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Zhu N, Meng X, Wang Z, Hu Y, Zhao T, Fan H, Niu F, Han J. Radiomics in Diagnosis, Grading, and Treatment Response Assessment of Soft Tissue Sarcomas: A Systematic Review and Meta-analysis. Acad Radiol 2024:S1076-6332(24)00193-4. [PMID: 38772802 DOI: 10.1016/j.acra.2024.03.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 03/12/2024] [Accepted: 03/22/2024] [Indexed: 05/23/2024]
Abstract
RATIONALE AND OBJECTIVES To evaluate radiomics in soft tissue sarcomas (STSs) for diagnostic accuracy, grading, and treatment response assessment, with a focus on clinical relevance. METHODS In this diagnostic accuracy study, radiomics was applied using multiple MRI sequences and AI classifiers, with histopathological diagnosis as the reference standard. Statistical analysis involved meta-analysis, random-effects model, and Deeks' funnel plot asymmetry test. RESULTS Among 579 unique titles and abstracts, 24 articles were included in the systematic review, with 21 used for meta-analysis. Radiomics demonstrated a pooled sensitivity of 84% (95% CI: 80-87) and specificity of 63% (95% CI: 56-70), AUC of 0.93 for diagnosis, sensitivity of 84% (95% CI: 82-87) and specificity of 73% (95% CI: 68-77), AUC of 0.91 for grading, and sensitivity of 83% (95% CI: 67-94) and specificity of 67% (95% CI: 59-74), AUC of 0.87 for treatment response assessment. CONCLUSION Radiomics exhibits potential for accurate diagnosis, grading, and treatment response assessment in STSs, emphasizing the need for standardization and prospective trials. CLINICAL RELEVANCE STATEMENT Radiomics offers precise tools for STS diagnosis, grading, and treatment response assessment, with implications for optimizing patient care and treatment strategies in this complex malignancy.
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Affiliation(s)
- Nana Zhu
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin Medical University, Tianjin, China
| | - Xianghong Meng
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China
| | - Zhi Wang
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin Medical University, Tianjin, China.
| | - Yongcheng Hu
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin Medical University, Tianjin, China
| | - Tingting Zhao
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin Medical University, Tianjin, China
| | - Hongxing Fan
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin Medical University, Tianjin, China
| | - Feige Niu
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin Medical University, Tianjin, China
| | - Jun Han
- The Department of Radiology, Tianjin Hospital, 406 Jiefang Southern Road, Tianjin, China; Graduate School, Tianjin University, Tianjin, China
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Wietgrefe SW, Anderson J, Duan L, Southern PJ, Zuck P, Wu G, Howell BJ, Reilly C, Kroon E, Chottanapund S, Buranapraditkun S, Sacdalan C, Tulmethakaan N, Colby DJ, Chomchey N, Prueksakaew P, Pinyakorn S, Trichavaroj R, Mitchell JL, Trautmann L, Hsu D, Vasan S, Manasnayakorn S, de Souza M, Tovanabutra S, Schuetz A, Robb ML, Phanuphak N, Ananworanich J, Schacker TW, Haase AT. Initial productive and latent HIV infections originate in vivo by infection of resting T cells. J Clin Invest 2023; 133:e171501. [PMID: 37733443 PMCID: PMC10645380 DOI: 10.1172/jci171501] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 09/19/2023] [Indexed: 09/23/2023] Open
Abstract
Productively infected cells are generally thought to arise from HIV infection of activated CD4+ T cells, and these infected activated cells are thought to be a recurring source of latently infected cells when a portion of the population transitions to a resting state. We discovered and report here that productively and latently infected cells can instead originate from direct infection of resting CD4+ T cell populations in lymphoid tissues in Fiebig I, the earliest stage of detectable HIV infection. We found that direct infection of resting CD4+ T cells was correlated with the availability of susceptible target cells in lymphoid tissues largely restricted to resting CD4+ T cells in which expression of pTEFb enabled productive infection, and we documented persistence of HIV-producing resting T cells during antiretroviral therapy (ART). Thus, we provide evidence of a mechanism by which direct infection of resting T cells in lymphoid tissues to generate productively and latently infected cells creates a mechanism by which the productively infected cells can replenish both populations and maintain two sources of virus from which HIV infection can rebound, even if ART is instituted at the earliest stage of detectable infection.
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Affiliation(s)
| | - Jodi Anderson
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Lijie Duan
- Department of Microbiology and Immunology and
| | | | - Paul Zuck
- Department of Infectious Disease and Vaccines, Merck & Co. Inc., Rahway, New Jersey, USA
| | - Guoxin Wu
- Department of Infectious Disease and Vaccines, Merck & Co. Inc., Rahway, New Jersey, USA
| | - Bonnie J. Howell
- Department of Infectious Disease and Vaccines, Merck & Co. Inc., Rahway, New Jersey, USA
| | - Cavan Reilly
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Eugène Kroon
- Institute of HIV Research and Innovation, Bangkok, Thailand
- SEARCH Research Foundation, Bangkok, Thailand
| | | | - Supranee Buranapraditkun
- Department of Medicine and
- Center of Excellence in Vaccine Research and Development (Chula Vaccine Research Center)
| | - Carlo Sacdalan
- SEARCH Research Foundation, Bangkok, Thailand
- Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | - Donn J. Colby
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | | | | | - Suteeraporn Pinyakorn
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | | | - Julie L. Mitchell
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
- Vaccine and Gene Therapy Institute, Oregon Health and Sciences University, Beaverton, Oregon, USA
| | - Lydie Trautmann
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
- Vaccine and Gene Therapy Institute, Oregon Health and Sciences University, Beaverton, Oregon, USA
| | - Denise Hsu
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Sandhya Vasan
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Sopark Manasnayakorn
- Department of Surgery, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Mark de Souza
- Institute of HIV Research and Innovation, Bangkok, Thailand
- SEARCH Research Foundation, Bangkok, Thailand
| | - Sodsai Tovanabutra
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | - Alexandra Schuetz
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
- Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | - Merlin L. Robb
- US Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
| | | | - Jintanat Ananworanich
- Amsterdam University Medical Centers, Department of Global Health, Amsterdam Institute for Global Health & Development, Amsterdam, Netherlands
| | - Timothy W. Schacker
- Division of Infectious Diseases and International Medicine, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
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Ashrafinia S, Dalaie P, Schindler TH, Pomper MG, Rahmim A. Standardized Radiomics Analysis of Clinical Myocardial Perfusion Stress SPECT Images to Identify Coronary Artery Calcification. Cureus 2023; 15:e43343. [PMID: 37700937 PMCID: PMC10493172 DOI: 10.7759/cureus.43343] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2023] [Indexed: 09/12/2023] Open
Abstract
PURPOSE Myocardial perfusion (MP) stress single-photon emission computed tomography (SPECT) is an established diagnostic test for patients suspected of coronary artery disease (CAD). Meanwhile, coronary artery calcification (CAC) scoring obtained from diagnostic CT is a highly sensitive test, offering incremental diagnostic information in identifying patients with significant CAD yet normal MP stress SPECT (MPSS) scans. However, after decades of wide utilization of MPSS, CAC is not commonly reimbursed (e.g. by the CMS), nor widely deployed in community settings. We studied the potential of complementary information deduced from the radiomics analysis of normal MPSS scans in predicting the CAC score. METHODS We collected data from 428 patients with normal (non-ischemic) MPSS (99mTc-sestamibi; consensus reading). A nuclear medicine physician verified iteratively reconstructed images (attenuation-corrected) to be free from fixed perfusion defects and artifactual attenuation. Three-dimensional images were automatically segmented into four regions of interest (ROIs), including myocardium and three vascular segments (left anterior descending [LAD]-left circumference [LCX]-right coronary artery [RCA]). We used our software package, standardized environment for radiomics analysis (SERA), to extract 487 radiomic features in compliance with the image biomarker standardization initiative (IBSI). Isotropic cubic voxels were discretized using fixed bin-number discretization (eight schemes). We first performed blind-to-outcome feature selection focusing on a priori usefulness, dynamic range, and redundancy of features. Subsequently, we performed univariate and multivariate machine learning analyses to predict CAC scores from i) selected radiomic features, ii) 10 clinical features, and iii) combined radiomics + clinical features. Univariate analysis invoked Spearman correlation with Benjamini-Hotchberg false-discovery correction. The multivariate analysis incorporated stepwise linear regression, where we randomly selected a 15% test set and divided the other 85% of data into 70% training and 30% validation sets. Training started from a constant (intercept) model, iteratively adding/removing features (stepwise regression), invoking the Akaike information criterion (AIC) to discourage overfitting. Validation was run similarly, except that the training output model was used as the initial model. We randomized training/validation sets 20 times, selecting the best model using log-likelihood for evaluation in the test set. Assessment in the test set was performed thoroughly by running the entire operation 50 times, subsequently employing Fisher's method to verify the significance of independent tests. RESULTS Unsupervised feature selection significantly reduced 8×487 features to 56. In univariate analysis, no feature survived the false-discovery rate (FDR) to directly correlate with CAC scores. Applying Fisher's method to the multivariate regression results demonstrated combining radiomics with the clinical features to enhance the significance of the prediction model across all cardiac segments. Conclusions: Our standardized and statistically robust multivariate analysis demonstrated significant prediction of the CAC score for all cardiac segments when combining MPSS radiomic features with clinical features, suggesting radiomics analysis can add diagnostic or prognostic value to standard MPSS for wide clinical usage.
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Affiliation(s)
- Saeed Ashrafinia
- Radiology, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Pejman Dalaie
- Radiology, Johns Hopkins University School of Medicine, Baltimore, USA
| | | | - Martin G Pomper
- Radiology, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Arman Rahmim
- Physics and Astronomy, University of British Columbia, Vancouver, CAN
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Valdebenito S, Ono A, Rong L, Eugenin EA. The role of tunneling nanotubes during early stages of HIV infection and reactivation: implications in HIV cure. NEUROIMMUNE PHARMACOLOGY AND THERAPEUTICS 2023; 2:169-186. [PMID: 37476291 PMCID: PMC10355284 DOI: 10.1515/nipt-2022-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/30/2022] [Indexed: 07/22/2023]
Abstract
Tunneling nanotubes (TNTs), also called cytonemes or tumor microtubes, correspond to cellular processes that enable long-range communication. TNTs are plasma membrane extensions that form tubular processes that connect the cytoplasm of two or more cells. TNTs are mostly expressed during the early stages of development and poorly expressed in adulthood. However, in disease conditions such as stroke, cancer, and viral infections such as HIV, TNTs proliferate, but their role is poorly understood. TNTs function has been associated with signaling coordination, organelle sharing, and the transfer of infectious agents such as HIV. Here, we describe the critical role and function of TNTs during HIV infection and reactivation, as well as the use of TNTs for cure strategies.
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Affiliation(s)
- Silvana Valdebenito
- Department of Neurobiology, University of Texas Medical Branch (UTMB), Galveston, TX, USA
| | - Akira Ono
- Department of Microbiology & Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Libin Rong
- Department of Mathematics, University of Florida, Gainesville, FL, USA
| | - Eliseo A. Eugenin
- Department of Neurobiology, University of Texas Medical Branch (UTMB), Galveston, TX, USA
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5
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Guo T, Deng Q, Qiu Z, Rong L. HIV infection dynamics and viral rebound: Modeling results from humanized mice. J Theor Biol 2023; 567:111490. [PMID: 37054969 DOI: 10.1016/j.jtbi.2023.111490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 03/22/2023] [Accepted: 04/05/2023] [Indexed: 04/15/2023]
Abstract
Despite years of combined antiretroviral therapy (cART), HIV persists in infected individuals. The virus also rebounds after the cessation of cART. The sources contributing to viral persistence and rebound are not fully understood. When viral rebound occurs, what affects the time to rebound and how to delay the rebound remain unclear. In this paper, we started with the data fitting of an HIV infection model to the viral load data in treated and untreated humanized myeloid-only mice (MoM) in which macrophages serve as the target of HIV infection. By fixing the parameter values for macrophages from the MoM fitting, we fit a mathematical model including the infection of two target cell populations to the viral load data from humanized bone marrow/liver/thymus (BLT) mice, in which both CD4+ T cells and macrophages are the target of HIV infection. Data fitting suggests that the viral load decay in BLT mice under treatment has three phases. The loss of infected CD4+ T cells and macrophages is a major contributor to the first two phases of viral decay, and the last phase may be due to the latent infection of CD4+ T cells. Numerical simulations using parameter estimates from the data fitting show that the pre-ART viral load and the latent reservoir size at treatment cessation can affect viral growth rate and predict the time to viral rebound. Model simulations further reveal that early and prolonged cART can delay the viral rebound after cessation of treatment, which may have implications in the search for functional control of HIV infection.
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Affiliation(s)
- Ting Guo
- Aliyun School of Big Data, Changzhou University, Changzhou, 213164, China
| | - Qi Deng
- School of Science, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Zhipeng Qiu
- Center for Basic Teaching and Experiment, Nanjing University of Science and Technology, Jiangyin 214443, China
| | - Libin Rong
- Department of Mathematics, University of Florida, Gainesville, FL 32611, USA.
