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Pierce CA, Loh LN, Steach HR, Cheshenko N, Preston-Hurlburt P, Zhang F, Stransky S, Kravets L, Sidoli S, Philbrick W, Nassar M, Krishnaswamy S, Herold KC, Herold BC. HSV-2 triggers upregulation of MALAT1 in CD4+ T cells and promotes HIV latency reversal. J Clin Invest 2023; 133:e164317. [PMID: 37079384 PMCID: PMC10232005 DOI: 10.1172/jci164317] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 04/17/2023] [Indexed: 04/21/2023] Open
Abstract
Herpes simplex virus type 2 (HSV-2) coinfection is associated with increased HIV-1 viral loads and expanded tissue reservoirs, but the mechanisms are not well defined. HSV-2 recurrences result in an influx of activated CD4+ T cells to sites of viral replication and an increase in activated CD4+ T cells in peripheral blood. We hypothesized that HSV-2 induces changes in these cells that facilitate HIV-1 reactivation and replication and tested this hypothesis in human CD4+ T cells and 2D10 cells, a model of HIV-1 latency. HSV-2 promoted latency reversal in HSV-2-infected and bystander 2D10 cells. Bulk and single-cell RNA-Seq studies of activated primary human CD4+ T cells identified decreased expression of HIV-1 restriction factors and increased expression of transcripts including MALAT1 that could drive HIV replication in both the HSV-2-infected and bystander cells. Transfection of 2D10 cells with VP16, an HSV-2 protein that regulates transcription, significantly upregulated MALAT1 expression, decreased trimethylation of lysine 27 on histone H3 protein, and triggered HIV latency reversal. Knockout of MALAT1 from 2D10 cells abrogated the response to VP16 and reduced the response to HSV-2 infection. These results demonstrate that HSV-2 contributes to HIV-1 reactivation through diverse mechanisms, including upregulation of MALAT1 to release epigenetic silencing.
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Affiliation(s)
- Carl A. Pierce
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, New York, USA
| | - Lip Nam Loh
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, New York, USA
| | | | - Natalia Cheshenko
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, New York, USA
| | | | - Fengrui Zhang
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | | | - Leah Kravets
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, New York, USA
| | | | - William Philbrick
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Michel Nassar
- Department of Otorhinolaryngology–Head and Neck Surgery, Albert Einstein College of Medicine, New York, New York, USA
| | - Smita Krishnaswamy
- Department of Computational Biology
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Kevan C. Herold
- Department of Immunobiology, and
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Betsy C. Herold
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, New York, New York, USA
- Department of Pediatrics, Albert Einstein College of Medicine, New York, New York, USA
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2
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Truong TT, Hayn M, Frich CK, Olari L, Ladefoged LK, Jarlstad Olesen MT, Jakobsen JH, Lunabjerg‐Vestergaard CK, Schiøtt B, Münch J, Zelikin AN. Potentiation of Drug Toxicity Through Virus Latency Reversal Promotes Preferential Elimination of HIV Infected Cells. ADVANCED THERAPEUTICS 2022. [DOI: 10.1002/adtp.202200113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Thanh Tung Truong
- Department of Chemistry Aarhus University Langelandsgade 140 Aarhus C 8000 Denmark
| | - Manuel Hayn
- Institute of Molecular Virology Ulm University Medical Center 89081 Ulm Germany
| | - Camilla Kaas Frich
- Department of Chemistry Aarhus University Langelandsgade 140 Aarhus C 8000 Denmark
| | - Lia‐Raluca Olari
- Institute of Molecular Virology Ulm University Medical Center 89081 Ulm Germany
| | | | | | - Josefine H. Jakobsen
- Department of Chemistry Aarhus University Langelandsgade 140 Aarhus C 8000 Denmark
| | | | - Birgit Schiøtt
- Department of Chemistry Aarhus University Langelandsgade 140 Aarhus C 8000 Denmark
- iNano Interdisciplinary Nanoscience Centre Aarhus University Aarhus 8000 Denmark
| | - Jan Münch
- Institute of Molecular Virology Ulm University Medical Center 89081 Ulm Germany
- iNano Interdisciplinary Nanoscience Centre Aarhus University Aarhus 8000 Denmark
| | - Alexander N. Zelikin
- Department of Chemistry Aarhus University Langelandsgade 140 Aarhus C 8000 Denmark
- iNano Interdisciplinary Nanoscience Centre Aarhus University Aarhus 8000 Denmark
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3
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Abstract
