1
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Bricio-Moreno L, Barreto de Albuquerque J, Neary JM, Nguyen T, Kuhn LF, Yeung Y, Hastie KM, Landeras-Bueno S, Olmedillas E, Hariharan C, Nathan A, Getz MA, Gayton AC, Khatri A, Gaiha GD, Ollmann Saphire E, Luster AD, Moon JJ. Identification of mouse CD4 + T cell epitopes in SARS-CoV-2 BA.1 spike and nucleocapsid for use in peptide:MHCII tetramers. Front Immunol 2024; 15:1329846. [PMID: 38529279 PMCID: PMC10961420 DOI: 10.3389/fimmu.2024.1329846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 01/29/2024] [Indexed: 03/27/2024] Open
Abstract
Understanding adaptive immunity against SARS-CoV-2 is a major requisite for the development of effective vaccines and treatments for COVID-19. CD4+ T cells play an integral role in this process primarily by generating antiviral cytokines and providing help to antibody-producing B cells. To empower detailed studies of SARS-CoV-2-specific CD4+ T cell responses in mouse models, we comprehensively mapped I-Ab-restricted epitopes for the spike and nucleocapsid proteins of the BA.1 variant of concern via IFNγ ELISpot assay. This was followed by the generation of corresponding peptide:MHCII tetramer reagents to directly stain epitope-specific T cells. Using this rigorous validation strategy, we identified 6 immunogenic epitopes in spike and 3 in nucleocapsid, all of which are conserved in the ancestral Wuhan strain. We also validated a previously identified epitope from Wuhan that is absent in BA.1. These epitopes and tetramers will be invaluable tools for SARS-CoV-2 antigen-specific CD4+ T cell studies in mice.
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Affiliation(s)
- Laura Bricio-Moreno
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Juliana Barreto de Albuquerque
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Jake M. Neary
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
| | - Thao Nguyen
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
| | - Lucy F. Kuhn
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
| | - YeePui Yeung
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
| | - Kathryn M. Hastie
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Sara Landeras-Bueno
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Eduardo Olmedillas
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Chitra Hariharan
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Anusha Nathan
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
- Program in Health Sciences and Technology, Harvard Medical School and Massachusetts Institute of Technology, Boston, MA, United States
| | - Matthew A. Getz
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
| | - Alton C. Gayton
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
| | - Ashok Khatri
- Harvard Medical School, Boston, MA, United States
- Endocrine Division, MGH, Boston, MA, United States
| | - Gaurav D. Gaiha
- Harvard Medical School, Boston, MA, United States
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
- Division of Gastroenterology, MGH, Boston, MA, United States
| | - Erica Ollmann Saphire
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
- Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Andrew D. Luster
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - James J. Moon
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Division of Pulmonary and Critical Care Medicine, MGH, Boston, MA, United States
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2
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Li Y, Choudhary MC, Regan J, Boucau J, Nathan A, Speidel T, Liew MY, Edelstein GE, Kawano Y, Uddin R, Deo R, Marino C, Getz MA, Reynolds Z, Barry M, Gilbert RF, Tien D, Sagar S, Vyas TD, Flynn JP, Hammond SP, Novack LA, Choi B, Cernadas M, Wallace ZS, Sparks JA, Vyas JM, Seaman MS, Gaiha GD, Siedner MJ, Barczak AK, Lemieux JE, Li JZ. SARS-CoV-2 viral clearance and evolution varies by type and severity of immunodeficiency. Sci Transl Med 2024; 16:eadk1599. [PMID: 38266109 PMCID: PMC10982957 DOI: 10.1126/scitranslmed.adk1599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 12/18/2023] [Indexed: 01/26/2024]
Abstract
Despite vaccination and antiviral therapies, immunocompromised individuals are at risk for prolonged severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, but the immune defects that predispose an individual to persistent coronavirus disease 2019 (COVID-19) remain incompletely understood. In this study, we performed detailed viro-immunologic analyses of a prospective cohort of participants with COVID-19. The median times to nasal viral RNA and culture clearance in individuals with severe immunosuppression due to hematologic malignancy or transplant (S-HT) were 72 and 40 days, respectively, both of which were significantly longer than clearance rates in individuals with severe immunosuppression due to autoimmunity or B cell deficiency (S-A), individuals with nonsevere immunodeficiency, and nonimmunocompromised groups (P < 0.01). Participants who were severely immunocompromised had greater SARS-CoV-2 evolution and a higher risk of developing resistance against therapeutic monoclonal antibodies. Both S-HT and S-A participants had diminished SARS-CoV-2-specific humoral responses, whereas only the S-HT group had reduced T cell-mediated responses. This highlights the varied risk of persistent COVID-19 across distinct immunosuppressive conditions and suggests that suppression of both B and T cell responses results in the highest contributing risk of persistent infection.
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Affiliation(s)
- Yijia Li
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Manish C. Choudhary
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - James Regan
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Julie Boucau
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Anusha Nathan
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
- Program in Health Sciences and Technology, Harvard Medical School and Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Tessa Speidel
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - May Yee Liew
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Gregory E. Edelstein
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Yumeko Kawano
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Rockib Uddin
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Rinki Deo
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Caitlin Marino
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Matthew A. Getz
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Zahra Reynolds
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Mamadou Barry
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Rebecca F. Gilbert
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Dessie Tien
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Shruti Sagar
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Tammy D. Vyas
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - James P. Flynn
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Sarah P. Hammond
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Lewis A. Novack
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Bina Choi
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Manuela Cernadas
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Zachary S. Wallace
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Jeffrey A. Sparks
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jatin M. Vyas
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Michael S. Seaman
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Gaurav D. Gaiha
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Mark J. Siedner
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Amy K. Barczak
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Jacob E. Lemieux
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jonathan Z. Li
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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3
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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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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4
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Zonozi R, Walters LC, Shulkin A, Naranbhai V, Nithagon P, Sauvage G, Kaeske C, Cosgrove K, Nathan A, Tano-Menka R, Gayton AC, Getz MA, Senjobe F, Worrall D, Iafrate AJ, Fromson C, Montesi SB, Rao DA, Sparks JA, Wallace ZS, Farmer JR, Walker BD, Charles RC, Laliberte K, Niles JL, Gaiha GD. T cell responses to SARS-CoV-2 infection and vaccination are elevated in B cell deficiency and reduce risk of severe COVID-19. Sci Transl Med 2023; 15:eadh4529. [PMID: 38019932 DOI: 10.1126/scitranslmed.adh4529] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 11/06/2023] [Indexed: 12/01/2023]
Abstract
Individuals with primary and pharmacologic B cell deficiencies have high rates of severe disease and mortality from coronavirus disease 2019 (COVID-19), but the immune responses and clinical outcomes after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and vaccination have yet to be fully defined. Here, we evaluate the cellular immune responses after both SARS-CoV-2 infection and vaccination in patients receiving the anti-CD20 therapy rituximab (RTX) and those with low B cell counts due to common variable immune deficiency (CVID) disease. Assessment of effector and memory CD4+ and CD8+ T cell responses to SARS-CoV-2 revealed elevated reactivity and proliferative capacity after both infection and vaccination in B cell-deficient individuals, particularly within the CD8+ T cell compartment, in comparison with healthy controls. Evaluation of clinical outcomes demonstrates that vaccination of RTX-treated individuals was associated with about 4.8-fold reduced odds of moderate or severe COVID-19 in the absence of vaccine-induced antibodies. Analysis of T cell differentiation demonstrates that RTX administration increases the relative frequency of naïve CD8+ T cells, potentially by depletion of CD8+CD20dim T cells, which are primarily of an effector memory or terminal effector memory (TEMRA) phenotype. However, this also leads to a reduction in preexisting antiviral T cell immunity. Collectively, these data indicate that individuals with B cell deficiencies have enhanced T cell immunity after both SARS-CoV-2 infection and vaccination that potentially accounts for reduced hospitalization and severe disease from subsequent SARS-CoV-2 infection.
