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van den Dijssel J, Konijn VAL, Duurland MC, de Jongh R, Koets L, Veldhuisen B, Raaphorst H, Turksma AW, Freen‐van Heeren JJ, Steenhuis M, Rispens T, van der Schoot CE, van Ham SM, van Lier RAW, van Gisbergen KPJM, ten Brinke A, van de Sandt CE. Age and Latent Cytomegalovirus Infection Do Not Affect the Magnitude of De Novo SARS-CoV-2-Specific CD8 + T Cell Responses. Eur J Immunol 2025; 55:e202451565. [PMID: 40071711 PMCID: PMC11898545 DOI: 10.1002/eji.202451565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/16/2025] [Accepted: 01/17/2025] [Indexed: 03/15/2025]
Abstract
Immunosenescence, age-related immune dysregulation, reduces immunity upon vaccinations and infections. Cytomegalovirus (CMV) infection results in declining naïve (Tnaïve) and increasing terminally differentiated (Temra) T cell populations, further aggravating immune aging. Both immunosenescence and CMV have been speculated to hamper the formation of protective T-cell immunity against novel or emerging pathogens. The SARS-CoV-2 pandemic presented a unique opportunity to examine the impact of age and/or CMV on the generation of de novo SARS-CoV-2-specific CD8+ T cell responses in 40 younger (22-40 years) and 37 older (50-66 years) convalescent individuals. Heterotetramer combinatorial coding combined with phenotypic markers were used to study 35 SARS-CoV-2 epitope-specific CD8+ T cell populations directly ex vivo. Neither age nor CMV affected SARS-CoV-2-specific CD8+ T cell frequencies, despite reduced total CD8+ Tnaïve cells in older CMV- and CMV+ individuals. Robust SARS-CoV-2-specific central memory CD8+ T (Tcm) responses were detected in younger and older adults regardless of CMV status. Our data demonstrate that immune aging and CMV status did not impact the SARS-CoV-2-specific CD8+ T cell response. However, SARS-CoV-2-specific CD8+ T cells of older CMV- individuals displayed the lowest stem cell memory (Tscm), highest Temra and PD1+ populations, suggesting that age, not CMV, may impact long-term SARS-CoV-2 immunity.
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Affiliation(s)
- Jet van den Dijssel
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
| | - Veronique A. L. Konijn
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
| | - Mariël C Duurland
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
| | - Rivka de Jongh
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
| | - Lianne Koets
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- National Screening Laboratory of SanquinResearch and Laboratory ServicesAmsterdamThe Netherlands
| | - Barbera Veldhuisen
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Department of Immunohematology DiagnosticsSanquin Diagnostic ServicesAmsterdamThe Netherlands
| | | | | | | | - Maurice Steenhuis
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - Theo Rispens
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
- Amsterdam UMC location Vrije Universiteit AmsterdamMolecular Cell Biology and ImmunologyAmsterdamThe Netherlands
| | - C Ellen van der Schoot
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - S. Marieke van Ham
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
- Swammerdam Institute for Life SciencesUniversity of AmsterdamAmsterdamThe Netherlands
| | | | - Klaas P. J. M. van Gisbergen
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
- Physiology and Cancer Programme, Champalimaud ResearchChampalimaud FoundationLisboaPortugal
| | - Anja ten Brinke
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
| | - Carolien E. van de Sandt
- Sanquin Research and Landsteiner Laboratory, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Amsterdam Institute for Immunology and Infectious DiseasesAmsterdamThe Netherlands
- Department of Microbiology and ImmunologyUniversity of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneVictoriaAustralia
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2
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Fahnøe U, Feng S, Underwood AP, Jacobsen K, Ameri A, Blicher TH, Sølund CS, Rosenberg BR, Brix L, Weis N, Bukh J. T cell receptor usage and epitope specificity amongst CD8 + and CD4 + SARS-CoV-2-specific T cells. Front Immunol 2025; 16:1510436. [PMID: 40092978 PMCID: PMC11906682 DOI: 10.3389/fimmu.2025.1510436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 01/02/2025] [Indexed: 03/19/2025] Open
Abstract
Introduction The coronavirus disease 2019 (COVID-19) pandemic, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has highlighted the critical importance of understanding protective long-lasting immune responses. This study investigates the epitope specificity, T cell receptor (TCR) usage, and phenotypic changes in SARS-CoV-2-specfic CD8+ and CD4+ T cells over time in convalescent individuals with COVID-19. Methods Peripheral blood mononuclear cells (PBMCs) were collected from 28 unvaccinated individuals with primary SARS-CoV-2 infection (6 identified as the D614G variant, clade 20C) and analyzed up to 12 months post-symptom onset. Antigen-specific CD8+ and CD4+ T cells were analyzed using flow cytometry and single-cell RNA sequencing (scRNAseq) using specific dextramer and antibody reagents. TCR clonotypes and activation markers were characterized to explore T cell dynamics. Results SARS-CoV-2-specific CD8+ T cells exhibited waning frequencies long-term, transitioning from memory-like to a naïve-like state. scRNAseq revealed specificity against both spike and non-spike antigens with increased CD95 and CD127 expression over time, indicating that naïve-like T cells may represent stem cell memory T cells, which are multipotent and self-renewing, likely important for long-lived immunity. TCR clonal expansion was observed mainly in memory T cells, with overlapping TCR beta chain (TRB)-complementary determining region 3 (CDR3) sequences between participants, suggesting shared public TCR epitope-specific repertoires against SARS-CoV-2. Further, unique spike-specific CD4+ T cells with high CD95 and CD127 expression were identified, which may play a crucial role in long-term protection. Discussion This study highlights epitope-specificity heterogeneity, with some immunodominant responses, and suggests a potential role for long-lived SARS-CoV-2-specific T cell immunity. Shared TCR repertoires offers insights into cross-reactive and protective T cell clones, providing valuable information for optimizing vaccine strategies against emerging SARS-CoV-2 variants. The findings underscore the critical role of cellular immunity in long-term protection against SARS-CoV-2 and emphasizes the importance of understanding T cell dynamics.
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Affiliation(s)
- Ulrik Fahnøe
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
- Copenhagen Hepatitis C Program (CO-HEP), Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
| | - Shan Feng
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
- Copenhagen Hepatitis C Program (CO-HEP), Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
| | - Alexander P. Underwood
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
- Copenhagen Hepatitis C Program (CO-HEP), Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
| | | | | | | | - Christina S. Sølund
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
- Copenhagen Hepatitis C Program (CO-HEP), Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
| | - Brad R. Rosenberg
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | | | - Nina Weis
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jens Bukh
- Copenhagen Hepatitis C Program (CO-HEP), Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
- Copenhagen Hepatitis C Program (CO-HEP), Department of Immunology and Microbiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Infectious Diseases, Copenhagen University Hospital, Hvidovre, Denmark
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3
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Zornikova K, Dianov D, Ivanova N, Davydova V, Nenasheva T, Fefelova E, Bogolyubova A. Features of Highly Homologous T-Cell Receptor Repertoire in the Immune Response to Mutations in Immunogenic Epitopes. Int J Mol Sci 2024; 25:12591. [PMID: 39684303 DOI: 10.3390/ijms252312591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 11/21/2024] [Accepted: 11/21/2024] [Indexed: 12/18/2024] Open
Abstract
CD8+ T-cell immunity, mediated through interactions between human leukocyte antigen (HLA) and the T-cell receptor (TCR), plays a pivotal role in conferring immune memory and protection against viral infections. The emergence of SARS-CoV-2 variants presents a significant challenge to the existing population immunity. While numerous SARS-CoV-2 mutations have been associated with immune evasion from CD8+ T cells, the molecular effects of most mutations on epitope-specific TCR recognition remain largely unexplored, particularly for epitope-specific repertoires characterized by common TCRs. In this study, we investigated an HLA-A*24-restricted NYN epitope (Spike448-456) that elicits broad and highly homologous CD8+ T cell responses in COVID-19 patients. Eleven naturally occurring mutations in the NYN epitope, all of which retained cell surface presentation by HLA, were tested against four transgenic Jurkat reporter cell lines. Our findings demonstrate that, with the exception of L452R and the combined mutation L452Q + Y453F, these mutations have minimal impact on the avidity of recognition by NYN peptide-specific TCRs. Additionally, we observed that a similar TCR responded differently to mutant epitopes and demonstrated cross-reactivity to the unrelated VYF epitope (ORF3a112-120). The results contradict the idea that immune responses with limited receptor diversity are insufficient to provide protection against emerging variants.