The development of therapies to eliminate the latent HIV-1 reservoir is hampered by our incomplete understanding of the biomolecular mechanism governing HIV-1 latency. To further complicate matters, recent single cell RNA-seq studies reported extensive heterogeneity between latently HIV-1-infected primary T cells, implying that latent HIV-1 infection can persist in greatly differing host cell environments. We here show that transcriptomic heterogeneity is also found between latently infected T cell lines, which allowed us to study the underlying mechanisms of intercell heterogeneity at high signal resolution. Latently infected T cells exhibited a de-differentiated phenotype, characterized by the loss of T cell-specific markers and gene regulation profiles reminiscent of hematopoietic stem cells (HSC). These changes had functional consequences. As reported for stem cells, latently HIV-1 infected T cells efficiently forced lentiviral superinfections into a latent state and favored glycolysis. As a result, metabolic reprogramming or cell re-differentiation destabilized latent infection. Guided by these findings, data-mining of single cell RNA-seq data of latently HIV-1 infected primary T cells from patients revealed the presence of similar dedifferentiation motifs. >20% of the highly detectable genes that were differentially regulated in latently infected cells were associated with hematopoietic lineage development (e.g. HUWE1, IRF4, PRDM1, BATF3, TOX, ID2, IKZF3, CDK6) or were hematopoietic markers (SRGN; hematopoietic proteoglycan core protein). The data add to evidence that the biomolecular phenotype of latently HIV-1 infected cells differs from normal T cells and strategies to address their differential phenotype need to be considered in the design of therapeutic cure interventions. IMPORTANCE HIV-1 persists in a latent reservoir in memory CD4 T cells for the lifetime of a patient. Understanding the biomolecular mechanisms used by the host cells to suppress viral expression will provide essential insights required to develop curative therapeutic interventions. Unfortunately, our current understanding of these control mechanisms is still limited. By studying gene expression profiles, we demonstrated that latently HIV-1-infected T cells have a de-differentiated T cell phenotype. Software-based data integration allowed for the identification of drug targets that would re-differentiate viral host cells and, in extension, destabilize latent HIV-1 infection events. The importance of the presented data lies within the clear demonstration that HIV-1 latency is a host cell phenomenon. As such, therapeutic strategies must first restore proper host cell functionality to accomplish efficient HIV-1 reactivation.
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4
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Suleman S, Payne A, Bowden J, Haque SA, Zahn M, Fawaz S, Khalifa MS, Jobling S, Hay D, Franco M, Fronza R, Wang W, Strobel-Freidekind O, Deichmann A, Takeuchi Y, Waddington SN, Gil-Farina I, Schmidt M, Themis M. HIV- 1 lentivirus tethering to the genome is associated with transcription factor binding sites found in genes that favour virus survival. Gene Ther 2022; 29:720-729. [PMID: 35513551 PMCID: PMC9750860 DOI: 10.1038/s41434-022-00335-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 04/01/2022] [Accepted: 04/06/2022] [Indexed: 01/09/2023]
Abstract
Lentiviral vectors (LV) are attractive for permanent and effective gene therapy. However, integration into the host genome can cause insertional mutagenesis highlighting the importance of understanding of LV integration. Insertion site (IS) tethering is believed to involve cellular proteins such as PSIP1/LEDGF/p75, which binds to the virus pre-integration complexes (PICs) helping to target the virus genome. Transcription factors (TF) that bind both the vector LTR and host genome are also suspected influential to this. To determine the role of TF in the tethering process, we mapped predicted transcription factor binding sites (pTFBS) near to IS chosen by HIV-1 LV using a narrow 20 bp window in infected human induced pluripotent stem cells (iPSCs) and their hepatocyte-like cell (HLC) derivatives. We then aligned the pTFBS with these sequences found in the LTRs of native and self-inactivated LTRs. We found significant enrichment of these sequences for pTFBS essential to HIV-1 life cycle and virus survival. These same sites also appear in HIV-1 patient IS and in mice infected with HIV-1 based LV. This in silco data analysis suggests pTFBS present in the virus LTR and IS sites selected by HIV-1 LV are important to virus survival and propagation.
