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Vemparala B, Chowdhury S, Guedj J, Dixit NM. Modelling HIV-1 control and remission. NPJ Syst Biol Appl 2024; 10:84. [PMID: 39117718 PMCID: PMC11310323 DOI: 10.1038/s41540-024-00407-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 07/23/2024] [Indexed: 08/10/2024] Open
Abstract
Remarkable advances are being made in developing interventions for eliciting long-term remission of HIV-1 infection. The success of these interventions will obviate the need for lifelong antiretroviral therapy, the current standard-of-care, and benefit the millions living today with HIV-1. Mathematical modelling has made significant contributions to these efforts. It has helped elucidate the possible mechanistic origins of natural and post-treatment control, deduced potential pathways of the loss of such control, quantified the effects of interventions, and developed frameworks for their rational optimization. Yet, several important questions remain, posing challenges to the translation of these promising interventions. Here, we survey the recent advances in the mathematical modelling of HIV-1 control and remission, highlight their contributions, and discuss potential avenues for future developments.
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Affiliation(s)
- Bharadwaj Vemparala
- Department of Chemical Engineering, Indian Institute of Science, Bengaluru, India
| | - Shreya Chowdhury
- Department of Chemical Engineering, Indian Institute of Science, Bengaluru, India
| | - Jérémie Guedj
- Université Paris Cité, IAME, INSERM, F-75018, Paris, France
| | - Narendra M Dixit
- Department of Chemical Engineering, Indian Institute of Science, Bengaluru, India.
- Department of Bioengineering, Indian Institute of Science, Bengaluru, India.
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2
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Tano-Menka R, Singh NK, Muzhingi I, Li X, Mandanas MV, Kaseke C, Crain CR, Zhang A, Ogunshola FJ, Vecchiarello L, Piechocka-Trocha A, Bashirova A, Birnbaum ME, Carrington M, Walker BD, Gaiha GD. Polymorphic residues in HLA-B that mediate HIV control distinctly modulate peptide interactions with both TCR and KIR molecules. Structure 2024; 32:1121-1136.e5. [PMID: 38733995 DOI: 10.1016/j.str.2024.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 02/27/2024] [Accepted: 04/16/2024] [Indexed: 05/13/2024]
Abstract
Immunogenetic studies have shown that specific HLA-B residues (67, 70, 97, and 156) mediate the impact of HLA class I on HIV infection, but the molecular basis is not well understood. Here we evaluate the function of these residues within the protective HLA-B∗5701 allele. While mutation of Met67, Ser70, and Leu156 disrupt CD8+ T cell recognition, substitution of Val97 had no significant impact. Thermal denaturation of HLA-B∗5701-peptide complexes revealed that Met67 and Leu156 maintain HLA-peptide stability, while Ser70 and Leu156 facilitate T cell receptor (TCR) interactions. Analyses of existing structures and structural models suggested that Val97 mediates HLA-peptide binding to inhibitory KIR3DL1 molecules, which was confirmed by experimental assays. These data thereby demonstrate that the genetic basis by which host immunity impacts HIV outcomes occurs by modulating HLA-B-peptide stability and conformation for interaction with TCR and killer immunoglobulin receptor (KIR) molecules. Moreover, they indicate a key role for epitope specificity and HLA-KIR interactions to HIV control.
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MESH Headings
- Humans
- HLA-B Antigens/chemistry
- HLA-B Antigens/metabolism
- HLA-B Antigens/genetics
- HLA-B Antigens/immunology
- Protein Binding
- Receptors, Antigen, T-Cell/metabolism
- Receptors, Antigen, T-Cell/chemistry
- Receptors, Antigen, T-Cell/immunology
- HIV-1/immunology
- HIV-1/metabolism
- HIV Infections/immunology
- HIV Infections/virology
- Models, Molecular
- Receptors, KIR3DL1/metabolism
- Receptors, KIR3DL1/chemistry
- Receptors, KIR3DL1/genetics
- Peptides/chemistry
- Peptides/metabolism
- Binding Sites
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Polymorphism, Genetic
- Protein Stability
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Affiliation(s)
- Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Nishant K Singh
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Itai Muzhingi
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Xiaolong Li
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; The First Affiliated School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230027, China
| | - Michael V Mandanas
- Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Charles R Crain
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Angela Zhang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Funsho J Ogunshola
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | | | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Arman Bashirova
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Michael E Birnbaum
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA 02142, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA; Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Institute for Medical Engineering and Science and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA.
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3
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Su H, Mueller A, Goldstein H. Recent advances on anti-HIV chimeric antigen receptor-T-cell treatment to provide sustained HIV remission. Curr Opin HIV AIDS 2024; 19:169-178. [PMID: 38695148 DOI: 10.1097/coh.0000000000000858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
PURPOSE OF REVIEW Successful sustained remission of HIV infection has been achieved after CCR5Δ32/Δ32 allogeneic hematopoietic stem cell transplantation for treatment of leukemia in a small cohort of people living with HIV (PLWH). This breakthrough demonstrated that the goal of curing HIV was achievable. However, the high morbidity and mortality associated with bone marrow transplantation limits the routine application of this approach and provides a strong rationale for pursuing alternative strategies for sustained long-term antiretroviral therapy (ART)-free HIV remission. Notably, long-term immune-mediated control of HIV replication observed in elite controllers and posttreatment controllers suggests that potent HIV-specific immune responses could provide sustained ART-free remission in PLWH. The capacity of chimeric antigen receptor (CAR)-T cells engineered to target malignant cells to induce remission and cure in cancer patients made this an attractive approach to provide PLWH with a potent HIV-specific immune response. Here, we review the recent advances in the design and application of anti-HIV CAR-T-cell therapy to provide a functional HIV cure. RECENT FINDINGS HIV reservoirs are established days after infection and persist through clonal expansion of infected cells. The continuous interaction between latently infected cells and the immune system shapes the landscape of HIV latency and likely contributes to ART-free viral control in elite controllers. CAR-T cells can exhibit superior antiviral activity as compared with native HIV-specific T cells, particularly because they can be engineered to have multiple HIV specificities, resistance to HIV infection, dual costimulatory signaling, immune checkpoint inhibitors, stem cell derivation, CMV TCR coexpression, and tissue homing ligands. These modifications can significantly improve the capacities of anti-HIV CAR-T cells to prevent viral escape, resist HIV infection, and enhance cytotoxicity, persistence, and tissue penetration. Collectively, these novel modifications of anti-HIV CAR-T cell design have increased their capacity to control HIV infection. SUMMARY Anti-HIV CAR-T cells can be engineered to provide potent and sustained in-vitro and in-vivo antiviral function. The combination of anti-HIV CAR-T cells with other immunotherapeutics may contribute to long-term HIV remission in PLWH.
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Affiliation(s)
- Hang Su
- Department of Microbiology & Immunology
| | | | - Harris Goldstein
- Department of Microbiology & Immunology
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, New York, USA
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4
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Armani-Tourret M, Bone B, Tan TS, Sun W, Bellefroid M, Struyve T, Louella M, Yu XG, Lichterfeld M. Immune targeting of HIV-1 reservoir cells: a path to elimination strategies and cure. Nat Rev Microbiol 2024; 22:328-344. [PMID: 38337034 PMCID: PMC11131351 DOI: 10.1038/s41579-024-01010-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2024] [Indexed: 02/12/2024]
Abstract
Successful approaches for eradication or cure of HIV-1 infection are likely to include immunological mechanisms, but remarkably little is known about how human immune responses can recognize and interact with the few HIV-1-infected cells that harbour genome-intact viral DNA, persist long term despite antiretroviral therapy and represent the main barrier to a cure. For a long time regarded as being completely shielded from host immune responses due to viral latency, these cells do, on closer examination with single-cell analytic techniques, display discrete footprints of immune selection, implying that human immune responses may be able to effectively engage and target at least some of these cells. The failure to eliminate rebound-competent virally infected cells in the majority of persons likely reflects the evolution of a highly selected pool of reservoir cells that are effectively camouflaged from immune recognition or rely on sophisticated approaches for resisting immune-mediated killing. Understanding the fine-tuned interplay between host immune responses and viral reservoir cells will help to design improved interventions that exploit the immunological vulnerabilities of HIV-1 reservoir cells.
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Affiliation(s)
- Marie Armani-Tourret
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Benjamin Bone
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Toong Seng Tan
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Weiwei Sun
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Maxime Bellefroid
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Tine Struyve
- HIV Cure Research Center, Ghent University, Ghent, Belgium
| | - Michael Louella
- Community Advisory Board, Delaney AIDS Research Enterprise (DARE), San Francisco, CA, USA
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Xu G Yu
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Mathias Lichterfeld
- Infectious Disease Division, Brigham and Women's Hospital, Boston, MA, USA.
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA.
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5
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Hauser BM, Luo Y, Nathan A, Al-Moujahed A, Vavvas DG, Comander J, Pierce EA, Place EM, Bujakowska KM, Gaiha GD, Rossin EJ. Structure-based network analysis predicts pathogenic variants in human proteins associated with inherited retinal disease. NPJ Genom Med 2024; 9:31. [PMID: 38802398 PMCID: PMC11130145 DOI: 10.1038/s41525-024-00416-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 05/02/2024] [Indexed: 05/29/2024] Open
Abstract
Advances in gene sequencing technologies have accelerated the identification of genetic variants, but better tools are needed to understand which are causal of disease. This would be particularly useful in fields where gene therapy is a potential therapeutic modality for a disease-causing variant such as inherited retinal disease (IRD). Here, we apply structure-based network analysis (SBNA), which has been successfully utilized to identify variant-constrained amino acid residues in viral proteins, to identify residues that may cause IRD if subject to missense mutation. SBNA is based entirely on structural first principles and is not fit to specific outcome data, which makes it distinct from other contemporary missense prediction tools. In 4 well-studied human disease-associated proteins (BRCA1, HRAS, PTEN, and ERK2) with high-quality structural data, we find that SBNA scores correlate strongly with deep mutagenesis data. When applied to 47 IRD genes with available high-quality crystal structure data, SBNA scores reliably identified disease-causing variants according to phenotype definitions from the ClinVar database. Finally, we applied this approach to 63 patients at Massachusetts Eye and Ear (MEE) with IRD but for whom no genetic cause had been identified. Untrained models built using SBNA scores and BLOSUM62 scores for IRD-associated genes successfully predicted the pathogenicity of novel variants (AUC = 0.851), allowing us to identify likely causative disease variants in 40 IRD patients. Model performance was further augmented by incorporating orthogonal data from EVE scores (AUC = 0.927), which are based on evolutionary multiple sequence alignments. In conclusion, SBNA can used to successfully identify variants as causal of disease in human proteins and may help predict variants causative of IRD in an unbiased fashion.
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Affiliation(s)
| | - Yuyang Luo
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Anusha Nathan
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA, USA
| | - Ahmad Al-Moujahed
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Demetrios G Vavvas
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Jason Comander
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Eric A Pierce
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Emily M Place
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Kinga M Bujakowska
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA
| | - Gaurav D Gaiha
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth J Rossin
- Harvard Medical School, Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA, USA.
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6
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Wilson E, Cava JK, Chowell D, Raja R, Mangalaparthi KK, Pandey A, Curtis M, Anderson KS, Singharoy A. The electrostatic landscape of MHC-peptide binding revealed using inception networks. Cell Syst 2024; 15:362-373.e7. [PMID: 38554709 DOI: 10.1016/j.cels.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 11/24/2023] [Accepted: 03/05/2024] [Indexed: 04/02/2024]
Abstract
Predictive modeling of macromolecular recognition and protein-protein complementarity represents one of the cornerstones of biophysical sciences. However, such models are often hindered by the combinatorial complexity of interactions at the molecular interfaces. Exemplary of this problem is peptide presentation by the highly polymorphic major histocompatibility complex class I (MHC-I) molecule, a principal component of immune recognition. We developed human leukocyte antigen (HLA)-Inception, a deep biophysical convolutional neural network, which integrates molecular electrostatics to capture non-bonded interactions for predicting peptide binding motifs across 5,821 MHC-I alleles. These predictions of generated motifs correlate strongly with experimental peptide binding and presentation data. Beyond molecular interactions, the study demonstrates the application of predicted motifs in analyzing MHC-I allele associations with HIV disease progression and patient response to immune checkpoint inhibitors. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Eric Wilson
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85207, USA; The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - John Kevin Cava
- School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ 85207, USA
| | - Diego Chowell
- The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Remya Raja
- Department of Immunology, Mayo Clinic, Scottsdale, AZ 85259, USA
| | - Kiran K Mangalaparthi
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA
| | - Akhilesh Pandey
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA; Center for Individualized Medicine, Mayo Clinic, 200 First St SW, Rochester, MN 55905, USA; Manipal Academy of Higher Education, Manipal 576104, Karnataka, India
| | - Marion Curtis
- Department of Immunology, Mayo Clinic, Scottsdale, AZ 85259, USA; College of Medicine and Science, Mayo Clinic, Scottsdale, AZ 85259, USA; Department of Cancer Biology, Mayo Clinic, Scottsdale, AZ 85259, USA
| | - Karen S Anderson
- School of Life Sciences, Arizona State University, Tempe, AZ 85207, USA.
| | - Abhishek Singharoy
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85207, USA.
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7
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Harper J, Betts MR, Lichterfeld M, Müller-Trutwin M, Margolis D, Bar KJ, Li JZ, McCune JM, Lewin SR, Kulpa D, Ávila-Ríos S, Diallo DD, Lederman MM, Paiardini M. Erratum to: Progress Note 2024: Curing HIV; Not in My Lifetime or Just Around the Corner? Pathog Immun 2024; 8:179-222. [PMID: 38505662 PMCID: PMC10949969 DOI: 10.20411/pai.v8i2.696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 03/11/2024] [Indexed: 03/21/2024] Open
Abstract
[This corrects the article DOI: 10.20411/pai.v8i2.665.].