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Affiliation(s)
- Reza Zonozi
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Lucy C Walters
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Koch Institute for Integrative Cancer Research, Cambridge, MA 02139, USA
| | - Aaron Shulkin
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Vivek Naranbhai
- Massachusetts General Hospital Cancer Center, Massachusetts General Hospital, Boston, MA 02114, USA
- Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa
- Monash University, Melbourne, VIC 3022, Australia
| | - Pravarut Nithagon
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gabriel Sauvage
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Clarety Kaeske
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Katherine Cosgrove
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Anusha Nathan
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Program in Health Sciences and Technology, Harvard Medical School and Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Rhoda Tano-Menka
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Alton C Gayton
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Matthew A Getz
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Fernando Senjobe
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Daniel Worrall
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Caroline Fromson
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Sydney B Montesi
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Deepak A Rao
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Zachary S Wallace
- Division of Rheumatology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jocelyn R Farmer
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Division of Allergy and Inflammation, Beth Israel Lahey Health, Boston, MA 02215, USA
| | - Bruce D Walker
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa
- Broad Institute, Cambridge, MA 02142, 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
| | - Richelle C Charles
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Karen Laliberte
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - John L Niles
- Vasculitis and Glomerulonephritis Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Gaurav D Gaiha
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA 02139, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
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5
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Moreno LB, de Albuquerque JB, Neary JM, Nguyen T, Hastie KM, Landeras-Bueno S, Hariharan C, Nathan A, Getz MA, Gayton AC, Khatri A, Gaiha GD, Saphire EO, Luster AD, Moon JJ. Identification of mouse CD4 + T cell epitopes in SARS-CoV-2 BA.1 spike and nucleocapsid for use in peptide:MHCII tetramers. bioRxiv 2023:2023.11.16.566918. [PMID: 38014059 PMCID: PMC10680761 DOI: 10.1101/2023.11.16.566918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Understanding adaptive immunity against SARS-CoV-2 is a major requisite for the development of effective vaccines and treatments for COVID-19. CD4+ T cells play an integral role in this process primarily by generating antiviral cytokines and providing help to antibody-producing B cells. To empower detailed studies of SARS-CoV-2-specific CD4+ T cell responses in mouse models, we comprehensively mapped I-Ab-restricted epitopes for the spike and nucleocapsid proteins of the BA.1 variant of concern via IFNγ ELISpot assay. This was followed by the generation of corresponding peptide:MHCII tetramer reagents to directly stain epitope-specific T cells. Using this rigorous validation strategy, we identified 6 reliably immunogenic epitopes in spike and 3 in nucleocapsid, all of which are conserved in the ancestral Wuhan strain. We also validated a previously identified epitope from Wuhan that is absent in BA.1. These epitopes and tetramers will be invaluable tools for SARS-CoV-2 antigen-specific CD4+ T cell studies in mice.
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Affiliation(s)
- Laura Bricio Moreno
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Juliana Barreto de Albuquerque
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Jake M. Neary
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
| | - Thao Nguyen
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
| | - Kathryn M. Hastie
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Sara Landeras-Bueno
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Chitra Hariharan
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
| | - Anusha Nathan
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
- Program in Health Sciences and Technology, Harvard Medical School and Massachusetts Institute of Technology, Boston, MA, United States
| | - Matthew A. Getz
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
| | - Alton C. Gayton
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
| | - Ashok Khatri
- Harvard Medical School, Boston, MA, United States
- Endocrine Division, Massachusetts General Hospital, Boston, MA, United States
| | - Gaurav D. Gaiha
- Harvard Medical School, Boston, MA, United States
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, United States
| | - Erica Ollmann Saphire
- Center for Vaccine Innovation, La Jolla Institute for Immunology, La Jolla, CA, United States
- Department of Medicine, University of California San Diego, La Jolla, CA, United States
| | - Andrew D. Luster
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - James J. Moon
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital, Boston, MA, United States
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, United States
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6
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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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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7
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Li Y, Choudhary MC, Regan J, Boucau J, Nathan A, Speidel T, Liew MY, Edelstein GE, Kawano Y, Uddin R, Deo R, Marino C, Getz MA, Reynold Z, Barry M, Gilbert RF, Tien D, Sagar S, Vyas TD, Flynn JP, Hammond SP, Novack LA, Choi B, Cernadas M, Wallace ZS, Sparks JA, Vyas JM, Seaman MS, Gaiha GD, Siedner MJ, Barczak AK, Lemieux JE, Li JZ. SARS-CoV-2 Viral Clearance and Evolution Varies by Extent of Immunodeficiency. medRxiv 2023:2023.07.31.23293441. [PMID: 37577493 PMCID: PMC10418302 DOI: 10.1101/2023.07.31.23293441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Despite vaccination and antiviral therapies, immunocompromised individuals are at risk for prolonged SARS-CoV-2 infection, but the immune defects that predispose to persistent COVID-19 remain incompletely understood. In this study, we performed detailed viro-immunologic analyses of a prospective cohort of participants with COVID-19. The median time to nasal viral RNA and culture clearance in the severe hematologic malignancy/transplant group (S-HT) were 72 and 40 days, respectively, which were significantly longer than clearance rates in the severe autoimmune/B-cell deficient (S-A), non-severe, and non-immunocompromised groups (P<0.001). Participants who were severely immunocompromised had greater SARS-CoV-2 evolution and a higher risk of developing antiviral treatment resistance. Both S-HT and S-A participants had diminished SARS-CoV-2-specific humoral, while only the S-HT group had reduced T cell-mediated responses. This highlights the varied risk of persistent COVID-19 across immunosuppressive conditions and suggests that suppression of both B and T cell responses results in the highest contributing risk of persistent infection.