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Affiliation(s)
- Saqlain Suleman
- grid.7728.a0000 0001 0724 6933Department of Life Sciences, College of Health, Medicine & Life Sciences, Brunel University London, Uxbridge, UK ,Testavec Ltd, Queensgate House, Maidenhead, UK
| | - Annette Payne
- Testavec Ltd, Queensgate House, Maidenhead, UK ,grid.7728.a0000 0001 0724 6933Department of Computer Science, College of Engineering Design and Physical Sciences, Brunel University London, Uxbridge, UK
| | - Johnathan Bowden
- grid.7728.a0000 0001 0724 6933Department of Life Sciences, College of Health, Medicine & Life Sciences, Brunel University London, Uxbridge, UK
| | - Sharmin Al Haque
- grid.7728.a0000 0001 0724 6933Department of Life Sciences, College of Health, Medicine & Life Sciences, Brunel University London, Uxbridge, UK
| | - Marco Zahn
- Genewerk GmbH, Heidelberg, Germany ,grid.7700.00000 0001 2190 4373University Heidelberg, Medical Faculty, Heidelberg, Germany
| | - Serena Fawaz
- grid.7728.a0000 0001 0724 6933Department of Life Sciences, College of Health, Medicine & Life Sciences, Brunel University London, Uxbridge, UK
| | - Mohammad S. Khalifa
- grid.7728.a0000 0001 0724 6933Department of Life Sciences, College of Health, Medicine & Life Sciences, Brunel University London, Uxbridge, UK
| | - Susan Jobling
- Testavec Ltd, Queensgate House, Maidenhead, UK ,grid.7728.a0000 0001 0724 6933Institute of Environment, Health and Societies, College of Business, Arts and Social Sciences, Brunel University London, Uxbridge, UK
| | - David Hay
- grid.4305.20000 0004 1936 7988Centre for Regenerative Medicine, The University of Edinburgh, Edinburgh, UK
| | | | | | - Wei Wang
- Genewerk GmbH, Heidelberg, Germany
| | | | | | - Yasuhiro Takeuchi
- grid.83440.3b0000000121901201Division of Infection and Immunity, University College London, London, UK ,grid.70909.370000 0001 2199 6511Division of Advanced Therapies, National Institute for Biological Standards and Control, Potters Bar, UK
| | - Simon N. Waddington
- grid.83440.3b0000000121901201Gene Transfer Technology, EGA Institute for Women’s Health, University College London, London, UK ,grid.11951.3d0000 0004 1937 1135MRC Antiviral Gene Therapy Research Unit, Faculty of Health Sciences, University of the Witswatersrand, Johannesburg, South Africa
| | | | - Manfred Schmidt
- Genewerk GmbH, Heidelberg, Germany ,grid.461742.20000 0000 8855 0365Department of Translational Oncology, NCT and DKFZ, Heidelberg, Germany
| | - Michael Themis
- grid.7728.a0000 0001 0724 6933Department of Life Sciences, College of Health, Medicine & Life Sciences, Brunel University London, Uxbridge, UK ,grid.7445.20000 0001 2113 8111Division of Ecology and Evolution, Department of Life Sciences, Imperial College London, London, UK
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A functional screen identifies transcriptional networks that regulate HIV-1 and HIV-2. Proc Natl Acad Sci U S A 2021; 118:2012835118. [PMID: 33836568 DOI: 10.1073/pnas.2012835118] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The molecular networks involved in the regulation of HIV replication, transcription, and latency remain incompletely defined. To expand our understanding of these networks, we performed an unbiased high-throughput yeast one-hybrid screen, which identified 42 human transcription factors and 85 total protein-DNA interactions with HIV-1 and HIV-2 long terminal repeats. We investigated a subset of these transcription factors for transcriptional activity in cell-based models of infection. KLF2 and KLF3 repressed HIV-1 and HIV-2 transcription in CD4+ T cells, whereas PLAGL1 activated transcription of HIV-2 through direct protein-DNA interactions. Using computational modeling with interacting proteins, we leveraged the results from our screen to identify putative pathways that define intrinsic transcriptional networks. Overall, we used a high-throughput functional screen, computational modeling, and biochemical assays to identify and confirm several candidate transcription factors and biochemical processes that influence HIV-1 and HIV-2 transcription and latency.