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Affiliation(s)
- Ksenia Zornikova
- National Medical Research Center for Hematology, Moscow 125167, Russia
| | - Dmitry Dianov
- National Medical Research Center for Hematology, Moscow 125167, Russia
| | - Natalia Ivanova
- National Medical Research Center for Hematology, Moscow 125167, Russia
| | - Vassa Davydova
- National Medical Research Center for Hematology, Moscow 125167, Russia
| | - Tatiana Nenasheva
- National Medical Research Center for Hematology, Moscow 125167, Russia
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4
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Nederlof I, Isaeva OI, de Graaf M, Gielen RCAM, Bakker NAM, Rolfes AL, Garner H, Boeckx B, Traets JJH, Mandjes IAM, de Maaker M, van Brussel T, Chelushkin M, Champanhet E, Lopez-Yurda M, van de Vijver K, van den Berg JG, Hofland I, Klioueva N, Mann RM, Loo CE, van Duijnhoven FH, Skinner V, Luykx S, Kerver E, Kalashnikova E, van Dongen MGJ, Sonke GS, Linn SC, Blank CU, de Visser KE, Salgado R, Wessels LFA, Drukker CA, Schumacher TN, Horlings HM, Lambrechts D, Kok M. Neoadjuvant nivolumab or nivolumab plus ipilimumab in early-stage triple-negative breast cancer: a phase 2 adaptive trial. Nat Med 2024; 30:3223-3235. [PMID: 39284953 PMCID: PMC11564107 DOI: 10.1038/s41591-024-03249-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 08/14/2024] [Indexed: 11/16/2024]
Abstract
Immune checkpoint inhibition (ICI) with chemotherapy is now the standard of care for stage II-III triple-negative breast cancer; however, it is largely unknown for which patients ICI without chemotherapy could be an option and what the benefit of combination ICI could be. The adaptive BELLINI trial explored whether short combination ICI induces immune activation (primary end point, twofold increase in CD8+ T cells or IFNG), providing a rationale for neoadjuvant ICI without chemotherapy. Here, in window-of-opportunity cohorts A (4 weeks of anti-PD-1) and B (4 weeks of anti-PD-1 + anti-CTLA4), we observed immune activation in 53% (8 of 15) and 60% (9 of 15) of patients, respectively. High levels of tumor-infiltrating lymphocytes correlated with response. Single-cell RNA sequencing revealed that higher pretreatment tumor-reactive CD8+ T cells, follicular helper T cells and shorter distances between tumor and CD8+ T cells correlated with response. Higher levels of regulatory T cells after treatment were associated with nonresponse. Based on these data, we opened cohort C for patients with high levels of tumor-infiltrating lymphocytes (≥50%) who received 6 weeks of neoadjuvant anti-PD-1 + anti-CTLA4 followed by surgery (primary end point, pathological complete response). Overall, 53% (8 of 15) of patients had a major pathological response (<10% viable tumor) at resection, with 33% (5 of 15) having a pathological complete response. All cohorts met Simon's two-stage threshold for expansion to stage II. We observed grade ≥3 adverse events for 17% of patients and a high rate (57%) of immune-mediated endocrinopathies. In conclusion, neoadjuvant immunotherapy without chemotherapy demonstrates potential efficacy and warrants further investigation in patients with early triple-negative breast cancer. ClinicalTrials.gov registration: NCT03815890 .
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Affiliation(s)
- Iris Nederlof
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Olga I Isaeva
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Manon de Graaf
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Robbert C A M Gielen
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Noor A M Bakker
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Adrianne L Rolfes
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Hannah Garner
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Bram Boeckx
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Joleen J H Traets
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ingrid A M Mandjes
- Biometrics Department, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Michiel de Maaker
- Core Facility Molecular Pathology & Biobanking, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Thomas van Brussel
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Maksim Chelushkin
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Elisa Champanhet
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marta Lopez-Yurda
- Biometrics Department, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Koen van de Vijver
- Department of Pathology, UZ Gent - Universitair Ziekenhuis Gent, Gent, Belgium
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - José G van den Berg
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ingrid Hofland
- Core Facility Molecular Pathology & Biobanking, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Natasja Klioueva
- Department of Pathology, OLVG Hospital, Amsterdam, the Netherlands
| | - Ritse M Mann
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Claudette E Loo
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | | | - Victoria Skinner
- Department of Surgical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sylvia Luykx
- Medical Oncology Department, Tergooi Hospital - locatie Hilversum, Hilversum, the Netherlands
| | - Emile Kerver
- Department of Oncology, OLVG Hospital, Amsterdam, the Netherlands
| | | | - Marloes G J van Dongen
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Gabe S Sonke
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Sabine C Linn
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Christian U Blank
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Division of Molecular Oncology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Karin E de Visser
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Department of Immunology, Leiden University Medical Center, Leiden, the Netherlands
| | - Roberto Salgado
- Department of Pathology, ZAS hospitals, Antwerp, Belgium
- Division of Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Lodewyk F A Wessels
- Oncode Institute, Utrecht, the Netherlands
- Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Caroline A Drukker
- Department of Surgical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ton N Schumacher
- Oncode Institute, Utrecht, the Netherlands
- Division of Molecular Oncology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Hematology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hugo M Horlings
- Department of Pathology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Marleen Kok
- Division of Tumor Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, the Netherlands.
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5
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Zhou H, Leng P, Wang Y, Yang K, Li C, Ojcius DM, Wang P, Jiang S. Development of T cell antigen-based human coronavirus vaccines against nAb-escaping SARS-CoV-2 variants. Sci Bull (Beijing) 2024; 69:2456-2470. [PMID: 38942698 DOI: 10.1016/j.scib.2024.02.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 12/15/2023] [Accepted: 02/07/2024] [Indexed: 06/30/2024]
Abstract
Currently approved vaccines have been successful in preventing the severity of COVID-19 and hospitalization. These vaccines primarily induce humoral immune responses; however, highly transmissible and mutated variants, such as the Omicron variant, weaken the neutralization potential of the vaccines, thus, raising serious concerns about their efficacy. Additionally, while neutralizing antibodies (nAbs) tend to wane more rapidly than cell-mediated immunity, long-lasting T cells typically prevent severe viral illness by directly killing infected cells or aiding other immune cells. Importantly, T cells are more cross-reactive than antibodies, thus, highly mutated variants are less likely to escape lasting broadly cross-reactive T cell immunity. Therefore, T cell antigen-based human coronavirus (HCoV) vaccines with the potential to serve as a supplementary weapon to combat emerging SARS-CoV-2 variants with resistance to nAbs are urgently needed. Alternatively, T cell antigens could also be included in B cell antigen-based vaccines to strengthen vaccine efficacy. This review summarizes recent advancements in research and development of vaccines containing T cell antigens or both T and B cell antigens derived from proteins of SARS-CoV-2 variants and/or other HCoVs based on different vaccine platforms.
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Affiliation(s)
- Hao Zhou
- College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chongqing Traditional Chinese Medicine Hospital, Chongqing 400016, China.
| | - Ping Leng
- College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, Chongqing Traditional Chinese Medicine Hospital, Chongqing 400016, China
| | - Yang Wang
- College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Kaiwen Yang
- College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Chen Li
- Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai Institute of Infectious Disease and Biosecurity, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - David M Ojcius
- Department of Biomedical Sciences, University of the Pacific, Arthur Dugoni School of Dentistry, San Francisco, CA 94115, USA
| | - Pengfei Wang
- Shanghai Pudong Hospital, Fudan University Pudong Medical Center, Shanghai Institute of Infectious Disease and Biosecurity, School of Life Sciences, Fudan University, Shanghai 200438, China.
| | - Shibo Jiang
- Key Laboratory of Medical Molecular Virology of Ministry of Education/Ministry of Health/Chinese Academy of Medical Sciences, Shanghai Institute of Infectious Disease and Biosecurity, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.
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6
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Deng S, Xu Z, Wang M, Hu J, Liu Z, Zhu F, Zheng P, Kombe Kombe AJ, Zhang H, Wu S, Jin T. Structural insights into immune escape at killer T cell epitope by SARS-CoV-2 Spike Y453F variants. J Biol Chem 2024; 300:107563. [PMID: 39002680 PMCID: PMC11342781 DOI: 10.1016/j.jbc.2024.107563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/06/2024] [Accepted: 07/08/2024] [Indexed: 07/15/2024] Open
Abstract
CD8+ T cell immunity, mediated by human leukocyte antigen (HLA) and T cell receptor (TCR), plays a critical role in conferring immune memory and protection against viral pathogens. The emergence of SARS-CoV-2 variants poses a serious challenge to the efficacy of current vaccines. Whereas numerous SARS-CoV-2 mutations associated with immune escape from CD8+ T cells have been documented, the molecular effects of most mutations on epitope-specific TCR recognition remain largely unexplored. Here, we studied an HLA-A24-restricted NYN epitope (Spike448-456) that elicits broad CD8+ T cell responses in COVID-19 patients characterized by a common TCR repertoire. Four natural mutations, N450K, L452Q, L452R, and Y453F, arose within the NYN epitope and have been transmitted in certain viral lineages. Our findings indicate that these mutations have minimal impact on the epitope's presentation by cell surface HLA, yet they diminish the affinities of their respective peptide-HLA complexes (pHLAs) for NYN peptide-specific TCRs, particularly L452R and Y453F. Furthermore, we determined the crystal structure of HLA-A24 loaded with the Y453F peptide (NYNYLFRLF), and subsequently a ternary structure of the public TCRNYN-I complexed to the original NYN-HLA-A24 (NYNYLYRLF). Our structural analysis unveiled that despite competent presentation by HLA, the mutant Y453F peptide failed to establish a stable TCR-pHLA ternary complex due to reduced peptide: TCR contacts. This study supports the idea that cellular immunity restriction is an important driving force behind viral evolution.