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Affiliation(s)
- Yijia Li
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Manish C Choudhary
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - James Regan
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Julie Boucau
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Anusha Nathan
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
- Program in Health Sciences and Technology, Harvard Medical School and Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Tessa Speidel
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - May Yee Liew
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gregory E Edelstein
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Yumeko Kawano
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Rockib Uddin
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rinki Deo
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Caitlin Marino
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Matthew A Getz
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Zahra Reynold
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mamadou Barry
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Rebecca F Gilbert
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dessie Tien
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Shruti Sagar
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tammy D Vyas
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - James P Flynn
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sarah P Hammond
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lewis A Novack
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Bina Choi
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Manuela Cernadas
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Zachary S Wallace
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jeffrey A Sparks
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jatin M Vyas
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Michael S Seaman
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Gaurav D Gaiha
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Mark J Siedner
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Amy K Barczak
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Jacob E Lemieux
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jonathan Z Li
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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8
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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 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] [What about the content of this article? (0)] [Affiliation(s)] [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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9
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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10
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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 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] [What about the content of this article? (0)] [Affiliation(s)] [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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11
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Carter B, Huang P, Liu G, Liang Y, Lin PJC, Peng BH, McKay LGA, Dimitrakakis A, Hsu J, Tat V, Saenkham-Huntsinger P, Chen J, Kaseke C, Gaiha GD, Xu Q, Griffiths A, Tam YK, Tseng CTK, Gifford DK. A pan-variant mRNA-LNP T cell vaccine protects HLA transgenic mice from mortality after infection with SARS-CoV-2 Beta. Front Immunol 2023; 14:1135815. [PMID: 36969239 PMCID: PMC10033589 DOI: 10.3389/fimmu.2023.1135815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 02/06/2023] [Indexed: 03/11/2023] Open
Abstract
Licensed COVID-19 vaccines ameliorate viral infection by inducing production of neutralizing antibodies that bind the SARS-CoV-2 Spike protein and inhibit viral cellular entry. However, the clinical effectiveness of these vaccines is transitory as viral variants escape antibody neutralization. Effective vaccines that solely rely upon a T cell response to combat SARS-CoV-2 infection could be transformational because they can utilize highly conserved short pan-variant peptide epitopes, but a mRNA-LNP T cell vaccine has not been shown to provide effective anti-SARS-CoV-2 prophylaxis. Here we show a mRNA-LNP vaccine (MIT-T-COVID) based on highly conserved short peptide epitopes activates CD8+ and CD4+ T cell responses that attenuate morbidity and prevent mortality in HLA-A*02:01 transgenic mice infected with SARS-CoV-2 Beta (B.1.351). We found CD8+ T cells in mice immunized with MIT-T-COVID vaccine significantly increased from 1.1% to 24.0% of total pulmonary nucleated cells prior to and at 7 days post infection (dpi), respectively, indicating dynamic recruitment of circulating specific T cells into the infected lungs. Mice immunized with MIT-T-COVID had 2.8 (2 dpi) and 3.3 (7 dpi) times more lung infiltrating CD8+ T cells than unimmunized mice. Mice immunized with MIT-T-COVID had 17.4 times more lung infiltrating CD4+ T cells than unimmunized mice (7 dpi). The undetectable specific antibody response in MIT-T-COVID-immunized mice demonstrates specific T cell responses alone can effectively attenuate the pathogenesis of SARS-CoV-2 infection. Our results suggest further study is merited for pan-variant T cell vaccines, including for individuals that cannot produce neutralizing antibodies or to help mitigate Long COVID.
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Affiliation(s)
- Brandon Carter
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Pinghan Huang
- Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, TX, United States
| | - Ge Liu
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Yuejin Liang
- Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, TX, United States
| | | | - Bi-Hung Peng
- Department of Neuroscience, Cell Biology, and Anatomy, The University of Texas Medical Branch, Galveston, TX, United States
| | - Lindsay G. A. McKay
- National Emerging Infectious Diseases Laboratories, Department of Microbiology, Boston University School of Medicine, Boston, MA, United States
| | - Alexander Dimitrakakis
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Jason Hsu
- Department of Neuroscience, Cell Biology, and Anatomy, The University of Texas Medical Branch, Galveston, TX, United States
| | - Vivian Tat
- Department of Pathology, The University of Texas Medical Branch, Galveston, TX, United States
| | - Panatda Saenkham-Huntsinger
- Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, TX, United States
| | - Jinjin Chen
- Department of Biomedical Engineering, Tufts University, Medford, MA, United States
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
| | - Gaurav D. Gaiha
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, United States
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, United States
| | - Qiaobing Xu
- Department of Biomedical Engineering, Tufts University, Medford, MA, United States
| | - Anthony Griffiths
- National Emerging Infectious Diseases Laboratories, Department of Microbiology, Boston University School of Medicine, Boston, MA, United States
| | | | - Chien-Te K. Tseng
- Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, TX, United States
- Department of Neuroscience, Cell Biology, and Anatomy, The University of Texas Medical Branch, Galveston, TX, United States
- Department of Pathology, The University of Texas Medical Branch, Galveston, TX, United States
- *Correspondence: Chien-Te K. Tseng, ; David K. Gifford,
| | - David K. Gifford
- Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, United States
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
- *Correspondence: Chien-Te K. Tseng, ; David K. Gifford,
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12
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Naranbhai V, Garcia-Beltran WF, Chang CC, Berrios Mairena C, Thierauf JC, Kirkpatrick G, Onozato ML, Cheng J, St Denis KJ, Lam EC, Kaseke C, Tano-Menka R, Yang D, Pavlovic M, Yang W, Kui A, Miller TE, Astudillo MG, Cahill JE, Dighe AS, Gregory DJ, Poznansky MC, Gaiha GD, Balazs AB, Iafrate AJ. Comparative Immunogenicity and Effectiveness of mRNA-1273, BNT162b2, and Ad26.COV2.S COVID-19 Vaccines. J Infect Dis 2022; 225:1141-1150. [PMID: 34888672 PMCID: PMC8689763 DOI: 10.1093/infdis/jiab593] [Citation(s) in RCA: 78] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 12/08/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Understanding immunogenicity and effectiveness of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccines is critical to guide rational use. METHODS We compared the immunogenicity of mRNA-1273, BNT-162b2, and Ad26.COV2.S in healthy ambulatory adults. We performed an inverse-variance meta-analysis of population-level effectiveness from public health reports in > 40 million individuals. RESULTS A single dose of either mRNA vaccine yielded comparable antibody and neutralization titers to convalescent individuals. Ad26.COV2.S yielded lower antibody concentrations and frequently undetectable neutralization titers. Bulk and cytotoxic T-cell responses were higher in mRNA1273 and BNT162b2 than Ad26.COV2.S recipients. Regardless of vaccine, <50% of vaccinees demonstrated CD8+ T-cell responses. Antibody concentrations and neutralization titers increased comparably after the first dose of either vaccine, and further in recipients of a second dose. Prior infection was associated with high antibody concentrations and neutralization even after a single dose and regardless of vaccine. Neutralization of Beta, Gamma, and Delta strains were poorer regardless of vaccine. In meta-analysis, relative to mRNA1273 the effectiveness of BNT162b2 was lower against infection and hospitalization, and Ad26COV2.S was lower against infection, hospitalization, and death. CONCLUSIONS Variation in the immunogenicity correlates with variable effectiveness of the 3 vaccines deployed in the United States.
