1
|
Sanz M, Weideman AMK, Ward AR, Clohosey ML, Garcia-Recio S, Selitsky SR, Mann BT, Iannone MA, Whitworth CP, Chitrakar A, Garrido C, Kirchherr J, Coffey AR, Tsai YH, Samir S, Xu Y, Copertino D, Bosque A, Jones BR, Parker JS, Hudgens MG, Goonetilleke N, Soriano-Sarabia N. Aminobisphosphonates reactivate the latent reservoir in people living with HIV-1. Front Immunol 2023; 14:1219250. [PMID: 37744358 PMCID: PMC10516574 DOI: 10.3389/fimmu.2023.1219250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/17/2023] [Indexed: 09/26/2023] Open
Abstract
Antiretroviral therapy (ART) is not curative due to the existence of cellular reservoirs of latent HIV-1 that persist during therapy. Current research efforts to cure HIV-1 infection include "shock and kill" strategies to disrupt latency using small molecules or latency-reversing agents (LRAs) to induce expression of HIV-1 enabling cytotoxic immune cells to eliminate infected cells. The modest success of current LRAs urges the field to identify novel drugs with increased clinical efficacy. Aminobisphosphonates (N-BPs) that include pamidronate, zoledronate, or alendronate, are the first-line treatment of bone-related diseases including osteoporosis and bone malignancies. Here, we show the use of N-BPs as a novel class of LRA: we found in ex vivo assays using primary cells from ART-suppressed people living with HIV-1 that N-BPs induce HIV-1 from latency to levels that are comparable to the T cell activator phytohemagglutinin (PHA). RNA sequencing and mechanistic data suggested that reactivation may occur through activation of the activator protein 1 signaling pathway. Stored samples from a prior clinical trial aimed at analyzing the effect of alendronate on bone mineral density, provided further evidence of alendronate-mediated latency reversal and activation of immune effector cells. Decay of the reservoir measured by IPDA was however not detected. Our results demonstrate the novel use of N-BPs to reverse HIV-1 latency while inducing immune effector functions. This preliminary evidence merits further investigation in a controlled clinical setting possibly in combination with therapeutic vaccination.
Collapse
Affiliation(s)
- Marta Sanz
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Ann Marie K. Weideman
- Biostatistics Core, Center for AIDS Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Adam R. Ward
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
- Department of Infectious Diseases, Weill Cornell Medicine, New York, NY, United States
| | - Matthew L. Clohosey
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Susana Garcia-Recio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Sara R. Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Brendan T. Mann
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Marie Anne Iannone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Chloe P. Whitworth
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alisha Chitrakar
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Carolina Garrido
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jennifer Kirchherr
- UNC HIV Cure Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alisha R. Coffey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Yi- Hsuan Tsai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Shahryar Samir
- Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Yinyan Xu
- Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Dennis Copertino
- Department of Infectious Diseases, Weill Cornell Medicine, New York, NY, United States
| | - Alberto Bosque
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| | - Brad R. Jones
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
- Department of Infectious Diseases, Weill Cornell Medicine, New York, NY, United States
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Michael G. Hudgens
- Biostatistics Core, Center for AIDS Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nilu Goonetilleke
- Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Natalia Soriano-Sarabia
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington, DC, United States
| |
Collapse
|
2
|
Oliveira MF, Pankow A, Vollbrecht T, Kumar NM, Cabalero G, Ignacio C, Zhao M, Vitomirov A, Gouaux B, Nakawawa M, Murrell B, Ellis RJ, Gianella S. Evaluation of Archival HIV DNA in Brain and Lymphoid Tissues. J Virol 2023; 97:e0054323. [PMID: 37184401 PMCID: PMC10308944 DOI: 10.1128/jvi.00543-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 04/20/2023] [Indexed: 05/16/2023] Open
Abstract