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Affiliation(s)
- Justin Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
| | - Michael R. Betts
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts
- Infectious Disease Division, Brigham and Women's Hospital, Boston, Massachusetts
| | - Michaela Müller-Trutwin
- HIV Inflammation and Persistence Unit, Institut Pasteur, Université Paris-Cité, Paris, France
| | - David Margolis
- Division of Infectious Diseases, Center for AIDS Research, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina
| | - Katharine J. Bar
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jonathan Z. Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joseph M. McCune
- HIV Frontiers, Global Health Accelerator, Bill & Melinda Gates Foundation
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Australia
| | - Deanna Kulpa
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Santiago Ávila-Ríos
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | | | - Michael M. Lederman
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
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8
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Harper J, Betts MR, Lichterfeld M, Müller-Trutwin M, Margolis D, Bar KJ, Li JZ, McCune JM, Lewin SR, Kulpa D, Ávila-Ríos S, Diallo DD, Lederman MM, Paiardini M. Progress Note 2024: Curing HIV; Not in My Lifetime or Just Around the Corner? Pathog Immun 2024; 8:115-157. [PMID: 38455668 PMCID: PMC10919397 DOI: 10.20411/pai.v8i2.665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 02/14/2024] [Indexed: 03/09/2024] Open
Abstract
Once a death sentence, HIV is now considered a manageable chronic disease due to the development of antiretroviral therapy (ART) regimens with minimal toxicity and a high barrier for genetic resistance. While highly effective in arresting AIDS progression and rendering the virus untransmissible in people living with HIV (PLWH) with undetectable viremia (U=U) [1, 2]), ART alone is incapable of eradicating the "reservoir" of resting, latently infected CD4+ T cells from which virus recrudesces upon treatment cessation. As of 2022 estimates, there are 39 million PLWH, of whom 86% are aware of their status and 76% are receiving ART [3]. As of 2017, ART-treated PLWH exhibit near normalized life expectancies without adjustment for socioeconomic differences [4]. Furthermore, there is a global deceleration in the rate of new infections [3] driven by expanded access to pre-exposure prophylaxis (PrEP), HIV testing in vulnerable populations, and by ART treatment [5]. Therefore, despite outstanding issues pertaining to cost and access in developing countries, there is strong enthusiasm that aggressive testing, treatment, and effective viral suppression may be able to halt the ongoing HIV epidemic (ie, UNAIDS' 95-95-95 targets) [6-8]; especially as evidenced by recent encouraging observations in Sydney [9]. Despite these promising efforts to limit further viral transmission, for PLWH, a "cure" remains elusive; whether it be to completely eradicate the viral reservoir (ie, cure) or to induce long-term viral remission in the absence of ART (ie, control; Figure 1). In a previous salon hosted by Pathogens and Immunity in 2016 [10], some researchers were optimistic that a cure was a feasible, scalable goal, albeit with no clear consensus on the best route. So, how are these cure strategies panning out? In this commentary, 8 years later, we will provide a brief overview on recent advances and failures towards identifying determinants of viral persistence and developing a scalable cure for HIV. Based on these observations, and as in the earlier salon, we have asked several prominent HIV cure researchers for their perspectives.
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Affiliation(s)
- Justin Harper
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
| | - Michael R. Betts
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts
- Infectious Disease Division, Brigham and Women's Hospital, Boston, Massachusetts
| | - Michaela Müller-Trutwin
- HIV Inflammation and Persistence Unit, Institut Pasteur, Université Paris-Cité, Paris, France
| | - David Margolis
- Division of Infectious Diseases, Center for AIDS Research, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina
| | - Katharine J. Bar
- Center for AIDS Research, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jonathan Z. Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joseph M. McCune
- HIV Frontiers, Global Health Accelerator, Bill & Melinda Gates Foundation
| | - Sharon R. Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Victorian Infectious Diseases Service, Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Australia
- Department of Infectious Diseases, Alfred Hospital and Monash University, Melbourne, Australia
| | - Deanna Kulpa
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Santiago Ávila-Ríos
- Centro de Investigación en Enfermedades Infecciosas, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | | | - Michael M. Lederman
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Mirko Paiardini
- Division of Microbiology and Immunology, Emory National Primate Research Center, Emory University, Atlanta, Georgia
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
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9
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Grasberger P, Sondrini AR, Clayton KL. Harnessing immune cells to eliminate HIV reservoirs. Curr Opin HIV AIDS 2024; 19:62-68. [PMID: 38167784 PMCID: PMC10908255 DOI: 10.1097/coh.0000000000000840] [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: 01/05/2024]
Abstract
PURPOSE OF REVIEW Despite decades of insights about how CD8 + T cells and natural killer (NK) cells contribute to natural control of infection, additional hurdles (mutational escape from cellular immunity, sequence diversity, and hard-to-access tissue reservoirs) will need to be overcome to develop a cure. In this review, we highlight recent findings of novel mechanisms of antiviral cellular immunity and discuss current strategies for therapeutic deisgn. RECENT FINDINGS Of note are the apparent converging roles of viral antigen-specific MHC-E-restricted CD8 + T cells and NK cells, interleukin (IL)-15 biologics to boost cytotoxicity, and broadly neutralizing antibodies in their native form or as anitbody fragments to neutralize virus and engage cellular immunity, respectively. Finally, renewed interest in myeloid cells as relevant viral reservoirs is an encouraging sign for designing inclusive therapeutic strategies. SUMMARY Several studies have shown promise in many preclinical models of disease, including simian immunodeficiency virus (SIV)/SHIV infection in nonhuman primates and HIV infection in humanized mice. However, each model comes with its own limitations and may not fully predict human responses. We eagerly await the results of clinical trails assessing the efficacy of these strategies to achieve reductions in viral reservoirs, delay viral rebound, or ultimately elicit immune based control of infection without combination antiretroviral therapy (cART).
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Affiliation(s)
- Paula Grasberger
- Department of Pathology, University of Massachusetts Chan Medical School
| | | | - Kiera L. Clayton
- Department of Pathology, University of Massachusetts Chan Medical School
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10
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Hartana CA, Lancien M, Gao C, Rassadkina Y, Lichterfeld M, Yu XG. IL-15-dependent immune crosstalk between natural killer cells and dendritic cells in HIV-1 elite controllers. Cell Rep 2023; 42:113530. [PMID: 38048223 PMCID: PMC10765318 DOI: 10.1016/j.celrep.2023.113530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 10/04/2023] [Accepted: 11/17/2023] [Indexed: 12/06/2023] Open
Abstract
As the principal effector cell population of the innate immune system, natural killer (NK) cells may make critical contributions to natural, immune-mediated control of HIV-1 replication. Using genome-wide assessments of activating and inhibitory chromatin features, we demonstrate here that cytotoxic NK (cNK) cells from elite controllers (ECs) display elevated activating histone modifications at the interleukin 2 (IL-2)/IL-15 receptor β chain and the BCL2 gene loci. These histone changes translate into increased responsiveness of cNK cells to paracrine IL-15 secretion, which coincides with higher levels of IL-15 transcription by myeloid dendritic cells in ECs. The distinct immune crosstalk between these innate immune cell populations results in improved IL-15-dependent cNK cell survival and cytotoxicity, paired with a metabolic profile biased toward IL-15-mediated glycolytic activities. Together, these results suggest that cNK cells from ECs display a programmed IL-15 response signature and support the emerging role of innate immune pathways in natural, drug-free control of HIV-1.
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Affiliation(s)
| | - Melanie Lancien
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Ce Gao
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | | | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Infectious Disease Division, Brigham and Women's Hospital, Boston, MA 02115, USA.
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11
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Xiao X, Wen Z, Chen Q, Shipman JM, Kostas J, Reid JC, Warren C, Tang A, Luo B, O’Donnell G, Fridman A, Chen Z, Vora KA, Zhang L, Su HP, Eddins MJ. Structural characterization of M8C10, a neutralizing antibody targeting a highly conserved prefusion-specific epitope on the metapneumovirus fusion trimerization interface. J Virol 2023; 97:e0105223. [PMID: 38032197 PMCID: PMC10734504 DOI: 10.1128/jvi.01052-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
IMPORTANCE Human metapneumovirus (hMPV) is a common pathogen causing lower respiratory tract infections worldwide and can develop severe symptoms in high-risk populations such as infants, the elderly, and immunocompromised patients. There are no approved hMPV vaccines or neutralizing antibodies available for therapeutic or prophylactic use. The trimeric hMPV fusion F protein is the major target of neutralizing antibodies in human sera. Understanding the immune recognition of antibodies to hMPV-F antigen will provide critical insights into developing efficacious hMPV monoclonal antibodies and vaccines.
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Affiliation(s)
- Xiao Xiao
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
- Discovery Biologics, Merck & Co., Inc., Boston, Massachusetts, USA
- MRL Postdoctoral Research Program, Merck & Co., Inc., Kenilworth, New Jersey, USA
| | - Zhiyun Wen
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Qing Chen
- Protein and Structural Chemistry, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Jennifer M. Shipman
- Protein and Structural Chemistry, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - James Kostas
- Protein and Structural Chemistry, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - John C. Reid
- Protein and Structural Chemistry, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Christopher Warren
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Aimin Tang
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Bin Luo
- Quantitative Biosciences, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Gregory O’Donnell
- Quantitative Biosciences, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Arthur Fridman
- Data Science and Scientific Informatics, Merck & Co., Inc., Rahway, New Jersey, USA
| | - Zhifeng Chen
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Kalpit A. Vora
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Lan Zhang
- Infectious Diseases and Vaccines Discovery, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Hua-Poo Su
- Protein and Structural Chemistry, Merck & Co., Inc., West Point, Pennsylvania, USA
| | - Michael J. Eddins
- Protein and Structural Chemistry, Merck & Co., Inc., West Point, Pennsylvania, USA
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12
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Singh M, Leddy SM, Iñiguez LP, Bendall ML, Nixon DF, Feschotte C. Transposable elements may enhance antiviral resistance in HIV-1 elite controllers. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.11.571123. [PMID: 38168352 PMCID: PMC10760019 DOI: 10.1101/2023.12.11.571123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Less than 0.5% of people living with HIV-1 are elite controllers (ECs) - individuals who have a replication-competent viral reservoir in their CD4+ T cells but maintain undetectable plasma viremia without the help of antiretroviral therapy. While the EC CD4+ T cell transcriptome has been investigated for gene expression signatures associated with disease progression (or, in this case, a lack thereof), the expression and regulatory activity of transposable elements (TEs) in ECs has not been explored. Yet previous studies have established that TEs can directly impact the immune response to pathogens, including HIV-1. Thus, we hypothesize that the regulatory activities of TEs could contribute to the natural resistance of ECs against HIV-1. We perform a TE-centric analysis of previously published multi-omics data derived from EC individuals and other populations. We find that the CD4+ T cell transcriptome and retrotranscriptome of ECs are distinct from healthy controls, treated patients, and viremic progressors. However, there is a substantial level of transcriptomic heterogeneity among ECs. We categorize individuals with distinct chromatin accessibility and expression profiles into four clusters within the EC group, each possessing unique repertoires of TEs and antiviral factors. Notably, several TE families with known immuno-regulatory activity are differentially expressed among ECs. Their transcript levels in ECs positively correlate with their chromatin accessibility and negatively correlate with the expression of their KRAB zinc-finger (KZNF) repressors. This coordinated variation is seen at the level of individual TE loci likely acting or, in some cases, known to act as cis-regulatory elements for nearby genes involved in the immune response and HIV-1 restriction. Based on these results, we propose that the EC phenotype is driven in part by the reduced availability of specific KZNF proteins to repress TE-derived cis-regulatory elements for antiviral genes, thereby heightening their basal level of resistance to HIV-1 infection. Our study reveals considerable heterogeneity in the CD4+ T cell transcriptome of ECs, including variable expression of TEs and their KZNF controllers, that must be taken into consideration to decipher the mechanisms enabling HIV-1 control.
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Affiliation(s)
- Manvendra Singh
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
- Clinical Neuroscience, Max Planck Institute for Multidisciplinary Sciences, City Campus, Göttingen, Germany
| | - Sabrina M Leddy
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
| | - Luis Pedro Iñiguez
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Matthew L Bendall
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Douglas F Nixon
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Cédric Feschotte
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
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13
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Mohammadi A, Etemad B, Zhang X, Li Y, Bedwell GJ, Sharaf R, Kittilson A, Melberg M, Crain CR, Traunbauer AK, Wong C, Fajnzylber J, Worrall DP, Rosenthal A, Jordan H, Jilg N, Kaseke C, Giguel F, Lian X, Deo R, Gillespie E, Chishti R, Abrha S, Adams T, Siagian A, Dorazio D, Anderson PL, Deeks SG, Lederman MM, Yawetz S, Kuritzkes DR, Lichterfeld MD, Sieg S, Tsibris A, Carrington M, Brumme ZL, Castillo-Mancilla JR, Engelman AN, Gaiha GD, Li JZ. Viral and host mediators of non-suppressible HIV-1 viremia. Nat Med 2023; 29:3212-3223. [PMID: 37957382 PMCID: PMC10719098 DOI: 10.1038/s41591-023-02611-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 09/25/2023] [Indexed: 11/15/2023]
Abstract
Non-suppressible HIV-1 viremia (NSV) is defined as persistent low-level viremia on antiretroviral therapy (ART) without evidence of ART non-adherence or significant drug resistance. Unraveling the mechanisms behind NSV would broaden our understanding of HIV-1 persistence. Here we analyzed plasma virus sequences in eight ART-treated individuals with NSV (88% male) and show that they are composed of large clones without evidence of viral evolution over time in those with longitudinal samples. We defined proviruses that match plasma HIV-1 RNA sequences as 'producer proviruses', and those that did not as 'non-producer proviruses'. Non-suppressible viremia arose from expanded clones of producer proviruses that were significantly larger than the genome-intact proviral reservoir of ART-suppressed individuals. Integration sites of producer proviruses were enriched in proximity to the activating H3K36me3 epigenetic mark. CD4+ T cells from participants with NSV demonstrated upregulation of anti-apoptotic genes and downregulation of pro-apoptotic and type I/II interferon-related pathways. Furthermore, participants with NSV showed significantly lower HIV-specific CD8+ T cell responses compared with untreated viremic controllers with similar viral loads. We identified potential critical host and viral mediators of NSV that may represent targets to disrupt HIV-1 persistence.