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HIV-1 Latency and Viral Reservoirs: Existing Reversal Approaches and Potential Technologies, Targets, and Pathways Involved in HIV Latency Studies. Cells 2021; 10:cells10020475. [PMID: 33672138 PMCID: PMC7926981 DOI: 10.3390/cells10020475] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 02/14/2021] [Accepted: 02/20/2021] [Indexed: 02/07/2023] Open
Abstract
Eradication of latent human immunodeficiency virus (HIV) infection is a global health challenge. Reactivation of HIV latency and killing of virus-infected cells, the so-called "kick and kill" or "shock and kill" approaches, are a popular strategy for HIV cure. While antiretroviral therapy (ART) halts HIV replication by targeting multiple steps in the HIV life cycle, including viral entry, integration, replication, and production, it cannot get rid of the occult provirus incorporated into the host-cell genome. These latent proviruses are replication-competent and can rebound in cases of ART interruption or cessation. In general, a very small population of cells harbor provirus, serve as reservoirs in ART-controlled HIV subjects, and are capable of expressing little to no HIV RNA or proteins. Beyond the canonical resting memory CD4+ T cells, HIV reservoirs also exist within tissue macrophages, myeloid cells, brain microglial cells, gut epithelial cells, and hematopoietic stem cells (HSCs). Despite a lack of active viral production, latently HIV-infected subjects continue to exhibit aberrant cellular signaling and metabolic dysfunction, leading to minor to major cellular and systemic complications or comorbidities. These include genomic DNA damage; telomere attrition; mitochondrial dysfunction; premature aging; and lymphocytic, cardiac, renal, hepatic, or pulmonary dysfunctions. Therefore, the arcane machineries involved in HIV latency and its reversal warrant further studies to identify the cryptic mechanisms of HIV reservoir formation and clearance. In this review, we discuss several molecules and signaling pathways, some of which have dual roles in maintaining or reversing HIV latency and reservoirs, and describe some evolving strategies and possible approaches to eliminate viral reservoirs and, ultimately, cure/eradicate HIV infection.
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Identification of Modulators of HIV-1 Proviral Transcription from a Library of FDA-Approved Pharmaceuticals. Viruses 2020; 12:v12101067. [PMID: 32977702 PMCID: PMC7598649 DOI: 10.3390/v12101067] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 09/01/2020] [Accepted: 09/10/2020] [Indexed: 12/21/2022] Open
Abstract
Human immunodeficiency virus 1 (HIV-1) is the most prevalent human retrovirus. Recent data show that 34 million people are living with HIV-1 worldwide. HIV-1 infections can lead to AIDS which still causes nearly 20,000 deaths annually in the USA alone. As this retrovirus leads to high morbidity and mortality conditions, more effective therapeutic regimens must be developed to treat these viral infections. A key target for intervention for which there are no current FDA-approved modulators is at the point of proviral transcription. One successful method for identifying novel therapeutics for treating infectious diseases is the repurposing of pharmaceuticals that are approved by the FDA for alternate indications. Major benefits of using FDA-approved drugs include the fact that the compounds have well established toxicity profiles, approved manufacturing processes, and immediate commercial availability to the patients. Here, we demonstrate that pharmaceuticals previously approved for other indications can be utilized to either activate or inhibit HIV-1 proviral transcription. Specifically, we found febuxostat, eltrombopag, and resveratrol to be activators of HIV-1 transcription, while mycophenolate was our lead inhibitor of HIV-1 transcription. Additionally, we observed that the infected cells of lymphoid and myeloid lineage responded differently to our lead transcriptional modulators. Finally, we demonstrated that the use of a multi-dose regimen allowed for enhanced activation with our transcriptional activators.