HIV reservoirs persist in anatomic compartments despite antiretroviral therapy (ART). Characterizing archival HIV DNA in the central nervous system (CNS) and other tissues is crucial to inform cure strategies. We evaluated paired autopsy brain-frontal cortex (FC), occipital cortex (OCC), and basal ganglia (BG)-and peripheral lymphoid tissues from 63 people with HIV. Participants passed away while virally suppressed on ART at the last visit and without evidence of CNS opportunistic disease. We quantified total HIV DNA in all participants and obtained full-length HIV-envelope (FL HIV-env) sequences from a subset of 14 participants. We detected HIV DNA (gag) in most brain (65.1%) and all lymphoid tissues. Lymphoid tissues had higher HIV DNA levels than the brain (P < 0.01). Levels of HIV gag between BG and FC were similar (P > 0.2), while OCC had the lowest levels (P = 0.01). Females had higher HIV DNA levels in tissues than males (gag, P = 0.03; 2-LTR, P = 0.05), suggesting possible sex-associated mechanisms for HIV reservoir persistence. Most FL HIV-env sequences (n = 143) were intact, while 42 were defective. Clonal sequences were found in 8 out of 14 participants, and 1 participant had clonal defective sequences in the brain and spleen, suggestive of cell migration. From 10 donors with paired brain and lymphoid sequences, we observed evidence of compartmentalized sequences in 2 donors. Our data further the idea that the brain is a site for archival HIV DNA during ART where compartmentalized provirus may occur in a subset of people. Future studies assessing FL HIV-provirus and replication competence are needed to further evaluate the HIV reservoirs in tissues. IMPORTANCE HIV infection of the brain is associated with adverse neuropsychiatric outcomes, despite efficient antiretroviral treatment. HIV may persist in reservoirs in the brain and other tissues, which can seed virus replication if treatment is interrupted, representing a major challenge to cure HIV. We evaluated reservoirs and genetic features in postmortem brain and lymphoid tissues from people with HIV who passed away during suppressed HIV replication. We found a differential distribution of HIV reservoirs across brain regions which was lower than that in lymphoid tissues. We observed that most HIV reservoirs in tissues had intact envelope sequences, suggesting they could potentially generate replicative viruses. We found that women had higher HIV reservoir levels in brain and lymphoid tissues than men, suggesting possible sex-based mechanisms of maintenance of HIV reservoirs in tissues, warranting further investigation. Characterizing the archival HIV DNA in tissues is important to inform future HIV cure strategies.
Collapse
Affiliation(s)
- Michelli F. Oliveira
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Alec Pankow
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Vollbrecht
- Department of Medicine, University of California San Diego, La Jolla, California, USA
- Veterans Affairs San Diego Healthcare System, San Diego, California, USA
| | - Nikesh M. Kumar
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Gemma Cabalero
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Caroline Ignacio
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Mitchell Zhao
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Andrej Vitomirov
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Ben Gouaux
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Masato Nakawawa
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Ben Murrell
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Ronald J. Ellis
- Department of Neurosciences and Psychiatry, University of California San Diego, La Jolla, California, USA
| | - Sara Gianella
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| |
Collapse
|
3
|
Hsu J, Besien KV, Glesby MJ, Pahwa S, Coletti A, Warshaw MG, Petz L, Moore TB, Chen YH, Pallikkuth S, Dhummakupt A, Cortado R, Golner A, Bone F, Baldo M, Riches M, Mellors JW, Tobin NH, Browning R, Persaud D, Bryson Y. HIV-1 remission and possible cure in a woman after haplo-cord blood transplant. Cell 2023; 186:1115-1126.e8. [PMID: 36931242 PMCID: PMC10616809 DOI: 10.1016/j.cell.2023.02.030] [Citation(s) in RCA: 48] [Impact Index Per Article: 48.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 11/01/2022] [Accepted: 02/17/2023] [Indexed: 03/18/2023]
Abstract
Previously, two men were cured of HIV-1 through CCR5Δ32 homozygous (CCR5Δ32/Δ32) allogeneic adult stem cell transplant. We report the first remission and possible HIV-1 cure in a mixed-race woman who received a CCR5Δ32/Δ32 haplo-cord transplant (cord blood cells combined with haploidentical stem cells from an adult) to treat acute myeloid leukemia (AML). Peripheral blood chimerism was 100% CCR5Δ32/Δ32 cord blood by week 14 post-transplant and persisted through 4.8 years of follow-up. Immune reconstitution was associated with (1) loss of detectable replication-competent HIV-1 reservoirs, (2) loss of HIV-1-specific immune responses, (3) in vitro resistance to X4 and R5 laboratory variants, including pre-transplant autologous latent reservoir isolates, and (4) 18 months of HIV-1 control with aviremia, off antiretroviral therapy, starting at 37 months post-transplant. CCR5Δ32/Δ32 haplo-cord transplant achieved remission and a possible HIV-1 cure for a person of diverse ancestry, living with HIV-1, who required a stem cell transplant for acute leukemia.