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Affiliation(s)
- Abbas Mohammadi
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Valley Health System, Las Vegas, NV, USA
| | - Behzad Etemad
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Xin Zhang
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Beijing Friendship Hospital Pinggu Campus, Capital Medical University, Beijing, China
| | - Yijia Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- University of Pittsburgh, Pittsburgh, PA, USA
| | - Gregory J Bedwell
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Radwa Sharaf
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Autumn Kittilson
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Meghan Melberg
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Charles R Crain
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Anna K Traunbauer
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Colline Wong
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jesse Fajnzylber
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Alex Rosenthal
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Hannah Jordan
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Nikolaus Jilg
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Francoise Giguel
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Xiaodong Lian
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Rinki Deo
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Rida Chishti
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sara Abrha
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Taylor Adams
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Abigail Siagian
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Dominic Dorazio
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Peter L Anderson
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, CA, USA
| | - Michael M Lederman
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Sigal Yawetz
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Mathias D Lichterfeld
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Scott Sieg
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Athe Tsibris
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, USA
- Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Jose R Castillo-Mancilla
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Alan N Engelman
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Gaurav D Gaiha
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
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14
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Kuse N, Gatanaga H, Zhang Y, Chikata T, Oka S, Takiguchi M. Epitope-dependent effect of long-term cART on maintenance and recovery of HIV-1-specific CD8 + T cells. J Virol 2023; 97:e0102423. [PMID: 37877716 PMCID: PMC10688310 DOI: 10.1128/jvi.01024-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Accepted: 09/26/2023] [Indexed: 10/26/2023] Open
Abstract
IMPORTANCE HIV-1-specific CD8+ T cells are anticipated to become effector cells for curative treatment using the "shock and kill" approach in people living with HIV-1 (PLWH) under combined antiretroviral therapy (cART). Previous studies demonstrated that the frequency of HIV-1-specific CD8+ T cells is reduced under cART and their functional ability remains impaired. These studies analyzed T-cell responses to a small number of HIV-1 epitopes or overlapping HIV-1 peptides. Therefore, the features of CD8+ T cells specific for HIV-1 epitopes under cART remain only partially clarified. Here, we analyzed CD8+ T cells specific for 63 well-characterized epitopes in 90 PLWH. We demonstrated that CD8+ T cells specific for large numbers of HIV-1 epitopes were maintained in an epitope-dependent fashion under long-term cART and that long-term cART enhanced or restored the ability of HIV-1-specific T cells to proliferate in vitro. This study implies that some HIV-1-specific T cells would be useful as effector cells for curative treatment.
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Affiliation(s)
- Nozomi Kuse
- Division of International Collaboration Research and Tokyo Joint Laboratory, Department of Frontier Research, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
- AIDS Research Center, National Institute of Infectious Diseases, Shinjuku-ku, Tokyo, Japan
| | - Hiroyuki Gatanaga
- AIDS Clinical Center, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
| | - Yu Zhang
- Division of International Collaboration Research and Tokyo Joint Laboratory, Department of Frontier Research, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Takayuki Chikata
- Division of International Collaboration Research and Tokyo Joint Laboratory, Department of Frontier Research, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
| | - Shinichi Oka
- AIDS Clinical Center, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan
| | - Masafumi Takiguchi
- Division of International Collaboration Research and Tokyo Joint Laboratory, Department of Frontier Research, Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
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15
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Popov P, Kalinin R, Buslaev P, Kozlovskii I, Zaretckii M, Karlov D, Gabibov A, Stepanov A. Unraveling viral drug targets: a deep learning-based approach for the identification of potential binding sites. Brief Bioinform 2023; 25:bbad459. [PMID: 38113077 PMCID: PMC10783863 DOI: 10.1093/bib/bbad459] [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: 08/07/2023] [Revised: 11/10/2023] [Accepted: 11/22/2023] [Indexed: 12/21/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has spurred a wide range of approaches to control and combat the disease. However, selecting an effective antiviral drug target remains a time-consuming challenge. Computational methods offer a promising solution by efficiently reducing the number of candidates. In this study, we propose a structure- and deep learning-based approach that identifies vulnerable regions in viral proteins corresponding to drug binding sites. Our approach takes into account the protein dynamics, accessibility and mutability of the binding site and the putative mechanism of action of the drug. We applied this technique to validate drug targeting toward severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike glycoprotein S. Our findings reveal a conformation- and oligomer-specific glycan-free binding site proximal to the receptor binding domain. This site comprises topologically important amino acid residues. Molecular dynamics simulations of Spike in complex with candidate drug molecules bound to the potential binding sites indicate an equilibrium shifted toward the inactive conformation compared with drug-free simulations. Small molecules targeting this binding site have the potential to prevent the closed-to-open conformational transition of Spike, thereby allosterically inhibiting its interaction with human angiotensin-converting enzyme 2 receptor. Using a pseudotyped virus-based assay with a SARS-CoV-2 neutralizing antibody, we identified a set of hit compounds that exhibited inhibition at micromolar concentrations.
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Affiliation(s)
- Petr Popov
- Tetra-d, Rheinweg 9, Schaffhausen, 8200, Switzerland
- School of Science, Constructor University Bremen gGmbH, 28759, Bremen, Germany
| | - Roman Kalinin
- M.M. Shemyakin and Yu.A. Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997, Russia
| | - Pavel Buslaev
- Nanoscience Center and Department of Chemistry, University of Jyväskylä, 40014, Jyväskylä, Finland
| | - Igor Kozlovskii
- Tetra-d, Rheinweg 9, Schaffhausen, 8200, Switzerland
- School of Science, Constructor University Bremen gGmbH, 28759, Bremen, Germany
| | - Mark Zaretckii
- Tetra-d, Rheinweg 9, Schaffhausen, 8200, Switzerland
- School of Science, Constructor University Bremen gGmbH, 28759, Bremen, Germany
| | - Dmitry Karlov
- School of Pharmacy, Medical Biology Centre, Queen’s University Belfast, Street, Belfast, BT9 7BL Northern Ireland, U.K
| | - Alexander Gabibov
- M.M. Shemyakin and Yu.A. Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997, Russia
| | - Alexey Stepanov
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road MB-10, La Jolla, 92037, CA, USA
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16
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Zhang H, Bull RA, Quadeer AA, McKay MR. HCV E1 influences the fitness landscape of E2 and may enhance escape from E2-specific antibodies. Virus Evol 2023; 9:vead068. [PMID: 38107333 PMCID: PMC10722114 DOI: 10.1093/ve/vead068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 09/27/2023] [Accepted: 11/16/2023] [Indexed: 12/19/2023] Open
Abstract
The Hepatitis C virus (HCV) envelope glycoprotein E1 forms a non-covalent heterodimer with E2, the main target of neutralizing antibodies. How E1-E2 interactions influence viral fitness and contribute to resistance to E2-specific antibodies remain largely unknown. We investigate this problem using a combination of fitness landscape and evolutionary modeling. Our analysis indicates that E1 and E2 proteins collectively mediate viral fitness and suggests that fitness-compensating E1 mutations may accelerate escape from E2-targeting antibodies. Our analysis also identifies a set of E2-specific human monoclonal antibodies that are predicted to be especially resilient to escape via genetic variation in both E1 and E2, providing directions for robust HCV vaccine development.
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Affiliation(s)
- Hang Zhang
- Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, SAR, China
| | - Rowena A Bull
- School of Biomedical Sciences, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW 2052, Australia
- The Kirby Institute for Infection and Immunity, Sydney, NSW 2052, Australia
| | - Ahmed Abdul Quadeer
- Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, SAR, China
- Department of Electrical and Electronic Engineering, University of Melbourne, Parkville, VIC 3010, Australia
| | - Matthew R McKay
- Department of Electrical and Electronic Engineering, University of Melbourne, Parkville, VIC 3010, Australia
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, VIC 3000, Australia
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17
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Borgo GM, Rutishauser RL. Generating and measuring effective vaccine-elicited HIV-specific CD8 + T cell responses. Curr Opin HIV AIDS 2023; 18:331-341. [PMID: 37751362 PMCID: PMC10552829 DOI: 10.1097/coh.0000000000000824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2023]
Abstract
PURPOSE OF REVIEW There is growing consensus that eliciting CD8 + T cells in addition to antibodies may be required for an effective HIV vaccine for both prevention and cure. Here, we review key qualities of vaccine-elicited CD8 + T cells as well as major CD8 + T cell-based delivery platforms used in recent HIV vaccine clinical trials. RECENT FINDINGS Much progress has been made in improving HIV immunogen design and delivery platforms to optimize CD8 + T cell responses. With regards to viral vectors, recent trials have tested newer chimp and human adenovirus vectors as well as a CMV vector. DNA vaccine immunogenicity has been increased by delivering the vaccines by electroporation and together with adjuvants as well as administering them as part of a heterologous regimen. In preclinical models, self-amplifying RNA vaccines can generate durable tissue-based CD8 + T cells. While it may be beneficial for HIV vaccines to recapitulate the functional and phenotypic features of HIV-specific CD8 + T cells isolated from elite controllers, most of these features are not routinely measured in HIV vaccine clinical trials. SUMMARY Identifying a vaccine capable of generating durable T cell responses that target mutationally vulnerable epitopes and that can rapidly intercept infecting or rebounding virus remains a challenge for HIV. Comprehensive assessment of HIV vaccine-elicited CD8 + T cells, as well as comparisons between different vaccine platforms, will be critical to advance our understanding of how to design better CD8 + T cell-based vaccines for HIV.
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Affiliation(s)
- Gina M Borgo
- Department of Medicine, University of California, San Francisco, California, USA
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18
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Landovitz RJ, Scott H, Deeks SG. Prevention, treatment and cure of HIV infection. Nat Rev Microbiol 2023; 21:657-670. [PMID: 37344551 DOI: 10.1038/s41579-023-00914-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/12/2023] [Indexed: 06/23/2023]
Abstract
The development of antiretroviral therapy for the prevention and treatment of HIV infection has been marked by a series of remarkable successes. However, the efforts to develop a vaccine have largely failed, and efforts to discover a cure are only now beginning to gain traction. In this Review, we describe recent progress on all fronts - pre-exposure prophylaxis, vaccines, treatment and cure - and we discuss the unmet needs, both current and in the coming years. We describe the emerging arsenal of drugs, biologics and strategies that will hopefully address these needs. Although HIV research has largely been siloed in the past, this is changing, as the emerging research agenda is marked by multiple cross-discipline synergies and collaborations. As the limitations of antiretroviral drugs as a means to truly end the epidemic are becoming more apparent, there is a great need for continued efforts to develop an effective preventative vaccine and a scalable cure, both of which remain formidable challenges.
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Affiliation(s)
- Raphael J Landovitz
- Center for Clinical AIDS Research and Education, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Hyman Scott
- Bridge HIV, San Francisco Department of Public Health, San Francisco, CA, USA
- Division of HIV, Infectious Diseases & Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases & Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA.
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19
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Bhattacharyya S, Crain CR, Goldberg B, Gaiha GD. Features of functional and dysfunctional CD8+ T cells to guide HIV vaccine development. Curr Opin HIV AIDS 2023; 18:257-263. [PMID: 37535040 PMCID: PMC10503300 DOI: 10.1097/coh.0000000000000812] [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] [Indexed: 08/04/2023]
Abstract
PURPOSE OF REVIEW CD8+ T cell responses are a key component of the host immune response to human immunodeficiency virus (HIV) but vary significantly across individuals with distinct clinical outcomes. These differences help inform the qualitative features of HIV-specific CD8+ T cells that we should aim to induce by vaccination. RECENT FINDINGS We review previous and more recent findings on the features of dysfunctional and functional CD8+ T cell responses that develop in individuals with uncontrolled and controlled HIV infection, with particular emphasis on proliferation, cytotoxic effector function, epitope specificity, and responses in lymph nodes. We also discuss the implications of these findings for both prophylactic and therapeutic T cell vaccine development within the context of T cell vaccine trials. SUMMARY The induction of HIV specific CD8+ T cell responses is an important goal of ongoing vaccine efforts. Emerging data on the key features of CD8+ T cell responses that distinguish individuals who spontaneously control from those with progressive disease continues to provide key guidance.
