medical University, No.2600 Donghai Avenue, Bengbu, Anhui Province 233030, PR China
| | - Ziyu Wan
- Department of Biochemistry and Molecular Biology, College of Laboratory Medicine, Anhui Province Key Laboratory of Cancer Translational Medicine, and The First Affiliated Hospital of Bengbu Medical University, Bengbu Medical University, No.2600 Donghai Avenue, Bengbu, Anhui Province 233030, PR China
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14
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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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15
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Leal-Alves C, Deng Z, Kermeci N, Shih SCC. Integrating microfluidics and synthetic biology: advancements and diverse applications across organisms. LAB ON A CHIP 2024; 24:2834-2860. [PMID: 38712893 DOI: 10.1039/d3lc01090b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Synthetic biology is the design and modification of biological systems for specific functions, integrating several disciplines like engineering, genetics, and computer science. The field of synthetic biology is to understand biological processes within host organisms through the manipulation and regulation of their genetic pathways and the addition of biocontrol circuits to enhance their production capabilities. This pursuit serves to address global challenges spanning diverse domains that are difficult to tackle through conventional routes of production. Despite its impact, achieving precise, dynamic, and high-throughput manipulation of biological processes is still challenging. Microfluidics offers a solution to those challenges, enabling controlled fluid handling at the microscale, offering lower reagent consumption, faster analysis of biochemical reactions, automation, and high throughput screening. In this review, we diverge from conventional focus on automating the synthetic biology design-build-test-learn cycle, and instead, focus on microfluidic platforms and their role in advancing synthetic biology through its integration with host organisms - bacterial cells, yeast, fungi, animal cells - and cell-free systems. The review illustrates how microfluidic devices have been instrumental in understanding biological systems by showcasing microfluidics as an essential tool to create synthetic genetic circuits, pathways, and organisms within controlled environments. In conclusion, we show how microfluidics expedite synthetic biology applications across diverse domains including but not limited to personalized medicine, bioenergy, and agriculture.
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Affiliation(s)
- Chiara Leal-Alves
- Centre for Applied Synthetic Biology, Concordia University, 7141 Sherbrooke St. W, Montréal, QC, H4B1R6 Canada.
- Department of Electrical and Computer Engineering, Concordia University, 1515 Ste-Catherine St. W, Montréal, QC, H3G1M8 Canada
| | - Zhiyang Deng
- Centre for Applied Synthetic Biology, Concordia University, 7141 Sherbrooke St. W, Montréal, QC, H4B1R6 Canada.
- Department of Electrical and Computer Engineering, Concordia University, 1515 Ste-Catherine St. W, Montréal, QC, H3G1M8 Canada
| | - Natalia Kermeci
- Centre for Applied Synthetic Biology, Concordia University, 7141 Sherbrooke St. W, Montréal, QC, H4B1R6 Canada.
- Department of Biology, Concordia University, 7141 Sherbrooke St. W, Montréal, QC, H4B1R6 Canada
| | - Steve C C Shih
- Centre for Applied Synthetic Biology, Concordia University, 7141 Sherbrooke St. W, Montréal, QC, H4B1R6 Canada.
- Department of Electrical and Computer Engineering, Concordia University, 1515 Ste-Catherine St. W, Montréal, QC, H3G1M8 Canada
- Department of Biology, Concordia University, 7141 Sherbrooke St. W, Montréal, QC, H4B1R6 Canada
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16
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Wang M, Yoon J, Reisert H, Das B, Orlinick B, Chiarella J, Halvas EK, Mellors J, Pang AP, Barakat LA, Fikrig M, Cyktor J, Kluger Y, Spudich S, Corley MJ, Farhadian SF. HIV-1-infected T cell clones are shared across cerebrospinal fluid and blood during ART. JCI Insight 2024; 9:e176208. [PMID: 38587074 PMCID: PMC11128194 DOI: 10.1172/jci.insight.176208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 02/27/2024] [Indexed: 04/09/2024] Open
Abstract
The central nervous system HIV reservoir is incompletely understood and is a major barrier to HIV cure. We profiled people with HIV (PWH) and uninfected controls through single-cell transcriptomic and T cell receptor (TCR) sequencing to understand the dynamics of HIV persistence in the CNS. In PWH on ART, we found that most participants had single cells containing HIV-1 RNA, which was found predominantly in CD4 central memory T cells, in both cerebrospinal fluid (CSF) and blood. HIV-1 RNA-containing cells were found more frequently in CSF than blood, indicating a higher burden of reservoir cells in the CNS than blood for some PWH. Most CD4 T cell clones containing infected cells were compartment specific, while some (22%) - including rare clones with members of the clone containing detectable HIV RNA in both blood and CSF - were found in both CSF and blood. These results suggest that infected T cells trafficked between tissue compartments and that maintenance and expansion of infected T cell clones contributed to the CNS reservoir in PWH on ART.
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Affiliation(s)
- Meng Wang
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut, USA
| | | | | | | | | | - Jennifer Chiarella
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Elias K. Halvas
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John Mellors
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Alina P.S. Pang
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, New York, USA
| | | | | | - Joshua Cyktor
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Yuval Kluger
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Serena Spudich
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Michael J. Corley
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine, New York City, New York, USA
| | - Shelli F. Farhadian
- Section of Infectious Diseases, and
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
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17
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Reda O, Monde K, Sugata K, Rahman A, Sakhor W, Rajib SA, Sithi SN, Tan BJY, Niimura K, Motozono C, Maeda K, Ono M, Takeuchi H, Satou Y. HIV-Tocky system to visualize proviral expression dynamics. Commun Biol 2024; 7:344. [PMID: 38509308 PMCID: PMC10954732 DOI: 10.1038/s42003-024-06025-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 03/07/2024] [Indexed: 03/22/2024] Open
Abstract
Determinants of HIV-1 latency establishment are yet to be elucidated. HIV reservoir comprises a rare fraction of infected cells that can survive host and virus-mediated killing. In vitro reporter models so far offered a feasible means to inspect this population, but with limited capabilities to dissect provirus silencing dynamics. Here, we describe a new HIV reporter model, HIV-Timer of cell kinetics and activity (HIV-Tocky) with dual fluorescence spontaneous shifting to reveal provirus silencing and reactivation dynamics. This unique feature allows, for the first time, identifying two latent populations: a directly latent, and a recently silenced subset, with the latter having integration features suggestive of stable latency. Our proposed model can help address the heterogeneous nature of HIV reservoirs and offers new possibilities for evaluating eradication strategies.