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MESH Headings
- Humans
- Spike Glycoprotein, Coronavirus/immunology
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/genetics
- Epitopes, T-Lymphocyte/immunology
- Epitopes, T-Lymphocyte/genetics
- SARS-CoV-2/immunology
- Immune Evasion
- CD8-Positive T-Lymphocytes/immunology
- COVID-19/immunology
- COVID-19/virology
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/chemistry
- Mutation
- Crystallography, X-Ray
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Affiliation(s)
- Shasha Deng
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, University of Science and Technology of China, Hefei, Anhui, P.R. China
| | - Zhihao Xu
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Meihua Wang
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Jing Hu
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Zhuan Liu
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Fang Zhu
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Peiyi Zheng
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Arnaud John Kombe Kombe
- Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | | | - Songquan Wu
- College of Medicine, Lishui University, Lishui, China
| | - Tengchuan Jin
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, Center for Advanced Interdisciplinary Science and Biomedicine of IHM, University of Science and Technology of China, Hefei, Anhui, P.R. China; Laboratory of Structural Immunology, Key Laboratory of Immune Response and Immunotherapy, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; College of Medicine, Lishui University, Lishui, China; Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei, Anhui, China; Biomedical Sciences and Health Laboratory of Anhui Province, University of Science & Technology of China, Hefei, China; Clinical Research Hospital of Chinese Academy of Sciences (Hefei), University of Science and Technology of China, Hefei, China.
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7
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Martín-Martín C, del Riego ES, Castiñeira JRV, Zapico-Gonzalez MS, Rodríguez-Pérez M, Corte-Iglesias V, Saiz ML, Diaz-Bulnes P, Escudero D, Suárez-Alvarez B, López-Larrea C. Assessing Predictive Value of SARS-CoV-2 Epitope-Specific CD8 + T-Cell Response in Patients with Severe Symptoms. Vaccines (Basel) 2024; 12:679. [PMID: 38932408 PMCID: PMC11209605 DOI: 10.3390/vaccines12060679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/10/2024] [Accepted: 06/15/2024] [Indexed: 06/28/2024] Open
Abstract
Specific T cell responses against SARS-CoV-2 provided an overview of acquired immunity during the pandemic. Anti-SARS-CoV-2 immunity determines the severity of acute illness, but also might be related to the possible persistence of symptoms (long COVID). We retrospectively analyzed ex vivo longitudinal CD8+ T cell responses in 26 COVID-19 patients diagnosed with severe disease, initially (1 month) and long-term (10 months), and in a cohort of 32 vaccinated healthcare workers without previous SARS-CoV-2 infection. We used peptide-human leukocyte antigen (pHLA) dextramers recognizing 26 SARS-CoV-2-derived epitopes of viral and other non-structural proteins. Most patients responded to at least one of the peptides studied, mainly derived from non-structural ORF1ab proteins. After 10 months follow-up, CD8+ T cell responses were maintained at long term and reaction against certain epitopes (A*01:01-ORF1ab1637) was still detected and functional, showing a memory-like phenotype (CD127+ PD-1+). The total number of SARS-CoV-2-specific CD8+ T cells was significantly associated with protection against long COVID in these patients. Compared with vaccination, infected patients showed a less effective immune response to spike protein-derived peptides restricted by HLA. So, the A*01:01-S865 and A*24:02-S1208 dextramers were only recognized in vaccinated individuals. We conclude that initial SARS-CoV-2-specific CD8+ T cell response could be used as a marker to understand the evolution of severe disease and post-acute sequelae after SARS-CoV-2 infection.
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Affiliation(s)
- Cristina Martín-Martín
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
| | - Estefanía Salgado del Riego
- Service of Intensive Medicine, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain; (E.S.d.R.); (D.E.)
- Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain
| | - Jose R. Vidal Castiñeira
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
- Immunology Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | | | - Mercedes Rodríguez-Pérez
- Microbiology Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain; (M.S.Z.-G.); (M.R.-P.)
- Translational Microbiology, Health Research Institute of Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Viviana Corte-Iglesias
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
- Immunology Department, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain
| | - Maria Laura Saiz
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
| | - Paula Diaz-Bulnes
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
| | - Dolores Escudero
- Service of Intensive Medicine, Hospital Universitario Central de Asturias, 33011 Oviedo, Spain; (E.S.d.R.); (D.E.)
- Translational Microbiology, Health Research Institute of Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Beatriz Suárez-Alvarez
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
| | - Carlos López-Larrea
- Translational Immunology, Health Research Institute of the Principality of Asturias (ISPA), Avenida de Roma S/N, 33011 Oviedo, Spain; (C.M.-M.); (J.R.V.C.); (V.C.-I.); (M.L.S.); (P.D.-B.)
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8
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Weisbrod L, Capriotti L, Hofmann M, Spieler V, Dersch H, Voedisch B, Schmidt P, Knake S. FASTMAP-a flexible and scalable immunopeptidomics pipeline for HLA- and antigen-specific T-cell epitope mapping based on artificial antigen-presenting cells. Front Immunol 2024; 15:1386160. [PMID: 38779658 PMCID: PMC11109385 DOI: 10.3389/fimmu.2024.1386160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 04/17/2024] [Indexed: 05/25/2024] Open
Abstract
The study of peptide repertoires presented by major histocompatibility complex (MHC) molecules and the identification of potential T-cell epitopes contribute to a multitude of immunopeptidome-based treatment approaches. Epitope mapping is essential for the development of promising epitope-based approaches in vaccination as well as for innovative therapeutics for autoimmune diseases, infectious diseases, and cancer. It also plays a critical role in the immunogenicity assessment of protein therapeutics with regard to safety and efficacy concerns. The main challenge emerges from the highly polymorphic nature of the human leukocyte antigen (HLA) molecules leading to the requirement of a peptide mapping strategy for a single HLA allele. As many autoimmune diseases are linked to at least one specific antigen, we established FASTMAP, an innovative strategy to transiently co-transfect a single HLA allele combined with a disease-specific antigen into a human cell line. This approach allows the specific identification of HLA-bound peptides using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Using FASTMAP, we found a comparable spectrum of endogenous peptides presented by the most frequently expressed HLA alleles in the world's population compared to what has been described in literature. To ensure a reliable peptide mapping workflow, we combined the HLA alleles with well-known human model antigens like coagulation factor VIII, acetylcholine receptor subunit alpha, protein structures of the SARS-CoV-2 virus, and myelin basic protein. Using these model antigens, we have been able to identify a broad range of peptides that are in line with already published and in silico predicted T-cell epitopes of the specific HLA/model antigen combination. The transient co-expression of a single affinity-tagged MHC molecule combined with a disease-specific antigen in a human cell line in our FASTMAP pipeline provides the opportunity to identify potential T-cell epitopes/endogenously processed MHC-bound peptides in a very cost-effective, fast, and customizable system with high-throughput potential.
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Affiliation(s)
- Luisa Weisbrod
- Recombinant Protein Discovery, CSL Innovation GmbH, Marburg, Germany
| | - Luigi Capriotti
- Analytical Biochemistry, Research and Development, CSL Behring AG, Bern, Switzerland
| | - Marco Hofmann
- Recombinant Protein Discovery, CSL Innovation GmbH, Marburg, Germany
| | - Valerie Spieler
- Recombinant Protein Discovery, CSL Innovation GmbH, Marburg, Germany
| | - Herbert Dersch
- Recombinant Protein Discovery, CSL Innovation GmbH, Marburg, Germany
| | - Bernd Voedisch
- Recombinant Protein Discovery, CSL Innovation GmbH, Marburg, Germany
| | - Peter Schmidt
- Protein Biochemistry, Bio21 Institute, CSL Limited, Parkville, VIC, Australia
| | - Susanne Knake
- Department of Neurology, Epilepsy Center Hessen, Philipps University Marburg, Marburg, Germany
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9
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Slieker RC, Warmerdam DO, Vermeer MH, van Doorn R, Heemskerk MHM, Scheeren FA. Reassessing human MHC-I genetic diversity in T cell studies. Sci Rep 2024; 14:7966. [PMID: 38575727 PMCID: PMC10995142 DOI: 10.1038/s41598-024-58777-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 04/03/2024] [Indexed: 04/06/2024] Open
Abstract
The Major Histocompatibility Complex class I (MHC-I) system plays a vital role in immune responses by presenting antigens to T cells. Allele specific technologies, including recombinant MHC-I technologies, have been extensively used in T cell analyses for COVID-19 patients and are currently used in the development of immunotherapies for cancer. However, the immense diversity of MHC-I alleles presents challenges. The genetic diversity serves as the foundation of personalized medicine, yet it also poses a potential risk of exacerbating healthcare disparities based on MHC-I alleles. To assess potential biases, we analysed (pre)clinical publications focusing on COVID-19 studies and T cell receptor (TCR)-based clinical trials. Our findings reveal an underrepresentation of MHC-I alleles associated with Asian, Australian, and African descent. Ensuring diverse representation is vital for advancing personalized medicine and global healthcare equity, transcending genetic diversity. Addressing this disparity is essential to unlock the full potential of T cells for enhancing diagnosis and treatment across all individuals.