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Affiliation(s)
- Shaown Bhattacharyya
- Ragon Institute of Mass General, MIT and Harvard, Cambridge, Massachusetts 02139
| | - Charles R Crain
- Ragon Institute of Mass General, MIT and Harvard, Cambridge, Massachusetts 02139
| | - Benjamin Goldberg
- Ragon Institute of Mass General, MIT and Harvard, Cambridge, Massachusetts 02139
| | - Gaurav D Gaiha
- Ragon Institute of Mass General, MIT and Harvard, Cambridge, Massachusetts 02139
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts 02115
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20
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Bekker LG, Beyrer C, Mgodi N, Lewin SR, Delany-Moretlwe S, Taiwo B, Masters MC, Lazarus JV. HIV infection. Nat Rev Dis Primers 2023; 9:42. [PMID: 37591865 DOI: 10.1038/s41572-023-00452-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/04/2023] [Indexed: 08/19/2023]
Abstract
The AIDS epidemic has been a global public health issue for more than 40 years and has resulted in ~40 million deaths. AIDS is caused by the retrovirus, HIV-1, which is transmitted via body fluids and secretions. After infection, the virus invades host cells by attaching to CD4 receptors and thereafter one of two major chemokine coreceptors, CCR5 or CXCR4, destroying the host cell, most often a T lymphocyte, as it replicates. If unchecked this can lead to an immune-deficient state and demise over a period of ~2-10 years. The discovery and global roll-out of rapid diagnostics and effective antiretroviral therapy led to a large reduction in mortality and morbidity and to an expanding group of individuals requiring lifelong viral suppressive therapy. Viral suppression eliminates sexual transmission of the virus and greatly improves health outcomes. HIV infection, although still stigmatized, is now a chronic and manageable condition. Ultimate epidemic control will require prevention and treatment to be made available, affordable and accessible for all. Furthermore, the focus should be heavily oriented towards long-term well-being, care for multimorbidity and good quality of life. Intense research efforts continue for therapeutic and/or preventive vaccines, novel immunotherapies and a cure.
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Affiliation(s)
- Linda-Gail Bekker
- The Desmond Tutu HIV Centre, University of Cape Town, RSA, Cape Town, South Africa.
| | - Chris Beyrer
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Nyaradzo Mgodi
- University of Zimbabwe Clinical Trials Research Centre, Harare, Zimbabwe
| | - Sharon R Lewin
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Victorian Infectious Diseases Service, The Royal Melbourne Hospital at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Department of Infectious Diseases, The Alfred Hospital and Monash University, Melbourne, Victoria, Australia
| | | | - Babafemi Taiwo
- Division of Infectious Diseases, Northwestern University, Chicago, IL, USA
| | - Mary Clare Masters
- Division of Infectious Diseases, Northwestern University, Chicago, IL, USA
| | - Jeffrey V Lazarus
- CUNY Graduate School of Public Health and Health Policy, New York, NY, USA
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
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21
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Beavis AC, Wee EGT, Akis Yildirim BM, Borthwick N, He B, Hanke T. Combined intranasal and intramuscular parainfluenza 5-, simian adenovirus ChAdOx1- and poxvirus MVA-vectored vaccines induce synergistically HIV-1-specific T cells in the mucosa. Front Immunol 2023; 14:1186478. [PMID: 37529048 PMCID: PMC10390215 DOI: 10.3389/fimmu.2023.1186478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/15/2023] [Indexed: 08/03/2023] Open
Abstract
Introduction The primary goal of this work is to broaden and enhance the options for induction of protective CD8+ T cells against HIV-1 and respiratory pathogens. Methods We explored the advantages of the parainfluenza virus 5 (PIV5) vector for delivery of pathogen-derived transgenes alone and in combination with the in-human potent regimen of simian adenovirus ChAdOx1 prime-poxvirus MVA boost delivering bi-valent mosaic of HIV-1 conserved regions designated HIVconsvX. Results We showed in BALB/c mice that the PIV5 vector expressing the HIVconsvX immunogens could be readily incorporated with the other two vaccine modalities into a single regimen and that for specific vector combinations, mucosal CD8+ T-cell induction was enhanced synergistically by a combination of the intranasal and intramuscular routes of administration. Discussion Encouraging safety and immunogenicity data from phase 1 human trials of ChAdOx1- and MVA-vectored vaccines for HIV-1, and PIV5-vectored vaccines for SARS-CoV-2 and respiratory syncytial virus pave the way for combining these vectors for HIV-1 and other indications in humans.
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Affiliation(s)
- Ashley C. Beavis
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Edmund G. -T. Wee
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Belkis M. Akis Yildirim
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Nicola Borthwick
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Biao He
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Tomáš Hanke
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto, Japan
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22
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Hauser BM, Luo Y, Nathan A, Gaiha GD, Vavvas D, Comander J, Pierce EA, Place EM, Bujakowska KM, Rossin EJ. Structure-based network analysis predicts mutations associated with inherited retinal disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.07.05.23292247. [PMID: 37461650 PMCID: PMC10350150 DOI: 10.1101/2023.07.05.23292247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/27/2023]
Abstract
With continued advances in gene sequencing technologies comes the need to develop better tools to understand which mutations cause disease. Here we validate structure-based network analysis (SBNA)1,2 in well-studied human proteins and report results of using SBNA to identify critical amino acids that may cause retinal disease if subject to missense mutation. We computed SBNA scores for genes with high-quality structural data, starting with validating the method using 4 well-studied human disease-associated proteins. We then analyzed 47 inherited retinal disease (IRD) genes. We compared SBNA scores to phenotype data from the ClinVar database and found a significant difference between benign and pathogenic mutations with respect to network score. Finally, we applied this approach to 65 patients at Massachusetts Eye and Ear (MEE) who were diagnosed with IRD but for whom no genetic cause was found. Multivariable logistic regression models built using SBNA scores for IRD-associated genes successfully predicted pathogenicity of novel mutations, allowing us to identify likely causative disease variants in 37 patients with IRD from our clinic. In conclusion, SBNA can be meaningfully applied to human proteins and may help predict mutations causative of IRD.
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Affiliation(s)
| | - Yuyang Luo
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - Anusha Nathan
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA
| | - Gaurav D. Gaiha
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA
| | - Demetrios Vavvas
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - Jason Comander
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - Eric A. Pierce
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - Emily M. Place
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - Kinga M. Bujakowska
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
| | - Elizabeth J. Rossin
- Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, MA
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23
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Jiang N, Malone M, Chizari S. Antigen-specific and cross-reactive T cells in protection and disease. Immunol Rev 2023; 316:120-135. [PMID: 37209375 PMCID: PMC10524458 DOI: 10.1111/imr.13217] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 04/25/2023] [Accepted: 04/27/2023] [Indexed: 05/22/2023]
Abstract
Human T cells have a diverse T-cell receptor (TCR) repertoire that endows them with the ability to identify and defend against a broad spectrum of antigens. The universe of possible antigens that T cells may encounter, however, is even larger. To effectively surveil such a vast universe, the T-cell repertoire must adopt a high degree of cross-reactivity. Likewise, antigen-specific and cross-reactive T-cell responses play pivotal roles in both protective and pathological immune responses in numerous diseases. In this review, we explore the implications of these antigen-driven T-cell responses, with a particular focus on CD8+ T cells, using infection, neurodegeneration, and cancer as examples. We also summarize recent technological advances that facilitate high-throughput profiling of antigen-specific and cross-reactive T-cell responses experimentally, as well as computational biology approaches that predict these interactions.
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Affiliation(s)
- Ning Jiang
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104
- Institute for Immunology, University of Pennsylvania, Philadelphia, PA, 19104
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, 19104
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, 19104
- Institute for RNA Innovation, University of Pennsylvania, Philadelphia, PA, 19104
| | - Michael Malone
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104
| | - Shahab Chizari
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104
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24
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Duette G, Lee E, Martins Costa Gomes G, Tungatt K, Doyle C, Stylianou VV, Lee A, Maddocks S, Taylor J, Khanna R, Bull RA, Martinello M, Sandgren KJ, Cunningham AL, Palmer S. Highly Networked SARS-CoV-2 Peptides Elicit T Cell Responses with Enhanced Specificity. Immunohorizons 2023; 7:508-527. [PMID: 37358499 PMCID: PMC10580120 DOI: 10.4049/immunohorizons.2300034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 06/05/2023] [Indexed: 06/27/2023] Open
Abstract
Identifying SARS-CoV-2-specific T cell epitope-derived peptides is critical for the development of effective vaccines and measuring the duration of specific SARS-CoV-2 cellular immunity. In this regard, we previously identified T cell epitope-derived peptides within topologically and structurally essential regions of SARS-CoV-2 spike and nucleocapsid proteins by applying an immunoinformatics pipeline. In this study, we selected 30 spike- and nucleocapsid-derived peptides and assessed whether these peptides induce T cell responses and avoid major mutations found in SARS-CoV-2 variants of concern. Our peptide pool was highly specific, with only a single peptide driving cross-reactivity in people unexposed to SARS-COV-2, and immunogenic, inducing a polyfunctional response in CD4+ and CD8+ T cells from COVID-19 recovered individuals. All peptides were immunogenic and individuals recognized broad and diverse peptide repertoires. Moreover, our peptides avoided most mutations/deletions associated with all four SARS-CoV-2 variants of concern while retaining their physicochemical properties even when genetic changes are introduced. This study contributes to an evolving definition of individual CD4+ and CD8+ T cell epitopes that can be used for specific diagnostic tools for SARS-CoV-2 T cell responses and is relevant to the development of variant-resistant and durable T cell-stimulating vaccines.
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Affiliation(s)
- Gabriel Duette
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Eunok Lee
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | | | - Katie Tungatt
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
| | - Chloe Doyle
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Vicki V. Stylianou
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Ashley Lee
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
| | - Susan Maddocks
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, Westmead Hospital, Westmead, New South Wales, Australia
| | - Janette Taylor
- Centre for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research, Westmead Hospital, Westmead, New South Wales, Australia
| | - Rajiv Khanna
- QIMR Berghofer Centre for Immunotherapy and Vaccine Development, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Rowena A. Bull
- School of Medical Sciences, Faculty of Medicine, UNSW Australia, Sydney, New South Wales, Australia
- The Kirby Institute, UNSW Australia, Sydney, New South Wales, Australia
| | - Marianne Martinello
- The Kirby Institute, UNSW Australia, Sydney, New South Wales, Australia
- Westmead Hospital, Sydney, New South Wales, Australia
- Blacktown & Mount Druitt Hospital, Blacktown, New South Wales, Australia
| | - Kerrie J. Sandgren
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Anthony L. Cunningham
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Sarah Palmer
- Centre for Virus Research, The Westmead Institute for Medical Research, Westmead, New South Wales, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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25
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Arenas VR, Rugeles MT, Perdomo-Celis F, Taborda N. Recent advances in CD8 + T cell-based immune therapies for HIV cure. Heliyon 2023; 9:e17481. [PMID: 37441388 PMCID: PMC10333625 DOI: 10.1016/j.heliyon.2023.e17481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 06/13/2023] [Accepted: 06/19/2023] [Indexed: 07/15/2023] Open
Abstract
Achieving a cure for HIV infection is a global priority. There is substantial evidence supporting a central role for CD8+ T cells in the natural control of HIV, suggesting the rationale that these cells may be exploited to achieve remission or cure of this infection. In this work, we review the major challenges for achieving an HIV cure, the models of HIV remission, and the mechanisms of HIV control mediated by CD8+ T cells. In addition, we discuss strategies based on this cell population that could be used in the search for an HIV cure. Finally, we analyze the current challenges and perspectives to translate this basic knowledge toward scalable HIV cure strategies.
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Affiliation(s)
| | - María T. Rugeles
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia, Medellin, Colombia
| | | | - Natalia Taborda
- Grupo Inmunovirología, Facultad de Medicina, Universidad de Antioquia, Medellin, Colombia
- Grupo de Investigaciones Biomédicas Uniremington, Programa de Medicina, Facultad de Ciencias de la Salud, Corporación Universitaria Remington, Medellin, Colombia
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26
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Li X, Singh NK, Collins DR, Ng R, Zhang A, Lamothe-Molina PA, Shahinian P, Xu S, Tan K, Piechocka-Trocha A, Urbach JM, Weber JK, Gaiha GD, Takou Mbah OC, Huynh T, Cheever S, Chen J, Birnbaum M, Zhou R, Walker BD, Wang JH. Molecular basis of differential HLA class I-restricted T cell recognition of a highly networked HIV peptide. Nat Commun 2023; 14:2929. [PMID: 37217466 DOI: 10.1038/s41467-023-38573-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 05/09/2023] [Indexed: 05/24/2023] Open
Abstract
Cytotoxic-T-lymphocyte (CTL) mediated control of HIV-1 is enhanced by targeting highly networked epitopes in complex with human-leukocyte-antigen-class-I (HLA-I). However, the extent to which the presenting HLA allele contributes to this process is unknown. Here we examine the CTL response to QW9, a highly networked epitope presented by the disease-protective HLA-B57 and disease-neutral HLA-B53. Despite robust targeting of QW9 in persons expressing either allele, T cell receptor (TCR) cross-recognition of the naturally occurring variant QW9_S3T is consistently reduced when presented by HLA-B53 but not by HLA-B57. Crystal structures show substantial conformational changes from QW9-HLA to QW9_S3T-HLA by both alleles. The TCR-QW9-B53 ternary complex structure manifests how the QW9-B53 can elicit effective CTLs and suggests sterically hindered cross-recognition by QW9_S3T-B53. We observe populations of cross-reactive TCRs for B57, but not B53 and also find greater peptide-HLA stability for B57 in comparison to B53. These data demonstrate differential impacts of HLAs on TCR cross-recognition and antigen presentation of a naturally arising variant, with important implications for vaccine design.
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Affiliation(s)
- Xiaolong Li
- School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, 230027, China.
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA.
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02215, USA.
| | - Nishant Kumar Singh
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
- Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, 02142, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - David R Collins
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - Robert Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02215, USA
| | - Angela Zhang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02215, USA
| | | | - Peter Shahinian
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
| | - Shutong Xu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02215, USA
| | - Kemin Tan
- Structural Biology Center, X-ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, 60439, USA
| | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | | | - Jeffrey K Weber
- IBM Thomas J. Watson Research Center, Computational Biology Center, Yorktown Heights, NY, 10598, USA
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | | | - Tien Huynh
- IBM Thomas J. Watson Research Center, Computational Biology Center, Yorktown Heights, NY, 10598, USA
| | - Sophia Cheever
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
| | - James Chen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
| | - Michael Birnbaum
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA
- Koch Institute for Integrative Cancer Research at MIT, Cambridge, MA, 02142, USA
| | - Ruhong Zhou
- IBM Thomas J. Watson Research Center, Computational Biology Center, Yorktown Heights, NY, 10598, USA
- Department of Chemistry, Columbia University, New York, NY, 10025, USA
- Institute of Quantitative Biology, College of Life Sciences, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, 02139, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA.