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Affiliation(s)
- Vivek Naranbhai
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Center for the AIDS Programme of Research in South Africa, Durban, South Africa
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Christina C Chang
- Center for the AIDS Programme of Research in South Africa, Durban, South Africa
- University of New South Wales, Sydney, Australia
- Monash University, Melbourne, Australia
| | | | - Julia C Thierauf
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Grace Kirkpatrick
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Maristela L Onozato
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Ju Cheng
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kerri J St Denis
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Evan C Lam
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Diane Yang
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Maia Pavlovic
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Wendy Yang
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alexander Kui
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Tyler E Miller
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michael G Astudillo
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jennifer E Cahill
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Anand S Dighe
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - David J Gregory
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mark C Poznansky
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Vaccine and Immunotherapy Center, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | | | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, USA
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13
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Naranbhai V, Nathan A, Kaseke C, Berrios C, Khatri A, Choi S, Getz MA, Tano-Menka R, Ofoman O, Gayton A, Senjobe F, Zhao Z, St Denis KJ, Lam EC, Carrington M, Garcia-Beltran WF, Balazs AB, Walker BD, Iafrate AJ, Gaiha GD. T cell reactivity to the SARS-CoV-2 Omicron variant is preserved in most but not all individuals. Cell 2022; 185:1259. [PMID: 35364034 PMCID: PMC8969090 DOI: 10.1016/j.cell.2022.03.022] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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14
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Naranbhai V, Nathan A, Kaseke C, Berrios C, Khatri A, Choi S, Getz MA, Tano-Menka R, Ofoman O, Gayton A, Senjobe F, Zhao Z, St Denis KJ, Lam EC, Carrington M, Garcia-Beltran WF, Balazs AB, Walker BD, Iafrate AJ, Gaiha GD. T cell reactivity to the SARS-CoV-2 Omicron variant is preserved in most but not all individuals. Cell 2022; 185:1041-1051.e6. [PMID: 35202566 PMCID: PMC8810349 DOI: 10.1016/j.cell.2022.01.029] [Citation(s) in RCA: 153] [Impact Index Per Article: 76.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 01/04/2022] [Accepted: 01/28/2022] [Indexed: 01/11/2023]
Abstract
The SARS-CoV-2 Omicron variant (B.1.1.529) contains mutations that mediate escape from antibody responses, although the extent to which these substitutions in spike and non-spike proteins affect T cell recognition is unknown. In this study, we show that T cell responses in individuals with prior infection, vaccination, both prior infection and vaccination, and boosted vaccination are largely preserved to Omicron spike and non-spike proteins. However, we also identify a subset of individuals (∼21%) with a >50% reduction in T cell reactivity to the Omicron spike. Evaluation of functional CD4+ and CD8+ memory T cell responses confirmed these findings and revealed that reduced recognition to Omicron spike is primarily observed within the CD8+ T cell compartment potentially due to escape from HLA binding. Booster vaccination enhanced T cell responses to Omicron spike. In contrast to neutralizing immunity, these findings suggest preservation of T cell responses to the Omicron variant, although with reduced reactivity in some individuals.
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Affiliation(s)
- Vivek Naranbhai
- Massachusetts General Hospital Cancer Center, Massachusetts General Hospital, Boston, MA 02114, USA; Dana-Farber Cancer Institute, Boston, MA 02215, USA; Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa.
| | - Anusha Nathan
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Program in Health Sciences & Technology, Harvard Medical School, Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Cristhian Berrios
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ashok Khatri
- Massachusetts General Hospital Endocrine Division and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Shawn Choi
- Massachusetts General Hospital Endocrine Division and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Matthew A Getz
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Onosereme Ofoman
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Alton Gayton
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Fernando Senjobe
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Zezhou Zhao
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Program in Health Sciences & Technology, Harvard Medical School, Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Kerri J St Denis
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Evan C Lam
- Ragon Institute of MGH, MIT and Harvard, 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 in the Laboratory of Integrative Cancer Immunology, National Cancer Institute, Bethesda, MD 20892, USA
| | - Wilfredo F Garcia-Beltran
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Bruce D Walker
- Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa; Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; The Broad Institute, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Institute for Medical Engineering and Science, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, 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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15
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Naranbhai V, Nathan A, Kaseke C, Berrios C, Khatri A, Choi S, Getz MA, Tano-Menka R, Ofoman O, Gayton A, Senjobe F, Denis KJS, Lam EC, Garcia-Beltran WF, Balazs AB, Walker BD, Iafrate AJ, Gaiha GD. T cell reactivity to the SARS-CoV-2 Omicron variant is preserved in most but not all prior infected and vaccinated individuals. medRxiv 2022:2022.01.04.21268586. [PMID: 35018386 PMCID: PMC8750712 DOI: 10.1101/2022.01.04.21268586] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The SARS-CoV-2 Omicron variant (B.1.1.529) contains mutations that mediate escape from infection and vaccine-induced antibody responses, although the extent to which these substitutions in spike and non-spike proteins affect T cell recognition is unknown. Here we show that T cell responses in individuals with prior infection, vaccination, both prior infection and vaccination, and boosted vaccination are largely preserved to Omicron spike and non-spike proteins. However, we also identify a subset of individuals (∼21%) with a >50% reduction in T cell reactivity to the Omicron spike. Evaluation of functional CD4 + and CD8 + memory T cell responses confirmed these findings and reveal that reduced recognition to Omicron spike is primarily observed within the CD8 + T cell compartment. Booster vaccination substantially enhanced T cell responses to Omicron spike. In contrast to neutralizing immunity, these findings suggest preservation of T cell responses to the Omicron variant, although with reduced reactivity in some individuals.