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Affiliation(s)
- Roderick C Slieker
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
- Leiden Center for Computational Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Daniël O Warmerdam
- Centre for Future Affordable & Sustainable Therapy Development (FAST), The Hague, The Netherlands
| | - Maarten H Vermeer
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Remco van Doorn
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Dermatology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Mirjam H M Heemskerk
- Department of Hematology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ferenc A Scheeren
- Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands.
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10
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van den Dijssel J, Duurland MC, Konijn VA, Kummer LY, Hagen RR, Kuijper LH, Wieske L, van Dam KP, Stalman EW, Steenhuis M, Geerdes DM, Mok JY, Kragten AH, Menage C, Koets L, Veldhuisen B, Verstegen NJ, van der Schoot CE, van Esch WJ, D'Haens GR, Löwenberg M, Volkers AG, Rispens T, Kuijpers TW, Eftimov F, van Gisbergen KP, van Ham SM, Ten Brinke A, van de Sandt CE. mRNA-1273 vaccinated inflammatory bowel disease patients receiving TNF inhibitors develop broad and robust SARS-CoV-2-specific CD8 + T cell responses. J Autoimmun 2024; 144:103175. [PMID: 38387105 DOI: 10.1016/j.jaut.2024.103175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 01/25/2024] [Accepted: 02/01/2024] [Indexed: 02/24/2024]
Abstract
SARS-CoV-2-specific CD8+ T cells recognize conserved viral peptides and in the absence of cross-reactive antibodies form an important line of protection against emerging viral variants as they ameliorate disease severity. SARS-CoV-2 mRNA vaccines induce robust spike-specific antibody and T cell responses in healthy individuals, but their effectiveness in patients with chronic immune-mediated inflammatory disorders (IMIDs) is less well defined. These patients are often treated with systemic immunosuppressants, which may negatively affect vaccine-induced immunity. Indeed, TNF inhibitor (TNFi)-treated inflammatory bowel disease (IBD) patients display reduced ability to maintain SARS-CoV-2 antibody responses post-vaccination, yet the effects on CD8+ T cells remain unclear. Here, we analyzed the impact of IBD and TNFi treatment on mRNA-1273 vaccine-induced CD8+ T cell responses compared to healthy controls in SARS-CoV-2 experienced and inexperienced patients. CD8+ T cells were analyzed for their ability to recognize 32 SARS-CoV-2-specific epitopes, restricted by 10 common HLA class I allotypes using heterotetramer combinatorial coding. This strategy allowed in-depth ex vivo profiling of the vaccine-induced CD8+ T cell responses using phenotypic and activation markers. mRNA vaccination of TNFi-treated and untreated IBD patients induced robust spike-specific CD8+ T cell responses with a predominant central memory and activated phenotype, comparable to those in healthy controls. Prominent non-spike-specific CD8+ T cell responses were observed in SARS-CoV-2 experienced donors prior to vaccination. Non-spike-specific CD8+ T cells persisted and spike-specific CD8+ T cells notably expanded after vaccination in these patient cohorts. Our data demonstrate that regardless of TNFi treatment or prior SARS-CoV-2 infection, IBD patients benefit from vaccination by inducing a robust spike-specific CD8+ T cell response.
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Affiliation(s)
- Jet van den Dijssel
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands
| | - Mariël C Duurland
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Veronique Al Konijn
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Laura Yl Kummer
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Ruth R Hagen
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands
| | - Lisan H Kuijper
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Luuk Wieske
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands; Department of Clinical Neurophysiology, St Antonius Hospital, Nieuwegein, Netherlands
| | - Koos Pj van Dam
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Eileen W Stalman
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Maurice Steenhuis
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | | | - Juk Yee Mok
- Sanquin Reagents B.V., Amsterdam, Netherlands
| | | | - Charlotte Menage
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Lianne Koets
- Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; National Screening Laboratory of Sanquin, Research and Laboratory Services, Amsterdam, Netherlands
| | - Barbera Veldhuisen
- Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Department of Immunohematology Diagnostics, Sanquin Diagnostic Services, Amsterdam, Netherlands
| | - Niels Jm Verstegen
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - C Ellen van der Schoot
- Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands
| | | | - Geert Ram D'Haens
- Department of Gastroenterology and Hepatology, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Mark Löwenberg
- Department of Gastroenterology and Hepatology, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Adriaan G Volkers
- Department of Gastroenterology and Hepatology, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Theo Rispens
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Taco W Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Disease, University of Amsterdam, Amsterdam, Netherlands
| | - Filip Eftimov
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Klaas Pjm van Gisbergen
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands
| | - S Marieke van Ham
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Swammerdam Institute for Life Sciences, University of Amsterdam, Netherlands
| | - Anja Ten Brinke
- Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Carolien E van de Sandt
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands; Department of Microbiology and Immunology, University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia.
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11
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Weingarten-Gabbay S, Chen DY, Sarkizova S, Taylor HB, Gentili M, Hernandez GM, Pearlman LR, Bauer MR, Rice CM, Clauser KR, Hacohen N, Carr SA, Abelin JG, Saeed M, Sabeti PC. The HLA-II immunopeptidome of SARS-CoV-2. Cell Rep 2024; 43:113596. [PMID: 38117652 PMCID: PMC10860710 DOI: 10.1016/j.celrep.2023.113596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 11/08/2023] [Accepted: 12/01/2023] [Indexed: 12/22/2023] Open
Abstract
Targeted synthetic vaccines have the potential to transform our response to viral outbreaks, yet the design of these vaccines requires a comprehensive knowledge of viral immunogens. Here, we report severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) peptides that are naturally processed and loaded onto human leukocyte antigen-II (HLA-II) complexes in infected cells. We identify over 500 unique viral peptides from canonical proteins as well as from overlapping internal open reading frames. Most HLA-II peptides colocalize with known CD4+ T cell epitopes in coronavirus disease 2019 patients, including 2 reported immunodominant regions in the SARS-CoV-2 membrane protein. Overall, our analyses show that HLA-I and HLA-II pathways target distinct viral proteins, with the structural proteins accounting for most of the HLA-II peptidome and nonstructural and noncanonical proteins accounting for the majority of the HLA-I peptidome. These findings highlight the need for a vaccine design that incorporates multiple viral elements harboring CD4+ and CD8+ T cell epitopes to maximize vaccine effectiveness.
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Affiliation(s)
- Shira Weingarten-Gabbay
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA; Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA; Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY, USA.