- Institute for Medical Engineering and Science and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | - Jia-Huai Wang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, 02215, USA.
- Department of Pediatrics, Harvard Medical School, Boston, MA, 02215, USA.
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, 02215, USA.
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27
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Collins DR, Hitschfel J, Urbach JM, Mylvaganam GH, Ly NL, Arshad U, Racenet ZJ, Yanez AG, Diefenbach TJ, Walker BD. Cytolytic CD8 + T cells infiltrate germinal centers to limit ongoing HIV replication in spontaneous controller lymph nodes. Sci Immunol 2023; 8:eade5872. [PMID: 37205767 DOI: 10.1126/sciimmunol.ade5872] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 04/26/2023] [Indexed: 05/21/2023]
Abstract
Follicular CD8+ T cells (fCD8) mediate surveillance in lymph node (LN) germinal centers against lymphotropic infections and cancers, but the precise mechanisms by which these cells mediate immune control remain incompletely resolved. To address this, we investigated functionality, clonotypic compartmentalization, spatial localization, phenotypic characteristics, and transcriptional profiles of LN-resident virus-specific CD8+ T cells in persons who control HIV without medications. Antigen-induced proliferative and cytolytic potential consistently distinguished spontaneous controllers from noncontrollers. T cell receptor analysis revealed complete clonotypic overlap between peripheral and LN-resident HIV-specific CD8+ T cells. Transcriptional analysis of LN CD8+ T cells revealed gene signatures of inflammatory chemotaxis and antigen-induced effector function. In HIV controllers, the cytotoxic effectors perforin and granzyme B were elevated among virus-specific CXCR5+ fCD8s proximate to foci of HIV RNA within germinal centers. These results provide evidence consistent with cytolytic control of lymphotropic infection supported by inflammatory recruitment, antigen-specific proliferation, and cytotoxicity of fCD8s.
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Affiliation(s)
- David R Collins
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Julia Hitschfel
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Institute of Clinical and Molecular Virology, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | | | - Geetha H Mylvaganam
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Ngoc L Ly
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Umar Arshad
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | | | - Adrienne G Yanez
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | - Bruce D Walker
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Institute for Medical Engineering and Sciences and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
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28
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Hederman AP, Ackerman ME. Leveraging deep learning to improve vaccine design. Trends Immunol 2023; 44:333-344. [PMID: 37003949 PMCID: PMC10485910 DOI: 10.1016/j.it.2023.03.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/05/2023] [Accepted: 03/05/2023] [Indexed: 04/03/2023]
Abstract
Deep learning has led to incredible breakthroughs in areas of research, from self-driving vehicles to solutions, to formal mathematical proofs. In the biomedical sciences, however, the revolutionary results seen in other fields are only now beginning to be realized. Vaccine research and development efforts represent an application with high public health significance. Protein structure prediction, immune repertoire analysis, and phylogenetics are three principal areas in which deep learning is poised to provide key advances. Here, we opine on some of the current challenges with deep learning and how they are being addressed. Despite the nascent stage of deep learning applications in immunological studies, there is ample opportunity to utilize this new technology to address the most challenging and burdensome infectious diseases confronting global populations.
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Affiliation(s)
| | - Margaret E Ackerman
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA; Department of Microbiology and Immunology, Geisel School of Medicine, Hanover, NH, USA.
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29
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Picker LJ, Lifson JD, Gale M, Hansen SG, Früh K. Programming cytomegalovirus as an HIV vaccine. Trends Immunol 2023; 44:287-304. [PMID: 36894436 PMCID: PMC10089689 DOI: 10.1016/j.it.2023.02.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 02/10/2023] [Accepted: 02/11/2023] [Indexed: 03/09/2023]
Abstract
The initial development of cytomegalovirus (CMV) as a vaccine vector for HIV/simian immunodeficiency virus (SIV) was predicated on its potential to pre-position high-frequency, effector-differentiated, CD8+ T cells in tissues for immediate immune interception of nascent primary infection. This goal was achieved and also led to the unexpected discoveries that non-human primate (NHP) CMVs can be programmed to differentially elicit CD8+ T cell responses that recognize viral peptides via classical MHC-Ia, and/or MHC-II, and/or MHC-E, and that MHC-E-restricted CD8+ T cell responses can uniquely mediate stringent arrest and subsequent clearance of highly pathogenic SIV, an unprecedented type of vaccine-mediated protection. These discoveries delineate CMV vector-elicited MHC-E-restricted CD8+ T cells as a functionally distinct T cell response with the potential for superior efficacy against HIV-1, and possibly other infectious agents or cancers.
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Affiliation(s)
- Louis J Picker
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA.
| | - Jeffrey D Lifson
- AIDS and Cancer Virus Program, Frederick National Laboratory, Frederick, MD, USA
| | - Michael Gale
- Center for Innate Immunity and Immune Disease, Department of Immunology, University of Washington, Seattle, WA, USA
| | - Scott G Hansen
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
| | - Klaus Früh
- Vaccine and Gene Therapy Institute and Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, OR, USA
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30
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Mohammadi A, Etemad B, Zhang X, Li Y, Bedwell GJ, Sharaf R, Kittilson A, Melberg M, Wong C, Fajnzylber J, Worrall DP, Rosenthal A, Jordan H, Jilg N, Kaseke C, Giguel F, Lian X, Deo R, Gillespie E, Chishti R, Abrha S, Adams T, Siagian A, Anderson PL, Deeks SG, Lederman MM, Yawetz S, Kuritzkes DR, Lichterfeld MD, Tsibris A, Carrington M, Brumme ZL, Castillo-Mancilla JR, Engelman AN, Gaiha GD, Li JZ. Viral and Host Mediators of Non-Suppressible HIV-1 Viremia. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.30.23287124. [PMID: 37034605 PMCID: PMC10081408 DOI: 10.1101/2023.03.30.23287124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
Non-suppressible HIV-1 viremia (NSV) can occur in persons with HIV despite adherence to combination antiretroviral therapy (ART) and in the absence of significant drug resistance. Here, we show that plasma NSV sequences are comprised primarily of large clones without evidence of viral evolution over time. We defined proviruses that contribute to plasma viremia as "producer", and those that did not as "non-producer". Compared to ART-suppressed individuals, NSV participants had a significantly larger producer reservoir. Producer proviruses were enriched in chromosome 19 and in proximity to the activating H3K36me3 epigenetic mark. CD4+ cells from NSV participants demonstrated upregulation of anti-apoptotic genes and downregulation of pro-apoptotic and type I/II interferon-related pathways. Furthermore, NSV participants showed no elevation in HIV-specific CD8+ cell responses and producer proviruses were enriched for HLA escape mutations. We identified critical host and viral mediators of NSV that represent potential targets to disrupt HIV persistence and promote viral silencing.
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Affiliation(s)
- Abbas Mohammadi
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Behzad Etemad
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Xin Zhang
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Yijia Li
- University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Radwa Sharaf
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Autumn Kittilson
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Meghan Melberg
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Colline Wong
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jesse Fajnzylber
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Alex Rosenthal
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Hannah Jordan
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Nikolaus Jilg
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Francoise Giguel
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Xiaodong Lian
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Rinki Deo
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Rida Chishti
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Sara Abrha
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Taylor Adams
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Abigail Siagian
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Peter L. Anderson
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, CA, USA
| | - Michael M. Lederman
- Center for AIDS Research, Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University/University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Sigal Yawetz
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Mathias D. Lichterfeld
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Athe Tsibris
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, USA and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Zabrina L. Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Jose R. Castillo-Mancilla
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Alan N. Engelman
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Gaurav D. Gaiha
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jonathan Z. Li
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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31
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Etemad B, Sun X, Li Y, Melberg M, Moisi D, Gottlieb R, Ahmed H, Aga E, Bosch RJ, Acosta EP, Yuki Y, Martin MP, Carrington M, Gandhi RT, Jacobson JM, Volberding P, Connick E, Mitsuyasu R, Frank I, Saag M, Eron JJ, Skiest D, Margolis DM, Havlir D, Schooley RT, Lederman MM, Yu XG, Li JZ. HIV post-treatment controllers have distinct immunological and virological features. Proc Natl Acad Sci U S A 2023; 120:e2218960120. [PMID: 36877848 PMCID: PMC10089217 DOI: 10.1073/pnas.2218960120] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 02/06/2023] [Indexed: 03/08/2023] Open
Abstract
HIV post-treatment controllers (PTCs) are rare individuals who maintain low levels of viremia after stopping antiretroviral therapy (ART). Understanding the mechanisms of HIV post-treatment control will inform development of strategies aiming at achieving HIV functional cure. In this study, we evaluated 22 PTCs from 8 AIDS Clinical Trials Group (ACTG) analytical treatment interruption (ATI) studies who maintained viral loads ≤400 copies/mL for ≥24 wk. There were no significant differences in demographics or frequency of protective and susceptible human leukocyte antigen (HLA) alleles between PTCs and post-treatment noncontrollers (NCs, n = 37). Unlike NCs, PTCs demonstrated a stable HIV reservoir measured by cell-associated RNA (CA-RNA) and intact proviral DNA assay (IPDA) during analytical treatment interruption (ATI). Immunologically, PTCs demonstrated significantly lower CD4+ and CD8+ T cell activation, lower CD4+ T cell exhaustion, and more robust Gag-specific CD4+ T cell responses and natural killer (NK) cell responses. Sparse partial least squares discriminant analysis (sPLS-DA) identified a set of features enriched in PTCs, including a higher CD4+ T cell% and CD4+/CD8+ ratio, more functional NK cells, and a lower CD4+ T cell exhaustion level. These results provide insights into the key viral reservoir features and immunological profiles for HIV PTCs and have implications for future studies evaluating interventions to achieve an HIV functional cure.
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Affiliation(s)
- Behzad Etemad
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA02139
| | - Xiaoming Sun
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, MA02139
| | - Yijia Li
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA02139
| | - Meghan Melberg
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA02139
| | - Daniela Moisi
- School of Medicine, Case Western Reserve University, Cleveland, OH44106
| | - Rachel Gottlieb
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA02139
| | - Hayat Ahmed
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA02139
| | - Evgenia Aga
- Harvard T. H. Chan School of Public Health, Boston, MA02115
| | | | - Edward P. Acosta
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL35233
| | - Yuko Yuki
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD21702
- Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD20814
| | - Maureen P. Martin
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD21702
- Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD20814
| | - Mary Carrington
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, MA02139
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD21702
- Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD20814
| | - Rajesh T. Gandhi
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA02114
| | | | - Paul Volberding
- School of Medicine, University of California San Francisco, San Francisco, CA94143
| | | | - Ronald Mitsuyasu
- School of Medicine, University of California Los Angeles, Los Angeles, CA90095
| | - Ian Frank
- School of Medicine, University of Pennsylvania, Philadelphia, PA19104
| | - Michael Saag
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL35233
| | - Joseph J. Eron
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Daniel Skiest
- Department of Medicine, University of Massachusetts Chan Medical School - Baystate, Springfield, MA01199
| | - David M. Margolis
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Diane Havlir
- School of Medicine, University of California San Francisco, San Francisco, CA94143
| | - Robert T. Schooley
- Department of Medicine, University of California San Diego, San Diego, CA92103
| | | | - Xu G. Yu
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, MA02139
| | - Jonathan Z. Li
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA02139
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Definition of a New HLA B*52-Restricted Rev CTL Epitope Targeted by an HIV-1-Infected Controller. Viruses 2023; 15:v15020567. [PMID: 36851781 PMCID: PMC9959870 DOI: 10.3390/v15020567] [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: 01/04/2023] [Revised: 02/05/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
The analysis of T-cell responses in HIV-1-infected controllers may contribute to a better understanding of the protective components of the immune system. Here, we analyzed the HIV-1-specific T-cell response in a 59-year-old HIV-1-infected controller, infected for at least seven years, who presented with low viral loads ranging from <20 copies/mL to 200 copies/mL and normal CD4 counts of >800 cells/µL. In γ-IFN-ELISpot assays using freshly isolated PBMCs, he displayed a very strong polyclonal T-cell response to eight epitopes in Gag, Nef and Rev; with the dominant responses directed against the HLA-B*57-epitope AISPRTLNAW and against a so-far-unknown epitope within Rev. Further analyses using peptide-stimulated T-cell lines in γ-IFN-ELISpot assays delineated the peptide RQRQIRSI (Rev-RI8) as a newly defined HLA-B*52-restricted epitope located within a functionally important region of Rev. Peptide-stimulation assays in 15 HLA-B*52-positive HIV-1-infected subjects, including the controller, demonstrated recognition of the Rev-RI8 epitope in 6/15 subjects. CD4 counts before the start of antiviral therapy were significantly higher in subjects with recognition of the Rev-RI8 epitope. Targeting of the Rev-RI8 epitope in Rev by CTL could contribute to the positive association of HLA-B*52 with a more favorable course of HIV-1-infection.
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Brander C, Hartigan-O'Connor D. HIV T-cell immunogen design and delivery. Curr Opin HIV AIDS 2022; 17:333-337. [PMID: 36165078 PMCID: PMC9530002 DOI: 10.1097/coh.0000000000000765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF THE REVIEW Not all T-cell responses against HIV are created equally and responses of certain epitope specificities have been associated with superior control of infection. These insights have spurred the development of a wide range of immunogen sequences, each with particular advantages and limitations. RECENT FINDINGS We review some of the most advanced designs that have reached or are close to reaching human clinical trials, with a special focus on T-cell immunogen developed for therapeutic use. We also touch upon the importance of how immunogens are delivered and point out the lamentable fact that there is essentially no alignment between different designs and vaccine regimens, which is a major hindrance to accelerated advances in the field. SUMMARY The design of an immunogen able to induce T-cell responses of adequate specificity and functionality is subject of a wide range of preclinical and clinical studies. Few designs have shown promise to date, but emerging data highlight the critical contribution of specificity to effective antiviral activity in vivo .