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16
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Naranbhai V, Garcia-Beltran WF, Chang CC, Mairena CB, Thierauf JC, Kirkpatrick G, Onozato ML, Cheng J, St. Denis KJ, Lam EC, Kaseke C, Tano-Menka R, Yang D, Pavlovic M, Yang W, Kui A, Miller TE, Astudillo MG, Cahill JE, Dighe AS, Gregory DJ, Poznansky MC, Gaiha GD, Balazs AB, Iafrate AJ. Comparative immunogenicity and effectiveness of mRNA-1273, BNT162b2 and Ad26.COV2.S COVID-19 vaccines. medRxiv 2021:2021.07.18.21260732. [PMID: 34671780 PMCID: PMC8528089 DOI: 10.1101/2021.07.18.21260732] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND Understanding immunogenicity and effectiveness of SARS-CoV-2 vaccines is critical to guide rational use. METHODS We compared the immunogenicity of mRNA-1273, BNT-162b2 or Ad26.COV2.S in ambulatory adults in Massachusetts, USA. To correlate immunogenicity with effectiveness of the three vaccines, we performed an inverse-variance meta-analysis of population level effectiveness from public health reports in >40 million individuals. RESULTS A single dose of either mRNA vaccine yielded comparable antibody and neutralization titers to convalescent individuals. Ad26.COV2.S yielded lower antibody concentrations and frequently negative neutralization titers. Bulk and cytotoxic T-cell responses were higher in mRNA1273 and BNT162b2 than Ad26.COV2.S recipients, and <50% of vaccinees demonstrate CD8+ T-cell responses to spike peptides. Antibody concentrations and neutralization titers increased comparably after the first dose of either vaccine, and further in recipients of a second dose. Prior infection was associated with high antibody concentrations and neutralization even after a single dose and regardless of vaccine. Neutralization of beta, gamma and delta strains were poorer regardless of vaccine. Relative to mRNA1273, the effectiveness of BNT162b2 was lower against infection and hospitalization; and Ad26COV2.S was lower against infection, hospitalization and death. CONCLUSIONS Variation in the immunogenicity correlates with variable effectiveness of the three FDA EUA vaccines deployed in the USA.
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17
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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18
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Abstract
The development of an effective human immunodeficiency virus (HIV) cure is a critical global health priority. A major obstacle to this effort is the establishment of a latent reservoir of HIV infected cells, which necessitates lifelong therapy, causing both logistical and adherence burdens for infected individuals. However, in a subset of these individuals, cytotoxic T lymphocytes (CTLs) can durably suppress viral outgrowth in the absence of therapy, providing a path towards a viable HIV cure. In this review, we discuss the emerging role that CTLs have in HIV cure efforts, with particular emphasis on epitope specificity. Recent studies have demonstrated that successful in vivo containment of the virus is rooted in the specific targeting of fitness-constrained, mutation-resistant regions of the HIV proteome. We highlight these new insights, providing context with previous observations in HIV and other models of viral control, and delineate their translation into a therapeutic vaccine.
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Affiliation(s)
- Clarety Kaseke
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachusetts, USA
| | - Rhoda Tano-Menka
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachusetts, USA
| | - Fernando Senjobe
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachusetts, USA.,Virology Program, Harvard Medical School, Boston, Massachusetts, USA
| | - Gaurav D Gaiha
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology, and Harvard, Cambridge, Massachusetts, USA.,Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
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19
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Kaseke C, Park RJ, Singh NK, Koundakjian D, Bashirova A, Garcia Beltran WF, Takou Mbah OC, Ma J, Senjobe F, Urbach JM, Nathan A, Rossin EJ, Tano-Menka R, Khatri A, Piechocka-Trocha A, Waring MT, Birnbaum ME, Baker BM, Carrington M, Walker BD, Gaiha GD. HLA class-I-peptide stability mediates CD8 + T cell immunodominance hierarchies and facilitates HLA-associated immune control of HIV. Cell Rep 2021; 36:109378. [PMID: 34260940 PMCID: PMC8293625 DOI: 10.1016/j.celrep.2021.109378] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/24/2021] [Accepted: 06/18/2021] [Indexed: 11/29/2022] Open
Abstract
Defining factors that govern CD8+ T cell immunodominance is critical for the rational design of vaccines for viral pathogens. Here, we assess the contribution of human leukocyte antigen (HLA) class-I-peptide stability for 186 optimal HIV epitopes across 18 HLA alleles using transporter associated with antigen processing (TAP)-deficient mono-allelic HLA-expressing cell lines. We find that immunodominant HIV epitopes increase surface stabilization of HLA class-I molecules in comparison to subdominant epitopes. HLA class-I-peptide stability is also strongly correlated with overall immunodominance hierarchies, particularly for epitopes from high-abundance proteins (e.g., Gag). Moreover, HLA alleles associated with HIV protection are preferentially stabilized by epitopes derived from topologically important viral regions at a greater frequency than neutral and risk alleles. These findings indicate that relative stabilization of HLA class-I is a key factor for CD8+ T cell epitope immunodominance hierarchies, with implications for HIV control and the design of T-cell-based vaccines. TAP-deficient HLA-expressing cells provide rapid assessment of HLA-peptide stability Immunodominant HIV CD8+ T cell epitopes are superior stabilizers of HLA molecules HLA class-I-peptide stability correlates with overall immunodominance hierarchies Protective HLA alleles are preferentially stabilized by highly networked epitopes
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Affiliation(s)
- Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ryan J Park
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Harvard Radiation Oncology Program, Boston, MA 02114, 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
| | | | - Arman Bashirova
- Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Wilfredo F Garcia Beltran
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | - Jiaqi Ma
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA; Harper Cancer Research Institute, University of Notre Dame, South Bend, IN 46556, USA
| | - Fernando Senjobe
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Program in Virology, Harvard Medical School, Boston, MA 02114, USA
| | | | - Anusha Nathan
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Elizabeth J Rossin
- Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA; The Broad Institute, Cambridge, MA 02142, USA
| | - Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ashok Khatri
- Massachusetts General Hospital Endocrine Unit and Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Michael T Waring