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8
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Telwatte S, Morón-López S, Aran D, Kim P, Hsieh C, Joshi S, Montano M, Greene WC, Butte AJ, Wong JK, Yukl SA. Heterogeneity in HIV and cellular transcription profiles in cell line models of latent and productive infection: implications for HIV latency. Retrovirology 2019; 16:32. [PMID: 31711503 PMCID: PMC6849327 DOI: 10.1186/s12977-019-0494-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 11/04/2019] [Indexed: 12/14/2022] Open
Abstract
Background HIV-infected cell lines are widely used to study latent HIV infection, which is considered the main barrier to HIV cure. We hypothesized that these cell lines differ from each other and from cells from HIV-infected individuals in the mechanisms underlying latency. Results To quantify the degree to which HIV expression is inhibited by blocks at different stages of HIV transcription, we employed a recently-described panel of RT-ddPCR assays to measure levels of 7 HIV transcripts (“read-through,” initiated, 5′ elongated, mid-transcribed/unspliced [Pol], distal-transcribed [Nef], polyadenylated, and multiply-sliced [Tat-Rev]) in bulk populations of latently-infected (U1, ACH-2, J-Lat) and productively-infected (8E5, activated J-Lat) cell lines. To assess single-cell variation and investigate cellular genes associated with HIV transcriptional blocks, we developed a novel multiplex qPCR panel and quantified single cell levels of 7 HIV targets and 89 cellular transcripts in latently- and productively-infected cell lines. The bulk cell HIV transcription profile differed dramatically between cell lines and cells from ART-suppressed individuals. Compared to cells from ART-suppressed individuals, latent cell lines showed lower levels of HIV transcriptional initiation and higher levels of polyadenylation and splicing. ACH-2 and J-Lat cells showed different forms of transcriptional interference, while U1 cells showed a block to elongation. Single-cell studies revealed marked variation between/within cell lines in expression of HIV transcripts, T cell phenotypic markers, antiviral factors, and genes implicated in latency. Expression of multiply-spliced HIV Tat-Rev was associated with expression of cellular genes involved in activation, tissue retention, T cell transcription, and apoptosis/survival. Conclusions HIV-infected cell lines differ from each other and from cells from ART-treated individuals in the mechanisms governing latent HIV infection. These differences in viral and cellular gene expression must be considered when gauging the suitability of a given cell line for future research on HIV. At the same time, some features were shared across cell lines, such as low expression of antiviral defense genes and a relationship between productive infection and genes involved in survival. These features may contribute to HIV latency or persistence in vivo, and deserve further study using novel single cell assays such as those described in this manuscript.
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Affiliation(s)
- Sushama Telwatte
- San Francisco VA Medical Center, San Francisco, CA, USA.,University of California San Francisco, San Francisco, CA, USA
| | - Sara Morón-López
- San Francisco VA Medical Center, San Francisco, CA, USA.,University of California San Francisco, San Francisco, CA, USA
| | - Dvir Aran
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Peggy Kim
- San Francisco VA Medical Center, San Francisco, CA, USA
| | - Christine Hsieh
- San Francisco VA Medical Center, San Francisco, CA, USA.,University of California San Francisco, San Francisco, CA, USA
| | - Sunil Joshi
- San Francisco VA Medical Center, San Francisco, CA, USA.,University of California San Francisco, San Francisco, CA, USA
| | - Mauricio Montano
- University of California San Francisco, San Francisco, CA, USA.,Gladstone Institute of Virology and Immunology, San Francisco, CA, USA
| | - Warner C Greene
- University of California San Francisco, San Francisco, CA, USA.,Gladstone Institute of Virology and Immunology, San Francisco, CA, USA
| | - Atul J Butte
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Joseph K Wong
- San Francisco VA Medical Center, San Francisco, CA, USA.,University of California San Francisco, San Francisco, CA, USA
| | - Steven A Yukl
- San Francisco VA Medical Center, San Francisco, CA, USA. .,University of California San Francisco, San Francisco, CA, USA.