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Blagov AV, Sukhorukov VN, Guo S, Zhang D, Popov MA, Orekhov AN. Impaired Mitochondrial Function in T-Lymphocytes as a Result of Exposure to HIV and ART. Cells 2023; 12:cells12071072. [PMID: 37048145 PMCID: PMC10093108 DOI: 10.3390/cells12071072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/29/2023] [Accepted: 03/31/2023] [Indexed: 04/05/2023] Open
Abstract
Mitochondrial dysfunction is a described phenomenon for a number of chronic and infectious diseases. At the same time, the question remains open: is this condition a consequence or a cause of the progression of the disease? In this review, we consider the role of the development of mitochondrial dysfunction in the progression of HIV (human immunodeficiency viruses) infection and the onset of AIDS (acquired immunodeficiency syndrome), as well as the direct impact of HIV on mitochondria. In addition, we will touch upon such an important issue as the effect of ART (Antiretroviral Therapy) drugs on mitochondria, since ART is currently the only effective way to curb the progression of HIV in infected patients, and because the identification of potential side effects can help to more consciously approach the development of new drugs in the treatment of HIV infection.
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Affiliation(s)
- Alexander V. Blagov
- Laboratory of Angiopathology, Institute of General Pathology and Pathophysiology, 8 Baltiiskaya Street, Moscow 125315, Russia
| | - Vasily N. Sukhorukov
- Laboratory of Angiopathology, Institute of General Pathology and Pathophysiology, 8 Baltiiskaya Street, Moscow 125315, Russia
| | - Shuzhen Guo
- Diabetes Research Center, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Dongwei Zhang
- Diabetes Research Center, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Mikhail A. Popov
- Department of Cardiac Surgery, Moscow Regional Research and Clinical Institute (MONIKI), 61/2, Shchepkin Street, Moscow 129110, Russia
| | - Alexander N. Orekhov
- Laboratory of Angiopathology, Institute of General Pathology and Pathophysiology, 8 Baltiiskaya Street, Moscow 125315, Russia
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Ex Vivo Blockade of the PD-1 Pathway Improves Recall IFNγ Responses of HIV-Infected Persons on Antiretroviral Therapy. Vaccines (Basel) 2023; 11:vaccines11020211. [PMID: 36851089 PMCID: PMC9965969 DOI: 10.3390/vaccines11020211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 01/19/2023] Open
Abstract
Despite antiretroviral therapy (ART), immune exhaustion persists in HIV infection and limits T cell responses to HIV or other pathogens. Moreover, HIV infection results in the loss of pre-existing immunity. Here, we investigated the effect of blocking the PD-1 pathway on recall IFNγ responses to tetanus toxoid (TT) and measles virus (MV) antigens in HIV-infected persons on ART with prior TT and MV immunity. The ex vivo treatment of lymphocytes with anti-PD-1 and anti-PD-L1 antibodies significantly increased TT- and MV-specific IFNγ responses. The responses to TT and MV antigens alone or in combination with antibodies blocking the PD-1 pathway positively correlated with CD4 T cell levels. Furthermore, T cell PD-1 expression levels inversely correlated with recall IFNγ responses in combination with antibodies blocking the PD-1 pathway but not with IFNγ responses to antigens only. Our study suggested that targeting the PD-1 pathway may boost vaccine-induced pre-existing immunity in HIV-infected persons on ART depending on the degree of immune exhaustion.
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8
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Sungur CM, Wang Q, Ozantürk AN, Gao H, Schmitz AJ, Cella M, Yokoyama WM, Shan L. Human NK cells confer protection against HIV-1 infection in humanized mice. J Clin Invest 2022; 132:e162694. [PMID: 36282589 PMCID: PMC9753998 DOI: 10.1172/jci162694] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 10/04/2022] [Indexed: 12/24/2022] Open
Abstract
The role of NK cells against HIV-1 infections remains to be elucidated in vivo. While humanized mouse models potentially could be used to directly evaluate human NK cell responses during HIV-1 infection, improved functional development of human NK cells in these hosts is needed. Here, we report the humanized MISTRG-6-15 mouse model, in which NK cells were quick to expand and exhibit degranulation, cytotoxicity, and proinflammatory cytokine production in nonlymphoid organs upon HIV-1 infection but had reduced functionality in lymphoid organs. Although HIV-1 infection induced functional impairment of NK cells, antiretroviral therapy reinvigorated NK cells in response to HIV-1 rebound after analytic treatment interruption. Moreover, a broadly neutralizing antibody, PGT121, enhanced NK cell function in vivo, consistent with antibody-dependent cellular cytotoxicity. Monoclonal antibody depletion of NK cells resulted in higher viral loads in multiple nonlymphoid organs. Overall, our results in humanized MISTRG-6-15 mice demonstrated that NK cells provided direct anti-HIV-1 responses in vivo but were limited in their responses in lymphoid organs.
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Affiliation(s)
| | - Qiankun Wang
- Division of Infectious Diseases, Department of Medicine
| | | | - Hongbo Gao
- Division of Infectious Diseases, Department of Medicine
| | | | | | - Wayne M. Yokoyama
- Division of Rheumatology, Department of Medicine
- The Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, Saint Louis, Missouri, USA
| | - Liang Shan
- Division of Infectious Diseases, Department of Medicine
- The Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, Saint Louis, Missouri, USA
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Ollerton MT, Folkvord JM, Peachman KK, Shashikumar S, Morrison EB, Jagodzinski LL, Peel SA, Khreiss M, D’Aquila RT, Casares S, Rao M, Connick E. HIV-1 infected humanized DRAGA mice develop HIV-specific antibodies despite lack of canonical germinal centers in secondary lymphoid tissues. Front Immunol 2022; 13:1047277. [PMID: 36505432 PMCID: PMC9732419 DOI: 10.3389/fimmu.2022.1047277] [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: 09/17/2022] [Accepted: 10/31/2022] [Indexed: 11/27/2022] Open
Abstract
A major barrier in the use of humanized mice as models of HIV-1 (HIV) infection is the inadequate generation of virus-specific antibody responses. Humanized DRAGA (hDRAGA) mice generate antigen-specific class switched antibodies to several pathogens, but whether they do so in HIV infection and the extent to which their secondary lymphoid tissues (sLT) support germinal center responses is unknown. hDRAGA mice were evaluated for their ability to support HIV replication, generate virus-specific antibody responses, develop splenocyte subsets, and organize sLT architecture. hDRAGA mice supported persistent HIV replication and developed modest levels of gp41-specific human IgM and IgG. Spleens from uninfected and HIV infected hDRAGA mice contained differentiated B and CD4+ T cell subsets including germinal center (GC) B cells and T follicular helper cells (TFH); relative expansions of TFH and CD8+ T cells, but not GC B cells, occurred in HIV-infected hDRAGA mice compared to uninfected animals. Immunofluorescent staining of spleen and mesenteric lymph node sections demonstrated atypical morphology. Most CD4+ and CD8+ T cells resided within CD20hi areas. CD20hi areas lacked canonical germinal centers, as defined by staining for IgD-Ki67+cells. No human follicular dendritic cells (FDC) were detected. Mouse FDC were distributed broadly throughout both CD20hi and CD20lo regions of sLT. HIV RNA particles were detected by in situ hybridization within CD20+ areas and some co-localized with mouse FDC. Viral RNA+ cells were more concentrated within CD20hi compared to CD20lo areas of sLT, but differences were diminished in spleen and eliminated in mesenteric lymph nodes when adjusted for CD4+ cell frequency. Thus, hDRAGA mice recapitulated multiple aspects of HIV pathogenesis including HIV replication, relative expansions in TFH and CD8+ T cells, and modest HIV-specific antibody production. Nevertheless, classical germinal center morphology in sLT was not observed, which may account for the inefficient expansion of GC B cells and generation of low titer human antibody responses to HIV-1 in this model.
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Affiliation(s)
| | - Joy M. Folkvord
- Department of Medicine, University of Arizona, Tucson, AZ, United States
| | - Kristina K. Peachman
- Laboratory of Adjuvant and Antigen Research, United States Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Soumya Shashikumar
- US Military Malaria Vaccine Program, Naval Medical Research Center, Silver Spring, MD, United States
| | - Elaine B. Morrison
- Laboratory of Adjuvant and Antigen Research, United States Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Linda L. Jagodzinski
- Diagnostics and Countermeasure Branch, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Sheila A. Peel
- Diagnostics and Countermeasure Branch, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Mohammad Khreiss
- Department of Surgery, University of Arizona, Tucson, AZ, United States
| | - Richard T. D’Aquila
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Sofia Casares
- US Military Malaria Vaccine Program, Naval Medical Research Center, Silver Spring, MD, United States
| | - Mangala Rao
- Laboratory of Adjuvant and Antigen Research, United States Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Elizabeth Connick
- Department of Medicine, University of Arizona, Tucson, AZ, United States
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Eid J, Socol M, Naillon A, Feuillard J, Ciandrini L, Margeat E, Charlot B, Mougel M. Viro-fluidics: Real-time analysis of virus production kinetics at the single-cell level. BIOPHYSICAL REPORTS 2022; 2:100068. [PMID: 36425325 PMCID: PMC9680794 DOI: 10.1016/j.bpr.2022.100068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 08/05/2022] [Indexed: 06/16/2023]
Abstract
Real-time visualization and quantification of viruses released by a cell are crucial to further decipher infection processes. Kinetics studies at the single-cell level will circumvent the limitations of bulk assays with asynchronous virus replication. We have implemented a "viro-fluidic" method, which combines microfluidics and virology at single-cell and single-virus resolutions. As an experimental model, we used standard cell lines producing fluorescent HIV-like particles (VLPs). First, to scale the strategy to the single-cell level, we validated a sensitive flow virometry system to detect VLPs in low concentration samples (≥104 VLPs/mL). Then, this system was coupled to a single-cell trapping device to monitor in real-time the VLPs released, one at a time, from single cells under cell culture conditions. Our results revealed an average production rate of 50 VLPs/h/cell similar to the rate estimated for the same cells grown in population. Thus, the virus-producing capacities of the trapped cells were preserved and its real-time monitoring was accurate. Moreover, single-cell analysis revealed a release of VLPs with stochastic bursts with typical time intervals of few minutes, revealing the existence of limiting step(s) in the virus biogenesis process. Our tools can be applied to other pathogens or to extracellular vesicles to elucidate the dissemination mechanisms of these biological nanoparticles.
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Affiliation(s)
- Joëlle Eid
- Team R2D2: Retroviral RNA Dynamics and Delivery, IRIM, UMR9004, CNRS, University of Montpellier, Montpellier, France
| | - Marius Socol
- Team R2D2: Retroviral RNA Dynamics and Delivery, IRIM, UMR9004, CNRS, University of Montpellier, Montpellier, France
| | - Antoine Naillon
- Université Grenoble Alpes, CNRS, Grenoble INP, 3SR, Grenoble, France
| | - Jérôme Feuillard
- Team R2D2: Retroviral RNA Dynamics and Delivery, IRIM, UMR9004, CNRS, University of Montpellier, Montpellier, France
| | - Luca Ciandrini
- CBS, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Emmanuel Margeat
- CBS, Université de Montpellier, CNRS, INSERM, Montpellier, France
| | - Benoit Charlot
- IES, Université de Montpellier, CNRS, Montpellier, France
| | - Marylène Mougel
- Team R2D2: Retroviral RNA Dynamics and Delivery, IRIM, UMR9004, CNRS, University of Montpellier, Montpellier, France
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11
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Devanathan AS, White NR, Desyaterik Y, De la Cruz G, Nekorchuk M, Terry M, Busman-Sahay K, Adamson L, Luciw P, Fedoriw Y, Estes JD, Rosen EP, Kashuba ADM. Quantitative Imaging Analysis of the Spatial Relationship between Antiretrovirals, Reverse Transcriptase Simian-Human Immunodeficiency Virus RNA, and Fibrosis in the Spleens of Nonhuman Primates. Antimicrob Agents Chemother 2022; 66:e0060922. [PMID: 35856680 PMCID: PMC9380553 DOI: 10.1128/aac.00609-22] [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: 04/29/2022] [Accepted: 07/07/2022] [Indexed: 01/22/2023] Open
Abstract
Although current antiretroviral therapy (ART) has increased life expectancy, a cure for human immunodeficiency virus (HIV) remains elusive due to the persistence of the virus in tissue reservoirs. In the present study, we sought to elucidate the relationship between antiretrovirals (ARVs) and viral expression in the spleen. We performed mass spectrometry imaging (MSI) of 6 different ARVs, RNAscope in situ hybridization of viral RNA, and immunohistochemistry of three different fibrosis markers in the spleens of 8 uninfected and 10 reverse transcriptase simian-human immunodeficiency virus (RT-SHIV)-infected rhesus macaques (infected for 6 weeks) that had been dosed for 10 days with combination ART. Using MATLAB, computational quantitative imaging analysis was performed to evaluate the spatial and pharmacological relationships between the 6 ARVs, viral RNA, and fibrotic deposition. In these spleens, >50% of the spleen tissue area was not covered by any detectable ARV response (any concentration above the limits of detection for individual ARVs). The median spatial ARV coverage across all tissues was driven by maraviroc followed by efavirenz. Yet >50% of RNA-positive cells were not exposed to any detectable ARV. Quantifiable maraviroc and efavirenz colocalization with RNA-positive cells was usually greater than the in vitro concentration inhibiting 50% replication (IC50). Fibrosis markers covered more than 50% of the spleen tissue area and had negative relationships with cumulative ARV coverages. Our findings suggest that a heterogeneous ARV spatial distribution must be considered when evaluating viral persistence in lymphoid tissue reservoirs.