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Affiliation(s)
- Christian Brander
- Irsicaixa - AIDS Research Institute, Badalona
- Universitat de Vic-Universitat Central de Catalunya (UVic-UCC), Vic
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Dennis Hartigan-O'Connor
- California National Primate Research Center
- Department in Medical Microbiology and Immunology
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, California, USA
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Optimal sequence-based design for multi-antigen HIV-1 vaccines using minimally distant antigens. PLoS Comput Biol 2022; 18:e1010624. [PMID: 36315492 PMCID: PMC9621458 DOI: 10.1371/journal.pcbi.1010624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 10/03/2022] [Indexed: 11/06/2022] Open
Abstract
The immense global diversity of HIV-1 is a significant obstacle to developing a safe and effective vaccine. We recently showed that infections established with multiple founder variants are associated with the development of neutralization breadth years later. We propose a novel vaccine design strategy that integrates the variability observed in acute HIV-1 infections with multiple founder variants. We developed a probabilistic model to simulate this variability, yielding a set of sequences that present the minimal diversity seen in an infection with multiple founders. We applied this model to a subtype C consensus sequence for the Envelope (Env) (used as input) and showed that the simulated Env sequences mimic the mutational landscape of an infection with multiple founder variants, including diversity at antibody epitopes. The derived set of multi-founder-variant-like, minimally distant antigens is designed to be used as a vaccine cocktail specific to a HIV-1 subtype or circulating recombinant form and is expected to promote the development of broadly neutralizing antibodies. Diverse HIV-1 populations are generally thought to promote neutralizing responses. Current leading HIV-1 vaccine design strategies maximize the distance between antigens to attempt to cover global HIV-1 diversity or serialize immunizations to recapitulate the temporal evolution of HIV-1 during infection. To date, no vaccine has elicited broadly neutralizing antibodies. As we recently demonstrated that infection with multiple HIV-1 founder variants is predictive of neutralization breadth, we propose a novel strategy that endeavors to promote the development of broadly neutralizing antibodies by replicating the diversity of multi-founder variant acute infections. By training an HIV-1 Env consensus sequence on the diversity from acute infections with multiple founders, we derived in silico a set of minimally distant antigens that is representative of the diversity seen in a multi-founder acute infection. As the model is particular to the input sequence, it can produce antigens specific to any HIV-1 subtype or circulating recombinant form (CRF). We applied this to HIV-1 subtype C and obtained a set of minimally distant antigens that can be used as a vaccine cocktail.
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35
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Wallace Z, Singh PK, Dorrell L. Combination strategies to durably suppress HIV-1: Soluble T cell receptors. J Virus Erad 2022; 8:100082. [PMID: 36065296 PMCID: PMC9440443 DOI: 10.1016/j.jve.2022.100082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 07/06/2022] [Accepted: 08/18/2022] [Indexed: 12/12/2022] Open
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Abstract
PURPOSE OF REVIEW Immunological studies of spontaneous HIV and simian virus (SIV) controllers have identified virus-specific CD8 + T cells as a key immune mechanism of viral control. The purpose of this review is to consider how knowledge about the mechanisms that are associated with CD8 + T cell control of HIV/SIV in natural infection can be harnessed in HIV remission strategies. RECENT FINDINGS We discuss characteristics of CD8 + T-cell responses that may be critical for suppressing HIV replication in spontaneous controllers comprising HIV antigen recognition including specific human leukocyte antigen types, broadly cross-reactive T cell receptors and epitope targeting, enhanced expansion and antiviral functions, and localization of virus-specific T cells near sites of reservoir persistence. We also discuss the need to better understand the timing of CD8 + T-cell responses associated with viral control of HIV/SIV during acute infection and after treatment interruption as well as the mechanisms by which HIV/SIV-specific CD8 + T cells coordinate with other immune responses to achieve control. SUMMARY We propose implications as to how this knowledge from natural infection can be applied in the design and evaluation of CD8 + T-cell-based remission strategies and offer questions to consider as these strategies target distinct CD8 + T-cell-dependent mechanisms of viral control.
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Abstract
PURPOSE OF REVIEW The quest for HIV-1 cure could take advantage of the study of rare individuals that control viral replication spontaneously (elite controllers) or after an initial course of antiretroviral therapy (posttreatment controllers, PTCs). In this review, we will compare back-to-back the immunological and virological features underlying viral suppression in elite controllers and PTCs, and explore their possible contributions to the HIV-1 cure research. RECENT FINDINGS HIV-1 control in elite controllers shows hallmarks of an effective antiviral response, favored by genetic background and possibly associated to residual immune activation. The immune pressure in elite controllers might select against actively transcribing intact proviruses, allowing the persistence of a small and poorly inducible reservoir. Evidence on PTCs is less abundant but preliminary data suggest that antiviral immune responses may be less pronounced. Therefore, these patients may rely on distinct mechanisms, not completely elucidated to date, suppressing HIV-1 transcription and replication. SUMMARY PTCs and elite controllers may control HIV replication using distinct pathways, the elucidation of which may contribute to design future interventional strategies aiming to achieve a functional cure.
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Valentin A, Bergamaschi C, Rosati M, Angel M, Burns R, Agarwal M, Gergen J, Petsch B, Oostvogels L, Loeliger E, Chew KW, Deeks SG, Mullins JI, Pavlakis GN, Felber BK. Comparative immunogenicity of an mRNA/LNP and a DNA vaccine targeting HIV gag conserved elements in macaques. Front Immunol 2022; 13:945706. [PMID: 35935984 PMCID: PMC9355630 DOI: 10.3389/fimmu.2022.945706] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 06/24/2022] [Indexed: 01/14/2023] Open
Abstract
Immunogenicity of HIV-1 mRNA vaccine regimens was analyzed in a non-human primate animal model. Rhesus macaques immunized with mRNA in lipid nanoparticle (mRNA/LNP) formulation expressing HIV-1 Gag and Gag conserved regions (CE) as immunogens developed robust, durable antibody responses but low adaptive T-cell responses. Augmentation of the dose resulted in modest increases in vaccine-induced cellular immunity, with no difference in humoral responses. The gag mRNA/lipid nanoparticle (LNP) vaccine provided suboptimal priming of T cell responses for a heterologous DNA booster vaccination regimen. In contrast, a single immunization with gag mRNA/LNP efficiently boosted both humoral and cellular responses in macaques previously primed by a gag DNA-based vaccine. These anamnestic cellular responses were mediated by activated CD8+ T cells with a phenotype of differentiated T-bet+ cytotoxic memory T lymphocytes. The heterologous prime/boost regimens combining DNA and mRNA/LNP vaccine modalities maximized vaccine-induced cellular and humoral immune responses. Analysis of cytokine responses revealed a transient systemic signature characterized by the release of type I interferon, IL-15 and IFN-related chemokines. The pro-inflammatory status induced by the mRNA/LNP vaccine was also characterized by IL-23 and IL-6, concomitant with the release of IL-17 family of cytokines. Overall, the strong boost of cellular and humoral immunity induced by the mRNA/LNP vaccine suggests that it could be useful as a prophylactic vaccine in heterologous prime/boost modality and in immune therapeutic interventions against HIV infection or other chronic human diseases.
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Affiliation(s)
- Antonio Valentin
- Human Retrovirus Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
| | - Cristina Bergamaschi
- Human Retrovirus Pathogenesis Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
| | - Margherita Rosati
- Human Retrovirus Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
| | - Matthew Angel
- Vaccine Branch, Center for Cancer Research, National Cncer Institute, Bethesda, MD, United States
- Center for Cancer Research Collaborative Bioinformatics Resource, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, United States
| | - Robert Burns
- Human Retrovirus Pathogenesis Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
| | - Mahesh Agarwal
- Human Retrovirus Pathogenesis Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
| | | | | | | | | | - Kara W. Chew
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA, United States
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, CA, United States
| | - James I. Mullins
- Department of Microbiology, University of Washington, Seattle, WA, United States
- Department of Medicine, University of Washington, Seattle, WA, United States
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - George N. Pavlakis
- Human Retrovirus Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
| | - Barbara K. Felber
- Human Retrovirus Pathogenesis Section, Vaccine Branch, Center for Cancer Research, National Cancer Institute at Frederick, Frederick, MD, United States
- *Correspondence: Barbara K. Felber,
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Baiyegunhi OO, Mann J, Khaba T, Nkosi T, Mbatha A, Ogunshola F, Chasara C, Ismail N, Ngubane T, Jajbhay I, Pansegrouw J, Dong KL, Walker BD, Ndung'u T, Ndhlovu ZM. CD8 lymphocytes mitigate HIV-1 persistence in lymph node follicular helper T cells during hyperacute-treated infection. Nat Commun 2022; 13:4041. [PMID: 35831418 PMCID: PMC9279299 DOI: 10.1038/s41467-022-31692-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 06/29/2022] [Indexed: 11/09/2022] Open
Abstract
HIV persistence in tissue sites despite ART is a major barrier to HIV cure. Detailed studies of HIV-infected cells and immune responses in native lymph node tissue environment is critical for gaining insight into immune mechanisms impacting HIV persistence and clearance in tissue sanctuary sites. We compared HIV persistence and HIV-specific T cell responses in lymph node biopsies obtained from 14 individuals who initiated therapy in Fiebig stages I/II, 5 persons treated in Fiebig stages III-V and 17 late treated individuals who initiated ART in Fiebig VI and beyond. Using multicolor immunofluorescence staining and in situ hybridization, we detect HIV RNA and/or protein in 12 of 14 Fiebig I/II treated persons on suppressive therapy for 1 to 55 months, and in late treated persons with persistent antigens. CXCR3+ T follicular helper cells harbor the greatest amounts of gag mRNA transcripts. Notably, HIV-specific CD8+ T cells responses are associated with lower HIV antigen burden, suggesting that these responses may contribute to HIV suppression in lymph nodes during therapy. These results reveal HIV persistence despite the initiation of ART in hyperacute infection and highlight the contribution of virus-specific responses to HIV suppression in tissue sanctuaries during suppressive ART.
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Affiliation(s)
- Omolara O Baiyegunhi
- Africa Health Research Institute (AHRI), Durban, South Africa
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Jaclyn Mann
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Trevor Khaba
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Thandeka Nkosi
- Africa Health Research Institute (AHRI), Durban, South Africa
| | - Anele Mbatha
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Funsho Ogunshola
- Africa Health Research Institute (AHRI), Durban, South Africa
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA, USA
| | | | - Nasreen Ismail
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Thandekile Ngubane
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | | | | | - Krista L Dong
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA, USA
| | - Bruce D Walker
- Africa Health Research Institute (AHRI), Durban, South Africa
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA, USA
- Institute for Medical Sciences and Engineering and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
- Department of Immunology, Harvard Medical School, Boston, MA, USA
| | - Thumbi Ndung'u
- Africa Health Research Institute (AHRI), Durban, South Africa
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA, USA
- Max Planck Institute for Infection Biology, Berlin, Germany
- Division of Infection and Immunity, University College London, London, UK
| | - Zaza M Ndhlovu
- Africa Health Research Institute (AHRI), Durban, South Africa.
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa.
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard University, Cambridge, MA, USA.
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40
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Panditrao G, Bhowmick R, Meena C, Sarkar RR. Emerging landscape of molecular interaction networks: Opportunities, challenges and prospects. J Biosci 2022. [PMID: 36210749 PMCID: PMC9018971 DOI: 10.1007/s12038-022-00253-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Network biology finds application in interpreting molecular interaction networks and providing insightful inferences using graph theoretical analysis of biological systems. The integration of computational bio-modelling approaches with different hybrid network-based techniques provides additional information about the behaviour of complex systems. With increasing advances in high-throughput technologies in biological research, attempts have been made to incorporate this information into network structures, which has led to a continuous update of network biology approaches over time. The newly minted centrality measures accommodate the details of omics data and regulatory network structure information. The unification of graph network properties with classical mathematical and computational modelling approaches and technologically advanced approaches like machine-learning- and artificial intelligence-based algorithms leverages the potential application of these techniques. These computational advances prove beneficial and serve various applications such as essential gene prediction, identification of drug–disease interaction and gene prioritization. Hence, in this review, we have provided a comprehensive overview of the emerging landscape of molecular interaction networks using graph theoretical approaches. With the aim to provide information on the wide range of applications of network biology approaches in understanding the interaction and regulation of genes, proteins, enzymes and metabolites at different molecular levels, we have reviewed the methods that utilize network topological properties, emerging hybrid network-based approaches and applications that integrate machine learning techniques to analyse molecular interaction networks. Further, we have discussed the applications of these approaches in biomedical research with a note on future prospects.