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Whitney JB, Brad Jones R. In Vitro and In Vivo Models of HIV Latency. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1075:241-263. [DOI: 10.1007/978-981-13-0484-2_10] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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10
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Maintenance of the HIV Reservoir Is Antagonized by Selective BCL2 Inhibition. J Virol 2017; 91:JVI.00012-17. [PMID: 28331083 DOI: 10.1128/jvi.00012-17] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 03/17/2017] [Indexed: 11/20/2022] Open
Abstract
Decay of the HIV reservoir is slowed over time in part by expansion of the pool of HIV-infected cells. This expansion reflects homeostatic proliferation of infected cells by interleukin-7 (IL-7) or antigenic stimulation, as well as new rounds of infection of susceptible target cells. As novel therapies are being developed to accelerate the decay of the latent HIV reservoir, it will be important to identify interventions that prevent expansion and/or repopulation of the latent HIV reservoir. Our previous studies showed that HIV protease cleaves the host protein procaspase 8 to generate Casp8p41, which can bind and activate Bak to induce apoptosis of infected cells. In circumstances where expression of the anti-apoptotic protein BCL2 is high, Casp8p41 instead binds BCL2, and cell death does not occur. This effect can be overcome by treating cells with the clinically approved BCL2 antagonist venetoclax, which prevents Casp8p41 from binding BCL2, thereby allowing Casp8p41 to bind Bak and kill the infected cell. Here we assess whether the events that maintain the HIV reservoir are also antagonized by venetoclax. Using the J-Lat 10.6 model of persistent infection, we demonstrate that proliferation and HIV expression are countered by the use of venetoclax, which causes preferential killing of the HIV-expressing cells. Similarly, during new rounds of infection of primary CD4 T cells, venetoclax causes selective killing of HIV-infected cells, resulting in decreased numbers of HIV DNA-containing cells.IMPORTANCE Cure of HIV infection requires an intervention that reduces the HIV reservoir size. A variety of approaches are being tested for their ability to impact HIV reservoir size. Even if successful, however, these approaches will need to be combined with additional complementary approaches that prevent replenishment or repopulation of the HIV reservoir. Our previous studies have shown that the FDA-approved BCL2 antagonist venetoclax has a beneficial effect on the HIV reservoir size following HIV reactivation. Here we demonstrate that venetoclax also has a beneficial effect on HIV reservoir size in a model of homeostatic proliferation of HIV as well as in acute spreading infection of HIV in primary CD4 T cells. These results suggest that venetoclax, either alone or in combination with other approaches to reducing HIV reservoir size, is a compound worthy of further study for its effects on HIV reservoir size.
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Venkatachari NJ, Jain S, Walker L, Bivalkar-Mehla S, Chattopadhyay A, Bar-Joseph Z, Rinaldo C, Ragin A, Seaberg E, Levine A, Becker J, Martin E, Sacktor N, Ayyavoo V. Transcriptome analyses identify key cellular factors associated with HIV-1-associated neuropathogenesis in infected men. AIDS 2017; 31:623-633. [PMID: 28005686 PMCID: PMC5389669 DOI: 10.1097/qad.0000000000001379] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE HIV-1 viral proteins and host inflammatory factors have a direct role in neuronal toxicity in vitro; however, the contribution of these factors in vivo in HIV-1-associated neurocognitive disorder (HAND) is not fully understood. We applied novel Systems Biology approaches to identify specific cellular and viral factors and their related pathways that are associated with different stages of HAND. DESIGN A cross-sectional study of individuals enrolled in the Multicenter AIDS Cohort Study including HIV-1-seronegative (N = 36) and HIV-1-seropositive individuals without neurocognitive symptoms (N = 16) or with mild neurocognitive disorder (MND) (N = 8) or HIV-associated dementia (HAD) (N = 16). METHODS A systematic evaluation of global transcriptome of peripheral blood mononuclear cells (PBMCs) obtained from HIV-1-seronegative individuals and from HIV-1-positive men without neurocognitive symptoms, or MND or HAD was performed. RESULTS MND and HAD were associated with specific changes in mRNA transcripts and microRNAs in PBMCs. Comparison of upstream regulators and TimePath analyses identified specific cellular factors associated with MND and HAD, whereas HIV-1 viral proteins played a greater role in HAD. In addition, expression of specific microRNAs - miR-let-7a, miR-124, miR-15a and others - were found to correlate with mRNA gene expression and may have a potential protective role in asymptomatic HIV-1-seropositive individuals by regulating cellular signal transduction pathways downstream of chemokines and cytokines. CONCLUSION These results identify signature transcriptome changes in PBMCs associated with stages of HAND and shed light on the potential contribution of host cellular factors and viral proteins in HAND development.