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Affiliation(s)
- Omnia Reda
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
- Microbiology Department, High Institute of Public Health, Alexandria University, Alexandria, Egypt
| | - Kazuaki Monde
- Department of Microbiology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kenji Sugata
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Akhinur Rahman
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Wajihah Sakhor
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Samiul Alam Rajib
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Sharmin Nahar Sithi
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Benjy Jek Yang Tan
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Koki Niimura
- School of Medicine, Kumamoto University, Kumamoto, Japan
| | - Chihiro Motozono
- Division of Infection and Immunology, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Kenji Maeda
- Division of Antiviral Therapy, Joint Research Center for Human Retrovirus Infection, Kagoshima University, Kagoshima, Japan
| | - Masahiro Ono
- Department of Life Sciences, Imperial College London, London, UK
| | - Hiroaki Takeuchi
- Department of High-risk Infectious Disease Control, Tokyo Medical and Dental University (TMDU), Tokyo, Japan
| | - Yorifumi Satou
- Division of Genomics and Transcriptomics, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan.
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18
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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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Harper J, Betts MR, Lichterfeld M, Müller-Trutwin M, Margolis D, Bar KJ, Li JZ, McCune JM, Lewin SR, Kulpa D, Ávila-Ríos S, Diallo DD, Lederman MM, Paiardini M. Erratum to: Progress Note 2024: Curing HIV; Not in My Lifetime or Just Around the Corner? Pathog Immun 2024; 8:179-222. [PMID: 38505662 PMCID: PMC10949969 DOI: 10.20411/pai.v8i2.696] [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: 03/11/2024] [Accepted: 03/11/2024] [Indexed: 03/21/2024] Open
Abstract
[This corrects the article DOI: 10.20411/pai.v8i2.665.].
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Affiliation(s)
- Justin Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
| | - Michael R. Betts
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts
- Infectious Disease Division, Brigham and Women's Hospital, Boston, Massachusetts
| | - Michaela Müller-Trutwin
- HIV Inflammation and Persistence Unit, Institut Pasteur, Université Paris-Cité, Paris, France
| | - David Margolis
- Division of Infectious Diseases, Center for AIDS Research, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina
| | - Katharine J. Bar
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jonathan Z. Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joseph M. McCune
- HIV Frontiers, Global Health Accelerator, Bill & Melinda Gates Foundation
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Australia
| | - Deanna Kulpa
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Santiago Ávila-Ríos
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | | | - Michael M. Lederman
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
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20
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Pieren DKJ, Benítez-Martínez A, Genescà M. Targeting HIV persistence in the tissue. Curr Opin HIV AIDS 2024; 19:69-78. [PMID: 38169333 DOI: 10.1097/coh.0000000000000836] [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: 01/05/2024]
Abstract
PURPOSE OF REVIEW The complex nature and distribution of the HIV reservoir in tissue of people with HIV remains one of the major obstacles to achieve the elimination of HIV persistence. Challenges include the tissue-specific states of latency and viral persistence, which translates into high levels of reservoir heterogeneity. Moreover, the best strategies to reach and eliminate these reservoirs may differ based on the intrinsic characteristics of the cellular and anatomical reservoir to reach. RECENT FINDINGS While major focus has been undertaken for lymphoid tissues and follicular T helper cells, evidence of viral persistence in HIV and non-HIV antigen-specific CD4 + T cells and macrophages resident in multiple tissues providing long-term protection presents new challenges in the quest for an HIV cure. Considering the microenvironments where these cellular reservoirs persist opens new venues for the delivery of drugs and immunotherapies to target these niches. New tools, such as single-cell RNA sequencing, CRISPR screenings, mRNA technology or tissue organoids are quickly developing and providing detailed information about the complex nature of the tissue reservoirs. SUMMARY Targeting persistence in tissue reservoirs represents a complex but essential step towards achieving HIV cure. Combinatorial strategies, particularly during the early phases of infection to impact initial reservoirs, capable of reaching and reactivating multiple long-lived reservoirs in the body may lead the path.
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Affiliation(s)
- Daan K J Pieren
- Infectious Diseases Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
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21
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Harper J, Betts MR, Lichterfeld M, Müller-Trutwin M, Margolis D, Bar KJ, Li JZ, McCune JM, Lewin SR, Kulpa D, Ávila-Ríos S, Diallo DD, Lederman MM, Paiardini M. Progress Note 2024: Curing HIV; Not in My Lifetime or Just Around the Corner? Pathog Immun 2024; 8:115-157. [PMID: 38455668 PMCID: PMC10919397 DOI: 10.20411/pai.v8i2.665] [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: 01/03/2024] [Accepted: 02/14/2024] [Indexed: 03/09/2024] Open
Abstract
Once a death sentence, HIV is now considered a manageable chronic disease due to the development of antiretroviral therapy (ART) regimens with minimal toxicity and a high barrier for genetic resistance. While highly effective in arresting AIDS progression and rendering the virus untransmissible in people living with HIV (PLWH) with undetectable viremia (U=U) [1, 2]), ART alone is incapable of eradicating the "reservoir" of resting, latently infected CD4+ T cells from which virus recrudesces upon treatment cessation. As of 2022 estimates, there are 39 million PLWH, of whom 86% are aware of their status and 76% are receiving ART [3]. As of 2017, ART-treated PLWH exhibit near normalized life expectancies without adjustment for socioeconomic differences [4]. Furthermore, there is a global deceleration in the rate of new infections [3] driven by expanded access to pre-exposure prophylaxis (PrEP), HIV testing in vulnerable populations, and by ART treatment [5]. Therefore, despite outstanding issues pertaining to cost and access in developing countries, there is strong enthusiasm that aggressive testing, treatment, and effective viral suppression may be able to halt the ongoing HIV epidemic (ie, UNAIDS' 95-95-95 targets) [6-8]; especially as evidenced by recent encouraging observations in Sydney [9]. Despite these promising efforts to limit further viral transmission, for PLWH, a "cure" remains elusive; whether it be to completely eradicate the viral reservoir (ie, cure) or to induce long-term viral remission in the absence of ART (ie, control; Figure 1). In a previous salon hosted by Pathogens and Immunity in 2016 [10], some researchers were optimistic that a cure was a feasible, scalable goal, albeit with no clear consensus on the best route. So, how are these cure strategies panning out? In this commentary, 8 years later, we will provide a brief overview on recent advances and failures towards identifying determinants of viral persistence and developing a scalable cure for HIV. Based on these observations, and as in the earlier salon, we have asked several prominent HIV cure researchers for their perspectives.