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Affiliation(s)
- Gauri Panditrao
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, 411008 India
| | - Rupa Bhowmick
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, 411008 India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002 India
| | - Chandrakala Meena
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, 411008 India
| | - Ram Rup Sarkar
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune, 411008 India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002 India
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41
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Sengupta S, Board NL, Wu F, Moskovljevic M, Douglass J, Zhang J, Reinhold BR, Duke-Cohan J, Yu J, Reed MC, Tabdili Y, Azurmendi A, Fray EJ, Zhang H, Hsiue EHC, Jenike K, Ho YC, Gabelli SB, Kinzler KW, Vogelstein B, Zhou S, Siliciano JD, Sadegh-Nasseri S, Reinherz EL, Siliciano RF. TCR-mimic bispecific antibodies to target the HIV-1 reservoir. Proc Natl Acad Sci U S A 2022; 119:e2123406119. [PMID: 35394875 PMCID: PMC9169739 DOI: 10.1073/pnas.2123406119] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 03/04/2022] [Indexed: 12/12/2022] Open
Abstract
HIV-1 infection is incurable due to the persistence of the virus in a latent reservoir of resting memory CD4+ T cells. “Shock-and-kill” approaches that seek to induce HIV-1 gene expression, protein production, and subsequent targeting by the host immune system have been unsuccessful due to a lack of effective latency-reversing agents (LRAs) and kill strategies. In an effort to develop reagents that could be used to promote killing of infected cells, we constructed T cell receptor (TCR)-mimic antibodies to HIV-1 peptide-major histocompatibility complexes (pMHC). Using phage display, we panned for phages expressing antibody-like variable sequences that bound HIV-1 pMHC generated using the common HLA-A*02:01 allele. We targeted three epitopes in Gag and reverse transcriptase identified and quantified via Poisson detection mass spectrometry from cells infected in vitro with a pseudotyped HIV-1 reporter virus (NL4.3 dEnv). Sequences isolated from phages that bound these pMHC were cloned into a single-chain diabody backbone (scDb) sequence, such that one fragment is specific for an HIV-1 pMHC and the other fragment binds to CD3ε, an essential signal transduction subunit of the TCR. Thus, these antibodies utilize the sensitivity of T cell signaling as readouts for antigen processing and as agents to promote killing of infected cells. Notably, these scDbs are exquisitely sensitive and specific for the peptide portion of the pMHC. Most importantly, one scDb caused killing of infected cells presenting a naturally processed target pMHC. This work lays the foundation for a novel therapeutic killing strategy toward elimination of the HIV-1 reservoir.
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Affiliation(s)
- Srona Sengupta
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
- Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Nathan L. Board
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Fengting Wu
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Milica Moskovljevic
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Jacqueline Douglass
- Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
| | - Josephine Zhang
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Bruce R. Reinhold
- Laboratory of Immunobiology, Dana-Farber Cancer Institute, Boston, MA 02115
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
- Department of Medicine, Harvard Medical School, Boston, MA 02115
| | - Jonathan Duke-Cohan
- Laboratory of Immunobiology, Dana-Farber Cancer Institute, Boston, MA 02115
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
- Department of Medicine, Harvard Medical School, Boston, MA 02115
| | - Jeanna Yu
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Madison C. Reed
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Yasmine Tabdili
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Aitana Azurmendi
- Department of Biophysics and Biophysical Chemistry, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
| | - Emily J. Fray
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Hao Zhang
- Department of Molecular Microbiology and Immunology, The Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205
| | - Emily Han-Chung Hsiue
- Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
| | - Katharine Jenike
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Ya-Chi Ho
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, CT 06519
| | - Sandra B. Gabelli
- Department of Biophysics and Biophysical Chemistry, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
| | - Kenneth W. Kinzler
- Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD 21287
| | - Bert Vogelstein
- Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD 21287
- HHMI, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Shibin Zhou
- Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD 21287
| | - Janet D. Siliciano
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | | | - Ellis L. Reinherz
- Laboratory of Immunobiology, Dana-Farber Cancer Institute, Boston, MA 02115
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115
- Department of Medicine, Harvard Medical School, Boston, MA 02115
| | - Robert F. Siliciano
- Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
- HHMI, The Johns Hopkins University School of Medicine, Baltimore, MD 21205
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42
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Sustainable antiviral efficacy of rejuvenated HIV-specific cytotoxic T lymphocytes generated from induced pluripotent stem cells. J Virol 2022; 96:e0221721. [DOI: 10.1128/jvi.02217-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Persistence of HIV latently infected cells is a barrier to HIV cure. The "kick and kill" strategy for cure includes clearance of the viral reservoir by HIV-specific cytotoxic T lymphocytes (CTLs). However, exhaustion and senescence of T cells accelerates during HIV infection, and does not fully recover, despite complete viral suppression under antiretroviral therapy. We previously established an induced pluripotent stem cell (iPSC) from a parental HIV-specific CTL clone and generated an iPSC-derived rejuvenated HIV-specific CTL clone (iPSC-CTL), which exhibited an early memory phenotype, high proliferation capacity and effector functions
in vitro
. Here, we assessed the antiviral efficacy of the HIV-specific iPSC-CTL by single- and multiple-round viral suppression assays (VSAs). The HIV-specific iPSC-CTL suppressed viral replication in an HLA-dependent manner with equivalent efficacy to the parental CTL clone in single-round VSA. In multiple-round VSA, however, the ability of the iPSC-CTL to suppress viral replication was longer than that of the parental CTL clone. These results indicate that HIV-specific iPSC-CTL can sustainably exert suppressive pressure on viral replication, suggesting a novel approach to facilitate clearance of the HIV reservoir via adoptive transfer of rejuvenated CTLs.
Importance
Elimination of latently HIV-infected cells is required for HIV cure. In the “kick and kill” strategy proposed for HIV cure, the host immune system, including HIV-specific cytotoxic T lymphocytes (CTLs), play a central role in eliminating HIV antigen-expressing cells following reactivation by latency-reversing agents (LRAs). However, CTL dysfunction due to exhaustion and senescence in chronic HIV infection can be an obstacle to this strategy. Adoptive transfer with effective HIV-specific CTLs may be a solution of this problem. We previously generated an induced pluripotent stem cell (iPSC)-derived rejuvenated HIV-specific CTL clone (iPSC-CTL) with high functional and proliferative capacity. The present study demonstrates that iPSC-CTL can survive and suppress HIV replication
in vitro
longer than the parental CTL clone, indicating the potential of iPSC-CTL to sustainably exert suppressive pressure on viral replication. Adoptive transfer with rejuvenated HIV-specific CTLs in combination with LRAs may be a new intervention strategy for HIV cure/remission.
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43
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George AF, Luo X, Neidleman J, Hoh R, Vohra P, Thomas R, Shin MG, Lee MJ, Blish CA, Deeks S, Greene WC, Lee SA, Roan NR. Deep Phenotypic Analysis of Blood and Lymphoid T and NK Cells From HIV+ Controllers and ART-Suppressed Individuals. Front Immunol 2022; 13:803417. [PMID: 35154118 PMCID: PMC8829545 DOI: 10.3389/fimmu.2022.803417] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 01/04/2022] [Indexed: 12/03/2022] Open
Abstract
T and natural killer (NK) cells are effector cells with key roles in anti-HIV immunity, including in lymphoid tissues, the major site of HIV persistence. However, little is known about the features of these effector cells from people living with HIV (PLWH), particularly from those who initiated antiretroviral therapy (ART) during acute infection. Our study design was to use 42-parameter CyTOF to conduct deep phenotyping of paired blood- and lymph node (LN)-derived T and NK cells from three groups of HIV+ aviremic individuals: elite controllers (N = 5), and ART-suppressed individuals who had started therapy during chronic (N = 6) vs. acute infection (N = 8), the latter of which is associated with better outcomes. We found that acute-treated individuals are enriched for specific subsets of T and NK cells, including blood-derived CD56-CD16+ NK cells previously associated with HIV control, and LN-derived CD4+ T follicular helper cells with heightened expansion potential. An in-depth comparison of the features of the cells from blood vs. LNs of individuals from our cohort revealed that T cells from blood were more activated than those from LNs. By contrast, LNs were enriched for follicle-homing CXCR5+ CD8+ T cells, which expressed increased levels of inhibitory receptors and markers of survival and proliferation as compared to their CXCR5- counterparts. In addition, a subset of memory-like CD56brightTCF1+ NK cells was enriched in LNs relative to blood. These results together suggest unique T and NK cell features in acute-treated individuals, and highlight the importance of examining effector cells not only in blood but also the lymphoid tissue compartment, where the reservoir mostly persists, and where these cells take on distinct phenotypic features.
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Affiliation(s)
- Ashley F. George
- Gladstone Institute of Virology, San Francisco, CA, United States,Department of Urology, University of California San Francisco, San Francisco, CA, United States
| | - Xiaoyu Luo
- Gladstone Institute of Virology, San Francisco, CA, United States
| | - Jason Neidleman
- Gladstone Institute of Virology, San Francisco, CA, United States,Department of Urology, University of California San Francisco, San Francisco, CA, United States
| | - Rebecca Hoh
- Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Poonam Vohra
- Department of Pathology, University of California San Francisco, San Francisco, CA, United States
| | - Reuben Thomas
- Gladstone Institutes, San Francisco, CA, United States
| | | | - Madeline J. Lee
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States,Program in Immunology, Stanford School of Medicine, Stanford, CA, United States
| | - Catherine A. Blish
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States,Program in Immunology, Stanford School of Medicine, Stanford, CA, United States
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, CA, United States
| | - Warner C. Greene
- Gladstone Institute of Virology, San Francisco, CA, United States,Departments of Medicine, and Microbiology & Immunology, University of California San Francisco, San Francisco, CA, United States
| | - Sulggi A. Lee
- Zuckerberg San Francisco General Hospital and the University of California San Francisco, San Francisco, CA, United States,*Correspondence: Sulggi A. Lee, ; Nadia R. Roan,
| | - Nadia R. Roan
- Gladstone Institute of Virology, San Francisco, CA, United States,Department of Urology, University of California San Francisco, San Francisco, CA, United States,*Correspondence: Sulggi A. Lee, ; Nadia R. Roan,
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44
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Evolutionary modeling reveals enhanced mutational flexibility of HCV subtype 1b compared with 1a. iScience 2022; 25:103569. [PMID: 34988406 PMCID: PMC8704487 DOI: 10.1016/j.isci.2021.103569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 11/19/2021] [Accepted: 12/02/2021] [Indexed: 11/24/2022] Open
Abstract
Hepatitis C virus (HCV) is a leading cause of liver-associated disease and liver cancer. Of the major HCV subtypes, patients infected with subtype 1b have been associated with having a higher risk of developing chronic infection and hepatocellular carcinoma. However, underlying reasons for this increased disease severity remain unknown. Here, we provide an evolutionary rationale, based on a comparative study of fitness landscape and in-host evolutionary models of the E2 glycoprotein of HCV subtypes 1a and 1b. Our analysis demonstrates that a higher chronicity rate of 1b may be attributed to lower fitness constraints, enabling 1b viruses to more easily escape antibody responses. More generally, our results suggest that differences in evolutionary constraints between HCV subtypes may be an important factor in mediating distinct disease outcomes. Our analysis also identifies antibodies that appear escape-resistant against both subtypes 1a and 1b, providing directions for designing HCV vaccines having cross-subtype protection. Comparative analysis of the fitness landscapes of HCV subtypes 1a and 1b Subtype 1b evolution is subject to less constraints than 1a Subtype 1b appears to evade antibodies more easily compared with 1a Antibodies are identified that are difficult to escape for both subtypes 1a and 1b
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45
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Zhang A, Piechocka-Trocha A, Li X, Walker BD. A Leucine Zipper Dimerization Strategy to Generate Soluble T Cell Receptors Using the Escherichia coli Expression System. Cells 2022; 11:cells11030312. [PMID: 35159122 PMCID: PMC8834513 DOI: 10.3390/cells11030312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 01/13/2022] [Accepted: 01/14/2022] [Indexed: 12/10/2022] Open
Abstract
T cell-mediated adaptive immunity plays a key role in immunological surveillance and host control of infectious diseases. A better understanding of T cell receptor (TCR) recognition of pathogen-derived epitopes or cancer-associated neoantigens is the basis for developing T cell-based vaccines and immunotherapies. Studies on the interaction between soluble TCR α:β heterodimers and peptide-bound major histocompatibility complexes (pMHCs) inform underlying mechanisms driving TCR recognition, but not every isolated TCR can be prepared in soluble form for structural and functional studies using conventional methods. Here, taking a challenging HIV-specific TCR as a model, we designed a general leucine zipper (LZ) dimerization strategy for soluble TCR preparation using the Escherichia coli expression system. We report details of TCR construction, inclusion body expression and purification, and protein refolding and purification. Measurements of binding affinity between the TCR and its specific pMHC using surface plasmon resonance (SPR) verify its activity. We conclude that this is a feasible approach to produce challenging TCRs in soluble form, needed for studies related to T cell recognition.
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Affiliation(s)
- Angela Zhang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; (A.Z.); (A.P.-T.)
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
| | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; (A.Z.); (A.P.-T.)
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Xiaolong Li
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; (A.Z.); (A.P.-T.)
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA
- Correspondence: (X.L.); (B.D.W.)
| | - Bruce D. Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; (A.Z.); (A.P.-T.)
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
- Institute for Medical Engineering and Science (IMES) and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Correspondence: (X.L.); (B.D.W.)
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46
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Matiza T, Boyd KF, Lyall RA, Kwon DS, McGregor AM, Fiorillo S, Campbell TB, Borok M, Corleis B. Compartmentalized T cell profile in the lungs of patients with HIV-1-associated pulmonary Kaposi sarcoma. Medicine (Baltimore) 2021; 100:e28328. [PMID: 34941134 PMCID: PMC8702193 DOI: 10.1097/md.0000000000028328] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 11/29/2021] [Indexed: 01/05/2023] Open
Abstract
Pulmonary Kaposi sarcoma (pKS) caused by Human herpesvirus 8 (HHV-8) is a devastating form of KS in patients with advanced acquired immunodeficiency syndrome (AIDS) and is associated with increased morbidity and mortality. Blood T cells play a central role in the response of HIV-1 and HHV-8. However, little information is available on T cells in the alveolar space of HIV-1-associated pKS patients.Therefore, we examined CD8+ and CD4+ T cells in the alveolar space in comparison with the blood of patients with pKS. We recruited 26 HIV-1 positive patients with KS, including 15 patients with pKS. Bronchoalveolar lavage (BAL) cells and blood mononuclear cells were analyzed for T cell memory phenotypes, surface markers associated with exhaustion, and intracellular cytokine staining (ICS) using flow cytometry. HIV-1 and HHV-8 viral loads were measured in plasma by quantitative PCR.BAL T cells showed reduced inflammatory capacities and significantly diminished polyfunctionality compared to blood T cells from patients with pKS. This was not accompanied by increased expression of exhaustion markers, such as TIM-3 and PD-1.More importantly, we found a negative correlation between the production of MIP1-β and TNF-α in T cells in BAL and blood, indicating compartmentalised immune responses to pKS and accentuated chronic HIV-1/HHV-8 pathogenesis via T cells in the lungs of people with pKS.