Collapse
Affiliation(s)
- Jingmei Hsu
- Department of Medicine, Division of Hematology& Oncology, Weill Cornell Medicine / New York Presbyterian Hospital, New York, NY, 10021, USA
| | - Koen Van Besien
- Department of Medicine, Division of Hematology& Oncology, Weill Cornell Medicine / New York Presbyterian Hospital, New York, NY, 10021, USA
| | - Marshall J. Glesby
- Department of Medicine, Division of Infectious Diseases, Weill Cornell Medicine / New York Presbyterian Hospital, New York, NY, 10021, USA
| | - Savita Pahwa
- Department of Microbiology and Immunology, Pediatrics and Medicine, University of Miami Miller School of Medicine, Miami, FL, 33136, USA
| | - Anne Coletti
- Family Health International 360, Durham, NC, 27761, USA
| | - Meredith G Warshaw
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health, Boston, MA, 02115, USA
| | - Larry Petz
- StemCyte International Cord Blood Center, Baldwin Park, California, 91706, USA
| | - Theodore B. Moore
- Department of Pediatrics, Division of Hematology& Oncology, Ronald Reagan UCLA Medical Center, Los Angeles, CA, 90095, USA
| | - Ya Hui Chen
- Department of Pediatrics, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, 21025, USA
| | - Suresh Pallikkuth
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, 33136, USA
| | - Adit Dhummakupt
- Department of Pediatrics, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, 21025, USA
| | - Ruth Cortado
- Department of Pediatrics, Division of Infectious Diseases, Mattel Children’s, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
| | - Amanda Golner
- Frontier Science & Technology Research Foundation, Inc, Amherst, NY, 14226, USA
| | - Frederic Bone
- Frontier Science & Technology Research Foundation, Inc, Amherst, NY, 14226, USA
| | - Maria Baldo
- Department of Medicine, Division of Hematology& Oncology, Weill Cornell Medicine / New York Presbyterian Hospital, New York, NY, 10021, USA
| | - Marcie Riches
- Center for International Blood and Marrow Transplant Research (CIBMTR), Medical College of Wisconsin Clinical Cancer Center, Milwaukee, WI, 53226, USA
| | - John W. Mellors
- Department of Medicine, Division of Infectious Diseases, University of Pittsburg School of Medicine, Pittsburgh, PA, 15261, USA
| | - Nicole H. Tobin
- Department of Pediatrics, Division of Infectious Diseases, Mattel Children’s, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
| | - Renee Browning
- National Institutes of Health, National Institute of Allergy and Infectious Diseases, Bethesda, MD, 20892, USA
| | - Deborah Persaud
- Department of Pediatrics, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, 21025, USA
| | - Yvonne Bryson
- Department of Pediatrics, Division of Infectious Diseases, Mattel Children’s, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA
| | | |
Collapse
|
4
|
Sanz M, Weideman AMK, Ward AR, Clohosey ML, Garcia-Recio S, Selitsky SR, Mann BT, Iannone MA, Whitworth CP, Chitrakar A, Garrido C, Kirchherr J, Coffey AR, Tsai YH, Samir S, Xu Y, Copertino D, Bosque A, Jones BR, Parker JS, Hudgens MG, Goonetilleke N, Soriano-Sarabia N. Aminobisphosphonates reactivate the latent reservoir in people living with HIV-1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.07.527421. [PMID: 36798291 PMCID: PMC9934553 DOI: 10.1101/2023.02.07.527421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Antiretroviral therapy (ART) is not curative due to the existence of cellular reservoirs of latent HIV-1 that persist during therapy. Current research efforts to cure HIV-1 infection include "shock and kill" strategies to disrupt latency using small molecules or latency-reversing agents (LRAs) to induce expression of HIV-1 enabling cytotoxic immune cells to eliminate infected cells. The modest success of current LRAs urges the field to identify novel drugs with increased clinical efficacy. Aminobisphosphonates (N-BPs) that include pamidronate, zoledronate, or alendronate, are the first-line treatment of bone-related diseases including osteoporosis and bone malignancies. Here, we show the use of N-BPs as a novel class of LRA: we found in ex vivo assays using primary cells from ART-suppressed people living with HIV-1 that N-BPs induce HIV-1 from latency to levels that are comparable to the T cell activator phytohemagglutinin (PHA). RNA sequencing and mechanistic data suggested that reactivation may occur through activation of the activator protein 1 signaling pathway. Stored samples from a prior clinical trial aimed at analyzing the effect of alendronate on bone mineral density, provided further evidence of alendronate-mediated latency reversal and activation of immune effector cells. Decay of the reservoir measured by IPDA was however not detected. Our results demonstrate the novel use of N-BPs to reverse HIV-1 latency while inducing immune effector functions. This preliminary evidence merits further investigation in a controlled clinical setting possibly in combination with therapeutic vaccination.