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Affiliation(s)
- Justin Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
| | - Michael R. Betts
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts
- Infectious Disease Division, Brigham and Women's Hospital, Boston, Massachusetts
| | - Michaela Müller-Trutwin
- HIV Inflammation and Persistence Unit, Institut Pasteur, Université Paris-Cité, Paris, France
| | - David Margolis
- Division of Infectious Diseases, Center for AIDS Research, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina
| | - Katharine J. Bar
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jonathan Z. Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joseph M. McCune
- HIV Frontiers, Global Health Accelerator, Bill & Melinda Gates Foundation
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Australia
| | - Deanna Kulpa
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Santiago Ávila-Ríos
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | | | - Michael M. Lederman
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
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22
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Reeves DB, Rigau DN, Romero A, Zhang H, Simonetti FR, Varriale J, Hoh R, Zhang L, Smith KN, Montaner LJ, Rubin LH, Gange SJ, Roan NR, Tien PC, Margolick JB, Peluso MJ, Deeks SG, Schiffer JT, Siliciano JD, Siliciano RF, Antar AAR. Mild HIV-specific selective forces overlaying natural CD4+ T cell dynamics explain the clonality and decay dynamics of HIV reservoir cells. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.13.24302704. [PMID: 38405967 PMCID: PMC10888981 DOI: 10.1101/2024.02.13.24302704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
The latent reservoir of HIV persists for decades in people living with HIV (PWH) on antiretroviral therapy (ART). To determine if persistence arises from the natural dynamics of memory CD4+ T cells harboring HIV, we compared the clonal dynamics of HIV proviruses to that of memory CD4+ T cell receptors (TCRβ) from the same PWH and from HIV-seronegative people. We show that clonal dominance of HIV proviruses and antigen-specific CD4+ T cells are similar but that the field's understanding of the persistence of the less clonally dominant reservoir is significantly limited by undersampling. We demonstrate that increasing reservoir clonality over time and differential decay of intact and defective proviruses cannot be explained by mCD4+ T cell kinetics alone. Finally, we develop a stochastic model of TCRβ and proviruses that recapitulates experimental observations and suggests that HIV-specific negative selection mediates approximately 6% of intact and 2% of defective proviral clearance. Thus, HIV persistence is mostly, but not entirely, driven by natural mCD4+ T cell kinetics.
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Amahong K, Zhang W, Liu Y, Li T, Huang S, Han L, Tao L, Zhu F. RVvictor: Virus RNA-directed molecular interactions for RNA virus infection. Comput Biol Med 2024; 169:107886. [PMID: 38157777 DOI: 10.1016/j.compbiomed.2023.107886] [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: 08/06/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 01/03/2024]
Abstract
RNA viruses are major human pathogens that cause seasonal epidemics and occasional pandemic outbreaks. Due to the nature of their RNA genomes, it is anticipated that virus's RNA interacts with host protein (INTPRO), messenger RNA (INTmRNA), and non-coding RNA (INTncRNA) to perform their particular functions during their transcription and replication. In other words, thus, it is urgently needed to have such valuable data on virus RNA-directed molecular interactions (especially INTPROs), which are highly anticipated to attract broad research interests in the fields of RNA virus translation and replication. In this study, a new database was constructed to describe the virus RNA-directed interaction (INTPRO, INTmRNA, INTncRNA) for RNA virus (RVvictor). This database is unique in a) unambiguously characterizing the interactions between viruses RNAs and host proteins, b) providing, for the first time, the most systematic RNA-directed interaction data resources in providing clues to understand the molecular mechanisms of RNA viruses' translation, and replication, and c) in RVvictor, comprehensive enrichment analysis is conducted for each virus RNA based on its associated target genes/proteins, and the enrichment results were explicitly illustrated using various graphs. We found significant enrichment of a suite of pathways related to infection, translation, and replication, e.g., HIV infection, coronavirus disease, regulation of viral genome replication, and so on. Due to the devastating and persistent threat posed by the RNA virus, RVvictor constructed, for the first time, a possible network of cross-talk in RNA-directed interaction, which may ultimately explain the pathogenicity of RNA virus infection. The knowledge base might help develop new anti-viral therapeutic targets in the future. It's now free and publicly accessible at: https://idrblab.org/rvvictor/.
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Affiliation(s)
- Kuerbannisha Amahong
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, 310058, China; Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, 330110, China
| | - Wei Zhang
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, 310058, China; Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, 330110, China
| | - Yuhong Liu
- Key Laboratory of Elemene Class Anti-cancer Chinese Medicines, School of Pharmacy, Hangzhou Normal University, Hangzhou, 311121, China
| | - Teng Li
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, 310058, China
| | - Shijie Huang
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, 310058, China; Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, 330110, China
| | - Lianyi Han
- Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, Shanghai, 315211, China.
| | - Lin Tao
- Key Laboratory of Elemene Class Anti-cancer Chinese Medicines, School of Pharmacy, Hangzhou Normal University, Hangzhou, 311121, China.
| | - Feng Zhu
- College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, 310058, China; Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, 330110, China.
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24
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Jackson-Jones KA, McKnight Á, Sloan RD. The innate immune factor RPRD2/REAF and its role in the Lv2 restriction of HIV. mBio 2023; 14:e0257221. [PMID: 37882563 PMCID: PMC10746242 DOI: 10.1128/mbio.02572-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2023] Open
Abstract
Intracellular innate immunity involves co-evolved antiviral restriction factors that specifically inhibit infecting viruses. Studying these restrictions has increased our understanding of viral replication, host-pathogen interactions, and pathogenesis, and represent potential targets for novel antiviral therapies. Lentiviral restriction 2 (Lv2) was identified as an unmapped early-phase restriction of HIV-2 and later shown to also restrict HIV-1 and simian immunodeficiency virus. The viral determinants of Lv2 susceptibility have been mapped to the envelope and capsid proteins in both HIV-1 and HIV-2, and also viral protein R (Vpr) in HIV-1, and appears dependent on cellular entry mechanism. A genome-wide screen identified several likely contributing host factors including members of the polymerase-associated factor 1 (PAF1) and human silencing hub (HUSH) complexes, and the newly characterized regulation of nuclear pre-mRNA domain containing 2 (RPRD2). Subsequently, RPRD2 (or RNA-associated early-stage antiviral factor) has been shown to be upregulated upon T cell activation, is highly expressed in myeloid cells, binds viral reverse transcripts, and potently restricts HIV-1 infection. RPRD2 is also bound by HIV-1 Vpr and targeted for degradation by the proteasome upon reverse transcription, suggesting RPRD2 impedes reverse transcription and Vpr targeting overcomes this block. RPRD2 is mainly localized to the nucleus and binds RNA, DNA, and DNA:RNA hybrids. More recently, RPRD2 has been shown to negatively regulate genome-wide transcription and interact with the HUSH and PAF1 complexes which repress HIV transcription and are implicated in maintenance of HIV latency. In this review, we examine Lv2 restriction and the antiviral role of RPRD2 and consider potential mechanism(s) of action.