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Affiliation(s)
| | - Nicole R. White
- UNC Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
| | - Yury Desyaterik
- UNC Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
| | - Gabriela De la Cruz
- University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Michael Nekorchuk
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, Oregon, USA
| | - Margaret Terry
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, Oregon, USA
| | - Kathleen Busman-Sahay
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, Oregon, USA
| | | | - Paul Luciw
- University of California at Davis, Davis, California, USA
| | - Yuri Fedoriw
- University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Jacob D. Estes
- Vaccine and Gene Therapy Institute, Oregon Health & Science University, Beaverton, Oregon, USA
- Division of Pathobiology and Immunology, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon, USA
| | - Elias P. Rosen
- UNC Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
| | - Angela D. M. Kashuba
- UNC Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
- University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
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12
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Petroianu A. COVID-19 recurrence associated with the virus storage in the Spleen. Rev Assoc Med Bras (1992) 2022; 68:751-753. [PMID: 35766686 PMCID: PMC9575884 DOI: 10.1590/1806-9282.20220231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 03/20/2022] [Indexed: 11/22/2022] Open
Affiliation(s)
- Andy Petroianu
- Universidade Federal de Minas Gerais, Department of Surgery - Belo Horizonte (MG), Brazil
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13
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Fletcher CV, Kroon E, Schacker T, Pinyakorn S, Chomont N, Chottanapund S, Prueksakaew P, Benjapornpong K, Buranapraditkun S, Phanuphak N, Ananworanich J, Vasan S, Hsu D. Persistent HIV transcription and variable antiretroviral drug penetration in lymph nodes during plasma viral suppression. AIDS 2022; 36:985-990. [PMID: 35184069 PMCID: PMC9167254 DOI: 10.1097/qad.0000000000003201] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The ability of antiretroviral drugs to penetrate and suppress viral replication in tissue reservoir sites is critical for HIV remission. We evaluated antiretroviral concentrations in lymph nodes and their impact on HIV transcription. METHODS Participants of the RV254/SEARCH010 Acute HIV Infection Cohort in Thailand were enrolled. Group 1 (n = 6) initiated and continued antiretrovirals with two nucleoside reverse transcriptase inhibitors (NRTIs), dolutegravir (DTG) and mar- aviroc (MVC). Group 2 (n = 12) initiated antiretrovirals with two NRTIs as well as efavirenz and were switched to two NRTIs as well as DTG. Antiretroviral concentrations were measured by mass spectroscopy. HIV RNA+ and DNA+ cells were measured by in-situ hybridization. RESULTS All participants were MSM. At lymph node biopsy, all had plasma HIV RNA less than 20 copies/ml. Group 2 had longer durations of antiretroviral and DTG use (medians of 135 and 63 weeks, respectively) compared with Group 1 (median 44 weeks for both). TFV-DP, 3TC-TP, DTG and MVC were quantifiable in all lymph node samples from participants receiving those drugs versus carbovir-triphosphate (CBV-TP) in four out of 14. Median ratios of lymph node to peripheral blood concentrations were DTG, 0.014; MVC, 6.9; CBV-TP, 0.38; 3TC-TP, 0.32; and TFV-DP, 3.78. Median inhibitory quotients [ratios of lymph node concentrations to in-vitro inhibitory levels (IC50-or-90)] were DTG, 0.8; MVC, 38.8; CBV-TP, 0.5; 3TC- TP, 4.1; and TFV-DP, 1.8. Ongoing viral transcription was detected in lymph node of all participants. Median lymph node RNA+ cells were 71 350 versus 99 750 cells/g for Groups 1 and 2, respectively (P = 0.111). CONCLUSION MVC has enhanced lymph node penetration and thereby may contribute to more complete viral suppression in the lymph node.
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Affiliation(s)
- Courtney V Fletcher
- Antiviral Pharmacology Laboratory, UNMC Center for Drug Discovery, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Eugène Kroon
- SEARCH, Institute of HIV Research and Innovation (IHRI), Bangkok, Thailand
| | - Timothy Schacker
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Suteeraporn Pinyakorn
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Nicolas Chomont
- Centre de Recherche du CHUM and Department of Microbiology, Infectiology and Immunology, Universite de Montréal, Montréal, Quebec, Canada
| | | | | | | | | | - Nittaya Phanuphak
- SEARCH, Institute of HIV Research and Innovation (IHRI), Bangkok, Thailand
| | - Jintanat Ananworanich
- Department of Global Health, Amsterdam Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Sandhya Vasan
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Denise Hsu
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, Maryland
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
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14
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Kumata R, Iwanami S, Mar KB, Kakizoe Y, Misawa N, Nakaoka S, Koyanagi Y, Perelson AS, Schoggins JW, Iwami S, Sato K. Antithetic effect of interferon-α on cell-free and cell-to-cell HIV-1 infection. PLoS Comput Biol 2022; 18:e1010053. [PMID: 35468127 PMCID: PMC9037950 DOI: 10.1371/journal.pcbi.1010053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 03/23/2022] [Indexed: 01/23/2023] Open
Abstract
In HIV-1-infected individuals, transmitted/founder (TF) virus contributes to establish new infection and expands during the acute phase of infection, while chronic control (CC) virus emerges during the chronic phase of infection. TF viruses are more resistant to interferon-alpha (IFN-α)-mediated antiviral effects than CC virus, however, its virological relevance in infected individuals remains unclear. Here we perform an experimental-mathematical investigation and reveal that IFN-α strongly inhibits cell-to-cell infection by CC virus but only weakly affects that by TF virus. Surprisingly, IFN-α enhances cell-free infection of HIV-1, particularly that of CC virus, in a virus-cell density-dependent manner. We further demonstrate that LY6E, an IFN-stimulated gene, can contribute to the density-dependent enhancement of cell-free HIV-1 infection. Altogether, our findings suggest that the major difference between TF and CC viruses can be explained by their resistance to IFN-α-mediated inhibition of cell-to-cell infection and their sensitivity to IFN-α-mediated enhancement of cell-free infection.
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Affiliation(s)
- Ryuichi Kumata
- Division of Systems Virology, Department of Infectious Disease Control, International Research Center for Infectious Diseases, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
- Laboratory of Systems Virology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Japan
- Faculty of Science, Kyoto University, Kyoto, Japan
| | - Shoya Iwanami
- interdisciplinary Biology Laboratory (iBLab), Division of Biological Science, Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Katrina B. Mar
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Yusuke Kakizoe
- Mathematical Biology Laboratory, Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka, Japan
| | - Naoko Misawa
- Laboratory of Systems Virology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Japan
| | - Shinji Nakaoka
- Laboratory of Mathematical Biology, Faculty of Advanced Life Science, Hokkaido University, Sapporo, Japan
- PRESTO, Japan Science and Technology Agency, Saitama, Japan
| | - Yoshio Koyanagi
- Laboratory of Systems Virology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Japan
| | - Alan S. Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - John W. Schoggins
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Shingo Iwami
- interdisciplinary Biology Laboratory (iBLab), Division of Biological Science, Graduate School of Science, Nagoya University, Nagoya, Japan
- CREST, Japan Science and Technology Agency, Saitama, Japan
- MIRAI, Japan Science and Technology Agency, Saitama, Japan
- Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University, Kyoto, Japan
- NEXT-Ganken Program, Japanese Foundation for Cancer Research (JFCR), Tokyo, Japan
- Science Groove Inc., Fukuoka, Japan
| | - Kei Sato
- Division of Systems Virology, Department of Infectious Disease Control, International Research Center for Infectious Diseases, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
- Laboratory of Systems Virology, Institute for Frontier Life and Medical Sciences, Kyoto University, Kyoto, Japan
- CREST, Japan Science and Technology Agency, Saitama, Japan
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15
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Pampusch MS, Abdelaal HM, Cartwright EK, Molden JS, Davey BC, Sauve JD, Sevcik EN, Rendahl AK, Rakasz EG, Connick E, Berger EA, Skinner PJ. CAR/CXCR5-T cell immunotherapy is safe and potentially efficacious in promoting sustained remission of SIV infection. PLoS Pathog 2022; 18:e1009831. [PMID: 35130312 PMCID: PMC8853520 DOI: 10.1371/journal.ppat.1009831] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 02/17/2022] [Accepted: 01/18/2022] [Indexed: 02/01/2023] Open
Abstract
During chronic human immunodeficiency virus (HIV) or simian immunodeficiency virus (SIV) infection prior to AIDS progression, the vast majority of viral replication is concentrated within B cell follicles of secondary lymphoid tissues. We investigated whether infusion of T cells expressing an SIV-specific chimeric antigen receptor (CAR) and the follicular homing receptor, CXCR5, could successfully kill viral-RNA+ cells in targeted lymphoid follicles in SIV-infected rhesus macaques. In this study, CD4 and CD8 T cells from rhesus macaques were genetically modified to express antiviral CAR and CXCR5 moieties (generating CAR/CXCR5-T cells) and autologously infused into a chronically infected animal. At 2 days post-treatment, the CAR/CXCR5-T cells were located primarily in spleen and lymph nodes both inside and outside of lymphoid follicles. Few CAR/CXCR5-T cells were detected in the ileum, rectum, and lung, and no cells were detected in the bone marrow, liver, or brain. Within follicles, CAR/CXCR5-T cells were found in direct contact with SIV-viral RNA+ cells. We next infused CAR/CXCR5-T cells into ART-suppressed SIV-infected rhesus macaques, in which the animals were released from ART at the time of infusion. These CAR/CXCR5-T cells replicated in vivo within both the extrafollicular and follicular regions of lymph nodes and accumulated within lymphoid follicles. CAR/CXR5-T cell concentrations in follicles peaked during the first week post-infusion but declined to undetectable levels after 2 to 4 weeks. Overall, CAR/CXCR5-T cell-treated animals maintained lower viral loads and follicular viral RNA levels than untreated control animals, and no outstanding adverse reactions were noted. These findings indicate that CAR/CXCR5-T cell treatment is safe and holds promise as a future treatment for the durable remission of HIV.
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Affiliation(s)
- Mary S. Pampusch
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Hadia M. Abdelaal
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Emily K. Cartwright
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Jhomary S. Molden
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Brianna C. Davey
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Jordan D. Sauve
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Emily N. Sevcik
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Aaron K. Rendahl
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
| | - Eva G. Rakasz
- Wisconsin National Primate Research Center, University of Wisconsin, Madison, Wisconsin, United States of America
| | - Elizabeth Connick
- Division of Infectious Diseases, University of Arizona, Tucson, Arizona, United States of America
| | - Edward A. Berger
- Laboratory of Viral Diseases, NIAID, NIH, Bethesda, Maryland, United States of America
| | - Pamela J. Skinner
- Department of Veterinary and Biomedical Sciences, University of Minnesota, St. Paul, Minnesota, United States of America
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16
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Busman-Sahay K, Nekorchuk MD, Starke CE, Chan CN, Estes JD. In Situ Multiplexing to Identify, Quantify, and Phenotype the HIV-1/SIV Reservoir Within Lymphoid Tissue. Methods Mol Biol 2022; 2407:277-290. [PMID: 34985671 DOI: 10.1007/978-1-0716-1871-4_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Modern combination antiretroviral therapy (ART) regimens provide abiding viral suppression for most individuals infected with human immunodeficiency virus (HIV). However, the persistence of viral reservoirs ensures that eradication of HIV-1 (i.e., cure) or sustained ART-free remission (i.e., functional cure) remains elusive, necessitating continual, strict ART adherence and contributing to HIV-1-related comorbidities. Eradication of these viral reservoirs, which persist primarily within lymphoid tissue, will require a deeper understanding of the cellular neighborhoods in which latent and active HIV-1-infected cells reside. By pairing highly sensitive in situ hybridization (ISH) with an exceptionally flexible immunofluorescence (IF) approach, we describe a simple, yet highly adaptable multiplex protocol for investigating the quantity, distribution, and characteristics of HIV-1 viral reservoirs.
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Affiliation(s)
- Kathleen Busman-Sahay
- Vaccine & Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Michael D Nekorchuk
- Vaccine & Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Carly Elizabeth Starke
- Vaccine & Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Chi Ngai Chan
- Vaccine & Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA
| | - Jacob D Estes
- Vaccine & Gene Therapy Institute, Oregon Health & Science University, Beaverton, OR, USA.
- Division of Pathobiology & Immunology, Oregon National Primate Research Center, Oregon Health & Science University, Portland, OR, USA.
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17
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Rife Magalis B, Autissier P, Williams KC, Chen X, Browne C, Salemi M. Predator-Prey Dynamics of Intra-Host Simian Immunodeficiency Virus Evolution Within the Untreated Host. Front Immunol 2021; 12:709962. [PMID: 34691023 PMCID: PMC8527182 DOI: 10.3389/fimmu.2021.709962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/21/2021] [Indexed: 01/18/2023] Open
Abstract
The dynamic nature of the SIV population during disease progression in the SIV/macaque model of AIDS and the factors responsible for its behavior have not been documented, largely owing to the lack of sufficient spatial and temporal sampling of both viral and host data from SIV-infected animals. In this study, we detail Bayesian coalescent inference of the changing collective intra-host viral effective population size (Ne ) from various tissues over the course of infection and its relationship with what we demonstrate is a continuously changing immune cell repertoire within the blood. Although the relative contribution of these factors varied among hosts and time points, the adaptive immune response best explained the overall periodic dynamic behavior of the effective virus population. Data exposing the nature of the relationship between the virus and immune cell populations revealed the plausibility of an eco-evolutionary mathematical model, which was able to mimic the large-scale oscillations in Ne through virus escape from relatively few, early immunodominant responses, followed by slower escape from several subdominant and weakened immune populations. The results of this study suggest that SIV diversity within the untreated host is governed by a predator-prey relationship, wherein differing phases of infection are the result of adaptation in response to varying immune responses. Previous investigations into viral population dynamics using sequence data have focused on single estimates of the effective viral population size (Ne ) or point estimates over sparse sampling data to provide insight into the precise impact of immune selection on virus adaptive behavior. Herein, we describe the use of the coalescent phylogenetic frame- work to estimate the relative changes in Ne over time in order to quantify the relationship with empirical data on the dynamic immune composition of the host. This relationship has allowed us to expand on earlier simulations to build a predator-prey model that explains the deterministic behavior of the virus over the course of disease progression. We show that sequential viral adaptation can occur in response to phases of varying immune pressure, providing a broader picture of the viral response throughout the entire course of progression to AIDS.