Collapse
Affiliation(s)
- Marta Sanz
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Ann Marie K. Weideman
- Department of Biostatistics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Adam R. Ward
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
- Department of Infectious Diseases, Weill Cornell Medicine, New York, USA
| | - Matthew L. Clohosey
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Susana Garcia-Recio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Sara R. Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Brendan T. Mann
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Marie Anne Iannone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Chloe P. Whitworth
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Alisha Chitrakar
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Carolina Garrido
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Jennifer Kirchherr
- UNC HIV-1 Cure Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Alisha R. Coffey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Yi-Hsuan Tsai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Shahryar Samir
- Microbiology & Immunology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Yinyan Xu
- Microbiology & Immunology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Dennis Copertino
- Department of Infectious Diseases, Weill Cornell Medicine, New York, USA
| | - Alberto Bosque
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| | - Brad R. Jones
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
- Department of Infectious Diseases, Weill Cornell Medicine, New York, USA
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina, USA
- Department of Genetics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Michael G. Hudgens
- Department of Biostatistics, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Nilu Goonetilleke
- Microbiology & Immunology, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Natalia Soriano-Sarabia
- Department of Microbiology Immunology and Tropical Medicine, the George Washington University, Washington DC, USA
| |
Collapse
|
5
|
Li M, Budai MM, Chen M, Wang J. Targeting HIV-1 reservoirs in T cell subsets. Front Immunol 2023; 14:1087923. [PMID: 36742330 PMCID: PMC9895780 DOI: 10.3389/fimmu.2023.1087923] [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: 11/02/2022] [Accepted: 01/09/2023] [Indexed: 01/22/2023] Open
Abstract
The HIV-1 reservoirs harbor the latent proviruses that are integrated into the host genome. It is a challenging task to eradicate the proviruses in order to achieve an HIV cure. We have described a strategy for the clearance of HIV-1 infection through selective elimination of host cells harboring replication-competent HIV (SECH), by inhibition of autophagy and promotion of apoptosis during viral re-activation. HIV-1 can infect various CD4+ T cell subsets, but it is not known whether the SECH approach is equally effective in targeting HIV-1 reservoirs in these different subsets in vivo. In a humanized mouse model, we found that treatments of HIV-1 infection by suppressive antiretroviral therapy (ART) led to the establishment of latent HIV reservoirs in naïve, central memory and effector memory T cells. Moreover, SECH treatments could clear latent HIV-1 reservoirs in these different T cell subsets of humanized mice. Co-culture studies showed that T cell subsets latently infected by HIV-1, but not uninfected bystander cells, were susceptible to cell death induced by SECH treatments. Our study suggests that the SECH strategy is effective for specific targeting of latent HIV-1 reservoirs in different T cell subsets.
Collapse
Affiliation(s)
- Min Li
- Immunobiology and Transplant Science Center, Houston Methodist Research Institute, Houston, TX, United States
| | - Marietta M. Budai
- Immunobiology and Transplant Science Center, Houston Methodist Research Institute, Houston, TX, United States
| | - Min Chen
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, United States
| | - Jin Wang
- Immunobiology and Transplant Science Center, Houston Methodist Research Institute, Houston, TX, United States
- Department of Surgery, Weill Cornell Medical College, Cornell University, New York, NY, United States
| |
Collapse
|
6
|
Huang Y, Dhummakupt A, Khetan P, Nilles T, Zhou W, Mudvari P, Szewczyk J, Chen YH, Boritz E, Ji H, Agwu A, Persaud D. Immune activation and exhaustion marker expression on T-cell subsets in ART-treated adolescents and young adults with perinatal HIV-1 infection as correlates of viral persistence. Front Immunol 2023; 14:1007626. [PMID: 37033916 PMCID: PMC10076634 DOI: 10.3389/fimmu.2023.1007626] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Accepted: 03/06/2023] [Indexed: 04/11/2023] Open
Abstract
HIV-1 infection in memory CD4+ T cells forms a latent reservoir that is a barrier to cure. Identification of immune biomarkers that correlate with HIV-1 reservoir size may aid with evaluating efficacy of HIV-1 eradication strategies, towards ART-free remission and cure. In adults living with non-perinatal HIV-1, the immune exhaustion marker PD-1 on central memory CD4+ T cells (Tcm) correlates with measures of HIV-1 reservoir size. Immune correlates of HIV-1 are less defined in adolescents and young adults with perinatal HIV-1. With multi-parameter flow cytometry, we examined immune activation (CD69, CD25, HLA-DR), and exhaustion (PD-1, TIGIT, TIM-3 and LAG-3) markers on CD4+ T cell subsets (naïve (Tn), central memory (Tcm), and the combination (Ttem) of transitional (Ttm) and effector memory (Tem) cells, in 10 adolescents and young adults living with perinatal HIV-1 (median age 15.9 years; median duration of virologic suppression 7.0 years), in whom HIV-1 reservoir size was measured with the Intact Proviral HIV-1 DNA Assay (IPDA) and an enhanced Tat/Rev limiting dilution assay (TILDA). RNA-seq was also performed on the unstimulated CD4+ T cells. The median total HIV-1 DNA concentration in memory CD4+ T cells was 211.90 copies per million CD4+ T cells. In the 7 participants with subtype B HIV-1 infection, the median intact proviral DNA load was 7.96 copies per million CD4+ T cells. Levels of HLA-DR and TIGIT on the Ttem were correlated with total HIV-1 DNA (r=0.76, p=0.015) and (r=0.72, p=0.023), respectively, but not with intact proviral load or induced reservoir size. HIV-1 DNA load was also positively correlated with transcriptional clusters associated with HLA-DR expression by RNA-seq. In contrast, PD-1 expression on Tcm was inversely correlated with total HIV-1 DNA (r=-0.67, p=0.039). Reservoir size by IPDA and TILDA were correlated (r=0.81, p=0.036). Thus, in this cohort of youths with long-standing treated perinatal infection, HLA-DR and TIGIT on Ttem were the key correlates of HIV-1 infected cell frequencies by total HIV-1 DNA, and not PD-1. Total HIV-1 DNA was negatively correlated with PD-1 expressing Tcm. These differences in longstanding perinatal HIV-1 infection compared with adult infection requires further study in larger cohorts.