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Affiliation(s)
- Kathryn A. Jackson-Jones
- Centre for Inflammation Research, Institute of Regeneration and Repair, The University of Edinburgh, Edinburgh, United Kingdom
- Division of Infectious Diseases & Department of Microbiology-Immunology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Áine McKnight
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Richard D. Sloan
- Centre for Inflammation Research, Institute of Regeneration and Repair, The University of Edinburgh, Edinburgh, United Kingdom
- ZJU-UoE Institute, Zhejiang University, Haining, China
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25
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Pardons M, Cole B, Lambrechts L, van Snippenberg W, Rutsaert S, Noppe Y, De Langhe N, Dhondt A, Vega J, Eyassu F, Nijs E, Van Gulck E, Boden D, Vandekerckhove L. Potent latency reversal by Tat RNA-containing nanoparticle enables multi-omic analysis of the HIV-1 reservoir. Nat Commun 2023; 14:8397. [PMID: 38110433 PMCID: PMC10728105 DOI: 10.1038/s41467-023-44020-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 11/28/2023] [Indexed: 12/20/2023] Open
Abstract
The development of latency reversing agents that potently reactivate HIV without inducing global T cell activation would benefit the field of HIV reservoir research and could pave the way to a functional cure. Here, we explore the reactivation capacity of a lipid nanoparticle containing Tat mRNA (Tat-LNP) in CD4 T cells from people living with HIV undergoing antiretroviral therapy (ART). When combined with panobinostat, Tat-LNP induces latency reversal in a significantly higher proportion of latently infected cells compared to PMA/ionomycin (≈ 4-fold higher). We demonstrate that Tat-LNP does not alter the transcriptome of CD4 T cells, enabling the characterization of latently infected cells in their near-native state. Upon latency reversal, we identify transcriptomic differences between infected cells carrying an inducible provirus and non-infected cells (e.g. LINC02964, GZMA, CCL5). We confirm the transcriptomic differences at the protein level and provide evidence that the long non-coding RNA LINC02964 plays a role in active HIV infection. Furthermore, p24+ cells exhibit heightened PI3K/Akt signaling, along with downregulation of protein translation, suggesting that HIV-infected cells display distinct signatures facilitating their long-term persistence. Tat-LNP represents a valuable research tool for in vitro reservoir studies as it greatly facilitates the in-depth characterization of HIV reservoir cells' transcriptome and proteome profiles.
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Affiliation(s)
- Marion Pardons
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, 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
| | - 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
| | - Willem van Snippenberg
- 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
| | - Ytse Noppe
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000, Ghent, Belgium
| | - Nele De Langhe
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000, Ghent, Belgium
| | - Annemieke Dhondt
- Department of Nephrology, Ghent University Hospital, 9000, Ghent, Belgium
| | - Jerel Vega
- Arcturus Therapeutics, 10628 Science Center Drive, Suite 250, San Diego, 92121, CA, USA
| | - Filmon Eyassu
- Computational biology, Johnson and Johnson, 2340, Beerse, Belgium
| | - Erik Nijs
- Janssen infectious diseases and diagnostics, Johnson and Johnson, 2340, Beerse, Belgium
| | - Ellen Van Gulck
- Janssen infectious diseases and diagnostics, Johnson and Johnson, 2340, Beerse, Belgium
| | - Daniel Boden
- Janssen Biopharma, Johnson and Johnson, South San Francisco, 94080, CA, USA
| | - Linos Vandekerckhove
- HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, 9000, Ghent, Belgium.
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Cossarini F, Aberg JA, Chen BK, Mehandru S. Viral Persistence in the Gut-Associated Lymphoid Tissue and Barriers to HIV Cure. AIDS Res Hum Retroviruses 2023; 40:54-65. [PMID: 37450338 PMCID: PMC10790554 DOI: 10.1089/aid.2022.0180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2023] Open
Abstract
More than 40 years after the first reported cases of what then became known as acquired immunodeficiency syndrome (AIDS), tremendous progress has been achieved in transforming the disease from almost universally fatal to a chronic manageable condition. Nonetheless, the efforts to find a preventative vaccine or a cure for the underlying infection with Human Immunodeficiency Virus (HIV) remain largely unsuccessful. Many challenges intrinsic to the virus characteristics and host response need to be overcome for either goal to be achieved. This article will review the obstacles to an effective HIV cure, specifically the steps involved in the generation of HIV latency, focusing on the role of the gut-associated lymphoid tissue, which has received less attention compared with the peripheral blood, despite being the largest repository of lymphoid tissue in the human body, and a large site for HIV persistence.