| | - Da-Yuan Chen
- Department of Biochemistry & Cell Biology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA; National Emerging Infectious Diseases Laboratories, Boston University, Boston, MA, USA
| | | | - Hannah B Taylor
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA
| | - Matteo Gentili
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA
| | | | - Leah R Pearlman
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA
| | - Matthew R Bauer
- Harvard Program in Biological and Biomedical Sciences, Division of Medical Sciences, Harvard University Medical School, Boston, MA, USA
| | - Charles M Rice
- Laboratory of Virology and Infectious Disease, The Rockefeller University, New York, NY, USA
| | - Karl R Clauser
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA
| | - Nir Hacohen
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA
| | | | - Mohsan Saeed
- Department of Biochemistry & Cell Biology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA; National Emerging Infectious Diseases Laboratories, Boston University, Boston, MA, USA
| | - Pardis C Sabeti
- Broad Institute of MIT and Harvard University, Cambridge, MA, USA; Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA; Massachusetts Consortium on Pathogen Readiness, Boston, MA, USA; Department of Immunology and Infectious Disease, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Howard Hughes Medical Institute, Chevy Chase, MD, USA
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12
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Subramanian K, Varghese R, Pochedly M, Muralidaran V, Yazigi N, Kaufman S, Khan K, Vitola B, Kroemer A, Fishbein T, Ressom H, Ekong UD. Non-fatal outcomes of COVID-19 disease in pediatric organ transplantation associates with down-regulation of senescence pathways. Sci Rep 2024; 14:1877. [PMID: 38253675 PMCID: PMC10803774 DOI: 10.1038/s41598-024-52456-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 01/18/2024] [Indexed: 01/24/2024] Open
Abstract
This is a cross-sectional study examining kinetics and durability of immune response in children with solid organ transplants (SOTs) who had COVID-19 disease between November 2020 through June 2022, who were followed for 60-days at a single transplant center. Blood was collected between 1-14 (acute infection), and 15-60 days of a positive PCR (convalescence). SOT children with peripheral blood mononuclear cells (PBMC) cryopreserved before 2019 were non-infected controls (ctrls). PBMCs stimulated with 15-mer peptides from spike protein and anti-CD49d/anti-CD28. Testing done included mass cytometry, mi-RNA sequencing with confirmatory qPCR. 38 children formed the study cohort, 10 in the acute phase and 8 in the convalescence phase. 20 subjects were non-infected controls. Two subjects had severe disease. Subjects in the acute and convalescent phases were different subjects. The median age and tacrolimus level at blood draw was not significantly different. There was no death, and no subject was lost to follow-up. During acute infection CD57 expression was low in NKT, Th17 effector memory, memory Treg, CD4-CD8-, and γδT cells (p = 0.01, p = 0.04, p = 0.03, p = 0.03, p = 0.004 respectively). The frequencies of NK and Th2 effector memory cells increased (p = 0.01, p = 0.02) during acute infection. Non-switched memory B and CD8 central memory cell frequencies were decreased during acute infection (p = 0.02; p = 0.02), but the decrease in CD8 central memory cells did not persist. CD4-CD8- and CD14 monocyte frequencies increased during recovery (p = 0.03; p = 0.007). Our observations suggest down regulation of CD57 with absence of NK cell contraction protect against death from COVID-19 disease in children with SOTs.
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Affiliation(s)
- Kumar Subramanian
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Rency Varghese
- Department of Oncology, Genomics, and Epigenomics Shared Resource, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Molly Pochedly
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Vinona Muralidaran
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Nada Yazigi
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Stuart Kaufman
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Khalid Khan
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Bernadette Vitola
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Alexander Kroemer
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Thomas Fishbein
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA
| | - Habtom Ressom
- Department of Oncology, Genomics, and Epigenomics Shared Resource, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Udeme D Ekong
- Medstar Georgetown Transplant Institute, Medstar Georgetown University Hospital, 3800 Reservoir Rd, NW, Washington, DC, USA.
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13
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Mohapatra S, Kumar S, Kumar S, Singh AK, Nayak B. Immunodominant conserved moieties on spike protein of SARS-CoV-2 renders virulence factor for the design of epitope-based peptide vaccines. Virusdisease 2023; 34:456-482. [PMID: 38046066 PMCID: PMC10686954 DOI: 10.1007/s13337-023-00852-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 11/03/2023] [Indexed: 12/05/2023] Open
Abstract
UNLABELLED The outbreak of novel SARS-CoV-2 virion has wreaked havoc with a high prevalence of respiratory illness and high transmission due to a vague understanding of the viral antigenicity, augmenting the dire challenge to public health globally. This viral member necessitates the expansion of diagnostic and therapeutic tools to track its transmission and confront it through vaccine development. Therefore, prophylactic strategies are mandatory. Virulent spike proteins can be the most desirable candidate for the computational design of vaccines targeting SARS-CoV-2, followed by the meteoric development of immune epitopes. Spike protein was characterized using existing bioinformatics tools with a unique roadmap related to the immunological profile of SARS-CoV-2 to predict immunogenic virulence epitopes based on antigenicity, allergenicity, toxicity, immunogenicity, and population coverage. Applying in silico approaches, a set of twenty-four B lymphocyte-based epitopes and forty-six T lymphocyte-based epitopes were selected. The predicted epitopes were evaluated for their intrinsic properties. The physico-chemical characterization of epitopes qualifies them for further in vitro and in vivo analysis and pre-requisite vaccine development. This study presents a set of screened epitopes that bind to HLA-specific allelic proteins and can be employed for designing a peptide vaccine construct against SARS-CoV-2 that will confer vaccine-induced protective immunity due to its structural stability. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s13337-023-00852-9.
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Affiliation(s)
- Subhashree Mohapatra
- Immunology and Molecular Medicine Laboratory, Department of Life Science, National Institute of Technology Rourkela, Rourkela, Odisha 769008 India
| | - Santosh Kumar
- RNA Biology Laboratory, Department of Life Science, National Institute of Technology Rourkela, Rourkela, Odisha 769008 India
| | - Shashank Kumar
- Molecular Signalling and Drug Discovery Laboratory, Department of Biochemistry, Central University of Punjab, Bathinda, Punjab 151401 India
| | - Atul Kumar Singh
- Molecular Signalling and Drug Discovery Laboratory, Department of Biochemistry, Central University of Punjab, Bathinda, Punjab 151401 India
| | - Bismita Nayak
- Immunology and Molecular Medicine Laboratory, Department of Life Science, National Institute of Technology Rourkela, Rourkela, Odisha 769008 India
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14
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Fricke C, Pfaff F, Ulrich L, Halwe NJ, Schön J, Timm L, Hoffmann W, Rauch S, Petsch B, Hoffmann D, Beer M, Corleis B, Dorhoi A. SARS-CoV-2 variants of concern elicit divergent early immune responses in hACE2 transgenic mice. Eur J Immunol 2023; 53:e2250332. [PMID: 37609807 DOI: 10.1002/eji.202250332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 07/20/2023] [Accepted: 08/21/2023] [Indexed: 08/24/2023]
Abstract
Knowledge about early immunity to SARS-CoV-2 variants of concern mainly comes from the analysis of human blood. Such data provide limited information about host responses at the site of infection and largely miss the initial events. To gain insights into compartmentalization and the early dynamics of host responses to different SARS-CoV-2 variants, we utilized human angiotensin converting enzyme 2 (hACE2) transgenic mice and tracked immune changes during the first days after infection by RNAseq, multiplex assays, and flow cytometry. Viral challenge infection led to divergent viral loads in the lungs, distinct inflammatory patterns, and innate immune cell accumulation in response to ancestral SARS-CoV-2, Beta (B.1.351) and Delta (B.1.617.2) variant of concern (VOC). Compared to other SARS-CoV-2 variants, infection with Beta (B.1.351) VOC spread promptly to the lungs, leading to increased inflammatory responses. SARS-CoV-2-specific antibodies and T cells developed within the first 7 days postinfection and were required to reduce viral spread and replication. Our studies show that VOCs differentially trigger transcriptional profiles and inflammation. This information contributes to the basic understanding of immune responses immediately postexposure to SARS-CoV-2 and is relevant for developing pan-VOC interventions including prophylactic vaccines.
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Affiliation(s)
- Charlie Fricke
- Institute of Immunology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Florian Pfaff
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Lorenz Ulrich
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Nico Joel Halwe
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Jacob Schön
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Laura Timm
- Institute of Immunology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Weda Hoffmann
- Institute of Immunology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | | | | | - Donata Hoffmann
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Martin Beer
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Björn Corleis
- Institute of Immunology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
| | - Anca Dorhoi
- Institute of Immunology, Friedrich-Loeffler-Institut, Greifswald-Insel Riems, Germany
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15
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Choy C, Chen J, Li J, Gallagher DT, Lu J, Wu D, Zou A, Hemani H, Baptiste BA, Wichmann E, Yang Q, Ciffelo J, Yin R, McKelvy J, Melvin D, Wallace T, Dunn C, Nguyen C, Chia CW, Fan J, Ruffolo J, Zukley L, Shi G, Amano T, An Y, Meirelles O, Wu WW, Chou CK, Shen RF, Willis RA, Ko MSH, Liu YT, De S, Pierce BG, Ferrucci L, Egan J, Mariuzza R, Weng NP. SARS-CoV-2 infection establishes a stable and age-independent CD8 + T cell response against a dominant nucleocapsid epitope using restricted T cell receptors. Nat Commun 2023; 14:6725. [PMID: 37872153 PMCID: PMC10593757 DOI: 10.1038/s41467-023-42430-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 10/11/2023] [Indexed: 10/25/2023] Open
Abstract
The resolution of SARS-CoV-2 replication hinges on cell-mediated immunity, wherein CD8+ T cells play a vital role. Nonetheless, the characterization of the specificity and TCR composition of CD8+ T cells targeting non-spike protein of SARS-CoV-2 before and after infection remains incomplete. Here, we analyzed CD8+ T cells recognizing six epitopes from the SARS-CoV-2 nucleocapsid (N) protein and found that SARS-CoV-2 infection slightly increased the frequencies of N-recognizing CD8+ T cells but significantly enhanced activation-induced proliferation compared to that of the uninfected donors. The frequencies of N-specific CD8+ T cells and their proliferative response to stimulation did not decrease over one year. We identified the N222-230 peptide (LLLDRLNQL, referred to as LLL thereafter) as a dominant epitope that elicited the greatest proliferative response from both convalescent and uninfected donors. Single-cell sequencing of T cell receptors (TCR) from LLL-specific CD8+ T cells revealed highly restricted Vα gene usage (TRAV12-2) with limited CDR3α motifs, supported by structural characterization of the TCR-LLL-HLA-A2 complex. Lastly, transcriptome analysis of LLL-specific CD8+ T cells from donors who had expansion (expanders) or no expansion (non-expanders) after in vitro stimulation identified increased chromatin modification and innate immune functions of CD8+ T cells in non-expanders. These results suggests that SARS-CoV-2 infection induces LLL-specific CD8+ T cell responses with a restricted TCR repertoire.
