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Gay CL, Hanley PJ, Falcinelli SD, Kuruc JD, Pedersen SM, Kirchherr J, Raines SLM, Motta CM, Lazarski C, Chansky P, Tanna J, Shibli A, Datar A, McCann CD, Sili U, Ke R, Eron JJ, Archin N, Goonetilleke N, Bollard CM, Margolis DM. The Effects of Human Immunodeficiency Virus Type 1 (HIV-1) Antigen-Expanded Specific T-Cell Therapy and Vorinostat on Persistent HIV-1 Infection in People With HIV on Antiretroviral Therapy. J Infect Dis 2024; 229:743-752. [PMID: 38349333 PMCID: PMC10938201 DOI: 10.1093/infdis/jiad423] [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: 05/04/2023] [Accepted: 09/29/2023] [Indexed: 03/16/2024] Open
Abstract
BACKGROUND The histone deacetylase inhibitor vorinostat (VOR) can reverse human immunodeficiency virus type 1 (HIV-1) latency in vivo and allow T cells to clear infected cells in vitro. HIV-specific T cells (HXTCs) can be expanded ex vivo and have been safely administered to people with HIV (PWH) on antiretroviral therapy. METHODS Six PWH received infusions of 2 × 107 HXTCs/m² with VOR 400 mg, and 3 PWH received infusions of 10 × 107 HXTCs/m² with VOR. The frequency of persistent HIV by multiple assays including quantitative viral outgrowth assay (QVOA) of resting CD4+ T cells was measured before and after study therapy. RESULTS VOR and HXTCs were safe, and biomarkers of serial VOR effect were detected, but enhanced antiviral activity in circulating cells was not evident. After 2 × 107 HXTCs/m² with VOR, 1 of 6 PWH exhibited a decrease in QVOA, and all 3 PWH exhibited such declines after 10 × 107 HXTCs/m² and VOR. However, most declines did not exceed the 6-fold threshold needed to definitively attribute decline to the study intervention. CONCLUSIONS These modest effects provide support for the strategy of HIV latency reversal and reservoir clearance, but more effective interventions are needed to yield the profound depletion of persistent HIV likely to yield clinical benefit. Clinical Trials Registration. NCT03212989.
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Affiliation(s)
- Cynthia L Gay
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
| | - Patrick J Hanley
- Center for Cancer and Immunology Research, Children's National Health System
- Pediatrics and GW Cancer Center, The George Washington University, Washington, District of Columbia
| | - Shane D Falcinelli
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill
| | - JoAnn D Kuruc
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
| | - Susan M Pedersen
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
| | - Jennifer Kirchherr
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
| | | | - Cecilia M Motta
- Center for Cancer and Immunology Research, Children's National Health System
| | - Chris Lazarski
- Center for Cancer and Immunology Research, Children's National Health System
- Pediatrics and GW Cancer Center, The George Washington University, Washington, District of Columbia
| | - Pamela Chansky
- Center for Cancer and Immunology Research, Children's National Health System
| | - Jay Tanna
- Center for Cancer and Immunology Research, Children's National Health System
| | - Abeer Shibli
- Center for Cancer and Immunology Research, Children's National Health System
| | - Anushree Datar
- Center for Cancer and Immunology Research, Children's National Health System
| | - Chase D McCann
- Center for Cancer and Immunology Research, Children's National Health System
- Pediatrics and GW Cancer Center, The George Washington University, Washington, District of Columbia
| | - Uluhan Sili
- Center for Cancer and Immunology Research, Children's National Health System
| | - Ruian Ke
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, New Mexico
| | - Joseph J Eron
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Epidemiology, University of North Carolina at Chapel Hill
| | - Nancie Archin
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
| | - Nilu Goonetilleke
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill
| | - Catherine M Bollard
- Center for Cancer and Immunology Research, Children's National Health System
- Pediatrics and GW Cancer Center, The George Washington University, Washington, District of Columbia
| | - David M Margolis
- UNC HIV Cure Center, University of North Carolina at Chapel Hill
- Department of Medicine, University of North Carolina at Chapel Hill
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill
- Department of Epidemiology, University of North Carolina at Chapel Hill
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2
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Off-Target Effect of Activation of NF-κB by HIV Latency Reversal Agents on Transposable Elements Expression. Viruses 2022; 14:v14071571. [PMID: 35891551 PMCID: PMC9318874 DOI: 10.3390/v14071571] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 07/14/2022] [Accepted: 07/18/2022] [Indexed: 12/31/2022] Open
Abstract
Many drugs have been evaluated to reactivate HIV-1 from cellular reservoirs, but the off-target effects of these latency reversal agents (LRA) remain poorly defined. Transposable elements (TEs) are reactivated during HIV-1 infection, but studies of potential off-target drug effects on TE expression have been limited. We analyzed the differential expression of TEs induced by canonical and non-canonical NF-κB signaling. We evaluated the effect of PKC agonists (Bryostatin and Ingenol B) on the expression of TEs in memory CD4+ T cells. Ingenol B induced 38 differentially expressed TEs (17 HERV (45%) and 21 L1 (55%)). Interestingly, TE expression in effector memory CD4+ T cells was more affected by Bryostatin compared to other memory T-cell subsets, with 121 (107 upregulated and 14 downregulated) differentially expressed (DE) TEs. Of these, 31% (n = 37) were HERVs, and 69% (n = 84) were LINE-1 (L1). AZD5582 induced 753 DE TEs (406 HERV (54%) and 347 L1 (46%)). Together, our findings show that canonical and non-canonical NF-κB signaling activation leads to retroelement expressions as an off-target effect. Furthermore, our data highlights the importance of exploring the interaction between LRAs and the expression of retroelements in the context of HIV-1 eradication strategies.