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Affiliation(s)
- Francesca Cossarini
- Division of Infectious Diseases, Department of Medicine, Icahn School at Mount Sinai, New York, New York, USA
- Precision Immunology Institute, Icahn School at Mount Sinai, New York, New York, USA
| | - Judith A. Aberg
- Division of Infectious Diseases, Department of Medicine, Icahn School at Mount Sinai, New York, New York, USA
| | - Benjamin K. Chen
- Division of Infectious Diseases, Department of Medicine, Icahn School at Mount Sinai, New York, New York, USA
- Precision Immunology Institute, Icahn School at Mount Sinai, New York, New York, USA
| | - Saurabh Mehandru
- Precision Immunology Institute, Icahn School at Mount Sinai, New York, New York, USA
- Division of Gastroenterology, Department of Medicine, Icahn School at Mount Sinai, New York, New York, USA
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27
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Zhang X, Qazi AA, Deshmukh S, Lobato Ventura R, Mukim A, Beliakova-Bethell N. Single-cell RNA sequencing reveals common and unique gene expression profiles in primary CD4+ T cells latently infected with HIV under different conditions. Front Cell Infect Microbiol 2023; 13:1286168. [PMID: 38156317 PMCID: PMC10754520 DOI: 10.3389/fcimb.2023.1286168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 11/20/2023] [Indexed: 12/30/2023] Open
Abstract
Background The latent HIV reservoir represents the major barrier to a cure. One curative strategy is targeting diseased cells for elimination based on biomarkers that uniquely define these cells. Single-cell RNA sequencing (scRNA-seq) has enabled the identification of gene expression profiles associated with disease at the single-cell level. Because HIV provirus in many cells during latency is not entirely silent, it became possible to determine gene expression patterns in a subset of cells latently infected with HIV. Objective The primary objective of this study was the identification of the gene expression profiles of single latently infected CD4+ T cells using scRNA-seq. Different conditions of latency establishment were considered. The identified profiles were then explored to prioritize the identified genes for future experimental validation. Methods To facilitate gene prioritization, three approaches were used. First, we characterized and compared the gene expression profiles of HIV latency established in different environments: in cells that encountered an activation stimulus and then returned to quiescence, and in resting cells that were infected directly via cell-to-cell viral transmission from autologous activated, productively infected cells. Second, we characterized and compared the gene expression profiles of HIV latency established with viruses of different tropisms, using an isogenic pair of CXCR4- and CCR5-tropic viruses. Lastly, we used proviral expression patterns in cells from people with HIV to more accurately define the latently infected cells in vitro. Results Our analyses demonstrated that a subset of genes is expressed differentially between latently infected and uninfected cells consistently under most conditions tested, including cells from people with HIV. Our second important observation was the presence of latency signatures, associated with variable conditions when latency was established, including cellular exposure and responsiveness to a T cell receptor stimulus and the tropism of the infecting virus. Conclusion Common signatures, specifically genes that encode proteins localized to the cell surface, should be prioritized for further testing at the protein level as biomarkers for the ability to enrich or target latently infected cells. Cell- and tropism-dependent biomarkers may need to be considered in developing targeting strategies to ensure that all the different reservoir subsets are eliminated.
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Affiliation(s)
- Xinlian Zhang
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, CA, United States
| | - Andrew A. Qazi
- Veterans Affairs (VA), San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, United States
| | - Savitha Deshmukh
- Veterans Affairs (VA), San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, United States
| | - Roni Lobato Ventura
- Veterans Affairs (VA), San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, United States
| | - Amey Mukim
- Veterans Affairs (VA), San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, United States
| | - Nadejda Beliakova-Bethell
- Veterans Affairs (VA), San Diego Healthcare System and Veterans Medical Research Foundation, San Diego, CA, United States
- Department of Medicine, University of California, San Diego, CA, United States
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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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29
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Wei Y, Davenport TC, Collora JA, Ma HK, Pinto-Santini D, Lama J, Alfaro R, Duerr A, Ho YC. Single-cell epigenetic, transcriptional, and protein profiling of latent and active HIV-1 reservoir revealed that IKZF3 promotes HIV-1 persistence. Immunity 2023; 56:2584-2601.e7. [PMID: 37922905 PMCID: PMC10843106 DOI: 10.1016/j.immuni.2023.10.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 06/26/2023] [Accepted: 10/04/2023] [Indexed: 11/07/2023]
Abstract
Understanding how HIV-1-infected cells proliferate and persist is key to HIV-1 eradication, but the heterogeneity and rarity of HIV-1-infected cells hamper mechanistic interrogations. Here, we used single-cell DOGMA-seq to simultaneously capture transcription factor accessibility, transcriptome, surface proteins, HIV-1 DNA, and HIV-1 RNA in memory CD4+ T cells from six people living with HIV-1 during viremia and after suppressive antiretroviral therapy. We identified increased transcription factor accessibility in latent HIV-1-infected cells (RORC) and transcriptionally active HIV-1-infected cells (interferon regulatory transcription factor [IRF] and activator protein 1 [AP-1]). A proliferation program (IKZF3, IL21, BIRC5, and MKI67 co-expression) promoted the survival of transcriptionally active HIV-1-infected cells. Both latent and transcriptionally active HIV-1-infected cells had increased IKZF3 (Aiolos) expression. Distinct epigenetic programs drove the heterogeneous cellular states of HIV-1-infected cells: IRF:activation, Eomes:cytotoxic effector differentiation, AP-1:migration, and cell death. Our study revealed the single-cell epigenetic, transcriptional, and protein states of latent and transcriptionally active HIV-1-infected cells and cellular programs promoting HIV-1 persistence.
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Affiliation(s)
- Yulong Wei
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Timothy C Davenport
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Jack A Collora
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Haocong Katherine Ma
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Delia Pinto-Santini
- Vaccine and Infectious Disease, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Javier Lama
- Asociación Civil Impacta Salud y Educación, Lima 15063, Perú
| | - Ricardo Alfaro
- Centro de Investigaciones Tecnológicas Biomédicas y Medioambientales (CITBM), Lima 07006, Perú
| | - Ann Duerr
- Vaccine and Infectious Disease, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Ya-Chi Ho
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, CT 06519, USA.
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30
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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: 2] [Impact Index Per Article: 1.0] [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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31
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Ikeogu N, Ajibola O, Zayats R, Murooka TT. Identifying physiological tissue niches that support the HIV reservoir in T cells. mBio 2023; 14:e0205323. [PMID: 37747190 PMCID: PMC10653859 DOI: 10.1128/mbio.02053-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/26/2023] Open
Abstract
Successful antiretroviral therapy (ART) can efficiently suppress Human Immunodeficiency Virus-1 (HIV-1) replication to undetectable levels, but rare populations of infected memory CD4+ T cells continue to persist, complicating viral eradication efforts. Memory T cells utilize distinct homing and adhesion molecules to enter, exit, or establish residence at diverse tissue sites, integrating cellular and environmental cues that maintain homeostasis and life-long protection against pathogens. Critical roles for T cell receptor and cytokine signals driving clonal expansion and memory generation during immunity generation are well established, but whether HIV-infected T cells can utilize similar mechanisms for their own long-term survival is unclear. How infected, but transcriptionally silent T cells maintain their recirculation potential through blood and peripheral tissues, or whether they acquire new capabilities to establish unique peripheral tissue niches, is also not well understood. In this review, we will discuss the cellular and molecular cues that are important for memory T cell homeostasis and highlight opportunities for HIV to hijack normal immunological processes to establish long-term viral persistence.