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, 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
| | - Brian M Baker
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA; Harper Cancer Research Institute, University of Notre Dame, South Bend, IN 46556, USA
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; The Broad Institute, Cambridge, MA 02142, USA; Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa; 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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20
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Nathan A, Rossin EJ, Kaseke C, Park RJ, Khatri A, Koundakjian D, Urbach JM, Singh NK, Bashirova A, Tano-Menka R, Senjobe F, Waring MT, Piechocka-Trocha A, Garcia-Beltran WF, Iafrate AJ, Naranbhai V, Carrington M, Walker BD, Gaiha GD. Structure-guided T cell vaccine design for SARS-CoV-2 variants and sarbecoviruses. Cell 2021; 184:4401-4413.e10. [PMID: 34265281 PMCID: PMC8241654 DOI: 10.1016/j.cell.2021.06.029] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 04/02/2021] [Accepted: 06/24/2021] [Indexed: 12/05/2022]
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants that escape convalescent and vaccine-induced antibody responses has renewed focus on the development of broadly protective T-cell-based vaccines. Here, we apply structure-based network analysis and assessments of HLA class I peptide stability to define mutationally constrained CD8+ T cell epitopes across the SARS-CoV-2 proteome. Highly networked residues are conserved temporally among circulating variants and sarbecoviruses and disproportionately impair spike pseudotyped lentivirus infectivity when mutated. Evaluation of HLA class I stabilizing activity for 18 globally prevalent alleles identifies CD8+ T cell epitopes within highly networked regions with limited mutational frequencies in circulating SARS-CoV-2 variants and deep-sequenced primary isolates. Moreover, these epitopes elicit demonstrable CD8+ T cell reactivity in convalescent individuals but reduced recognition in recipients of mRNA-based vaccines. These data thereby elucidate key mutationally constrained regions and immunogenic epitopes in the SARS-CoV-2 proteome for a global T-cell-based vaccine against emerging variants and SARS-like coronaviruses.
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Affiliation(s)
- Anusha Nathan
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Program in Health Sciences & Technology, Harvard Medical School & Massachusetts Institute of Technology, Boston, MA 02115, USA
| | - Elizabeth J Rossin
- The Broad Institute, Cambridge, MA 02142, USA; Harvard Medical School Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA
| | - Clarety Kaseke
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Ryan J Park
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Harvard Radiation Oncology Program, Boston, MA 02114, USA
| | - Ashok Khatri
- Massachusetts General Hospital Endocrine Division and Department of Medicine, Harvard Medical School, Boston, MA 02114, 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
| | - Arman Bashirova
- Basic Science Program, Frederick National Laboratory for Cancer Research in the Laboratory of Integrative Cancer Immunology, National Cancer Institute, Bethesda, MD 20892, USA
| | - Rhoda Tano-Menka
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Fernando Senjobe
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Program in Virology, Harvard Medical School, Boston, MA 02115, USA
| | - Michael T Waring
- 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
| | - Wilfredo F Garcia-Beltran
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Department of Pathology, Massachusetts General Hospital, MA 02115, USA
| | - A John Iafrate
- Department of Pathology, Massachusetts General Hospital, MA 02115, USA
| | - Vivek Naranbhai
- Department of Medicine, Massachusetts General Hospital, Boston, MA 02115, USA; Dana-Farber Cancer Institute, Boston, MA 02215, USA; Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa
| | - Mary Carrington
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; Basic Science Program, Frederick National Laboratory for Cancer Research in the Laboratory of Integrative Cancer Immunology, National Cancer Institute, Bethesda, MD 20892, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA; The Broad Institute, Cambridge, MA 02142, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Center for the AIDS Programme of Research in South Africa, Durban 4001, South Africa; 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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21
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Garcia-Bates TM, Palma ML, Anderko RR, Hsu DC, Ananworanich J, Korber BT, Gaiha GD, Phanuphak N, Thomas R, Tovanabutra S, Walker BD, Mellors JW, Piazza PA, Kroon E, Riddler SA, Michael NL, Rinaldo CR, Mailliard RB. Dendritic cells focus CTL responses toward highly conserved and topologically important HIV-1 epitopes. EBioMedicine 2021; 63:103175. [PMID: 33450518 PMCID: PMC7811131 DOI: 10.1016/j.ebiom.2020.103175] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 12/01/2020] [Accepted: 12/02/2020] [Indexed: 11/05/2022] Open
Abstract
Background During early HIV-1 infection, immunodominant T cell responses to highly variable epitopes lead to the establishment of immune escape virus variants. Here we assessed a type 1-polarized monocyte-derived dendritic cell (MDC1)-based approach to selectively elicit cytotoxic T lymphocyte (CTL) responses against highly conserved and topologically important HIV-1 epitopes in HIV-1-infected individuals from the Thailand RV254/SEARCH 010 cohort who initiated antiretroviral therapy (ART) during early infection (Fiebig stages I-IV). Methods Autologous MDC1 were used as antigen presenting cells to induce in vitro CTL responses against HIV-1 Gag, Pol, Env, and Nef as determined by flow cytometry and ELISpot assay. Ultra-conserved or topologically important antigens were respectively identified using the Epigraph tool and a structure-based network analysis approach and compared to overlapping peptides spanning the Gag proteome. Findings MDC1 presenting either the overlapping Gag, Epigraph, or Network 14–21mer peptide pools consistently activated and expanded HIV-1-specific T cells to epitopes identified at the 9–13mer peptide level. Interestingly, some CTL responses occurred outside known or expected HLA associations, providing evidence of new HLA-associated CTL epitopes. Comparative analyses demonstrated more sequence conservation among Epigraph antigens but a higher magnitude of CTL responses to Network and Gag peptide groups. Importantly, CTL responses against topologically constrained Gag epitopes contained in both the Network and Gag peptide pools were selectively enhanced in the Network pool-initiated cultures. Interpretation Our study supports the use of MDC1 as a therapeutic strategy to induce and focus CTL responses toward putative fitness-constrained regions of HIV-1 to prevent immune escape and control HIV-1 infection. Funding A full list of the funding sources is detailed in the Acknowledgment section of the manuscript.