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Affiliation(s)
- Brittany Rife Magalis
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, United States.,Emerging Pathogens Institute, University of Florida, Gainesville, FL, United States
| | - Patrick Autissier
- Department of Biology, Boston College, Chestnut Hill, MA, United States
| | | | - Xinguang Chen
- Department of Epidemiology, University of Florida, Gainesville, FL, United States
| | - Cameron Browne
- Department of Mathematics, University of Louisiana at Lafayette, Lafayette, LA, United States
| | - Marco Salemi
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, United States.,Emerging Pathogens Institute, University of Florida, Gainesville, FL, United States
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18
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Abstract
PURPOSE OF REVIEW HIV persists in distinct cellular and anatomical compartments in the body including blood, Central nervous system, and lymphoid tissues (spleen, lymph nodes [LNs], gut-associated lymphoid tissue) by diverse mechanisms despite antiretroviral therapy. Within LNs, human and animal studies have highlighted that a specific CD4 T cell subset - called T follicular helper cells locating in B cell follicles is enriched in cells containing replication-competent HIV as compared to extra-follicular CD4 T cells. Therefore, the objective of the present review is to focus on the potential mechanisms allowing HIV to persist within LN microenvironment. RECENT FINDINGS The combination of factors that might be involved in the regulation of HIV persistence within LNs remain to be fully identified but may include - the level of activation, antiretroviral drug concentrations, presence of cytolytic mechanisms and/or regulatory cells, in addition to cell survival and proliferation propensity which would ultimately determine the fate of HIV-infected cells within LN tissue areas. SUMMARY HIV persistence in blood and distinct body compartments despite long-standing and potent therapy is one of the major barriers to a cure. Given that the HIV reservoir is established early and is highly complex based on composition, viral diversity, distribution, replication competence, migration dynamics across the human body and possible compartmentalization in specific tissues, combinatorial therapeutic approaches are needed that may synergize to target multiple viral reservoirs to achieve a cure for HIV infection.
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Affiliation(s)
- Riddhima Banga
- Divisions of Immunology and Allergy, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
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19
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Chakhtoura M, Fang M, Cubas R, O’Connor MH, Nichols CN, Richardson B, Talla A, Moir S, Cameron MJ, Tardif V, Haddad EK. Germinal Center T follicular helper (GC-Tfh) cell impairment in chronic HIV infection involves c-Maf signaling. PLoS Pathog 2021; 17:e1009732. [PMID: 34280251 PMCID: PMC8289045 DOI: 10.1371/journal.ppat.1009732] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 06/18/2021] [Indexed: 12/12/2022] Open
Abstract
We have recently demonstrated that the function of T follicular helper (Tfh) cells from lymph nodes (LN) of HIV-infected individuals is impaired. We found that these cells were unable to provide proper help to germinal center (GC)-B cells, as observed by altered and inefficient anti-HIV antibody response and premature death of memory B cells. The underlying molecular mechanisms of this dysfunction remain poorly defined. Herein, we have used a unique transcriptional approach to identify these molecular defects. We consequently determined the transcriptional profiles of LN GC-Tfh cells following their interactions with LN GC-B cells from HIV-infected and HIV-uninfected individuals, rather than analyzing resting ex-vivo GC-Tfh cells. We observed that proliferating GC-Tfh cells from HIV-infected subjects were transcriptionally different than their HIV-uninfected counterparts, and displayed a significant downregulation of immune- and GC-Tfh-associated pathways and genes. Our results strongly demonstrated that MAF (coding for the transcription factor c-Maf) and its upstream signaling pathway mediators (IL6R and STAT3) were significantly downregulated in HIV-infected subjects, which could contribute to the impaired GC-Tfh and GC-B cell functions reported during infection. We further showed that c-Maf function was associated with the adenosine pathway and that the signaling upstream c-Maf could be partially restored by adenosine deaminase -1 (ADA-1) supplementation. Overall, we identified a novel mechanism that contributes to GC-Tfh cell impairment during HIV infection. Understanding how GC-Tfh cell function is altered in HIV is crucial and could provide critical information about the mechanisms leading to the development and maintenance of effective anti-HIV antibodies. Human immunodeficiency virus (HIV) remains a worldwide burden despite available treatments. The virus induces dysregulations in major immune cells and organs including lymph nodes. Germinal center T follicular helper (GC-Tfh) cells are immune cells which induce specific anti-HIV antibodies by helping GC-B cells. In chronic HIV, the interaction between these two cell types is defective, leading to modified and inefficient anti-HIV antibody responses. In this study, we examined the underlying mechanisms of this dysfunction. We observed that proliferating GC-Tfh cells from HIV-infected individuals, displayed distinctive gene expression than those from -uninfected subjects, following GC-B cell interaction. Furthermore, GC-Tfh cells from HIV patients showed a reduction in important immune-related pathway and gene expression. A number of essential GC-Tfh cell genes, such as MAF and its associated genes (IL6R and STAT3), were particularly attenuated in HIV, contributing to the impaired cells function. Moreover, we found an association between MAF function and the key enzyme adenosine deaminase-1 (ADA-1), where supplementation with ADA-1 partially restored the dysfunctional signaling in GC-Tfh cells during chronic infection. Understanding how GC-Tfh cells are altered in HIV is critical to elucidate the mechanisms leading to effective anti-HIV antibodies.
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Affiliation(s)
- Marita Chakhtoura
- Department of Medicine, Division of Infectious Diseases & HIV Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Mike Fang
- Department of Population and Quantitative Health Services, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Rafael Cubas
- Iovance Biotherapeutics, San Carlos, California, United States of America
| | - Margaret H. O’Connor
- Department of Medicine, Division of Infectious Diseases & HIV Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Molecular and Cellular Biology and Genetics, Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Carmen N. Nichols
- Department of Population and Quantitative Health Services, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Brian Richardson
- Department of Population and Quantitative Health Services, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Aarthi Talla
- Allen Institute for Immunology, Seattle, Washington, United States of America
| | - Susan Moir
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Mark J. Cameron
- Department of Population and Quantitative Health Services, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Virginie Tardif
- Department of Medicine, Division of Infectious Diseases & HIV Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America
- Sorbonne University, INSERM, Center of Reasearch in Myology (Association Institut de Myologie) UMRS 974, AP-HP, Department of Internal Medicine and Clinical Immunology, DHU I2B, Pitié-Salpêtrière Hospital, Paris, France
- * E-mail: (VT); (EKH)
| | - Elias K. Haddad
- Department of Medicine, Division of Infectious Diseases & HIV Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America
- * E-mail: (VT); (EKH)
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20
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Quantitative Imaging Analysis of the Spatial Relationship between Antiretrovirals, Reverse Transcriptase Simian-Human Immunodeficiency Virus RNA, and Collagen in the Mesenteric Lymph Nodes of Nonhuman Primates. Antimicrob Agents Chemother 2021; 65:AAC.00019-21. [PMID: 33782003 DOI: 10.1128/aac.00019-21] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 03/22/2021] [Indexed: 11/20/2022] Open
Abstract
Human immunodeficiency virus (HIV) persistence in tissue reservoirs is a major barrier to HIV cure. While antiretrovirals (ARVs) suppress viral replication, antiretroviral therapy (ART) interruption results in rapid rebound viremia that may originate from lymphoid tissues. To understand the relationship between anatomic distribution of ARV exposure and viral expression in lymph nodes, we performed mass spectrometry imaging (MSI) of 6 ARVs, RNAscope in situ hybridization for viral RNA (vRNA), and immunohistochemistry of collagen in mesenteric lymph nodes from 8 uninfected and 10 reverse transcriptase simian/human immunodeficiency virus (RT-SHIV)-infected rhesus macaques dosed to steady state with combination ART. MATLAB-based quantitative imaging analysis was used to evaluate spatial and pharmacological relationships between these ARVs, viral RNA (both vRNA+ cells and follicular dendritic cell [FDC]-bound virions), and collagen deposition. Using MSI, 31% of mesenteric lymph node tissue area was found to be not covered by any ARV. Additionally, 28% of FDC-trapped virions and 21% of infected cells were not exposed to any detected ARV. Of the 69% of tissue area that was covered by cumulative ART exposure, nearly 100% of concentrations were greater than in vitro 50% inhibitory concentration (IC50) values; however, 52% of total tissue coverage was from only one ARV, primarily maraviroc. Collagen covered ∼35% of tissue area but did not influence ARV distribution heterogeneity. Our findings are consistent with our hypothesis that ARV distribution, in addition to total-tissue drug concentration, must be considered when evaluating viral persistence in lymph nodes and other reservoir tissues.
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21
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McCann CD, van Dorp CH, Danesh A, Ward AR, Dilling TR, Mota TM, Zale E, Stevenson EM, Patel S, Brumme CJ, Dong W, Jones DS, Andresen TL, Walker BD, Brumme ZL, Bollard CM, Perelson AS, Irvine DJ, Jones RB. A participant-derived xenograft model of HIV enables long-term evaluation of autologous immunotherapies. J Exp Med 2021; 218:212105. [PMID: 33988715 PMCID: PMC8129803 DOI: 10.1084/jem.20201908] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 02/15/2021] [Accepted: 04/12/2021] [Indexed: 12/13/2022] Open
Abstract
HIV-specific CD8+ T cells partially control viral replication and delay disease progression, but they rarely provide lasting protection, largely due to immune escape. Here, we show that engrafting mice with memory CD4+ T cells from HIV+ donors uniquely allows for the in vivo evaluation of autologous T cell responses while avoiding graft-versus-host disease and the need for human fetal tissues that limit other models. Treating HIV-infected mice with clinically relevant HIV-specific T cell products resulted in substantial reductions in viremia. In vivo activity was significantly enhanced when T cells were engineered with surface-conjugated nanogels carrying an IL-15 superagonist, but it was ultimately limited by the pervasive selection of a diverse array of escape mutations, recapitulating patterns seen in humans. By applying mathematical modeling, we show that the kinetics of the CD8+ T cell response have a profound impact on the emergence and persistence of escape mutations. This “participant-derived xenograft” model of HIV provides a powerful tool for studying HIV-specific immunological responses and facilitating the development of effective cell-based therapies.
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Affiliation(s)
- Chase D McCann
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY.,Immunology & Microbial Pathogenesis Graduate Program, Weill Cornell Graduate School of Medical Sciences, New York, NY
| | | | - Ali Danesh
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Adam R Ward
- Department of Microbiology, Immunology & Tropical Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC.,PhD Program in Epidemiology, Milken Institute School of Public Health, The George Washington University, Washington, DC
| | - Thomas R Dilling
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Talia M Mota
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Elizabeth Zale
- Immunology & Microbial Pathogenesis Graduate Program, Weill Cornell Graduate School of Medical Sciences, New York, NY
| | - Eva M Stevenson
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Shabnum Patel
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC.,George Washington University Cancer Center, George Washington University, Washington, DC
| | - Chanson J Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Winnie Dong
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | | | | | - Bruce D Walker
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Boston, MA.,Institute for Medical and Engineering Sciences, Massachusetts Institute of Technology, Cambridge, MA.,Howard Hughes Medical Institute, Chevy Chase, MD
| | - Zabrina L Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Catherine M Bollard
- Center for Cancer and Immunology Research, Children's National Health System, Washington, DC.,George Washington University Cancer Center, George Washington University, Washington, DC
| | - Alan S Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM
| | - Darrell J Irvine
- Howard Hughes Medical Institute, Chevy Chase, MD.,Department of Material Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA.,Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA.,Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
| | - R Brad Jones
- Infectious Diseases Division, Department of Medicine, Weill Cornell Medical College, New York, NY.,Immunology & Microbial Pathogenesis Graduate Program, Weill Cornell Graduate School of Medical Sciences, New York, NY
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22
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Fractional Dynamics of HIV with Source Term for the Supply of New CD4 + T-Cells Depending on the Viral Load via Caputo-Fabrizio Derivative. Molecules 2021; 26:molecules26061806. [PMID: 33806939 PMCID: PMC8005034 DOI: 10.3390/molecules26061806] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 03/05/2021] [Accepted: 03/05/2021] [Indexed: 11/22/2022] Open
Abstract
Human immunodeficiency virus (HIV) is a life life-threatening and serious infection caused by a virus that attacks CD4+ T-cells, which fight against infections and make a person susceptible to other diseases. It is a global public health problem with no cure; therefore, it is highly important to study and understand the intricate phenomena of HIV. In this article, we focus on the numerical study of the path-tracking damped oscillatory behavior of a model for the HIV infection of CD4+ T-cells. We formulate fractional dynamics of HIV with a source term for the supply of new CD4+ T-cells depending on the viral load via the Caputo–Fabrizio derivative. In the formulation of fractional HIV dynamics, we replaced the constant source term for the supply of new CD4+ T-cells from the thymus with a variable source term depending on the concentration of the viral load, and introduced a term that describes the incidence of the HIV infection of CD4+ T-cells. We present a novel numerical scheme for fractional view analysis of the proposed model to highlight the solution pathway of HIV. We inspect the periodic and chaotic behavior of HIV for the given values of input factors using numerical simulations.