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Affiliation(s)
- Cecily Choy
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Joseph Chen
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Jiangyuan Li
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - D Travis Gallagher
- National Institute of Standards and Technology (NIST), Gaithersburg, MD, USA
| | - Jian Lu
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Daichao Wu
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Ainslee Zou
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Humza Hemani
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Beverly A Baptiste
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Emily Wichmann
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Qian Yang
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Jeffrey Ciffelo
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Rui Yin
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Julia McKelvy
- Laboratory of Clinical Investigation, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Denise Melvin
- Laboratory of Clinical Investigation, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Tonya Wallace
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Christopher Dunn
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Cuong Nguyen
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Chee W Chia
- Laboratory of Clinical Investigation, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Jinshui Fan
- Computational Biology and Genomics Core, Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Jeannie Ruffolo
- Translational Gerontology Branch, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Linda Zukley
- Translational Gerontology Branch, National Institute on Aging, NIH, Baltimore, MD, USA
| | | | | | - Yang An
- Laboratory of Behavioral Neuroscience, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Osorio Meirelles
- Laboratory of Epidemiology & Population Sciences, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Wells W Wu
- Facility for Biotechnology Resources, CBER, Food and Drug Administration, Silver Spring, MD, USA
| | - Chao-Kai Chou
- Facility for Biotechnology Resources, CBER, Food and Drug Administration, Silver Spring, MD, USA
| | - Rong-Fong Shen
- Facility for Biotechnology Resources, CBER, Food and Drug Administration, Silver Spring, MD, USA
| | - Richard A Willis
- NIH Tetramer Core Facility at Emory University, Atlanta, GA, USA
| | | | | | - Supriyo De
- Computational Biology and Genomics Core, Laboratory of Genetics and Genomics, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Brian G Pierce
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Luigi Ferrucci
- Translational Gerontology Branch, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Josephine Egan
- Laboratory of Clinical Investigation, National Institute on Aging, NIH, Baltimore, MD, USA
| | - Roy Mariuzza
- W.M. Keck Laboratory for Structural Biology, University of Maryland Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Nan-Ping Weng
- Laboratory of Molecular Biology and Immunology, National Institute on Aging, NIH, Baltimore, MD, USA.
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16
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Shikha S, Jogi MK, Jha R, Kumar RA, Sah T, Singh P, Sagar R, Kumar A, Marwal R, Ponnusamy K, Agarwal SM, Kumar RS, Arif N, Bharadwaj M, Singh S, Kumar P. Genome sequencing of SARS-CoV-2 omicron variants in Delhi reveals alterations in immunogenic regions in spike glycoprotein. Front Immunol 2023; 14:1209513. [PMID: 37849762 PMCID: PMC10577267 DOI: 10.3389/fimmu.2023.1209513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 08/30/2023] [Indexed: 10/19/2023] Open
Abstract
The SARS-CoV-2 omicron variants keep accumulating a large number of mutations in the spike (S) protein, which contributes to greater transmissibility and a rapid rise to dominance within populations. The identification of mutations and their affinity to the cellular angiotensin-converting enzyme-2 (ACE-2) receptor and immune evasion in the Delhi NCR region was under-acknowledged. The study identifies some mutations (Y505 reversion, G339H, and R346T/N) in genomes from Delhi, India, and their probable implications for altering the immune response and binding affinity for ACE-2. The spike mutations have influenced the neutralizing activity of antibodies against the omicron variant, which shows partial immune escape. However, researchers are currently exploring various mitigation strategies to tackle the potential decline in efficacy or effectiveness against existing and future variants of SARS-CoV-2. These strategies include modifying vaccines to target specific variants, such as the omicron variant, developing multivalent vaccine formulations, and exploring alternative delivery methods. To address this, it is also necessary to understand the impact of these mutations from a different perspective, especially in terms of alterations in antigenic determinants. In this study, we have done whole genome sequencing (WGS) of SARS-CoV-2 in COVID-19 samples from Delhi, NCR, and analyzed the spike's mutation with an emphasis on antigenic alterations. The impact of mutation in terms of epitope formation, loss/gain of efficiency, and interaction of epitopes with antibodies has been studied. Some of the mutations or variant genomes seem to be the progenitors of the upcoming variants in India. Our analyses suggested that weakening interactions with antibodies may lead to immune resistance in the circulating genomes.
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Affiliation(s)
- Sristy Shikha
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - Mukesh Kumar Jogi
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
- Amity Institute of Biotechnology, Amity University, Noida, India
| | - Ruchika Jha
- Department of Biotechnology, Vinoba Bhave University, Hazaribagh, Jharkhand, India
| | - Rana Amit Kumar
- Department of Biotechnology, Anugrah Narayan College, Patna, Bihar, India
| | - Tathagat Sah
- Department of Chemical Engineering and Biotechnology, Beant College of Engineering and Technology, Gurdaspur, Punjab, India
| | - Pushpendra Singh
- Department of Biotechnology, Central University of Haryana, Mahendergarh, Haryana, India
| | - Ritu Sagar
- Department of Biotechnology, Central University of Haryana, Mahendergarh, Haryana, India
| | - Anuj Kumar
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - Robin Marwal
- Biotechnology Division, National Centre for Disease Control, Delhi, India
| | | | - Subhash Mohan Agarwal
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - R. Suresh Kumar
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - Nazneen Arif
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - Mausumi Bharadwaj
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - Shalini Singh
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
| | - Pramod Kumar
- Division of Molecular Biology, Indian Council of Medical Research (ICMR)-National Institute of Cancer Prevention and Research (NICPR), Noida, India
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17
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Fathollahi M, Motamedi H, Hossainpour H, Abiri R, Shahlaei M, Moradi S, Dashtbin S, Moradi J, Alvandi A. Designing a novel multi-epitopes pan-vaccine against SARS-CoV-2 and seasonal influenza: in silico and immunoinformatics approach. J Biomol Struct Dyn 2023; 42:10761-10784. [PMID: 37723861 DOI: 10.1080/07391102.2023.2258420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 09/07/2023] [Indexed: 09/20/2023]
Abstract
The merger of COVID-19 and seasonal influenza infections is considered a potentially serious threat to public health. These two viral agents can cause extensive and severe lower and upper respiratory tract infections with lung damage with host factors. Today, the development of vaccination has been shown to reduce the risk of hospitalization and mortality from the COVID-19 virus and influenza epidemics. Therefore, this study contributes to an immunoinformatics approach to producing a vaccine that can elicit strong and specific immune responses against COVID-19 and influenza A and B viruses. The NCBI, GISAID, and Uniprot databases were used to retrieve sequences. Linear B cell, Cytotoxic T lymphocyte, and Helper T lymphocyte epitopes were predicted using the online servers. Population coverage of MHC I epitopes worldwide for SARS-CoV-2, Influenza virus H3N2, H3N2, and Yamagata/Victoria were 99.93%, 68.67%, 68.38%, and 85.45%, respectively. Candidate epitopes were linked by GGGGS, GPGPG, and KK linkers. Different epitopes were permutated several times to form different peptides and then screened for antigenicity, allergenicity, and toxicity. The vaccine construct was analyzed for physicochemical properties, conformational B-cell epitopes, interaction with Toll-like receptors, and IFN-gamma-induced. Immune stimulation response of final construct was evaluated using C-IMMSIM. Eventually, the final construct sequence was codon-optimized for Escherichia coli K12 and Homo sapiens to design a multi-epitope vaccine and mRNA vaccine. In conclusion, due to the variable nature of SARS-CoV-2 and influenza proteins, the design of a multi-epitope vaccine can protect against all their standard variants, but laboratory validation is required.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Matin Fathollahi
- Student Research Committee, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
- Department of Microbiology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Hamid Motamedi
- Student Research Committee, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
- Department of Microbiology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Hadi Hossainpour
- Student Research Committee, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
- Department of Microbiology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Ramin Abiri
- Fertility and Infertility Research Center, Research Institute for Health Technology, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mohsen Shahlaei
- Nano Drug Delivery Research Center, Health Technology Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Sajad Moradi
- Nano Drug Delivery Research Center, Health Technology Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Shirin Dashtbin
- Department of Microbiology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Jale Moradi
- Department of Microbiology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Amirhooshang Alvandi
- Medical Technology Research Center, Research Institute for Health Technology, Kermanshah University of Medical Sciences, Kermanshah, Iran
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18
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George MS, Sanchez J, Rollings C, Fear D, Irving P, Sinclair LV, Schurich A. Extracellular vesicles in COVID-19 convalescence can regulate T cell metabolism and function. iScience 2023; 26:107280. [PMID: 37520724 PMCID: PMC10371842 DOI: 10.1016/j.isci.2023.107280] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 05/11/2023] [Accepted: 06/30/2023] [Indexed: 08/01/2023] Open
Abstract
Long-term T cell dysregulation has been reported following COVID-19 disease. Prolonged T cell activation is associated with disease severity and may be implicated in producing long-covid symptoms. Here, we assess the role of extracellular vesicles (EV) in regulating T cell function over several weeks post COVID-19 disease. We find that alterations in cellular origin and protein content of EV in COVID-19 convalescence are linked to initial disease severity. We demonstrate that convalescent donor-derived EV can alter the function and metabolic rewiring of CD4 and CD8 T cells. Of note, EV following mild, but not severe disease, show distinctly immune-suppressive properties, reducing T cell effector cytokine production and glucose metabolism. Mechanistically our data indicate the involvement of EV-surface ICAM-1 in facilitating EV-T cell interaction. Our data demonstrate that circulatory EV are phenotypically and functionally altered several weeks following acute infection, suggesting a role for EV as long-term immune modulators.