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Affiliation(s)
- Tatiana M Garcia-Bates
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, PA, United States
| | - Mariana L Palma
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, PA, United States
| | - Renee R Anderko
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, PA, United States
| | - Denise C Hsu
- Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand; U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States; Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States; Center for Infectious Diseases Research, Walter Reed Army Institute of Research Silver Spring, MD, United States; SEARCH, The Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | - Jintanat Ananworanich
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States; Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States; Center for Infectious Diseases Research, Walter Reed Army Institute of Research Silver Spring, MD, United States; SEARCH, The Thai Red Cross AIDS Research Centre, Bangkok, Thailand; Department of Global Health, Amsterdam University Medical Centers, University of Amsterdam, and Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
| | - Bette T Korber
- Los Alamos National Laboratory, Los Alamos, NM, New Mexico Consortium, Los Alamos, NM, United States
| | - Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, United States; Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA, United States
| | | | - Rasmi Thomas
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States; Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States; Center for Infectious Diseases Research, Walter Reed Army Institute of Research Silver Spring, MD, United States
| | - Sodsai Tovanabutra
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States; Henry M Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States; Center for Infectious Diseases Research, Walter Reed Army Institute of Research Silver Spring, MD, United States
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, United States; Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA, United States; The Broad Institute of MIT and Harvard, Cambridge, MA, United States; Howard Hughes Medical Institute, Chevy Chase, MD, United States
| | - John W Mellors
- Institute for Medical Engineering and Science, MIT, Cambridge, MA, United States
| | - Paolo A Piazza
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, PA, United States
| | - Eugene Kroon
- SEARCH, The Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | - Sharon A Riddler
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Nelson L Michael
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, United States; Center for Infectious Diseases Research, Walter Reed Army Institute of Research Silver Spring, MD, United States
| | - Charles R Rinaldo
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, PA, United States; Department of Pathology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Robbie B Mailliard
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Graduate School of Public Health, Pittsburgh, PA, United States.
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22
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Choi B, Choudhary MC, Regan J, Sparks JA, Padera RF, Qiu X, Solomon IH, Kuo HH, Boucau J, Bowman K, Adhikari UD, Winkler ML, Mueller AA, Hsu TYT, Desjardins M, Baden LR, Chan BT, Walker BD, Lichterfeld M, Brigl M, Kwon DS, Kanjilal S, Richardson ET, Jonsson AH, Alter G, Barczak AK, Hanage WP, Yu XG, Gaiha GD, Seaman MS, Cernadas M, Li JZ. Persistence and Evolution of SARS-CoV-2 in an Immunocompromised Host. N Engl J Med 2020; 383:2291-2293. [PMID: 33176080 PMCID: PMC7673303 DOI: 10.1056/nejmc2031364] [Citation(s) in RCA: 826] [Impact Index Per Article: 206.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Bina Choi
- Brigham and Women's Hospital, Boston, MA
| | | | | | | | | | - Xueting Qiu
- Harvard T.H. Chan School of Public Health, Boston, MA
| | | | | | - Julie Boucau
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Galit Alter
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
| | - Amy K Barczak
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
| | | | - Xu G Yu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA
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23
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Gaiha GD, Rossin EJ, Urbach J, Landeros C, Collins DR, Nwonu C, Muzhingi I, Anahtar MN, Waring OM, Piechocka-Trocha A, Waring M, Worrall DP, Ghebremichael MS, Newman RM, Power KA, Allen TM, Chodosh J, Walker BD. Structural topology defines protective CD8 + T cell epitopes in the HIV proteome. Science 2019; 364:480-484. [PMID: 31048489 DOI: 10.1126/science.aav5095] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2018] [Accepted: 03/25/2019] [Indexed: 12/26/2022]
Abstract
Mutationally constrained epitopes of variable pathogens represent promising targets for vaccine design but are not reliably identified by sequence conservation. In this study, we employed structure-based network analysis, which applies network theory to HIV protein structure data to quantitate the topological importance of individual amino acid residues. Mutation of residues at important network positions disproportionately impaired viral replication and occurred with high frequency in epitopes presented by protective human leukocyte antigen (HLA) class I alleles. Moreover, CD8+ T cell targeting of highly networked epitopes distinguished individuals who naturally control HIV, even in the absence of protective HLA alleles. This approach thereby provides a mechanistic basis for immune control and a means to identify CD8+ T cell epitopes of topological importance for rational immunogen design, including a T cell-based HIV vaccine.
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Affiliation(s)
- Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Elizabeth J Rossin
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA
| | - Jonathan Urbach
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | | | - David R Collins
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Chioma Nwonu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Itai Muzhingi
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Melis N Anahtar
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Olivia M Waring
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Michael Waring
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Daniel P Worrall
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | | | - Ruchi M Newman
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Karen A Power
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Todd M Allen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - James Chodosh
- Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA. .,The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA.,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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24
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Abstract
A new macaque study by Cartwright et al. (2016) suggests that CD8(+) T cells could play a previously unrecognized role in the suppression of HIV-1 during ongoing antiretroviral therapy.
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Affiliation(s)
- Gaurav D Gaiha
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 02815, USA.
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25
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Gaiha GD, McKim KJ, Woods M, Pertel T, Rohrbach J, Barteneva N, Chin CR, Liu D, Soghoian DZ, Cesa K, Wilton S, Waring MT, Chicoine A, Doering T, Wherry EJ, Kaufmann DE, Lichterfeld M, Brass AL, Walker BD. Dysfunctional HIV-specific CD8+ T cell proliferation is associated with increased caspase-8 activity and mediated by necroptosis. Immunity 2014; 41:1001-12. [PMID: 25526311 DOI: 10.1016/j.immuni.2014.12.011] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Accepted: 12/04/2014] [Indexed: 02/04/2023]
Abstract
Decreased HIV-specific CD8(+) T cell proliferation is a hallmark of chronic infection, but the mechanisms of decline are unclear. We analyzed gene expression profiles from antigen-stimulated HIV-specific CD8(+) T cells from patients with controlled and uncontrolled infection and identified caspase-8 as a correlate of dysfunctional CD8(+) T cell proliferation. Caspase-8 activity was upregulated in HIV-specific CD8(+) T cells from progressors and correlated positively with disease progression and programmed cell death-1 (PD-1) expression, but negatively with proliferation. In addition, progressor cells displayed a decreased ability to upregulate membrane-associated caspase-8 activity and increased necrotic cell death following antigenic stimulation, implicating the programmed cell death pathway necroptosis. In vitro necroptosis blockade rescued HIV-specific CD8(+) T cell proliferation in progressors, as did silencing of necroptosis mediator RIPK3. Thus, chronic stimulation leading to upregulated caspase-8 activity contributes to dysfunctional HIV-specific CD8(+) T cell proliferation through activation of necroptosis and increased cell death.