Collapse
Affiliation(s)
- Yuyang Huang
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Adit Dhummakupt
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Priya Khetan
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Tricia Nilles
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Weiqiang Zhou
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Prakriti Mudvari
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, United States
| | - Joseph Szewczyk
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Ya Hui Chen
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Eli Boritz
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, United States
| | - Hongkai Ji
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Allison Agwu
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Deborah Persaud
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
- Department of Pediatric Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- *Correspondence: Deborah Persaud,
| |
Collapse
|
7
|
Identification of CD98 as a Novel Biomarker for HIV-1 Permissiveness and Latent Infection. mBio 2022; 13:e0249622. [PMID: 36214569 PMCID: PMC9765422 DOI: 10.1128/mbio.02496-22] [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] [Indexed: 11/20/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) can integrate viral DNA into host cell chromosomes to establish a long-term stable latent reservoir, which is a major obstacle to cure HIV-1 infection. The characteristics of the HIV-1 latent reservoir have not been fully understood. Here, we identified 126 upregulated plasma membrane proteins in HIV-1 latently infected cells by a label-free liquid chromatography-tandem mass spectrometry analysis. The higher levels of CD98 expression in multiple HIV-1 latently infected cell lines and primary CD4+ T cells compared to uninfected cells were further confirmed by quantitative reverse transcription PCR (RT-qPCR) and flow cytometry analyses. In addition, CD98high CD4+ T cells displayed hyper-permissiveness to HIV-1 infection and possessed distinct immune phenotypic profiles associated with Th17 and peripheral follicular T helper (pTFH) characteristics. Notably, the CD98high resting memory CD4+ T cells harbored significantly higher cell-associated viral RNA and intact provirus than CD98low counterparts in HIV-1-infected individuals receiving combined antiretroviral therapy. Furthermore, CD98high CD4+ T cells exhibited a robust proliferative capacity and significantly contributed to the clonal expansion of the HIV-1 latent reservoir. Our study demonstrates that CD98 can be used as a novel biomarker of HIV-1 latently infected cells to indicate the effect of various strategies to reduce the viral reservoir. IMPORTANCE Identification of cellular biomarkers is the crucial challenge to eradicate the HIV-1 latent reservoir. In our study, we identified CD98 as a novel plasma membrane biomarker for HIV-1 permissiveness and latent infection. Importantly, CD98high CD4+ T cells exhibited a hyper-permissiveness to HIV-1 infection and significantly contributed to the clonal expansion of the HIV-1 latent reservoir. CD98 could be targeted to develop therapeutic strategies to reduce the HIV-1 latent reservoir in further research.