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Affiliation(s)
- Molly S. George
- Department of Infectious Diseases, School of Immunology and Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Jenifer Sanchez
- Department of Infectious Diseases, School of Immunology and Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Christina Rollings
- Cell Signalling and Immunology, School of Life Sciences, University of Dundee, Scotland DD1 5EH, UK
| | - David Fear
- Peter Gorer Department of Immunobiology, School of Immunology and Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Peter Irving
- Peter Gorer Department of Immunobiology, School of Immunology and Microbial Sciences, King’s College London, London SE1 9RT, UK
- Department of Gastroenterology, Guy’s and St Thomas’ Hospital, London SE1 9RT, UK
| | - Linda V. Sinclair
- Cell Signalling and Immunology, School of Life Sciences, University of Dundee, Scotland DD1 5EH, UK
| | - Anna Schurich
- Department of Infectious Diseases, School of Immunology and Microbial Sciences, King’s College London, London SE1 9RT, UK
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19
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Heumos L, Schaar AC, Lance C, Litinetskaya A, Drost F, Zappia L, Lücken MD, Strobl DC, Henao J, Curion F, Schiller HB, Theis FJ. Best practices for single-cell analysis across modalities. Nat Rev Genet 2023; 24:550-572. [PMID: 37002403 PMCID: PMC10066026 DOI: 10.1038/s41576-023-00586-w] [Citation(s) in RCA: 353] [Impact Index Per Article: 176.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2023] [Indexed: 04/03/2023]
Abstract
Recent advances in single-cell technologies have enabled high-throughput molecular profiling of cells across modalities and locations. Single-cell transcriptomics data can now be complemented by chromatin accessibility, surface protein expression, adaptive immune receptor repertoire profiling and spatial information. The increasing availability of single-cell data across modalities has motivated the development of novel computational methods to help analysts derive biological insights. As the field grows, it becomes increasingly difficult to navigate the vast landscape of tools and analysis steps. Here, we summarize independent benchmarking studies of unimodal and multimodal single-cell analysis across modalities to suggest comprehensive best-practice workflows for the most common analysis steps. Where independent benchmarks are not available, we review and contrast popular methods. Our article serves as an entry point for novices in the field of single-cell (multi-)omic analysis and guides advanced users to the most recent best practices.
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Affiliation(s)
- Lukas Heumos
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Institute of Lung Health and Immunity and Comprehensive Pneumology Center, Helmholtz Munich; Member of the German Center for Lung Research (DZL), Munich, Germany
- TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany
| | - Anna C Schaar
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
- Munich Center for Machine Learning, Technical University of Munich, Garching, Germany
| | - Christopher Lance
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Department of Paediatrics, Dr von Hauner Children's Hospital, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Anastasia Litinetskaya
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
| | - Felix Drost
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany
| | - Luke Zappia
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
| | - Malte D Lücken
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Institute of Lung Health and Immunity, Helmholtz Munich, Munich, Germany
| | - Daniel C Strobl
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, Munich, Germany
- TranslaTUM, Center for Translational Cancer Research, Technical University of Munich, Munich, Germany
| | - Juan Henao
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
| | - Fabiola Curion
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany
- Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Garching, Germany
| | - Herbert B Schiller
- Institute of Lung Health and Immunity and Comprehensive Pneumology Center, Helmholtz Munich; Member of the German Center for Lung Research (DZL), Munich, Germany
| | - Fabian J Theis
- Institute of Computational Biology, Department of Computational Health, Helmholtz Munich, Munich, Germany.
- TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany.
- Department of Mathematics, School of Computation, Information and Technology, Technical University of Munich, Garching, Germany.
- Munich Center for Machine Learning, Technical University of Munich, Garching, Germany.
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20
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Augusto DG, Murdolo LD, Chatzileontiadou DSM, Sabatino JJ, Yusufali T, Peyser ND, Butcher X, Kizer K, Guthrie K, Murray VW, Pae V, Sarvadhavabhatla S, Beltran F, Gill GS, Lynch KL, Yun C, Maguire CT, Peluso MJ, Hoh R, Henrich TJ, Deeks SG, Davidson M, Lu S, Goldberg SA, Kelly JD, Martin JN, Vierra-Green CA, Spellman SR, Langton DJ, Dewar-Oldis MJ, Smith C, Barnard PJ, Lee S, Marcus GM, Olgin JE, Pletcher MJ, Maiers M, Gras S, Hollenbach JA. A common allele of HLA is associated with asymptomatic SARS-CoV-2 infection. Nature 2023; 620:128-136. [PMID: 37468623 PMCID: PMC10396966 DOI: 10.1038/s41586-023-06331-x] [Citation(s) in RCA: 101] [Impact Index Per Article: 50.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 06/15/2023] [Indexed: 07/21/2023]
Abstract
Studies have demonstrated that at least 20% of individuals infected with SARS-CoV-2 remain asymptomatic1-4. Although most global efforts have focused on severe illness in COVID-19, examining asymptomatic infection provides a unique opportunity to consider early immunological features that promote rapid viral clearance. Here, postulating that variation in the human leukocyte antigen (HLA) loci may underly processes mediating asymptomatic infection, we enrolled 29,947 individuals, for whom high-resolution HLA genotyping data were available, in a smartphone-based study designed to track COVID-19 symptoms and outcomes. Our discovery cohort (n = 1,428) comprised unvaccinated individuals who reported a positive test result for SARS-CoV-2. We tested for association of five HLA loci with disease course and identified a strong association between HLA-B*15:01 and asymptomatic infection, observed in two independent cohorts. Suggesting that this genetic association is due to pre-existing T cell immunity, we show that T cells from pre-pandemic samples from individuals carrying HLA-B*15:01 were reactive to the immunodominant SARS-CoV-2 S-derived peptide NQKLIANQF. The majority of the reactive T cells displayed a memory phenotype, were highly polyfunctional and were cross-reactive to a peptide derived from seasonal coronaviruses. The crystal structure of HLA-B*15:01-peptide complexes demonstrates that the peptides NQKLIANQF and NQKLIANAF (from OC43-CoV and HKU1-CoV) share a similar ability to be stabilized and presented by HLA-B*15:01. Finally, we show that the structural similarity of the peptides underpins T cell cross-reactivity of high-affinity public T cell receptors, providing the molecular basis for HLA-B*15:01-mediated pre-existing immunity.