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Affiliation(s)
| | | | | | - Thomas Pertel
- Center for Neurologic Diseases, Brigham and Women's Hospital, Boston, MA 02115, USA
| | | | - Natasha Barteneva
- Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, MA 02115, USA
| | - Christopher R Chin
- Ragon Institute of MGH, Cambridge, MA 02139, USA; Department of Microbiology and Physiological Systems (MaPS), University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Dongfang Liu
- Center for Human Immunobiology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - Kevin Cesa
- Ragon Institute of MGH, Cambridge, MA 02139, USA
| | | | - Michael T Waring
- Ragon Institute of MGH, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | | | - Travis Doering
- Hofstra North Shore-LIJ School of Medicine, Hempstead, NY 11549, USA
| | - E John Wherry
- Department of Microbiology and Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Daniel E Kaufmann
- Ragon Institute of MGH, Cambridge, MA 02139, USA; Centre de Recherche du Centre Hospitalier de l'Universite de Montreal (CRCHUM), Montreal, QC H2X 0A9, Canada
| | - Mathias Lichterfeld
- Ragon Institute of MGH, Cambridge, MA 02139, USA; Infectious Disease Division, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Abraham L Brass
- Ragon Institute of MGH, Cambridge, MA 02139, USA; Department of Microbiology and Physiological Systems (MaPS), University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Bruce D Walker
- Ragon Institute of MGH, Cambridge, MA 02139, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Infectious Disease Division, Massachusetts General Hospital, Boston, MA 02114, USA.
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26
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Zhu J, Davoli T, Perriera JM, Chin CR, Gaiha GD, John SP, Sigiollot FD, Gao G, Xu Q, Qu H, Pertel T, Sims JS, Smith JA, Baker RE, Maranda L, Ng A, Elledge SJ, Brass AL. Comprehensive identification of host modulators of HIV-1 replication using multiple orthologous RNAi reagents. Cell Rep 2014; 9:752-66. [PMID: 25373910 PMCID: PMC4926641 DOI: 10.1016/j.celrep.2014.09.031] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Revised: 07/06/2014] [Accepted: 09/16/2014] [Indexed: 11/17/2022] Open
Abstract
RNAi screens have implicated hundreds of host proteins as HIV-1 dependency factors (HDFs). While informative, these early studies overlap poorly due to false positives and false negatives. To ameliorate these issues, we combined information from the existing HDF screens together with new screens performed with multiple orthologous RNAi reagents (MORR). In addition to being traditionally validated, the MORR screens and the historical HDF screens were quantitatively integrated by the adaptation of an established analysis program, RIGER, for the collective interpretation of each gene’s phenotypic significance. False positives were addressed by the removal of poorly expressed candidates through gene expression filtering, as well as with GESS, which identifies off-target effects. This workflow produced a quantitatively integrated network of genes that modulate HIV-1 replication. We further investigated the roles of GOLGI49, SEC13, and COG in HIV-1 replication. Collectively, the MORR-RIGER method minimized the caveats of RNAi screening and improved our understanding of HIV-1–host cell interactions.
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Affiliation(s)
- Jian Zhu
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA
| | - Teresa Davoli
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA
| | - Jill M Perriera
- Microbiology and Physiological Systems (MaPS) Department, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Christopher R Chin
- Microbiology and Physiological Systems (MaPS) Department, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Gaurav D Gaiha
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard University, Charlestown, MA 02129, USA
| | - Sinu P John
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard University, Charlestown, MA 02129, USA
| | | | - Geng Gao
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA
| | - Qikai Xu
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA
| | - Hongjing Qu
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA
| | - Thomas Pertel
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard University, Charlestown, MA 02129, USA
| | - Jennifer S Sims
- Ragon Institute of Massachusetts General Hospital, MIT and Harvard University, Charlestown, MA 02129, USA
| | - Jennifer A Smith
- ICCB-Longwood Screening Facility, Harvard Medical School, 250 Longwood Avenue, Boston, MA 02115, USA
| | - Richard E Baker
- Microbiology and Physiological Systems (MaPS) Department, University of Massachusetts Medical School, Worcester, MA 01655, USA
| | - Louise Maranda
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, 55 Lake Avenue, North Worcester, MA 01655, USA
| | - Aylwin Ng
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Stephen J Elledge
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA.
| | - Abraham L Brass
- Microbiology and Physiological Systems (MaPS) Department, University of Massachusetts Medical School, Worcester, MA 01655, USA; Ragon Institute of Massachusetts General Hospital, MIT and Harvard University, Charlestown, MA 02129, USA.
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27
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Zhu J, Gaiha GD, John SP, Pertel T, Chin CR, Gao G, Qu H, Walker BD, Elledge SJ, Brass AL. Reactivation of latent HIV-1 by inhibition of BRD4. Cell Rep 2012; 2:807-16. [PMID: 23041316 DOI: 10.1016/j.celrep.2012.09.008] [Citation(s) in RCA: 188] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Revised: 09/10/2012] [Accepted: 09/14/2012] [Indexed: 10/27/2022] Open
Abstract
HIV-1 depends on many host factors for propagation. Other host factors, however, antagonize HIV-1 and may have profound effects on viral activation. Curing HIV-1 requires the reduction of latent viral reservoirs that remain in the face of antiretroviral therapy. Using orthologous genetic screens, we identified bromodomain containing 4 (BRD4) as a negative regulator of HIV-1 replication. Antagonism of BRD4, via RNA interference or with a small molecule inhibitor, JQ1, both increased proviral transcriptional elongation and alleviated HIV-1 latency in cell-line models. In multiple instances, JQ1, when used in combination with the NF-κB activators Prostratin or PHA, enhanced the in vitro reactivation of latent HIV-1 in primary T cells. These data are consistent with a model wherein BRD4 competes with the virus for HIV-1 dependency factors (HDFs) and suggests that combinatorial therapies that activate HDFs and antagonize HIV-1 competitive factors may be useful for curing HIV-1 infection.
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Affiliation(s)
- Jian Zhu
- Department of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02127, USA
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28
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Gaiha GD, Dong T, Palaniyar N, Mitchell DA, Reid KBM, Clark HW. Surfactant Protein A Binds to HIV and Inhibits Direct Infection of CD4+Cells, but Enhances Dendritic Cell-Mediated Viral Transfer. J Immunol 2008; 181:601-9. [DOI: 10.4049/jimmunol.181.1.601] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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