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Affiliation(s)
- Nnamdi Ikeogu
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Oluwaseun Ajibola
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Romaniya Zayats
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Thomas T. Murooka
- Department of Immunology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- Department of Medical Microbiology and Infectious Diseases, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
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32
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Cobos Jiménez V, Geretz A, Tokarev A, Ehrenberg PK, Deletsu S, Machmach K, Mudvari P, Howard JN, Zelkoski A, Paquin-Proulx D, Del Prete GQ, Subra C, Boritz EA, Bosque A, Thomas R, Bolton DL. AP-1/c-Fos supports SIV and HIV-1 latency in CD4 T cells infected in vivo. iScience 2023; 26:108015. [PMID: 37860759 PMCID: PMC10582365 DOI: 10.1016/j.isci.2023.108015] [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: 06/16/2023] [Revised: 08/24/2023] [Accepted: 09/18/2023] [Indexed: 10/21/2023] Open
Abstract
Persistent HIV-1 reservoirs of infected CD4 T cells are a major barrier to HIV-1 cure, although the mechanisms by which they are established and maintained in vivo remain poorly characterized. To elucidate host cell gene expression patterns that govern virus gene expression, we analyzed viral RNA+ (vRNA) CD4 T cells of untreated simian immunodeficiency virus (SIV)-infected macaques by single-cell RNA sequencing. A subset of vRNA+ cells distinguished by spliced and high total vRNA (7-10% of reads) expressed diminished FOS, a component of the Activator protein 1 (AP-1) transcription factor, relative to vRNA-low and -negative cells. Conversely, FOS and JUN, another AP-1 component, were upregulated in HIV DNA+ infected cells compared to uninfected cells from people with HIV-1 on suppressive therapy. Inhibiting c-Fos in latently infected primary cells augmented reactivatable HIV-1 infection. These findings implicate AP-1 in latency establishment and maintenance and as a potential therapeutic target to limit HIV-1 reservoirs.
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Affiliation(s)
- Viviana Cobos Jiménez
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Aviva Geretz
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Andrey Tokarev
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Philip K. Ehrenberg
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | | | - Kawthar Machmach
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Prakriti Mudvari
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | | | - Amanda Zelkoski
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Dominic Paquin-Proulx
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Gregory Q. Del Prete
- AIDS and Cancer Virus Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Caroline Subra
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Eli A. Boritz
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | | | - Rasmi Thomas
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Diane L. Bolton
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
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33
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Reeves DB, Bacchus-Souffan C, Fitch M, Abdel-Mohsen M, Hoh R, Ahn H, Stone M, Hecht F, Martin J, Deeks SG, Hellerstein MK, McCune JM, Schiffer JT, Hunt PW. Estimating the contribution of CD4 T cell subset proliferation and differentiation to HIV persistence. Nat Commun 2023; 14:6145. [PMID: 37783718 PMCID: PMC10545742 DOI: 10.1038/s41467-023-41521-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 09/04/2023] [Indexed: 10/04/2023] Open
Abstract
Persistence of HIV in people living with HIV (PWH) on suppressive antiretroviral therapy (ART) has been linked to physiological mechanisms of CD4+ T cells. Here, in the same 37 male PWH on ART we measure longitudinal kinetics of HIV DNA and cell turnover rates in five CD4 cell subsets: naïve (TN), stem-cell- (TSCM), central- (TCM), transitional- (TTM), and effector-memory (TEM). HIV decreases in TTM and TEM but not in less-differentiated subsets. Cell turnover is ~10 times faster than HIV clearance in memory subsets, implying that cellular proliferation consistently creates HIV DNA. The optimal mathematical model for these integrated data sets posits HIV DNA also passages between CD4 cell subsets via cellular differentiation. Estimates are heterogeneous, but in an average participant's year ~10 (in TN and TSCM) and ~104 (in TCM, TTM, TEM) proviruses are generated by proliferation while ~103 proviruses passage via cell differentiation (per million CD4). In simulations, therapies blocking proliferation and/or enhancing differentiation could reduce HIV DNA by 1-2 logs over 3 years. In summary, HIV exploits cellular proliferation and differentiation to persist during ART but clears faster in more proliferative/differentiated CD4 cell subsets and the same physiological mechanisms sustaining HIV might be temporarily modified to reduce it.
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Affiliation(s)
- Daniel B Reeves
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA.
- Department of Global Health, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA.
| | | | - Mark Fitch
- Department of Nutritional Sciences and Toxicology, University of California, University Avenue and Oxford St, Berkeley, CA, 94720, USA
| | | | - Rebecca Hoh
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Haelee Ahn
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Mars Stone
- Vitalant Research Institute, 360 Spear St Suite 200, San Francisco, CA, 94105, USA
| | - Frederick Hecht
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Jeffrey Martin
- Epidemiology & Biostatistics, University of California San Francisco School of Medicine, 550 16th Street, San Francisco, CA, 94158, USA
| | - Steven G Deeks
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, 1001 Potrero Ave, San Francisco, CA, 94100, USA
| | - Marc K Hellerstein
- Department of Nutritional Sciences and Toxicology, University of California, University Avenue and Oxford St, Berkeley, CA, 94720, USA
| | - Joseph M McCune
- HIV Frontiers, Global Health Accelerator, Bill & Melinda Gates Foundation, 500 5th Ave N, Seattle, WA, 98109, USA
| | - Joshua T Schiffer
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Allergy and Infectious Diseases, School of Medicine, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Peter W Hunt
- Division of Experimental Medicine, Department of Medicine, University of California San Francisco, 1001 Potrero Ave, San Francisco, CA, 94100, USA
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34
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Damour A, Slaninova V, Radulescu O, Bertrand E, Basyuk E. Transcriptional Stochasticity as a Key Aspect of HIV-1 Latency. Viruses 2023; 15:1969. [PMID: 37766375 PMCID: PMC10535884 DOI: 10.3390/v15091969] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 09/16/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
This review summarizes current advances in the role of transcriptional stochasticity in HIV-1 latency, which were possible in a large part due to the development of single-cell approaches. HIV-1 transcription proceeds in bursts of RNA production, which stem from the stochastic switching of the viral promoter between ON and OFF states. This switching is caused by random binding dynamics of transcription factors and nucleosomes to the viral promoter and occurs at several time scales from minutes to hours. Transcriptional bursts are mainly controlled by the core transcription factors TBP, SP1 and NF-κb, the chromatin status of the viral promoter and RNA polymerase II pausing. In particular, spontaneous variability in the promoter chromatin creates heterogeneity in the response to activators such as TNF-α, which is then amplified by the Tat feedback loop to generate high and low viral transcriptional states. This phenomenon is likely at the basis of the partial and stochastic response of latent T cells from HIV-1 patients to latency-reversing agents, which is a barrier for the development of shock-and-kill strategies of viral eradication. A detailed understanding of the transcriptional stochasticity of HIV-1 and the possibility to precisely model this phenomenon will be important assets to develop more effective therapeutic strategies.