Collapse
|
8
|
Heterogeneity of Latency Establishment in the Different Human CD4
+
T Cell Subsets Stimulated with IL-15. J Virol 2022; 96:e0037922. [PMID: 35499323 PMCID: PMC9131862 DOI: 10.1128/jvi.00379-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
HIV integrates into the host genome, creating a viral reservoir of latently infected cells that persists despite effective antiretroviral treatment. CD4-positive (CD4+) T cells are the main contributors to the HIV reservoir. CD4+ T cells are a heterogeneous population, and the mechanisms of latency establishment in the different subsets, as well as their contribution to the reservoir, are still unclear. In this study, we analyzed HIV latency establishment in different CD4+ T cell subsets stimulated with interleukin 15 (IL-15), a cytokine that increases both susceptibility to infection and reactivation from latency. Using a dual-reporter virus that allows discrimination between latent and productive infection at the single-cell level, we found that IL-15-treated primary human CD4+ T naive and CD4+ T stem cell memory (TSCM) cells are less susceptible to HIV infection than CD4+ central memory (TCM), effector memory (TEM), and transitional memory (TTM) cells but are also more likely to harbor transcriptionally silent provirus. The propensity of these subsets to harbor latent provirus compared to the more differentiated memory subsets was independent of differential expression of pTEFb components. Microscopy analysis of NF-κB suggested that CD4+ T naive cells express smaller amounts of nuclear NF-κB than the other subsets, partially explaining the inefficient long terminal repeat (LTR)-driven transcription. On the other hand, CD4+ TSCM cells display similar levels of nuclear NF-κB to CD4+ TCM, CD4+ TEM, and CD4+ TTM cells, indicating the availability of transcription initiation and elongation factors is not solely responsible for the inefficient HIV gene expression in the CD4+ TSCM subset. IMPORTANCE The formation of a latent reservoir is the main barrier to HIV cure. Here, we investigated how HIV latency is established in different CD4+ T cell subsets in the presence of IL-15, a cytokine that has been shown to efficiently induce latency reversal. We observed that, even in the presence of IL-15, the less differentiated subsets display lower levels of productive HIV infection than the more differentiated subsets. These differences were not related to different expression of pTEFb, and modest differences in NF-κB were observed for CD4+ T naive cells only, implying the involvement of other mechanisms. Understanding the molecular basis of latency establishment in different CD4+ T cell subsets might be important for tailoring specific strategies to reactivate HIV transcription in all the CD4+ T subsets that compose the latent reservoir.
Collapse
|
9
|
Abstract
Future HIV-1 curative therapies require a thorough understanding of the distribution of genetically-intact HIV-1 within T-cell subsets during antiretroviral therapy (ART) and the cellular mechanisms that maintain this reservoir. Therefore, we sequenced near-full-length HIV-1 genomes and identified genetically-intact and genetically-defective genomes from resting naive, stem-cell memory, central memory, transitional memory, effector memory, and terminally-differentiated CD4+ T-cells with known cellular half-lives from 11 participants on ART. We find that a higher infection frequency with any HIV-1 genome was significantly associated with a shorter cellular half-life, such as transitional and effector memory cells. A similar enrichment of genetically-intact provirus was observed in these cells with relatively shorter half-lives. We found that effector memory and terminally-differentiated cells also had significantly higher levels of expansions of genetically-identical sequences, while only transitional and effector memory cells contained genetically-intact proviruses that were part of a cluster of identical sequences. Expansions of identical sequences were used to infer cellular proliferation from clonal expansion. Altogether, this indicates that specific cellular mechanisms such as short half-life and proliferative potential contribute to the persistence of genetically-intact HIV-1. IMPORTANCE The design of future HIV-1 curative therapies requires a more thorough understanding of the distribution of genetically-intact HIV-1 within T-cell subsets as well as the cellular mechanisms that maintain this reservoir. These genetically-intact and presumably replication-competent proviruses make up the latent HIV-1 reservoir. Our investigations into the possible cellular mechanisms maintaining the HIV-1 reservoir in different T-cell subsets have revealed a link between the half-lives of T-cells and the level of proviruses they contain. Taken together, we believe our study shows that more differentiated and proliferative cells, such as transitional and effector memory T-cells, contain the highest levels of genetically-intact proviruses, and the rapid turnover rate of these cells contributes to the expansion of genetically-intact proviruses within them. Therefore, our study delivers an in-depth assessment of the cellular mechanisms, such as cellular proliferation and half-life, that contribute to and maintain the latent HIV-1 reservoir.
Collapse
|
10
|
He Y, He G, He T. Specifically Targeted Transport of Plasma Membrane Transporters: From Potential Mechanisms for Regulating Cell Health or Disease to Applications. MEMBRANES 2021; 11:membranes11100736. [PMID: 34677502 PMCID: PMC8538571 DOI: 10.3390/membranes11100736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/22/2021] [Accepted: 09/24/2021] [Indexed: 11/23/2022]
Abstract
Normal substrate transport and signal transmission are the premise to ensure the health of biological somatic cells. Therefore, a comprehensive understanding of the molecular mechanism of intercellular substrate transport is of great significance for clinical treatment. In order to better understand the membrane protein through its interaction with receptors, to help maintain a healthy cell and the molecular mechanisms of disease, in this paper, we seek to clarify, first of all, the recognition mechanism for different types of membrane protein receptors; pathogen invasion using the transport pathway involved in the membrane; and the latest specific target sites of various kinds of membrane transport carriers; to provide an explanation and summary of the system. Secondly, the downstream receptor proteins and specific substrates of different membrane transporters were classified systematically; the functional differences of different subclasses and their relationship with intracellular transport disorders were analyzed to further explore the potential relationship between cell transport disorders and diseases. Finally, the paper summarizes the use of membrane transporter-specific targets for drug design and development from the latest research results; it points out the transporter-related results in disease treatment; the application prospects and the direction for drug development and disease treatment providing a new train of thought; also for disease-specific targeted therapy, it provides a certain reference value.