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23
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Persistence of viral RNA in lymph nodes in ART-suppressed SIV/SHIV-infected Rhesus Macaques. Nat Commun 2021; 12:1474. [PMID: 33674572 PMCID: PMC7935896 DOI: 10.1038/s41467-021-21724-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 02/04/2021] [Indexed: 01/01/2023] Open
Abstract
The establishment of a long-lived viral reservoir is the key obstacle for achieving an HIV-1 cure. However, the anatomic, virologic, and immunologic features of the viral reservoir in tissues during antiretroviral therapy (ART) remain poorly understood. Here we present a comprehensive necroscopic analysis of the SIV/SHIV viral reservoir in multiple lymphoid and non-lymphoid tissues from SIV/SHIV-infected rhesus macaques suppressed with ART for one year. Viral DNA is observed broadly in multiple tissues and is comparable in animals that had initiated ART at week 1 or week 52 of infection. In contrast, viral RNA is restricted primarily to lymph nodes. Ongoing viral RNA transcription is not the result of unsuppressed viral replication, as single-genome amplification and subsequent phylogenetic analysis do not show evidence of viral evolution. Gag-specific CD8+ T cell responses are predominantly observed in secondary lymphoid organs in animals chronically infected prior to ART and these responses are dominated by CD69+ populations. Overall, we observe that the viral reservoir in rhesus macaques is widely distributed across multiple tissue sites and that lymphoid tissues act as a site of persistent viral RNA transcription under conditions of long-term ART suppression. The existence of HIV reservoir and ongoing replication despite antiretroviral therapy (ART) represents a barrier for cure efforts. Here, using SIV/SHIV-infected rhesus macaque suppressed with ART for one year, the authors characterize multiple lymphoid and non-lymphoid tissues and show that while the viral reservoir exhibits a wide anatomic heterogeneity, persistent viral transcription is mainly restricted to secondary lymphoid organs.
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24
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Macrophage Tropism in Pathogenic HIV-1 and SIV Infections. Viruses 2020; 12:v12101077. [PMID: 32992787 PMCID: PMC7601331 DOI: 10.3390/v12101077] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 09/18/2020] [Accepted: 09/23/2020] [Indexed: 01/06/2023] Open
Abstract
Most myeloid lineage cells express the receptor and coreceptors that make them susceptible to infection by primate lentiviruses (SIVs and HIVs). However, macrophages are the only myeloid lineage cell commonly infected by SIVs and/or HIVs. The frequency of infected macrophages varies greatly across specific host and virus combinations as well as disease states, with infection rates being greatest in pathogenic SIV infections of non-natural hosts (i.e., Asian nonhuman primates (Asian NHPs)) and late in untreated HIV-1 infection. In contrast, macrophages from natural SIV hosts (i.e., African NHPs) are largely resistant to infection due to entry and/or post-entry restriction mechanisms. These highly variable rates of macrophage infection may stem from differences in the host immune environment, entry and post-entry restriction mechanisms, the ability of a virus to adapt to efficiently infect macrophages, and the pleiotropic effects of macrophage-tropism including the ability to infect cells lacking CD4 and increased neutralization sensitivity. Questions remain about the relationship between rates of macrophage infection and viral pathogenesis, with some evidence suggesting that elevated levels of macrophage infection may contribute to greater pathogenesis in non-natural SIV hosts. Alternatively, extensive infection of macrophages may only emerge in the context of high viral loads and immunodeficiency, making it a symptom of highly pathogenic infections, not a primary driver of pathogenesis.
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25
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HIV-1-Specific Chimeric Antigen Receptor T Cells Fail To Recognize and Eliminate the Follicular Dendritic Cell HIV Reservoir In Vitro. J Virol 2020; 94:JVI.00190-20. [PMID: 32161179 DOI: 10.1128/jvi.00190-20] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 03/04/2020] [Indexed: 12/14/2022] Open
Abstract
The major obstacle to a cure for HIV infection is the persistence of replication-competent viral reservoirs during antiretroviral therapy. HIV-specific chimeric antigen receptor (CAR) T cells have been developed to target latently infected CD4+ T cells that express virus either spontaneously or after intentional latency reversal. Whether HIV-specific CAR-T cells can recognize and eliminate the follicular dendritic cell (FDC) reservoir of HIV-bound immune complexes (ICs) is unknown. We created HIV-specific CAR-T cells using human peripheral blood mononuclear cells (PBMCs) and a CAR construct that enables the expression of CD4 (domains 1 and 2) and the carbohydrate recognition domain of mannose binding lectin (MBL) to target native HIV Env (CD4-MBL CAR). We assessed CAR-T cell cytotoxicity using a carboxyfluorescein succinimidyl ester (CFSE) release assay and evaluated CAR-T cell activation through interferon gamma (IFN-γ) production and CD107a membrane accumulation by flow cytometry. CD4-MBL CAR-T cells displayed potent lytic and functional responses to Env-expressing cell lines and HIV-infected CD4+ T cells but were ineffective at targeting FDC bearing HIV-ICs. CD4-MBL CAR-T cells were unresponsive to cell-free HIV or concentrated, immobilized HIV-ICs in cell-free experiments. Blocking intercellular adhesion molecule-1 (ICAM-1) inhibited the cytolytic response of CD4-MBL CAR-T cells to Env-expressing cell lines and HIV-infected CD4+ T cells, suggesting that factors such as adhesion molecules are necessary for the stabilization of the CAR-Env interaction to elicit a cytotoxic response. Thus, CD4-MBL CAR-T cells are unable to eliminate the FDC-associated HIV reservoir, and alternative strategies to eradicate this reservoir must be sought.IMPORTANCE Efforts to cure HIV infection have focused primarily on the elimination of latently infected CD4+ T cells. Few studies have addressed the unique reservoir of infectious HIV that exists on follicular dendritic cells (FDCs), persists in vivo during antiretroviral therapy, and likely contributes to viral rebound upon cessation of antiretroviral therapy. We assessed the efficacy of a novel HIV-specific chimeric antigen receptor (CAR) T cell to target both HIV-infected CD4+ T cells and the FDC reservoir in vitro Although CAR-T cells eliminated CD4+ T cells that express HIV, they did not respond to or eliminate FDC bound to HIV. These findings reveal a fundamental limitation to CAR-T cell therapy to eradicate HIV.
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26
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Follicular T-cell subsets in HIV infection: recent advances in pathogenesis research. Curr Opin HIV AIDS 2020; 14:71-76. [PMID: 30585797 DOI: 10.1097/coh.0000000000000525] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE OF REVIEW T cells within B-cell follicles of secondary lymphoid tissues play key roles in HIV immunopathogenesis. This review highlights recent findings and identifies gaps in current knowledge. RECENT FINDINGS B-cell follicles are major sites of virus replication and demonstrate significant impairments in the generation of humoral immunity in HIV infection. Follicular T helper cells (Tfh), follicular T regulatory cells (Tfr) and follicular CD8 T cells (fCD8) play key roles in HIV immunopathogenesis. Tfh and more recently Tfr are highly permissive to HIV, and may serve as reservoirs of HIV in treated infection. Virus-specific CD8 T cells are less abundant in B-cell follicles than extrafollicular regions, but their effector mechanisms remain an area of significant controversy. Impairments in Tfh likely contribute to impaired humoral immunity and potential mechanisms include B-cell counter-regulatory mechanisms, Tfr suppression and diminished repertoire breadth. A better understanding of the roles of Tfh, Tfr and fCD8 in HIV immunopathogenesis is critical to the development of effective HIV vaccines and cure strategies. SUMMARY Tfh, Tfr and fCD8 contribute to HIV persistence and impaired humoral immunity. A better understanding of their roles could facilitate vaccine development and HIV cure strategies.
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27
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Herzig E, Kim KC, Packard TA, Vardi N, Schwarzer R, Gramatica A, Deeks SG, Williams SR, Landgraf K, Killeen N, Martin DW, Weinberger LS, Greene WC. Attacking Latent HIV with convertibleCAR-T Cells, a Highly Adaptable Killing Platform. Cell 2019; 179:880-894.e10. [PMID: 31668804 DOI: 10.1016/j.cell.2019.10.002] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 07/19/2019] [Accepted: 10/01/2019] [Indexed: 12/20/2022]
Abstract
Current approaches to reducing the latent HIV reservoir entail first reactivating virus-containing cells to become visible to the immune system. A critical second step is killing these cells to reduce reservoir size. Endogenous cytotoxic T-lymphocytes (CTLs) may not be adequate because of cellular exhaustion and the evolution of CTL-resistant viruses. We have designed a universal CAR-T cell platform based on CTLs engineered to bind a variety of broadly neutralizing anti-HIV antibodies. We show that this platform, convertibleCAR-T cells, effectively kills HIV-infected, but not uninfected, CD4 T cells from blood, tonsil, or spleen and only when armed with anti-HIV antibodies. convertibleCAR-T cells also kill within 48 h more than half of the inducible reservoir found in blood of HIV-infected individuals on antiretroviral therapy. The modularity of convertibleCAR-T cell system, which allows multiplexing with several anti-HIV antibodies yielding greater breadth and control, makes it a promising tool for attacking the latent HIV reservoir.
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Affiliation(s)
- Eytan Herzig
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA; Departments of Medicine and Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Kaman Chan Kim
- Xyphos Biosciences, Inc., South San Francisco, CA 94080, USA
| | - Thomas A Packard
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA; Departments of Medicine and Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Noam Vardi
- Gladstone Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Departments of Biochemistry and Biophysics and Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Roland Schwarzer
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA; Departments of Medicine and Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Andrea Gramatica
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA; Departments of Medicine and Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Steven G Deeks
- Department of Medicine, University of California, San Francisco, San Francisco, CA 94110, USA
| | | | - Kyle Landgraf
- Xyphos Biosciences, Inc., South San Francisco, CA 94080, USA
| | - Nigel Killeen
- Xyphos Biosciences, Inc., South San Francisco, CA 94080, USA
| | - David W Martin
- Xyphos Biosciences, Inc., South San Francisco, CA 94080, USA
| | - Leor S Weinberger
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA; Gladstone Center for Cell Circuitry, Gladstone Institutes, San Francisco, CA 94158, USA; Departments of Biochemistry and Biophysics and Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Warner C Greene
- Gladstone Center for HIV Cure Research, Gladstone Institute of Virology and Immunology, San Francisco, CA 94158, USA; Departments of Medicine and Microbiology and Immunology, University of California, San Francisco, San Francisco, CA 94143, USA.
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28
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Uzzan M, Tokuyama M, Rosenstein AK, Tomescu C, SahBandar IN, Ko HM, Leyre L, Chokola A, Kaplan-Lewis E, Rodriguez G, Seki A, Corley MJ, Aberg J, La Porte A, Park EY, Ueno H, Oikonomou I, Doron I, Iliev ID, Chen BK, Lui J, Schacker TW, Furtado GC, Lira SA, Colombel JF, Horowitz A, Lim JK, Chomont N, Rahman AH, Montaner LJ, Ndhlovu LC, Mehandru S. Anti-α4β7 therapy targets lymphoid aggregates in the gastrointestinal tract of HIV-1-infected individuals. Sci Transl Med 2019; 10:10/461/eaau4711. [PMID: 30282696 DOI: 10.1126/scitranslmed.aau4711] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 09/11/2018] [Indexed: 12/12/2022]
Abstract
Gut homing CD4+ T cells expressing the integrin α4β7 are early viral targets and contribute to HIV-1 pathogenesis, likely by seeding the gastrointestinal (GI) tract with HIV. Although simianized anti-α4β7 monoclonal antibodies have shown promise in preventing or attenuating the disease course of simian immunodeficiency virus in nonhuman primate studies, the mechanisms of drug action remain elusive. We present a cohort of individuals with mild inflammatory bowel disease and concomitant HIV-1 infection receiving anti-α4β7 treatment. By sampling the immune inductive and effector sites of the GI tract, we have discovered that anti-α4β7 therapy led to a significant and unexpected attenuation of lymphoid aggregates, most notably in the terminal ileum. Given that lymphoid aggregates serve as important sanctuary sites for maintaining viral reservoirs, their attrition by anti-α4β7 therapy has important implications for HIV-1 therapeutics and eradication efforts and defines a rational basis for the use of anti-α4β7 therapy in HIV-1 infection.