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Affiliation(s)
- Alexia Damour
- MFP UMR 5234 CNRS, Université de Bordeaux, 33076 Bordeaux, France;
| | - Vera Slaninova
- IGH UMR 9002 CNRS, Université de Montpellier, 34094 Montpellier, France;
| | - Ovidiu Radulescu
- LPHI, UMR 5294 CNRS, University of Montpellier, 34095 Montpellier, France;
| | - Edouard Bertrand
- IGH UMR 9002 CNRS, Université de Montpellier, 34094 Montpellier, France;
| | - Eugenia Basyuk
- MFP UMR 5234 CNRS, Université de Bordeaux, 33076 Bordeaux, France;
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35
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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: 9] [Impact Index Per Article: 4.5] [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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36
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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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37
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Dubé M, Tastet O, Dufour C, Sannier G, Brassard N, Delgado GG, Pagliuzza A, Richard C, Nayrac M, Routy JP, Prat A, Estes JD, Fromentin R, Chomont N, Kaufmann DE. Spontaneous HIV expression during suppressive ART is associated with the magnitude and function of HIV-specific CD4 + and CD8 + T cells. Cell Host Microbe 2023; 31:1507-1522.e5. [PMID: 37708853 PMCID: PMC10542967 DOI: 10.1016/j.chom.2023.08.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 06/01/2023] [Accepted: 08/11/2023] [Indexed: 09/16/2023]
Abstract
Spontaneous transcription and translation of HIV can persist during suppressive antiretroviral therapy (ART). The quantity, phenotype, and biological relevance of this spontaneously "active" reservoir remain unclear. Using multiplexed single-cell RNAflow-fluorescence in situ hybridization (FISH), we detect active HIV transcription in 14/18 people with HIV on suppressive ART, with a median of 28/million CD4+ T cells. While these cells predominantly exhibit abortive transcription, p24-expressing cells are evident in 39% of participants. Phenotypically diverse, active reservoirs are enriched in central memory T cells and CCR6- and activation-marker-expressing cells. The magnitude of the active reservoir positively correlates with total HIV-specific CD4+ and CD8+ T cell responses and with multiple HIV-specific T cell clusters identified by unsupervised analysis. These associations are particularly strong with p24-expressing active reservoir cells. Single-cell vDNA sequencing shows that active reservoirs are largely dominated by defective proviruses. Our data suggest that these reservoirs maintain HIV-specific CD4+ and CD8+ T responses during suppressive ART.
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Affiliation(s)
- Mathieu Dubé
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada.
| | - Olivier Tastet
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Caroline Dufour
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada; Department of Microbiology, Infectious Diseases and Immunology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C 3J7, Canada
| | - Gérémy Sannier
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada; Department of Microbiology, Infectious Diseases and Immunology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C 3J7, Canada
| | - Nathalie Brassard
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Gloria-Gabrielle Delgado
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Amélie Pagliuzza
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Corentin Richard
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Manon Nayrac
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Jean-Pierre Routy
- Chronic Viral Illnesses Service and Division of Hematology, McGill University Health Centre (CUSM), Montreal, QC H4A 3J1, Canada; Infectious Diseases and Immunity in Global Health Program, Research Institute, McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Alexandre Prat
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada; Department of Neurosciences, Faculty of Medicine, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Jacob D Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR 97006, USA; Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR 97006, USA
| | - Rémi Fromentin
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Nicolas Chomont
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada; Department of Microbiology, Infectious Diseases and Immunology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C 3J7, Canada
| | - Daniel E Kaufmann
- Department of Immunopathology, Research Centre of the Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC H2X 0A9, Canada; Department of Microbiology, Infectious Diseases and Immunology, Faculty of Medicine, Université de Montréal, Montreal, QC H3C 3J7, Canada; Division of Infectious Diseases, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland.
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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: 4] [Impact Index Per Article: 2.0] [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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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: 49] [Impact Index Per Article: 24.5] [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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Schou MD, Søgaard OS, Rasmussen TA. Clinical trials aimed at HIV cure or remission: new pathways and lessons learned. Expert Rev Anti Infect Ther 2023; 21:1227-1243. [PMID: 37856845 DOI: 10.1080/14787210.2023.2273919] [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: 06/23/2023] [Accepted: 10/18/2023] [Indexed: 10/21/2023]
Abstract
INTRODUCTION The main barrier to finding a cure against HIV is the latent HIV reservoir, which persists in people living with HIV (PLWH) despite antiretroviral treatment (ART). Here, we discuss recent findings from interventional studies using mono- and combination therapies aimed at enhancing immune-mediated killing of the virus with or without activating HIV from latency. AREAS COVERED We discuss latency reversal agents (LRAs), broadly neutralizing antibodies, immunomodulatory therapies, and studies aimed at inducing apoptosis. EXPERT OPINION The landscape of clinical trials for HIV cure and remission has evolved considerably over the past 10 years. Several novel interventions such as immune checkpoint inhibitors, therapeutic vaccines, and broadly neutralizing antibodies have been tested either alone or in combination with LRAs but studies have so far not shown a meaningful impact on the frequency of latently infected cells. Immunomodulatory therapies could work differently in the setting of antigen expression, that is, during active viremia, and timing of interventions could therefore, be key to future therapeutic success. Lessons learned from clinical trials aimed at HIV cure indicate that while we are still far from reaching a complete eradication cure of HIV, clinical interventions capable of inducing enhanced control of HIV replication in the absence of ART might be a more feasible goal.