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Affiliation(s)
- Narasimhan J. Venkatachari
- Department of Infectious Diseases & Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261
| | - Siddhartha Jain
- Computer Science Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 15217, USA
| | - Leah Walker
- Department of Infectious Diseases & Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261
| | - Shalmali Bivalkar-Mehla
- Department of Infectious Diseases & Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261
| | - Ansuman Chattopadhyay
- Molecular Biology Information Service, School of Medicine, University of Pittsburgh, Pittsburgh, PA, 15261, USA
- Computational Biology and Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA
| | - Ziv Bar-Joseph
- Computer Science Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 15217, USA
| | - Charles Rinaldo
- Department of Infectious Diseases & Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261
| | - Ann Ragin
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Suite 1600, 737 N. Michigan Ave, Chicago, IL 60611, USA
| | - Eric Seaberg
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21209, USA
| | - Andrew Levine
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, CA 90095
| | - James Becker
- Department of Infectious Diseases & Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261
| | - Eileen Martin
- Department of Psychiatry, Rush University Medical Center, 1645 W Jackson Blvd, Chicago, IL, 60612, USA
| | - Ned Sacktor
- Department of Neurology, Johns Hopkins Bayview Medical Center, Johns Hopkins University School of Medicine, Baltimore, MD, 21209, USA
| | - Velpandi Ayyavoo
- Department of Infectious Diseases & Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261
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HIV Integration Site Analysis of Cellular Models of HIV Latency with a Probe-Enriched Next-Generation Sequencing Assay. J Virol 2016; 90:4511-4519. [PMID: 26912621 DOI: 10.1128/jvi.01617-15] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 02/14/2016] [Indexed: 12/12/2022] Open
Abstract
UNLABELLED Antiretroviral therapy (ART) is successful in the suppression of HIV but cannot target and eradicate the latent proviral reservoir. The location of retroviral integration into the human genome is thought to play a role in the clonal expansion of infected cells and HIV persistence. We developed a high-throughput targeted sequence capture assay that uses a pool of HIV-specific probes to enrich Illumina libraries prior to deep sequencing. Using an expanded clonal population of ACH-2 cells, we demonstrate that this sequence capture assay has an extremely low false-positive rate. This assay assessed four cellular models commonly used to study HIV latency and latency-reversing agents: ACH-2 cells, J-Lat cells, the Bcl-2-transduced primary CD4(+)model, and the cultured TCM(central memory) CD4(+)model. HIV integration site characteristics and genes were compared between these cellular models and to previously reported patient data sets. Across these cellular models, there were significant differences in integration site characteristics, including orientation relative to that of the host gene, the proportion of clonally expanded sites, and the proportion located within genic regions and exons. Despite a greater diversity of minority integration sites than expected in ACH-2 cells, their integration site characteristics consistently differed from those of the other models and from the patient samples. Gene ontology analysis of highly represented genes from the patient samples found little overlap with HIV-containing genes from the cell lines. These findings show that integration site differences exist among the commonly used cellular models of HIV latency and in comparison to integration sites found in patient samples. IMPORTANCE Despite the success of ART, currently there is no successful therapy to eradicate integrated proviruses. Cellular models of HIV latency are used to test the efficacy of latency-reversing agents, but it is unclear how well these models reflect HIV integration into the human genome in vivo We have developed a novel probe-based sequence enrichment assay to sequence and analyze integrated HIV. We compared HIV integration site characteristics between four cellular models and to previously described patient data sets. Significant differences were detected in the distribution of HIV integration sites between cellular models of HIV latency and compared to data sets from patient samples. The results from this study have implications for how well these cellular models of HIV infection truly reflect HIV integration in vivo and their applicability in drug discovery for novel latency-reversing agents.
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