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Affiliation(s)
- Mathieu Uzzan
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Minami Tokuyama
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Adam K Rosenstein
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Ivo N SahBandar
- Department of Tropical Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI 96813, USA
| | - Huaibin M Ko
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Louise Leyre
- Centre de recherche du Centre hospitalier de l'Université de Montréal and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montréal, Québec H2X 0A9, Canada
| | - Anupa Chokola
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Emma Kaplan-Lewis
- Division of Infectious Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Gabriela Rodriguez
- Division of Infectious Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Akihiro Seki
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Michael J Corley
- Department of Tropical Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI 96813, USA
| | - Judith Aberg
- Division of Infectious Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Annalena La Porte
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Division of Infectious Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Eun-Young Park
- Department of Tropical Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI 96813, USA
| | - Hideki Ueno
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ioannis Oikonomou
- Division of Gastroenterology, Rush University, Chicago, IL 60612, USA
| | - Itai Doron
- Gastroenterology and Hepatology Divison, Department of Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Iliyan D Iliev
- Gastroenterology and Hepatology Divison, Department of Medicine, Weill Cornell Medicine, New York, NY 10065, USA
| | - Benjamin K Chen
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Division of Infectious Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jennifer Lui
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Timothy W Schacker
- Department of Medicine, Medical School, University of Minnesota, Minneapolis, MN 55455, USA
| | - Glaucia C Furtado
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sergio A Lira
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jean-Frederic Colombel
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Amir Horowitz
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jean K Lim
- Division of Infectious Disease, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nicolas Chomont
- Centre de recherche du Centre hospitalier de l'Université de Montréal and Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montréal, Québec H2X 0A9, Canada
| | - Adeeb H Rahman
- Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Lishomwa C Ndhlovu
- Department of Tropical Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI 96813, USA
| | - Saurabh Mehandru
- Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA. .,Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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29
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Rothenberger M, Nganou-Makamdop K, Kityo C, Ssali F, Chipman JG, Beilman GJ, Hoskuldsson T, Anderson J, Jasurda J, Schmidt TE, Calisto SP, Pearson H, Reimann T, David C, Perkey K, Southern P, Wietgrefe S, Helgeson E, Reilly C, Haase AT, Douek DC, Fletcher CV, Schacker TW. Impact of Integrase Inhibition Compared With Nonnucleoside Inhibition on HIV Reservoirs in Lymphoid Tissues. J Acquir Immune Defic Syndr 2019; 81:355-360. [PMID: 31192893 PMCID: PMC6582649 DOI: 10.1097/qai.0000000000002026] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 02/04/2019] [Indexed: 01/03/2023]
Abstract
BACKGROUND HIV is produced in lymphoid tissues (LT) and stored on the follicular dendritic cell network in LT. When antiretroviral therapy is started, plasma viremia decays in 2 phases; the first within days of starting therapy and the second over weeks. Raltegravir (RAL), an integrase inhibitor, has been associated with only a single rapid phase of decay, and we speculated this may be due to higher intracellular concentration (IC) of RAL in LT. We have previously measured suboptimal ICs of antiretroviral therapy agents in LT, which were associated with slower decay of both vRNA+ cells and the follicular dendritic cell network pool. SETTING Outpatient clinic at the Joint Clinical Research Center in Kampala, Uganda. METHODS We compared the rate of decay in LT in people starting RAL with those starting efavirenz (EFV). RESULTS There was no difference in the rate of virus decay in LT. The ratio of the ICs of RAL and EFV in lymph node to the concentration of drug that inhibits 95% of virus in blood was 1 log lower in lymph node for EFV and >3 logs lower for RAL. CONCLUSION These data further highlight the challenges of drug delivery to LT in HIV infection and demonstrate that RAL is not superior to EFV as judged by direct measurements of the source of virus in LT.
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Affiliation(s)
| | | | - Cissy Kityo
- Joint Clinical Research Center, Kampala, Uganda
| | | | | | | | | | - Jodi Anderson
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Jake Jasurda
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | | | | | - Hope Pearson
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Thomas Reimann
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Caitlin David
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Katherine Perkey
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | | | | | - Erika Helgeson
- Biostatistics, University of Minnesota, Minneapolis, MN; and
| | - Cavan Reilly
- Biostatistics, University of Minnesota, Minneapolis, MN; and
| | | | - Daniel C Douek
- Vaccine Research Center, National Institutes of Allergy and Infectious Diseases, NIH, Bethesda, MD
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Modeling HIV Dynamics Under Combination Therapy with Inducers and Antibodies. Bull Math Biol 2019; 81:2625-2648. [PMID: 31161559 DOI: 10.1007/s11538-019-00621-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 05/27/2019] [Indexed: 12/12/2022]
Abstract
A mathematical model is proposed to simulate the "shock-kill" strategy where broadly neutralizing antibodies (bNAbs) are injected with a combination of HIV latency activators to reduce persistent HIV reservoirs. The basic reproductive ratio of virus is computed to extrapolate how the combinational therapy of inducers and antibodies affects the persistence of HIV infection. Numerical simulations demonstrate that a proper combination of inducers and bNAbs can drive the basic reproductive ratio below unity. Interestingly, it is found that a longer dosage interval leads to the higher HIV survival opportunity and a smaller dosage interval is preferred, which is fundamental to design an optimal therapeutic scheme. Further simulations reveal the conditions under which the joint therapy of inducer and antibodies induces a large extension of viral rebound time, which highlights the mechanism of delayed viral rebound from the experiment (Halper-Stromberg et al. in Cell 158:989-999, 2014). Optimal time for cessation of treatment is also analyzed to aid practical applications.
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31
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Development of CAR-T cells for long-term eradication and surveillance of HIV-1 reservoir. Curr Opin Virol 2019; 38:21-30. [PMID: 31132749 DOI: 10.1016/j.coviro.2019.04.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/18/2019] [Accepted: 04/19/2019] [Indexed: 12/21/2022]
Abstract
Human immunodeficiency virus type 1 (HIV-1) reservoir is a pool of latently infected cells harboring replication-competent proviral DNA that limits antiretroviral therapy. Suppression of HIV-1 by combination antiretroviral therapy (cART) delays progression of the disease but does not eliminate the viral reservoir, necessitating lifetime daily administration of antiretroviral drugs. To achieve durable suppression of viremia without daily therapy, various strategies have been developed, including long-acting antiretroviral drugs (LA-ARVs), broadly neutralizing antibodies (bNAbs), and chimeric antigen receptor T (CAR-T) cells. Here, we summarize and discuss recent breakthroughs in CAR-T cell therapies toward the eradication of HIV-1 reservoir. Although substantial challenges exist, CAR-T cell technology may serve as a promising strategy toward HIV-1 functional cure.
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32
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Ghafari M, Weissman DB. The expected time to cross extended fitness plateaus. Theor Popul Biol 2019; 129:54-67. [PMID: 31054850 DOI: 10.1016/j.tpb.2019.03.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2018] [Revised: 12/28/2018] [Accepted: 03/05/2019] [Indexed: 10/25/2022]
Abstract
For a population to acquire a complex adaptation requiring multiple individually neutral mutations, it must cross a plateau in the fitness landscape. We consider plateaus involving three mutations, and show that large populations can cross them rapidly via lineages that acquire multiple mutations while remaining at low frequency, much faster than the ∝μ3 rate for simultaneous triple mutations. Plateau-crossing is fastest for very large populations. At intermediate population sizes, recombination can greatly accelerate adaptation by combining independent mutant lineages to form triple-mutants. For more frequent recombination, such that the population is kept near linkage equilibrium, we extend our analysis to find simple expressions for the expected time to cross plateaus of arbitrary width.
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Affiliation(s)
- Mahan Ghafari
- Department of Physics, Emory University, Atlanta, GA 30322, USA; Department of Genetics, University of Cambridge, UK
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33
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Humanized Mouse Model of HIV-1 Latency with Enrichment of Latent Virus in PD-1 + and TIGIT + CD4 T Cells. J Virol 2019; 93:JVI.02086-18. [PMID: 30842333 DOI: 10.1128/jvi.02086-18] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 03/01/2019] [Indexed: 12/18/2022] Open
Abstract
Combination anti-retroviral drug therapy (ART) potently suppresses HIV-1 replication but does not result in virus eradication or a cure. A major contributing factor is the long-term persistence of a reservoir of latently infected cells. To study this reservoir, we established a humanized mouse model of HIV-1 infection and ART suppression based on an oral ART regimen. Similar to humans, HIV-1 levels in the blood of ART-treated animals were frequently suppressed below the limits of detection. However, the limited timeframe of the mouse model and the small volume of available samples makes it a challenging model with which to achieve full viral suppression and to investigate the latent reservoir. We therefore used an ex vivo latency reactivation assay that allows a semiquantitative measure of the latent reservoir that establishes in individual animals, regardless of whether they are treated with ART. Using this assay, we found that latently infected human CD4 T cells can be readily detected in mouse lymphoid tissues and that latent HIV-1 was enriched in populations expressing markers of T cell exhaustion, PD-1 and TIGIT. In addition, we were able to use the ex vivo latency reactivation assay to demonstrate that HIV-specific TALENs can reduce the fraction of reactivatable virus in the latently infected cell population that establishes in vivo, supporting the use of targeted nuclease-based approaches for an HIV-1 cure.IMPORTANCE HIV-1 can establish latent infections that are not cleared by current antiretroviral drugs or the body's immune responses and therefore represent a major barrier to curing HIV-infected individuals. However, the lack of expression of viral antigens on latently infected cells makes them difficult to identify or study. Here, we describe a humanized mouse model that can be used to detect latent but reactivatable HIV-1 in both untreated mice and those on ART and therefore provides a simple system with which to study the latent HIV-1 reservoir and the impact of interventions aimed at reducing it.
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Cellular HIV Reservoirs and Viral Rebound from the Lymphoid Compartments of 4'-Ethynyl-2-Fluoro-2'-Deoxyadenosine (EFdA)-Suppressed Humanized Mice. Viruses 2019; 11:v11030256. [PMID: 30871222 PMCID: PMC6466357 DOI: 10.3390/v11030256] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 03/02/2019] [Accepted: 03/06/2019] [Indexed: 12/28/2022] Open
Abstract
Although antiretroviral therapy (ART) greatly suppresses HIV replication, lymphoid tissues remain a sanctuary site where the virus may replicate. Tracking the earliest steps of HIV spread from these cellular reservoirs after drug cessation is pivotal for elucidating how infection can be prevented. In this study, we developed an in vivo model of HIV persistence in which viral replication in the lymphoid compartments of humanized mice was inhibited by the HIV reverse transcriptase inhibitor 4′-ethynyl-2-fluoro-2′-deoxyadenosine (EFdA) to very low levels, which recapitulated ART-suppression in HIV-infected individuals. Using a combination of RNAscope in situ hybridization (ISH) and immunohistochemistry (IHC), we quantitatively investigated the distribution of HIV in the lymphoid tissues of humanized mice during active infection, EFdA suppression, and after drug cessation. The lymphoid compartments of EFdA-suppressed humanized mice harbored very rare transcription/translation-competent HIV reservoirs that enable viral rebound. Our data provided the visualization and direct measurement of the early steps of HIV reservoir expansion within anatomically intact lymphoid tissues soon after EFdA cessation and suggest a strategy to enhance therapeutic approaches aimed at eliminating the HIV reservoir.
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Chisholm PJ, Busch JW, Crowder DW. Effects of life history and ecology on virus evolutionary potential. Virus Res 2019; 265:1-9. [PMID: 30831177 DOI: 10.1016/j.virusres.2019.02.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 02/27/2019] [Accepted: 02/28/2019] [Indexed: 11/28/2022]
Abstract
The life history traits of viruses pose many consequences for viral population structure. In turn, population structure may influence the evolutionary trajectory of a virus. Here we review factors that affect the evolutionary potential of viruses, including rates of mutation and recombination, bottlenecks, selection pressure, and ecological factors such as the requirement for hosts and vectors. Mutation, while supplying a pool of raw genetic material, also results in the generation of numerous unfit mutants. The infection of multiple host species may expand a virus' ecological niche, although it may come at a cost to genetic diversity. Vector-borne viruses often experience a diminished frequency of positive selection and exhibit little diversity, and resistance against vector-borne viruses may thus be more durable than against non-vectored viruses. Evidence indicates that adaptation to a vector is more evolutionarily difficult than adaptation to a host. Overall, a better understanding of how various factors influence viral dynamics in both plant and animal pathosystems will lead to more effective anti-viral treatments and countermeasures.
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Affiliation(s)
- Paul J Chisholm
- Department of Entomology, Washington State University, 166 FSHN Building, Pullman, WA, 99164, USA.
| | - Jeremiah W Busch
- School of Biological Sciences, Washington State University, PO Box 644236, Pullman, WA, 99164, USA.
| | - David W Crowder
- Department of Entomology, Washington State University, 166 FSHN Building, Pullman, WA, 99164, USA.
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Beck SE, Veenhuis RT, Blankson JN. Does B Cell Follicle Exclusion of CD8+ T Cells Make Lymph Nodes Sanctuaries of HIV Replication? Front Immunol 2019; 10:2362. [PMID: 31649673 PMCID: PMC6794453 DOI: 10.3389/fimmu.2019.02362] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 09/19/2019] [Indexed: 12/25/2022] Open
Abstract
As we learn more about the HIV latent reservoir, we continue to discover that the viral reservoir is more complicated than just a pool of infected resting memory CD4+ T cells in peripheral blood. Evidence increasingly points to both certain tissues and certain types of cells as potential viral reservoirs. T follicular helper cells (TFH) are prime targets of HIV infection-this creates a sanctuary for infected cells because CD8+ T cells generally do not enter lymph node follicles unless they express CXCR5, and are not as effective at killing infected CD4+ T cells as peripheral CD8+ T cells. In this review, we summarize the current state of research on TFH cell infection in peripheral lymphoid tissues and focus on the question of whether CD8+ T cell exclusion from B cell follicles is responsible, at least in part, for establishing secondary lymphoid tissue B cell follicles as an anatomic site of HIV transcription and replication.