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Gay CL, James KS, Tuyishime M, Falcinelli SD, Joseph SB, Moeser MJ, Allard B, Kirchherr JL, Clohosey M, Raines SLM, Montefiori DC, Shen X, Gorelick RJ, Gama L, McDermott AB, Koup RA, Mascola JR, Floris-Moore M, Kuruc JD, Ferrari G, Eron JJ, Archin NM, Margolis DM. Stable Latent HIV Infection and Low-level Viremia Despite Treatment With the Broadly Neutralizing Antibody VRC07-523LS and the Latency Reversal Agent Vorinostat. J Infect Dis 2022; 225:856-861. [PMID: 34562096 PMCID: PMC8889279 DOI: 10.1093/infdis/jiab487] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/21/2021] [Indexed: 11/13/2022] Open
Abstract
We tested the combination of a broadly neutralizing HIV antibody with the latency reversal agent vorinostat (VOR). Eight participants received 2 month-long cycles of VRC07-523LS with VOR. Low-level viremia, resting CD4+ T-cell-associated HIV RNA (rca-RNA) was measured, and intact proviral DNA assay (IPDA) and quantitative viral outgrowth assay (QVOA) were performed at baseline and posttreatment. In 3 participants, IPDA and QVOA declines were accompanied by significant declines of rca-RNA. However, no IPDA or QVOA declines clearly exceeded assay variance or natural decay. Increased resistance to VRC07-523LS was not observed. This combination therapy did not reduce viremia or the HIV reservoir. Clinical Trials Registration. NCT03803605.
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Affiliation(s)
- Cynthia L Gay
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Katherine S James
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Marina Tuyishime
- Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Shane D Falcinelli
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Microbiology and Immunology, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Sarah B Joseph
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Microbiology and Immunology, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Matthew J Moeser
- University of North Carolina Center for AIDS Research, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Brigitte Allard
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Jennifer L Kirchherr
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Matthew Clohosey
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Samuel L M Raines
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - David C Montefiori
- Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Xiaoying Shen
- Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Robert J Gorelick
- AIDS and Cancer Virus Program, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Lucio Gama
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Adrian B McDermott
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Richard A Koup
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - John R Mascola
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Michelle Floris-Moore
- Department of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - JoAnn D Kuruc
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Guido Ferrari
- Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Joseph J Eron
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Nancie M Archin
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - David M Margolis
- University of North Carolina HIV Cure Center, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Medicine, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Department of Microbiology and Immunology, University of North Carolina Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
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Curty G, Iñiguez LP, Nixon DF, Soares MA, de Mulder Rougvie M. Hallmarks of Retroelement Expression in T-Cells Treated With HDAC Inhibitors. FRONTIERS IN VIROLOGY 2021. [DOI: 10.3389/fviro.2021.756635] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
A wide spectrum of drugs have been assessed as latency reversal agents (LRA) to reactivate HIV-1 from cellular reservoirs and aid in viral eradication strategies. Histone deacetylase inhibitors (HDACi) have been studied in vitro and in vivo as potential candidates for HIV-1 latency reversion. Suberoylanilide hydroxamic acid (SAHA) and romidepsin (RMD) are two HDACi able to reverse HIV latency, however studies of potential off-target effects on retroelement expression have been limited. Retroelements constitute a large portion of the human genome, and some are considered “fossil viruses” as they constitute remnants of ancient exogenous retroviruses infections. Retroelements are reactivated during certain disease conditions like cancer or during HIV-1 infection. In this study, we analyzed differential expression of retroelements using publicly available RNA-seq datasets (GSE102187 and GSE114883) obtained from uninfected CD4+, and HIV-1 latently infected CD4+ T-cells treated with HDACi (SAHA and RMD). We found a total of 712 and 1,380 differentially expressed retroelements in HIV-1 latently infected cells following a 24-h SAHA and RMD treatment, respectively. Furthermore, we found that 531 retroelement sequences (HERVs and L1) were differentially expressed under both HDACi treatments, while 1,030 HERV/L1 were exclusively regulated by each drug. Despite differences in specific HERV loci expression, the overall pattern at the HERV family level was similar for both treatments. We detected differential expression of full-length HERV families including HERV-K, HERV-W and HERV-H. Furthermore, we analyzed the link between differentially expressed retroelements and nearby immune genes. TRAF2 (TNF receptor) and GBP5 (inflammasome activator) were upregulated in HDACi treated samples and their expression was correlated with nearby HERV (MERV101_9q34.3) and L1 (L1FLnI_1p22.2k, L1FLnI_1p22.2j, L1FLnI_1p22.2i). Our findings suggest that HDACi have an off-target effect on the expression of retroelements and on the expression of immune associated genes in treated CD4+ T-cells. Furthermore, our data highlights the importance of exploring the interaction between HIV-1 and retroelement expression in LRA treated samples to understand their role and impact on “shock and kill” strategies and their potential use as reservoir biomarkers.