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Affiliation(s)
- Maya Dyveke Schou
- Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark
| | - Ole Schmeltz Søgaard
- Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Thomas Aagaard Rasmussen
- Department of Infectious Diseases, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Infectious Diseases, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
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Klug G, Cole FM, Hicar MD, Watt C, Peters T, Pincus SH. Identification of Anti-gp41 Monoclonal Antibodies That Effectively Target Cytotoxic Immunoconjugates to Cells Infected with Human Immunodeficiency Virus, Type 1. Vaccines (Basel) 2023; 11:vaccines11040829. [PMID: 37112741 PMCID: PMC10144985 DOI: 10.3390/vaccines11040829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 03/30/2023] [Accepted: 04/07/2023] [Indexed: 04/29/2023] Open
Abstract
We are developing cytotoxic immunoconjugates (CICs) targeting the envelope protein (Env) of the Human Immunodeficiency Virus, type 1 (HIV) to purge the persistent reservoirs of viral infection. We have previously studied the ability of multiple monoclonal antibodies (mAbs) to deliver CICs to an HIV-infected cell. We have found that CICs targeted to the membrane-spanning gp41 domain of Env are most efficacious, in part because their killing is enhanced in the presence of soluble CD4. The ability of a mAb to deliver a CIC does not correlate with its ability to neutralize nor mediate Ab-dependent cellular cytotoxicity. In the current study, we seek to define the most effective anti-gp41 mAbs for delivering CICs to HIV-infected cells. To do this, we have evaluated a panel of human anti-gp41 mAbs for their ability to bind and kill two different Env-expressing cell lines: persistently infected H9/NL4-3 and constitutively transfected HEK293/92UG. We measured the binding and cytotoxicity of each mAb in the presence and absence of soluble CD4. We found that mAbs to the immunodominant helix-loop-helix region (ID-loop) of gp41 are most effective, whereas neutralizing mAbs to the fusion peptide, gp120/gp41 interface, and the membrane proximal external region (MPER) are relatively ineffective at delivering CICs. There was only a weak correlation between antigen exposure and killing activity. The results show that the ability to deliver an effective IC and neutralization are distinct functions of mAbs.
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Affiliation(s)
- Grant Klug
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, USA
| | - Frances M Cole
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, USA
| | - Mark D Hicar
- Department of Pediatrics, Jacobs School of Medicine and Biomedical Sciences, The University at Buffalo, Buffalo, NY 14203, USA
| | - Connie Watt
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, USA
| | - Tami Peters
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, USA
| | - Seth H Pincus
- Department of Chemistry and Biochemistry, Montana State University, Bozeman, MT 59717, USA
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Analyzing the unperturbed HIV-1 T cell reservoir. Trends Immunol 2023; 44:147-149. [PMID: 36739207 DOI: 10.1016/j.it.2023.01.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 01/26/2023] [Indexed: 02/05/2023]
Abstract
The latent reservoir for HIV-1 prevents cure but is difficult to characterize due to the low frequency of latently infected cells and the absence of unique markers. Sun et al. used single cell analysis of T cell surface phenotypes to provide evidence for immune selection of reservoir cells.
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Clark IC, Wheeler MA, Lee HG, Li Z, Sanmarco LM, Thaploo S, Polonio CM, Shin SW, Scalisi G, Henry AR, Rone JM, Giovannoni F, Charabati M, Akl CF, Aleman DM, Zandee SEJ, Prat A, Douek DC, Boritz EA, Quintana FJ, Abate AR. Identification of astrocyte regulators by nucleic acid cytometry. Nature 2023; 614:326-333. [PMID: 36599367 PMCID: PMC9980163 DOI: 10.1038/s41586-022-05613-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 11/30/2022] [Indexed: 01/06/2023]
Abstract
Multiple sclerosis is a chronic inflammatory disease of the central nervous system1. Astrocytes are heterogeneous glial cells that are resident in the central nervous system and participate in the pathogenesis of multiple sclerosis and its model experimental autoimmune encephalomyelitis2,3. However, few unique surface markers are available for the isolation of astrocyte subsets, preventing their analysis and the identification of candidate therapeutic targets; these limitations are further amplified by the rarity of pathogenic astrocytes. Here, to address these challenges, we developed focused interrogation of cells by nucleic acid detection and sequencing (FIND-seq), a high-throughput microfluidic cytometry method that combines encapsulation of cells in droplets, PCR-based detection of target nucleic acids and droplet sorting to enable in-depth transcriptomic analyses of cells of interest at single-cell resolution. We applied FIND-seq to study the regulation of astrocytes characterized by the splicing-driven activation of the transcription factor XBP1, which promotes disease pathology in multiple sclerosis and experimental autoimmune encephalomyelitis4. Using FIND-seq in combination with conditional-knockout mice, in vivo CRISPR-Cas9-driven genetic perturbation studies and bulk and single-cell RNA sequencing analyses of samples from mouse experimental autoimmune encephalomyelitis and humans with multiple sclerosis, we identified a new role for the nuclear receptor NR3C2 and its corepressor NCOR2 in limiting XBP1-driven pathogenic astrocyte responses. In summary, we used FIND-seq to identify a therapeutically targetable mechanism that limits XBP1-driven pathogenic astrocyte responses. FIND-seq enables the investigation of previously inaccessible cells, including rare cell subsets defined by unique gene expression signatures or other nucleic acid markers.
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Affiliation(s)
- Iain C Clark
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Bioengineering and Therapeutic Sciences, School of Pharmacy, University of California San Francisco, San Francisco, CA, USA
- Department of Bioengineering, College of Engineering, California Institute for Quantitative Biosciences, QB3, University of California Berkeley, Berkeley, CA, 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
| | - Hong-Gyun Lee
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Zhaorong Li
- 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
| | - Liliana M Sanmarco
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Shravan Thaploo
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Carolina M Polonio
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Seung Won Shin
- Department of Bioengineering, College of Engineering, California Institute for Quantitative Biosciences, QB3, University of California Berkeley, Berkeley, CA, USA
| | - Giulia Scalisi
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Amy R Henry
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Joseph M Rone
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Federico Giovannoni
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Marc Charabati
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Camilo Faust Akl
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Dulce M Aleman
- Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Stephanie E J Zandee
- Neuroimmunology Research Lab, Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, Quebec, Canada
| | - Alexandre Prat
- Neuroimmunology Research Lab, Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, Quebec, Canada
| | - Daniel C Douek
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Eli A Boritz
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, 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.
| | - Adam R Abate
- Department of Bioengineering and Therapeutic Sciences, School of Pharmacy, University of California San Francisco, San Francisco, CA, USA.
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Silence, escape and survival drive the persistence of HIV. Nature 2023; 614:236-237. [PMID: 36599993 DOI: 10.1038/d41586-022-04492-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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