Collapse
Affiliation(s)
- Yeqing He
- College of Agricultural, Guizhou University, Guiyang 550025, China; (Y.H.); (T.H.)
| | - Guandi He
- College of Agricultural, Guizhou University, Guiyang 550025, China; (Y.H.); (T.H.)
- Correspondence:
| | - Tengbing He
- College of Agricultural, Guizhou University, Guiyang 550025, China; (Y.H.); (T.H.)
- Institute of New Rural Development, Guizhou University, Guiyang 550025, China
| |
Collapse
|
11
|
Mendoza P, Jackson JR, Oliveira TY, Gaebler C, Ramos V, Caskey M, Jankovic M, Nussenzweig MC, Cohn LB. Antigen-responsive CD4+ T cell clones contribute to the HIV-1 latent reservoir. J Exp Med 2021; 217:151689. [PMID: 32311008 PMCID: PMC7336300 DOI: 10.1084/jem.20200051] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 03/09/2020] [Accepted: 04/07/2020] [Indexed: 01/07/2023] Open
Abstract
Antiretroviral therapy suppresses but does not cure HIV-1 infection due to the existence of a long-lived reservoir of latently infected cells. The reservoir has an estimated half-life of 44 mo and is largely composed of clones of infected CD4+ T cells. The long half-life appears to result in part from expansion and contraction of infected CD4+ T cell clones. However, the mechanisms that govern this process are poorly understood. To determine whether the clones might result from and be maintained by exposure to antigen, we measured responses of reservoir cells to a small subset of antigens from viruses that produce chronic or recurrent infections. Despite the limited panel of test antigens, clones of antigen-responsive CD4+ T cells containing defective or intact latent proviruses were found in seven of eight individuals studied. Thus, chronic or repeated exposure to antigen may contribute to the longevity of the HIV-1 reservoir by stimulating the clonal expansion of latently infected CD4+ T cells.
Collapse
Affiliation(s)
- Pilar Mendoza
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY
| | | | - Thiago Y Oliveira
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY
| | - Christian Gaebler
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY
| | - Victor Ramos
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY
| | - Marina Caskey
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY
| | - Mila Jankovic
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY
| | - Michel C Nussenzweig
- Laboratory of Molecular Immunology, The Rockefeller University, New York, NY.,Howard Hughes Medical Institute, The Rockefeller University, New York, NY
| | - Lillian B Cohn
- The Chan Zuckerberg Biohub, San Francisco, CA.,Department of Medicine, University of California, San Francisco, San Francisco, CA
| |
Collapse
|
12
|
Bacchus-Souffan C, Fitch M, Symons J, Abdel-Mohsen M, Reeves DB, Hoh R, Stone M, Hiatt J, Kim P, Chopra A, Ahn H, York VA, Cameron DL, Hecht FM, Martin JN, Yukl SA, Mallal S, Cameron PU, Deeks SG, Schiffer JT, Lewin SR, Hellerstein MK, McCune JM, Hunt PW. Relationship between CD4 T cell turnover, cellular differentiation and HIV persistence during ART. PLoS Pathog 2021; 17:e1009214. [PMID: 33465157 PMCID: PMC7846027 DOI: 10.1371/journal.ppat.1009214] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 01/29/2021] [Accepted: 12/04/2020] [Indexed: 12/17/2022] Open
Abstract
The precise role of CD4 T cell turnover in maintaining HIV persistence during antiretroviral therapy (ART) has not yet been well characterized. In resting CD4 T cell subpopulations from 24 HIV-infected ART-suppressed and 6 HIV-uninfected individuals, we directly measured cellular turnover by heavy water labeling, HIV reservoir size by integrated HIV-DNA (intDNA) and cell-associated HIV-RNA (caRNA), and HIV reservoir clonality by proviral integration site sequencing. Compared to HIV-negatives, ART-suppressed individuals had similar fractional replacement rates in all subpopulations, but lower absolute proliferation rates of all subpopulations other than effector memory (TEM) cells, and lower plasma IL-7 levels (p = 0.0004). Median CD4 T cell half-lives decreased with cell differentiation from naïve to TEM cells (3 years to 3 months, p<0.001). TEM had the fastest replacement rates, were most highly enriched for intDNA and caRNA, and contained the most clonal proviral expansion. Clonal proviruses detected in less mature subpopulations were more expanded in TEM, suggesting that they were maintained through cell differentiation. Earlier ART initiation was associated with lower levels of intDNA, caRNA and fractional replacement rates. In conclusion, circulating integrated HIV proviruses appear to be maintained both by slow turnover of immature CD4 subpopulations, and by clonal expansion as well as cell differentiation into effector cells with faster replacement rates.