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Affiliation(s)
- Sarah E. Beck
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Rebecca T. Veenhuis
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Joel N. Blankson
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- *Correspondence: Joel N. Blankson
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37
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CD32 + and PD-1 + Lymph Node CD4 T Cells Support Persistent HIV-1 Transcription in Treated Aviremic Individuals. J Virol 2018; 92:JVI.00901-18. [PMID: 29976671 PMCID: PMC6158413 DOI: 10.1128/jvi.00901-18] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 06/29/2018] [Indexed: 11/20/2022] Open
Abstract
A recent study conducted in blood has proposed CD32 as the marker identifying the "elusive" HIV reservoir. We have investigated the distribution of CD32+ CD4 T cells in blood and lymph nodes (LNs) of HIV-1-uninfected subjects and viremic untreated and long-term-treated HIV-1-infected individuals and their relationship with PD-1+ CD4 T cells. The frequency of CD32+ CD4 T cells was increased in viremic compared to treated individuals in LNs, and a large proportion (up to 50%) of CD32+ cells coexpressed PD-1 and were enriched within T follicular helper (Tfh) cells. We next investigated the role of LN CD32+ CD4 T cells in the HIV reservoir. Total HIV DNA was enriched in CD32+ and PD-1+ CD4 T cells compared to CD32- and PD-1- cells in both viremic and treated individuals, but there was no difference between CD32+ and PD-1+ cells. There was no enrichment of latently infected cells with inducible HIV-1 in CD32+ versus PD-1+ cells in antiretroviral therapy (ART)-treated individuals. HIV-1 transcription was then analyzed in LN memory CD4 T cell populations sorted on the basis of CD32 and PD-1 expression. CD32+ PD-1+ CD4 T cells were significantly enriched in cell-associated HIV RNA compared to CD32- PD-1- (averages of 5.2-fold in treated individuals and 86.6-fold in viremics), CD32+ PD-1- (2.2-fold in treated individuals and 4.3-fold in viremics), and CD32- PD-1+ (2.2-fold in ART-treated individuals and 4.6-fold in viremics) cell populations. Similar levels of HIV-1 transcription were found in CD32+ PD-1- and CD32- PD-1+ CD4 T cells. Interestingly, the proportion of CD32+ and PD-1+ CD4 T cells negatively correlated with CD4 T cell counts and length of therapy. Therefore, the expression of CD32 identifies, independently of PD-1, a CD4 T cell population with persistent HIV-1 transcription and coexpression of CD32 and PD-1, the CD4 T cell population with the highest levels of HIV-1 transcription in both viremic and treated individuals.IMPORTANCE The existence of long-lived latently infected resting memory CD4 T cells represents a major obstacle to the eradication of HIV infection. Identifying cell markers defining latently infected cells containing replication-competent virus is important in order to determine the mechanisms of HIV persistence and to develop novel therapeutic strategies to cure HIV infection. We provide evidence that PD-1 and CD32 may have a complementary role in better defining CD4 T cell populations infected with HIV-1. Furthermore, CD4 T cells coexpressing CD32 and PD-1 identify a CD4 T cell population with high levels of persistent HIV-1 transcription.
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38
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Shang L, Smith AJ, Duan L, Perkey KE, Wietgrefe S, Zupancic M, Southern PJ, Johnson RP, Carlis JV, Haase AT. Vaccine-Associated Maintenance of Epithelial Integrity Correlated With Protection Against Virus Entry. J Infect Dis 2018; 218:1272-1283. [PMID: 29401315 PMCID: PMC6455945 DOI: 10.1093/infdis/jiy062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Accepted: 01/29/2018] [Indexed: 12/13/2022] Open
Abstract
To identify the mechanisms by which human immunodeficiency virus type 1 (HIV-1) might penetrate the epithelial barrier during sexual transmission to women and the mechanisms of vaccine-associated protection against entry, we characterized early epithelial responses to vaginal inoculation of simian immunodeficiency virus strain mac251 (SIVmac251) in naive or SIVmac239Δnef-vaccinated rhesus macaques. Vaginal inoculation induced an early stress response in the cervicovaginal epithelium, which was associated with impaired epithelial integrity, damaged barrier function, and virus and bacterial translocation. In vaccinated animals, early stress responses were suppressed, and the maintenance of epithelial barrier integrity correlated with prevention of virus entry. These vaccine-protective effects were associated with a previously described mucosal system for locally producing and concentrating trimeric gp41 antibodies at the mucosal interface and with formation of SIV-specific immune complexes that block the stress responses via binding to the epithelial receptor FCGR2B and subsequent inhibitory signaling. Thus, blocking virus entry may be one protective mechanism by which locally concentrated non-neutralizing Ab might prevent HIV sexual transmission to women.
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Affiliation(s)
- L Shang
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - A J Smith
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - L Duan
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - K E Perkey
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - S Wietgrefe
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - M Zupancic
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - P J Southern
- Department of Microbiology and Immunology, Medical School, Minneapolis
| | - R P Johnson
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia
| | - J V Carlis
- Department of Computer Science and Engineering, University of Minnesota, Minneapolis
| | - A T Haase
- Department of Microbiology and Immunology, Medical School, Minneapolis
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Castro-Gonzalez S, Colomer-Lluch M, Serra-Moreno R. Barriers for HIV Cure: The Latent Reservoir. AIDS Res Hum Retroviruses 2018; 34:739-759. [PMID: 30056745 PMCID: PMC6152859 DOI: 10.1089/aid.2018.0118] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Thirty-five years after the identification of HIV-1 as the causative agent of AIDS, we are still in search of vaccines and treatments to eradicate this devastating infectious disease. Progress has been made in understanding the molecular pathogenesis of this infection, which has been crucial for the development of the current therapy regimens. However, despite their efficacy at limiting active viral replication, these drugs are unable to purge the latent reservoir: a pool of cells that harbor transcriptionally inactive, but replication-competent HIV-1 proviruses, and that represent the main barrier to eradicate HIV-1 from affected individuals. In this review, we discuss advances in the field that have allowed a better understanding of HIV-1 latency, including the diverse cell types that constitute the latent reservoir, factors influencing latency, tools to study HIV-1 latency, as well as current and prospective therapeutic approaches to target these latently infected cells, so a functional cure for HIV/AIDS can become a reality.
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Affiliation(s)
- Sergio Castro-Gonzalez
- Department of Biological Sciences, College of Arts and Sciences, Texas Tech University, Lubbock, Texas
| | - Marta Colomer-Lluch
- IrsiCaixa AIDS Research Institute, Hospital Germans Trias i Pujol, Badalona, Spain
| | - Ruth Serra-Moreno
- Department of Biological Sciences, College of Arts and Sciences, Texas Tech University, Lubbock, Texas
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Sneha P, Panda PK, Gharemirshamlu FR, Bamdad K, Balaji S. Structural discordance in HIV-1 Vpu from brain isolate alarms amyloid fibril forming behavior- a computational perspective. J Theor Biol 2018; 451:35-45. [PMID: 29705491 DOI: 10.1016/j.jtbi.2018.04.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 02/14/2018] [Accepted: 04/25/2018] [Indexed: 11/15/2022]
Abstract
HIV-1 being the most widespread type worldwide, its accounts for almost 95% of all infections including HIV associated dementia (HAD) that triggers neurological dysfunction and neurodegeneration in patients. The common features associated with HAD and other neurodegenerative diseases are accumulation of amyloid plaques, neuronal loss and deterioration of cognitive abilities, amongst which amyloid fibrillation is considered to be a hallmark. The success of effective therapeutics lies in the understanding of mechanisms leading to neurotoxicity. Few viral proteins like gp-120 are known to be involved in aggregation and enhancement of viral infectivity while comprehending the neurotoxic role of some other proteins is still underway. In the current study, amyloidogenic potential of HIV-1 Vpu protein from brain isolate is investigated through computational approaches. The aggregation propensity of brain derived HIV-1 Vpu was assessed by several amyloid prediction servers that projected the region 4-35 to be amyloidogenic. The protein structure was modeled and subjected to 70 ns molecular dynamics (MD) simulation to investigate the transformation of α-helical conformation of the predicted aggregate region into β-sheet, proposing the protein's ability to initiate fibril formation that is central to amyloidogenic proteins. The structural features of brain derived HIV-1 Vpu were consistent with the in silico amyloid prediction results that depicts the conformational change in the region 8-28 of which residues Ala8, Ile9, Val10, Ala19, Ile20 and Val21 constitutes β-sheet formation. The α-helix/β-sheet discordance of the predicted region was reflected in the simulation study highlighting the possible structural transition associated with HIV-1 Vpu protein of brain isolate.
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Affiliation(s)
- Patil Sneha
- School of Biotechnology and Bioinformatics, D.Y. Patil deemed to be University, CBD Belapur, Sector 15, Navi Mumbai, Maharashtra 400614, India; Research and Development Centre, Bharathiar University, Coimbatore 641046 India
| | - Pritam Kumar Panda
- School of Biotechnology and Bioinformatics, D.Y. Patil deemed to be University, CBD Belapur, Sector 15, Navi Mumbai, Maharashtra 400614, India
| | | | - Kourosh Bamdad
- Faculty of Science(,) Payame Noor University, 19395-4697 Iran
| | - Seetharaman Balaji
- Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104 Karnataka, India.
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Moysi E, Petrovas C, Koup RA. The role of follicular helper CD4 T cells in the development of HIV-1 specific broadly neutralizing antibody responses. Retrovirology 2018; 15:54. [PMID: 30081906 PMCID: PMC6080353 DOI: 10.1186/s12977-018-0437-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 07/28/2018] [Indexed: 01/23/2023] Open
Abstract
The induction of HIV-1-specific antibodies that can neutralize a broad number of isolates is a major goal of HIV-1 vaccination strategies. However, to date no candidate HIV-1 vaccine has successfully elicited broadly neutralizing antibodies of sufficient quality and breadth for protection. In this review, we focus on the role of follicular helper CD4 T-cells (Tfh) in the development of such cross-reactive protective antibodies. We discuss germinal center (GC) formation and the dynamics of Tfh and GC B cells during HIV-1/SIV infection and vaccination. Finally, we consider future directions for the study of Tfh and offer perspective on factors that could be modulated to enhance Tfh function in the context of prophylactic vaccination.
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Affiliation(s)
- Eirini Moysi
- Immunology Laboratory, Vaccine Research Center, NIAID, NIH, Bethesda, USA
| | | | - Richard A Koup
- Immunology Laboratory, Vaccine Research Center, NIAID, NIH, Bethesda, USA
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Abstract
PURPOSE OF REVIEW The article describes recent advances in understanding the causes and consequences of microbial translocation in HIV and simian immunodeficiency virus infections. RECENT FINDINGS Persistent microbial translocation contributes to aberrant immune activation in immunodeficiency lentiviral infections and thereby, pathogenesis and mortality. Efforts to delineate the circumstances surrounding translocation have benefited from use of simian immunodeficiency virus-infected nonhuman primates and highlight the overwhelming immunologic diversion caused by translocating microbes. The use of therapeutics aimed at reducing microbial translocation show promise and will benefit from continued research into the mechanisms that promote systemic microbial dissemination in treated and untreated infections. SUMMARY Insights into the source and identity of translocating microbes in lentiviral infections continue to enhance the development of adjunct therapeutics.
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Conway JM, Perelson AS. Early HIV infection predictions: role of viral replication errors. SIAM JOURNAL ON APPLIED MATHEMATICS 2018; 78:1863-1890. [PMID: 31231142 PMCID: PMC6588189 DOI: 10.1137/17m1134019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
In order to prevent and/or control infections it is necessary to understand their early-time dynamics. However this is precisely the phase of HIV about which the least is known. To investigate the initial stages of HIV infection within a host we have developed a multi-type, continuous-time branching process model. This model is a stochastic extension of the standard viral dynamics model, under the assumption that the number of cell targets for viral infection is constant, biologically reasonable since, during the earliest stages of HIV infection, very few cells are infected relative to their total population size. We use our model to investigate three important clinical characteristics of early HIV infection following intravenous challenge: risk of infection, time to infection clearance (assuming failed infection), and time to infection detection. Our focus is on the impact of errors in viral replication that result in non-infectious virus production on these characteristics. Only a small fraction of circulating virus in any chronically infected individual is capable of infecting susceptible cells: estimates range from 1/104 - 1/103. Characterization and quantification of the processes by which virus becomes defective remains incomplete. We consider two mechanisms that result in defective virus: (1) Copying errors, i.e., lethal errors in reverse transcription, which introduce mutations into the HIV-1 proviral genome, some of which may cripple the viral genome produced, and (2) Packaging errors, i.e., errors during viral packaging, at the end of the viral replication cycle, which cause defective virus by packaging new virions without, for example, viral RNA or key proteins required for infectivity. We show that assumptions on mechanisms of defective virus production can significantly impact early HIV infection model predictions. For example, the risk of infection is orders of magnitude higher if all defective virus is associated with packaging errors, but infection is predicted to be detectable sooner following HIV exposure if all defective virus is associated with copying errors. Thus, in order to make reliable predictions of risk, clearance time, and detection time, better characterization of viral replication is required.
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Affiliation(s)
- Jessica M Conway
- Department of Mathematics and Center for Infectious Disease Dynamics, Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Alan S Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
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Moysi E, Pallikkuth S, De Armas LR, Gonzalez LE, Ambrozak D, George V, Huddleston D, Pahwa R, Koup RA, Petrovas C, Pahwa S. Altered immune cell follicular dynamics in HIV infection following influenza vaccination. J Clin Invest 2018; 128:3171-3185. [PMID: 29911996 PMCID: PMC6025971 DOI: 10.1172/jci99884] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 04/25/2018] [Indexed: 12/29/2022] Open
Abstract
HIV infection changes the lymph node (LN) tissue architecture, potentially impairing the immunologic response to antigenic challenge. The tissue-resident immune cell dynamics in virologically suppressed HIV+ patients on combination antiretroviral therapy (cART) are not clear. We obtained LN biopsies before and 10 to 14 days after trivalent seasonal influenza immunization from healthy controls (HCs) and HIV+ volunteers on cART to investigate CD4+ T follicular helper (Tfh) and B cell dynamics by flow cytometry and quantitative imaging analysis. Prior to vaccination, compared with those in HCs, HIV+ LNs exhibited an altered follicular architecture, but harbored higher numbers of Tfh cells and increased IgG+ follicular memory B cells. Moreover, Tfh cell numbers were dependent upon preservation of the follicular dendritic cell (FDC) network and were predictive of the magnitude of the vaccine-induced IgG responses. Interestingly, postvaccination LN samples in HIV+ participants had significantly (P = 0.0179) reduced Tfh cell numbers compared with prevaccination samples, without evidence for peripheral Tfh (pTfh) cell reduction. We conclude that influenza vaccination alters the cellularity of draining LNs of HIV+ persons in conjunction with development of antigen-specific humoral responses. The underlying mechanism of Tfh cell decline warrants further investigation, as it could bear implications for the rational design of HIV vaccines.