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Affiliation(s)
- Tarisiro Matiza
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Kathryn F. Boyd
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Rebecca A. Lyall
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Douglas S. Kwon
- Ragon Institute of MGH, MIT, and Harvard, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Massachusetts General Hospital, Department of Internal Medicine and Division of Infectious Diseases, Boston, MA
| | - Alan M. McGregor
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Suzanne Fiorillo
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Thomas B. Campbell
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Margaret Borok
- Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe
| | - Björn Corleis
- Ragon Institute of MGH, MIT, and Harvard, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Institute of Immunology, Friedrich-Loeffler-Institute, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
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47
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Lian X, Gao C, Sun X, Jiang C, Einkauf KB, Seiger KW, Chevalier JM, Yuki Y, Martin M, Hoh R, Peluso MJ, Carrington M, Ruiz-Mateos E, Deeks SG, Rosenberg ES, Walker BD, Lichterfeld M, Yu XG. Signatures of immune selection in intact and defective proviruses distinguish HIV-1 elite controllers. Sci Transl Med 2021; 13:eabl4097. [PMID: 34910552 PMCID: PMC9202005 DOI: 10.1126/scitranslmed.abl4097] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Increasing evidence suggests that durable drug-free control of HIV-1 replication is enabled by effective cellular immune responses that may induce an attenuated viral reservoir configuration with a weaker ability to drive viral rebound. Here, we comprehensively tracked effects of antiviral immune responses on intact and defective proviral sequences from elite controllers (ECs), analyzing both classical escape mutations and HIV-1 chromosomal integration sites as biomarkers of antiviral immune selection pressure. We observed that, within ECs, defective proviruses were commonly located in permissive genic euchromatin positions, which represented an apparent contrast to autologous intact proviruses that were frequently located in heterochromatin regions; this suggests differential immune selection pressure on intact versus defective proviruses in ECs. In comparison to individuals receiving antiretroviral therapy, intact and defective proviruses from ECs showed reduced frequencies of escape mutations in cytotoxic T cell epitopes and antibody contact regions, possibly due to the small and poorly inducible reservoir that may be insufficient to drive effective viral escape in ECs. About 15% of ECs harbored nef deletions in intact proviruses, consistent with increased viral vulnerability to host immunity in the setting of nef dysfunction. Together, these results suggest a distinct signature of immune footprints in proviral sequences from ECs.
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Affiliation(s)
- Xiaodong Lian
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Ce Gao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Xiaoming Sun
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Chenyang Jiang
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Kevin B. Einkauf
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Kyra W. Seiger
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Joshua M. Chevalier
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Yuko Yuki
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Maureen Martin
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Rebecca Hoh
- University of California at San Francisco, San Francisco, CA 94143, USA
| | - Michael J. Peluso
- University of California at San Francisco, San Francisco, CA 94143, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Ezequiel Ruiz-Mateos
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville 41013, Spain
| | - Steven G. Deeks
- University of California at San Francisco, San Francisco, CA 94143, USA
| | - Eric S. Rosenberg
- Infectious Disease Division, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Bruce D. Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
- Institute for Medical Engineering and Sciences and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Xu G. Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Infectious Disease Division, Brigham and Women’s Hospital, Boston, MA 02115, USA
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48
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Collins DR, Urbach JM, Racenet ZJ, Arshad U, Power KA, Newman RM, Mylvaganam GH, Ly NL, Lian X, Rull A, Rassadkina Y, Yanez AG, Peluso MJ, Deeks SG, Vidal F, Lichterfeld M, Yu XG, Gaiha GD, Allen TM, Walker BD. Functional impairment of HIV-specific CD8 + T cells precedes aborted spontaneous control of viremia. Immunity 2021; 54:2372-2384.e7. [PMID: 34496223 PMCID: PMC8516715 DOI: 10.1016/j.immuni.2021.08.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 06/21/2021] [Accepted: 08/09/2021] [Indexed: 12/14/2022]
Abstract
Spontaneous control of HIV infection has been repeatedly linked to antiviral CD8+ T cells but is not always permanent. To address mechanisms of durable and aborted control of viremia, we evaluated immunologic and virologic parameters longitudinally among 34 HIV-infected subjects with differential outcomes. Despite sustained recognition of autologous virus, HIV-specific proliferative and cytolytic T cell effector functions became selectively and intrinsically impaired prior to aborted control. Longitudinal transcriptomic profiling of functionally impaired HIV-specific CD8+ T cells revealed altered expression of genes related to activation, cytokine-mediated signaling, and cell cycle regulation, including increased expression of the antiproliferative transcription factor KLF2 but not of genes associated with canonical exhaustion. Lymphoid HIV-specific CD8+ T cells also exhibited poor functionality during aborted control relative to durable control. Our results identify selective functional impairment of HIV-specific CD8+ T cells as prognostic of impending aborted HIV control, with implications for clinical monitoring and immunotherapeutic strategies.
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Affiliation(s)
- David R Collins
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | | | | | - Umar Arshad
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Karen A Power
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Ruchi M Newman
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Geetha H Mylvaganam
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Ngoc L Ly
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Xiaodong Lian
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA, USA
| | - Anna Rull
- Joan XXIII University Hospital, Pere Virgili Institute (IISPV), Rovira i Virgili University, Tarragona, Spain
| | - Yelizaveta Rassadkina
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA, USA
| | - Adrienne G Yanez
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, CA, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases and Global Medicine, University of California, San Francisco, CA, USA
| | - Francesc Vidal
- Joan XXIII University Hospital, Pere Virgili Institute (IISPV), Rovira i Virgili University, Tarragona, Spain
| | - Mathias Lichterfeld
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA, USA
| | - Xu G Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Division of Infectious Diseases, Brigham and Women's Hospital, Boston, MA, USA
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Todd M Allen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA; Institute for Medical Engineering and Sciences and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
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49
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Luo Y, Kanai M, Choi W, Li X, Sakaue S, Yamamoto K, Ogawa K, Gutierrez-Arcelus M, Gregersen PK, Stuart PE, Elder JT, Forer L, Schönherr S, Fuchsberger C, Smith AV, Fellay J, Carrington M, Haas DW, Guo X, Palmer ND, Chen YDI, Rotter JI, Taylor KD, Rich SS, Correa A, Wilson JG, Kathiresan S, Cho MH, Metspalu A, Esko T, Okada Y, Han B, McLaren PJ, Raychaudhuri S. A high-resolution HLA reference panel capturing global population diversity enables multi-ancestry fine-mapping in HIV host response. Nat Genet 2021; 53:1504-1516. [PMID: 34611364 PMCID: PMC8959399 DOI: 10.1038/s41588-021-00935-7] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 08/02/2021] [Indexed: 02/08/2023]
Abstract
Fine-mapping to plausible causal variation may be more effective in multi-ancestry cohorts, particularly in the MHC, which has population-specific structure. To enable such studies, we constructed a large (n = 21,546) HLA reference panel spanning five global populations based on whole-genome sequences. Despite population-specific long-range haplotypes, we demonstrated accurate imputation at G-group resolution (94.2%, 93.7%, 97.8% and 93.7% in admixed African (AA), East Asian (EAS), European (EUR) and Latino (LAT) populations). Applying HLA imputation to genome-wide association study data for HIV-1 viral load in three populations (EUR, AA and LAT), we obviated effects of previously reported associations from population-specific HIV studies and discovered a novel association at position 156 in HLA-B. We pinpointed the MHC association to three amino acid positions (97, 67 and 156) marking three consecutive pockets (C, B and D) within the HLA-B peptide-binding groove, explaining 12.9% of trait variance.
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Affiliation(s)
- Yang Luo
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Division of Rheumatology, Immunology, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Masahiro Kanai
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan
| | - Wanson Choi
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
| | - Xinyi Li
- Committee on Genetics, Genomics, and Systems Biology, University of Chicago, Chicago, IL, USA
| | - Saori Sakaue
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Immunology, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kenichi Yamamoto
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan
- Department of Pediatrics, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kotaro Ogawa
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Maria Gutierrez-Arcelus
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Rheumatology, Immunology, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Peter K Gregersen
- The Robert S. Boas Center for Genomics and Human Genetics, Feinstein Institute for Medical Research,North Short LIJ Health System, Manhasset, NY, USA
| | - Philip E Stuart
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
| | - Lukas Forer
- Institute of Genetic Epidemiology, Department of Genetics and Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Sebastian Schönherr
- Institute of Genetic Epidemiology, Department of Genetics and Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Christian Fuchsberger
- Institute of Genetic Epidemiology, Department of Genetics and Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Institute for Biomedicine, Eurac Research, Bolzano, Italy
| | - Albert V Smith
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Jacques Fellay
- Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- School of Life Sciences, EPFL, Lausanne, Switzerland
| | - Mary Carrington
- Basic Science Program, Frederick National Laboratory for Cancer Research, National Cancer Institute, Frederick, MD, USA
- Ragon Institute of MGH, MIT and Harvard, Boston, MA, USA
| | - David W Haas
- Vanderbilt University Medical Center, Nashville, TN, USA
- Meharry Medical College, Nashville, TN, USA
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Nicholette D Palmer
- Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Yii-Der Ida Chen
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Kent D Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Adolfo Correa
- Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - James G Wilson
- Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS, USA
| | - Sekar Kathiresan
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Cardiology Division of the Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Michael H Cho
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Andres Metspalu
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Tonu Esko
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Yukinori Okada
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Japan
- Laboratory of Statistical Immunology, Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita, Japan
| | - Buhm Han
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, South Korea
| | - Paul J McLaren
- J.C. Wilt Infectious Diseases Research Centre, National Microbiology Laboratories, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Soumya Raychaudhuri
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Division of Rheumatology, Immunology, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Centre for Genetics and Genomics Versus Arthritis, University of Manchester, Manchester, UK.
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50
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Lewitus E, Sanders-Buell E, Bose M, O'Sullivan AM, Poltavee K, Li Y, Bai H, Mdluli T, Donofrio G, Slike B, Zhao H, Wong K, Chen L, Miller S, Lee J, Ahani B, Lepore S, Muhammad S, Grande R, Tran U, Dussupt V, Mendez-Rivera L, Nitayaphan S, Kaewkungwal J, Pitisuttithum P, Rerks-Ngarm S, O'Connell RJ, Janes H, Gilbert PB, Gramzinski R, Vasan S, Robb ML, Michael NL, Krebs SJ, Herbeck JT, Edlefsen PT, Mullins JI, Kim JH, Tovanabutra S, Rolland M. RV144 vaccine imprinting constrained HIV-1 evolution following breakthrough infection. Virus Evol 2021; 7:veab057. [PMID: 34532060 PMCID: PMC8438874 DOI: 10.1093/ve/veab057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 05/26/2021] [Accepted: 06/09/2021] [Indexed: 02/01/2023] Open
Abstract
The scale of the HIV-1 epidemic underscores the need for a vaccine. The multitude of circulating HIV-1 strains together with HIV-1’s high evolvability hints that HIV-1 could adapt to a future vaccine. Here, we wanted to investigate the effect of vaccination on the evolution of the virus post-breakthrough infection. We analyzed 2,635 HIV-1 env sequences sampled up to a year post-diagnosis from 110 vaccine and placebo participants who became infected in the RV144 vaccine efficacy trial. We showed that the Env signature sites that were previously identified to distinguish vaccine and placebo participants were maintained over time. In addition, fewer sites were under diversifying selection in the vaccine group than in the placebo group. These results indicate that HIV-1 would possibly adapt to a vaccine upon its roll-out.
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Affiliation(s)
- Eric Lewitus
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | | | - Meera Bose
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | | | - Kultida Poltavee
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Yifan Li
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Hongjun Bai
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Thembi Mdluli
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Gina Donofrio
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Bonnie Slike
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Hong Zhao
- Department of Microbiology, University of Washington, Seattle, WA 98195, USA
| | - Kim Wong
- Department of Microbiology, University of Washington, Seattle, WA 98195, USA
| | - Lennie Chen
- Department of Microbiology, University of Washington, Seattle, WA 98195, USA
| | - Shana Miller
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Jenica Lee
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Bahar Ahani
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Steven Lepore
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Sevan Muhammad
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Rebecca Grande
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Ursula Tran
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Vincent Dussupt
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | | | - Sorachai Nitayaphan
- US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | - Jaranit Kaewkungwal
- US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | | | | | - Robert J O'Connell
- US Army Medical Directorate of the Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand
| | - Holly Janes
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Peter B Gilbert
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - Robert Gramzinski
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Sandhya Vasan
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Merlin L Robb
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Nelson L Michael
- Center for Infectious Disease Research, WRAIR, Silver Spring, MD 20910, USA
| | - Shelly J Krebs
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | - Joshua T Herbeck
- Department of Global Health, University of Washington, Seattle, WA 98195, USA
| | - Paul T Edlefsen
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave. N., Seattle, WA 98109, USA
| | - James I Mullins
- Department of Microbiology, University of Washington, Seattle, WA 98195, USA
| | - Jerome H Kim
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
| | | | - Morgane Rolland
- US Military HIV Research Program, WRAIR, Silver Spring, MD 20910, USA
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