Collapse
Affiliation(s)
- Charline Bacchus-Souffan
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, California, United States of America
| | - Mark Fitch
- Department of Nutritional Sciences and Toxicology, University of California, Berkeley, California, United States of America
| | - Jori Symons
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia
| | | | - Daniel B. Reeves
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Rebecca Hoh
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, California, United States of America
| | - Mars Stone
- Vitalant Research Institute and Department of Laboratory Medicine at the University of California, San Francisco, California, United States of America
| | - Joseph Hiatt
- Medical Scientist Training Program & Biomedical Sciences Graduate Program, University of California, San Francisco, California, United States of America
| | - Peggy Kim
- Infectious Diseases Section, Medical Service, San Francisco Veterans Affairs Medical Center, California, United States of America
| | - Abha Chopra
- Institute for Immunology and Infectious Diseases, Murdoch University, Perth, Australia
- Center for Translational Immunology and Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Haelee Ahn
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, California, United States of America
| | - Vanessa A. York
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, California, United States of America
| | - Daniel L. Cameron
- Division of Bioinformatics, Walter & Eliza Hall Institute of Medical Research, Parkville, Australia
| | - Frederick M. Hecht
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, California, United States of America
| | - Jeffrey N. Martin
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, California, United States of America
| | - Steven A. Yukl
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, California, United States of America
- Infectious Diseases Section, Medical Service, San Francisco Veterans Affairs Medical Center, California, United States of America
| | - Simon Mallal
- Institute for Immunology and Infectious Diseases, Murdoch University, Perth, Australia
- Center for Translational Immunology and Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Paul U. Cameron
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, California, United States of America
| | - Joshua T. Schiffer
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Sharon R. Lewin
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia
| | - Marc K. Hellerstein
- Department of Nutritional Sciences and Toxicology, University of California, Berkeley, California, United States of America
| | - Joseph M. McCune
- Global Health Innovative Technology Solutions/HIV Frontiers, Bill & Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Peter W. Hunt
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, California, United States of America
- * E-mail:
| |
Collapse
|
13
|
Pahar B, Kuebler D, Rasmussen T, Wang X, Srivastav SK, Das A, Veazey RS. Quantification of Viral RNA and DNA Positive Cells in Tissues From Simian Immunodeficiency Virus/Simian Human Immunodeficiency Virus Infected Controller and Progressor Rhesus Macaques. Front Microbiol 2019; 10:2933. [PMID: 31921088 PMCID: PMC6933296 DOI: 10.3389/fmicb.2019.02933] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 12/05/2019] [Indexed: 01/04/2023] Open
Abstract
Eradication of human immunodeficiency virus 1 (HIV-1) from an infected individual cannot be achieved using current antiretroviral therapy (ART) regimens. Viral reservoirs established in early infection remain unaffected by ART and are able to replenish systemic infection upon treatment interruption. Simian immunodeficiency virus (SIV) infected macaque models are useful for studying HIV pathogenesis, treatments, and persistent viral reservoirs. Here, we used the SIV macaque model to examine and quantify RNA and DNA positive cells in tissues from macaques that control viral replication (controllers) and those that have persistently high plasma viremia (progressors). A positive correlation was detected between tissue RNA+ cells and plasma viral load in both mesenteric lymph node (LN) and spleen. Similarly, a positive correlation also observed between DNA+ cells and plasma viral load in ileum and jejunum. Controllers had a lower frequency of both RNA and DNA+ cells in several tissues compared to progressors. However, DNA+ cells were prevalent in mesenteric LN, inguinal LN, colon, midbrain, and bone marrow tissues in both controller and progressors. Organized lymphoid tissues of LNs, spleen, and intestine were found as the major tissues positive for virus. Viral RNA and DNA positive cells were detected in brain and thymus in macaques with high plasma viremia and SIV-encephalitis. Both T cells and macrophages were shown to be infected in several tissues, indicating vaccines and ART should be specifically designed to protect these cells in organized lymphoid tissues. These results indicate ART should target infected cells in secondary lymphoid organs to reduce both productively and latently infected cells.
Collapse
Affiliation(s)
- Bapi Pahar
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Dot Kuebler
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Terri Rasmussen
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Xiaolei Wang
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Sudesh K Srivastav
- Department of Biostatistics and Bioinformatics, Tulane University, New Orleans, LA, United States
| | - Arpita Das
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA, United States
| | - Ronald S Veazey
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| |
Collapse
|