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Affiliation(s)
- Eirini Moysi
- Tissue Analysis Core, Immunology Laboratory, Vaccine Research Center (VRC), National Institute of Allergy and Infectious Diseases (NIAID), NIH, Bethesda, Maryland, USA
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Suresh Pallikkuth
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Lesley R. De Armas
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Louis E. Gonzalez
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - David Ambrozak
- Immunology Laboratory, VRC, NIAID, NIH, Bethesda, Maryland, USA
| | - Varghese George
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - David Huddleston
- Department of Trauma Surgery, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Rajendra Pahwa
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Richard A. Koup
- Immunology Laboratory, VRC, NIAID, NIH, Bethesda, Maryland, USA
| | - Constantinos Petrovas
- Tissue Analysis Core, Immunology Laboratory, Vaccine Research Center (VRC), National Institute of Allergy and Infectious Diseases (NIAID), NIH, Bethesda, Maryland, USA
| | - Savita Pahwa
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
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Murakami T, Kim J, Li Y, Green GE, Shikanov A, Ono A. Secondary lymphoid organ fibroblastic reticular cells mediate trans-infection of HIV-1 via CD44-hyaluronan interactions. Nat Commun 2018; 9:2436. [PMID: 29934525 PMCID: PMC6015004 DOI: 10.1038/s41467-018-04846-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 05/22/2018] [Indexed: 12/21/2022] Open
Abstract
Fibroblastic reticular cells (FRCs) are stromal cells in secondary lymphoid organs, the major sites for HIV-1 infection of CD4+ T cells. Although FRCs regulate T cell survival, proliferation, and migration, whether they play any role in HIV-1 spread has not been studied. Here, we show that FRCs enhance HIV-1 spread via trans-infection in which FRCs capture HIV-1 and facilitate infection of T cells that come into contact with FRCs. FRCs mediate trans-infection in both two- and three-dimensional culture systems and in a manner dependent on the virus producer cells. This producer cell dependence, which was also observed for virus spread in secondary lymphoid tissues ex vivo, is accounted for by CD44 incorporated into virus particles and hyaluronan bound to such CD44 molecules. This virus-associated hyaluronan interacts with CD44 expressed on FRCs, thereby promoting virus capture by FRCs. Overall, our results reveal a novel role for FRCs in promoting HIV-1 spread. Fibroblastic reticular cells (FRCs) are important regulators of T cell survival, proliferation, and migration in secondary lymphoid organs, but their role in HIV infection isn’t studied. Here, Murakami et al. show that FRCs enhance HIV spread via CD44- and hyaluronan-mediated trans-infection.
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Affiliation(s)
- Tomoyuki Murakami
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Jiwon Kim
- Department of Macromolecular Science and Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Yi Li
- Department of Macromolecular Science and Engineering, University of Michigan, Ann Arbor, MI, 48109, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Glenn Edward Green
- Department of Otolaryngology-Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Ariella Shikanov
- Department of Macromolecular Science and Engineering, University of Michigan, Ann Arbor, MI, 48109, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Akira Ono
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
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Rothenberger M, Wagner JE, Haase A, Richman D, Grzywacz B, Strain M, Lada S, Estes J, Fletcher CV, Podany AT, Anderson J, Schmidt T, Wietgrefe S, Schacker T, Verneris MR. Transplantation of CCR5∆32 Homozygous Umbilical Cord Blood in a Child With Acute Lymphoblastic Leukemia and Perinatally Acquired HIV Infection. Open Forum Infect Dis 2018; 5:ofy090. [PMID: 29868623 PMCID: PMC5965100 DOI: 10.1093/ofid/ofy090] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 05/09/2018] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Allogeneic hematopoietic cell transplantation (allo-HCT) in a CCR5∆32 homozygous donor resulted in HIV cure. Understanding how allo-HCT impacts the HIV reservoir will inform cure strategies. METHODS A 12-year-old with perinatally acquired, CCR5-tropic HIV and acute lymphoblastic leukemia underwent myeloablative conditioning and umbilical cord blood (UCB) transplantation from a CCR5∆32 homozygous donor. Peripheral blood mononuclear cells (PBMCs) and the rectum were sampled pre- and post-transplant. The brain, lung, lymph node (LN), stomach, duodenum, ileum, and colon were sampled 73 days after transplantation (day +73), when the patient died from graft-vs-host disease. Droplet digital polymerase chain reaction (ddPCR) and in situ hybridization (ISH) were used detect the HIV reservoir in tissues. CCR5 and CD3 expression in the LN was assessed using immunohistochemistry (IHC). RESULTS HIV DNA (vDNA) was detected in PBMCs by ddPCR pretransplant but not post-transplant. vDNA was detected by ISH in the rectum at days -8 and +22, and in the LN, colon, lung, and brain day +73. vDNA was also detected in the lung by ddPCR. IHC revealed CCR5+CD3+ cells in the LN postmortem. CONCLUSIONS HIV was detected in multiple tissues 73 days after CCR5∆32 homozygous UCB allo-HCT despite myeloablative conditioning and complete donor marrow engraftment. These results highlight the importance of analyzing tissue during HIV cure interventions and inform the choice of assay used to detect HIV in tissue reservoirs.
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Affiliation(s)
| | - John E Wagner
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Ashley Haase
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota
| | - Douglas Richman
- Department of Pathology and Lab Medicine, University of Minnesota, Minneapolis, Minnesota
- Veteran’s Affairs (VA) San Diego Healthcare System, San Diego, California
| | - Bartosz Grzywacz
- Center for AIDS Research, University of California San Diego, La Jolla, California
| | - Matthew Strain
- Veteran’s Affairs (VA) San Diego Healthcare System, San Diego, California
| | - Steven Lada
- Department of Pathology and Lab Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Jacob Estes
- AIDS and Cancer Virus Program and Laboratory Animal Science Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland
| | | | - Anthony T Podany
- College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska
| | - Jodi Anderson
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Thomas Schmidt
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Steve Wietgrefe
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota
| | - Timothy Schacker
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Michael R Verneris
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
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Dave RS, Jain P, Byrareddy SN. Follicular Dendritic Cells of Lymph Nodes as Human Immunodeficiency Virus/Simian Immunodeficiency Virus Reservoirs and Insights on Cervical Lymph Node. Front Immunol 2018; 9:805. [PMID: 29725333 PMCID: PMC5916958 DOI: 10.3389/fimmu.2018.00805] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 04/03/2018] [Indexed: 01/16/2023] Open
Abstract
A hallmark feature of follicular dendritic cells (FDCs) within the lymph nodes (LNs) is their ability to retain antigens and virions for a prolonged duration. FDCs in the cervical lymph nodes (CLNs) are particularly relevant in elucidating human immunodeficiency virus (HIV)-1 infection within the cerebrospinal fluid (CSF) draining LNs of the central nervous system. The FDC viral reservoir in both peripheral LN and CLN, like the other HIV reservoirs, contribute to both low-level viremia and viral resurgence upon cessation or failure of combined antiretroviral therapy (cART). Besides prolonged virion retention on FDCs in LNs and CLNs, the suboptimal penetration of cART at these anatomical sites is another factor contributing to establishing and maintaining this viral reservoir. Unlike the FDCs within the peripheral LNs, the CLN FDCs have only recently garnered attention. This interest in CLN FDCs has been driven by detailed characterization of the meningeal lymphatic system. As the CSF drains through the meningeal lymphatics and nasal lymphatics via the cribriform plate, CLN FDCs may acquire HIV after capturing them from T cells, antigen-presenting cells, or cell-free virions. In addition, CD4+ T follicular helper cells within the CLNs are productively infected as a result of acquiring the virus from the FDCs. In this review, we outline the underlying mechanisms of viral accumulation on CLN FDCs and its potential impact on viral resurgence or achieving a cure for HIV infection.
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Affiliation(s)
- Rajnish S. Dave
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, United States
| | - Pooja Jain
- Department of Microbiology and Immunology, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, United States
| | - Siddappa N. Byrareddy
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, United States
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48
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Fan W, Demers AJ, Wan Y, Li Q. Altered Ratio of T Follicular Helper Cells to T Follicular Regulatory Cells Correlates with Autoreactive Antibody Response in Simian Immunodeficiency Virus-Infected Rhesus Macaques. THE JOURNAL OF IMMUNOLOGY 2018; 200:3180-3187. [PMID: 29610141 DOI: 10.4049/jimmunol.1701288] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 03/04/2018] [Indexed: 01/10/2023]
Abstract
Individuals with chronic HIV-1 infection have an increased prevalence of autoreactive Abs. Many of the isolated HIV broadly neutralizing Abs from these individuals are also autoreactive. However, the underlying mechanism(s) that produce these autoreactive broadly neutralizing Abs remains largely unknown. The highly regulated coordination among B cells, T follicular helper (TFH) cells, and T follicular regulatory (TFR) cells in germinal centers (GCs) of peripheral lymphatic tissues (LTs) is essential for defense against pathogens while also restricting autoreactive responses. We hypothesized that an altered ratio of TFH/TFR cells in the GC contributes to the increased prevalence of autoreactive Abs in chronic HIV infection. We tested this hypothesis using a rhesus macaque (RM) SIV model. We measured the frequency of TFH cells, TFR cells, and GC B cells in LTs and anti-dsDNA and anti-phospholipid Abs from Indian RMs, with and without SIV infection. We found that the frequency of anti-dsDNA and anti-phospholipid Abs was much higher in chronically infected RMs (83.3% [5/6] and 66.7% [4/6]) than in acutely infected RMs (33.3% [2/6] and 18.6% [1/6]) and uninfected RMs (0% [0/6] and 18.6% [1/6]). The increased ratio of TFH/TFR cells in SIV infection correlated with anti-dsDNA and anti-phospholipid autoreactive Ab levels, whereas the frequency of TFR cells alone did not correlate with the levels of autoreactive Abs. Our results provide direct evidence that the ratio of TFH/TFR cells in LTs is critical for regulating autoreactive Ab production in chronic SIV infection and possibly, by extension, in chronic HIV-1 infection.
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Affiliation(s)
- Wenjin Fan
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, NE 68583; and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE 68583
| | - Andrew James Demers
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, NE 68583; and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE 68583
| | - Yanmin Wan
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, NE 68583; and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE 68583
| | - Qingsheng Li
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, NE 68583; and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, NE 68583
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49
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Abstract
Lymph nodes play a central role in the development of adaptive immunity against pathogens and particularly the generation of antigen-specific B cell responses in specialized areas called germinal centers (GCs). Lymph node (LN) pathology was recognized as an important consequence of human immunodeficiency virus (HIV) infection since the beginning of the HIV epidemic. Investigation into the structural and functional alterations induced by HIV and Simian immunodeficiency virus (SIV) has further cemented the central role that lymphoid tissue plays in HIV/SIV pathogenesis. The coexistence of constant local inflammation, altered tissue architecture, and relative exclusion of virus-specific CD8 T cells from the GCs creates a unique environment for the virus evolution and establishment of viral reservoir in specific GC cells, namely T follicular helper CD4 T cells (Tfh). A better understanding of the biology of immune cells in HIV-infected lymph nodes is a prerequisite to attaining the ultimate goal of complete viral eradication.
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Affiliation(s)
- Yiannis Dimopoulos
- Tissue Analysis Core, Vaccine Research Center, NIAID, NIH, 40 Convent Drive, MSC 3022, Building 40, Room 3612B, Bethesda, MD, 20892, USA
| | - Eirini Moysi
- Tissue Analysis Core, Vaccine Research Center, NIAID, NIH, 40 Convent Drive, MSC 3022, Building 40, Room 3612B, Bethesda, MD, 20892, USA
| | - Constantinos Petrovas
- Tissue Analysis Core, Vaccine Research Center, NIAID, NIH, 40 Convent Drive, MSC 3022, Building 40, Room 3612B, Bethesda, MD, 20892, USA.
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50
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Baxter AE, O'Doherty U, Kaufmann DE. Beyond the replication-competent HIV reservoir: transcription and translation-competent reservoirs. Retrovirology 2018; 15:18. [PMID: 29394935 PMCID: PMC5797386 DOI: 10.1186/s12977-018-0392-7] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 01/08/2018] [Indexed: 12/20/2022] Open
Abstract
Recent years have seen a substantial increase in the number of tools available to monitor and study HIV reservoirs. Here, we discuss recent technological advances that enable an understanding of reservoir dynamics beyond classical assays to measure the frequency of cells containing provirus able to propagate a spreading infection (replication-competent reservoir). Specifically, we focus on the characterization of cellular reservoirs containing proviruses able to transcribe viral mRNAs (so called transcription-competent) and translate viral proteins (translation-competent). We suggest that the study of these alternative reservoirs provides complementary information to classical approaches, crucially at a single-cell level. This enables an in-depth characterization of the cellular reservoir, both following reactivation from latency and, importantly, directly ex vivo at baseline. Furthermore, we propose that the study of cellular reservoirs that may not contain fully replication-competent virus, but are able to produce HIV mRNAs and proteins, is of biological importance. Lastly, we detail some of the key contributions that the study of these transcription and translation-competent reservoirs has made thus far to investigations into HIV persistence, and outline where these approaches may take the field next.
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Affiliation(s)
- Amy E Baxter
- CR-CHUM, Université de Montréal, Montréal, QC, Canada.,Scripps CHAVI-ID, La Jolla, CA, USA
| | - Una O'Doherty
- Department of Pathology and Laboratory Medicine, Division of Transfusion Medicine and Therapeutic Pathology, University of Pennsylvania, Philadelphia, PA, USA.
| | - Daniel E Kaufmann
- CR-CHUM, Université de Montréal, Montréal, QC, Canada. .,Scripps CHAVI-ID, La Jolla, CA, USA.
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