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Ma S, Xie Z, Zhang L, Yang Y, Jiang H, Ouyang X, Zhao Y, Liu Q, Xu X, Li L. Identification of a Potential miRNA-mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF. Front Mol Biosci 2021; 8:657631. [PMID: 33996909 PMCID: PMC8113841 DOI: 10.3389/fmolb.2021.657631] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 03/31/2021] [Indexed: 12/16/2022] Open
Abstract
Background Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a life-threatening disease with a high mortality rate; the systemic inflammatory response plays a vital role in disease progression. We aimed to determine if a miRNA–mRNA co-regulatory network exists in the peripheral blood mononuclear cells (PBMCs) of HBV-ACLF patients, which might be important for prognosis. Methods Transcriptome-wide microRNA (miRNA) and mRNA microarrays were used to define the miRNA and mRNA expression profiles of the PBMCs of HBV-ACLF patients in a discovery cohort. The targets of the miRNAs were predicted. We built a miRNA-mRNA regulatory network through bioinformatics analysis, and used quantitative real-time polymerase chain reaction (qRT-PCR) to assess the importance of candidate miRNAs and mRNAs. We also assessed the direct and transcriptional regulatory effects of miRNAs on target mRNAs using a dual-luciferase reporter assay. Results The miRNA/mRNA PBMC expression profiles of the discovery cohort, of whom eight survived and eight died, revealed a prognostic interactive network involving 38 miRNAs and 313 mRNAs; this was constructed by identifying the target genes of the miRNAs. We validated the expression data in another cohort, of whom 43 survived and 35 died; miR-6840-3p, miR-6861-3p, JADE2, and NR3C2 were of particular interest. The levels of miR-6840-3p and miR-6861-3p were significantly increased in the PBMCs of the patients who died, and thus predicted prognosis (areas under the curve values = 0.665 and 0.700, respectively). The dual-luciferase reporter assay indicated that miR-6840-3p directly targeted JADE2. Conclusion We identified a prognostic miRNA-mRNA co-regulatory network in the PBMCs of HBV-ACLF patients. miR-6840-3p-JADE2 is a potential miRNA–mRNA pair contributing to a poor prognosis.
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Affiliation(s)
- Shanshan Ma
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Zhongyang Xie
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Lingjian Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Ya Yang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - He Jiang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaoxi Ouyang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Yalei Zhao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Qiuhong Liu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaowei Xu
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Department of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Lanjuan Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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In Vitro Pharmacokinetic/Pharmacodynamic Modeling of HIV Latency Reversal by Novel HDAC Inhibitors Using an Automated Platform. SLAS DISCOVERY 2021; 26:642-654. [DOI: 10.1177/2472555220983810] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Antiretroviral therapy is able to effectively control but not eradicate HIV infection, which can persist, leading to the need for lifelong therapy. The existence of latently HIV-infected cells is a major barrier to the eradication of chronic HIV infection. Histone deacetylase inhibitors (HDACis), small molecules licensed for oncology indications, have shown the ability to produce HIV transcripts in vitro and in vivo. The pharmacologic parameters that drive optimal HIV latency reversal in vivo are unknown and could be influenced by such factors as the HDACi binding kinetics, concentration of compound, and duration of exposure. This study evaluates how these parameters affect HIV latency reversal for a series of novel HDACis that differ in their enzymatic on and off rates. Varying cellular exposure, using automated washout methods of HDACi in a Jurkat cell model of HIV latency, led to the investigation of the relationship between pharmacokinetic (PK) properties, target engagement (TE), and pharmacodynamic (PD) responses. Using an automated robotic platform enabled miniaturization of a suspension cell-based washout assay that required multiple manipulations over the 48 h duration of the assay. Quantification of histone acetylation (TE) revealed that HDACis showed early peaks and differences in the durability of response between different investigated HDACis. By expanding the sample times, the shift between TE and PD, as measured by green fluorescent protein, could be fully characterized. The comprehensive data set generated by automating the assays described here was used to establish a PK/PD model for HDACi-induced HIV latency reversal.
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