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Affiliation(s)
- Danillo G Augusto
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
- Department of Biological Sciences, The University of North Carolina at Charlotte, Charlotte, NC, USA
- Programa de Pós-Graduação em Genética, Universidade Federal do Paraná, Curitiba, Brazil
| | - Lawton D Murdolo
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Victoria, Australia
| | - Demetra S M Chatzileontiadou
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Victoria, Australia
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
| | - Joseph J Sabatino
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
| | - Tasneem Yusufali
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
| | - Noah D Peyser
- Division of Cardiology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Xochitl Butcher
- Division of Cardiology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Kerry Kizer
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
| | - Karoline Guthrie
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
| | - Victoria W Murray
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Vivian Pae
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Sannidhi Sarvadhavabhatla
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Fiona Beltran
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Gurjot S Gill
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Kara L Lynch
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Cassandra Yun
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Colin T Maguire
- Clinical and Translational Science Institute, University of Utah, Salt Lake City, UT, USA
| | - Michael J Peluso
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Rebecca Hoh
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Timothy J Henrich
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Steven G Deeks
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Michelle Davidson
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Scott Lu
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Sarah A Goldberg
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - J Daniel Kelly
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
- F.I. Proctor Foundation, University of California, San Francisco, CA, USA
| | - Jeffrey N Martin
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Cynthia A Vierra-Green
- CIBMTR (Center for International Blood and Marrow Transplant Research), National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | - Stephen R Spellman
- CIBMTR (Center for International Blood and Marrow Transplant Research), National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | | | - Michael J Dewar-Oldis
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Victoria, Australia
| | - Corey Smith
- QIMR Berghofer Centre for Immunotherapy and Vaccine Development Brisbane, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Peter J Barnard
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Victoria, Australia
| | - Sulggi Lee
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine, University of California, San Francisco, CA, USA
| | - Gregory M Marcus
- Division of Cardiology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Jeffrey E Olgin
- Division of Cardiology, Department of Medicine, University of California, San Francisco, CA, USA
| | - Mark J Pletcher
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
- Division of General Internal Medicine, University of California, San Francisco, CA, USA
| | - Martin Maiers
- CIBMTR (Center for International Blood and Marrow Transplant Research), National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | - Stephanie Gras
- Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, Victoria, Australia
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
| | - Jill A Hollenbach
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA.
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.
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21
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Park SY, Ter-Saakyan S, Faraci G, Lee HY. Immune cell identifier and classifier (ImmunIC) for single cell transcriptomic readouts. Sci Rep 2023; 13:12093. [PMID: 37495649 PMCID: PMC10372073 DOI: 10.1038/s41598-023-39282-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 07/22/2023] [Indexed: 07/28/2023] Open
Abstract
Single cell RNA sequencing has a central role in immune profiling, identifying specific immune cells as disease markers and suggesting therapeutic target genes of immune cells. Immune cell-type annotation from single cell transcriptomics is in high demand for dissecting complex immune signatures from multicellular blood and organ samples. However, accurate cell type assignment from single-cell RNA sequencing data alone is complicated by a high level of gene expression heterogeneity. Many computational methods have been developed to respond to this challenge, but immune cell annotation accuracy is not highly desirable. We present ImmunIC, a simple and robust tool for immune cell identification and classification by combining marker genes with a machine learning method. With over two million immune cells and half-million non-immune cells from 66 single cell RNA sequencing studies, ImmunIC shows 98% accuracy in the identification of immune cells. ImmunIC outperforms existing immune cell classifiers, categorizing into ten immune cell types with 92% accuracy. We determine peripheral blood mononuclear cell compositions of severe COVID-19 cases and healthy controls using previously published single cell transcriptomic data, permitting the identification of immune cell-type specific differential pathways. Our publicly available tool can maximize the utility of single cell RNA profiling by functioning as a stand-alone bioinformatic cell sorter, advancing cell-type specific immune profiling for the discovery of disease-specific immune signatures and therapeutic targets.
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Affiliation(s)
- Sung Yong Park
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Sonia Ter-Saakyan
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Gina Faraci
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Ha Youn Lee
- Department of Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, USA.
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22
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Weingarten-Gabbay S, Chen DY, Sarkizova S, Taylor HB, Gentili M, Pearlman LR, Bauer MR, Rice CM, Clauser KR, Hacohen N, Carr SA, Abelin JG, Saeed M, Sabeti PC. The HLA-II immunopeptidome of SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.26.542482. [PMID: 37398281 PMCID: PMC10312465 DOI: 10.1101/2023.05.26.542482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Targeted synthetic vaccines have the potential to transform our response to viral outbreaks; yet the design of these vaccines requires a comprehensive knowledge of viral immunogens, including T-cell epitopes. Having previously mapped the SARS-CoV-2 HLA-I landscape, here we report viral peptides that are naturally processed and loaded onto HLA-II complexes in infected cells. We identified over 500 unique viral peptides from canonical proteins, as well as from overlapping internal open reading frames (ORFs), revealing, for the first time, the contribution of internal ORFs to the HLA-II peptide repertoire. Most HLA-II peptides co-localized with the known CD4+ T cell epitopes in COVID-19 patients. We also observed that two reported immunodominant regions in the SARS-CoV-2 membrane protein are formed at the level of HLA-II presentation. Overall, our analyses show that HLA-I and HLA-II pathways target distinct viral proteins, with the structural proteins accounting for most of the HLA-II peptidome and non-structural and non-canonical proteins accounting for the majority of the HLA-I peptidome. These findings highlight the need for a vaccine design that incorporates multiple viral elements harboring CD4+ and CD8+ T cell epitopes to maximize the vaccine effectiveness.
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23
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Romani A, Sergi D, Zauli E, Voltan R, Lodi G, Vaccarezza M, Caruso L, Previati M, Zauli G. Nutrients, herbal bioactive derivatives and commensal microbiota as tools to lower the risk of SARS-CoV-2 infection. Front Nutr 2023; 10:1152254. [PMID: 37324739 PMCID: PMC10267353 DOI: 10.3389/fnut.2023.1152254] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/15/2023] [Indexed: 06/17/2023] Open
Abstract
The SARS-CoV-2 outbreak has infected a vast population across the world, causing more than 664 million cases and 6.7 million deaths by January 2023. Vaccination has been effective in reducing the most critical aftermath of this infection, but some issues are still present regarding re-infection prevention, effectiveness against variants, vaccine hesitancy and worldwide accessibility. Moreover, although several old and new antiviral drugs have been tested, we still lack robust and specific treatment modalities. It appears of utmost importance, facing this continuously growing pandemic, to focus on alternative practices grounded on firm scientific bases. In this article, we aim to outline a rigorous scientific background and propose complementary nutritional tools useful toward containment, and ultimately control, of SARS-CoV-2 infection. In particular, we review the mechanisms of viral entry and discuss the role of polyunsaturated fatty acids derived from α-linolenic acid and other nutrients in preventing the interaction of SARS-CoV-2 with its entry gateways. In a similar way, we analyze in detail the role of herbal-derived pharmacological compounds and specific microbial strains or microbial-derived polypeptides in the prevention of SARS-CoV-2 entry. In addition, we highlight the role of probiotics, nutrients and herbal-derived compounds in stimulating the immunity response.
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Affiliation(s)
- Arianna Romani
- Department of Environmental and Prevention Sciences and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Domenico Sergi
- Department of Translational Medicine and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Enrico Zauli
- Department of Translational Medicine and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Rebecca Voltan
- Department of Environmental and Prevention Sciences and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Giada Lodi
- Department of Environmental and Prevention Sciences and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Mauro Vaccarezza
- Curtin Medical School & Curtin Health Innovation Research Institute (CHIRI), Faculty of Health Sciences, Curtin University, Perth, WA, Australia
| | - Lorenzo Caruso
- Department of Environmental and Prevention Sciences and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Maurizio Previati
- Department of Translational Medicine and LTTA Centre, University of Ferrara, Ferrara, Italy
| | - Giorgio Zauli
- Research Department, King Khaled Eye Specialistic Hospital, Riyadh, Saudi Arabia
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24
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Postovskaya A, Vujkovic A, de Block T, van Petersen L, van Frankenhuijsen M, Brosius I, Bottieau E, Van Dijck C, Theunissen C, van Ierssel SH, Vlieghe E, Bartholomeus E, Mullan K, Adriaensen W, Vanham G, Ogunjimi B, Laukens K, Vercauteren K, Meysman P. Leveraging T-cell receptor - epitope recognition models to disentangle unique and cross-reactive T-cell response to SARS-CoV-2 during COVID-19 progression/resolution. Front Immunol 2023; 14:1130876. [PMID: 37325653 PMCID: PMC10264683 DOI: 10.3389/fimmu.2023.1130876] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 05/15/2023] [Indexed: 06/17/2023] Open
Abstract
Despite the general agreement on the significance of T cells during SARS-CoV-2 infection, the clinical impact of specific and cross-reactive T-cell responses remains uncertain. Understanding this aspect could provide insights for adjusting vaccines and maintaining robust long-term protection against continuously emerging variants. To characterize CD8+ T-cell response to SARS-CoV-2 epitopes unique to the virus (SC2-unique) or shared with other coronaviruses (CoV-common), we trained a large number of T-cell receptor (TCR) - epitope recognition models for MHC-I-presented SARS-CoV-2 epitopes from publicly available data. These models were then applied to longitudinal CD8+ TCR repertoires from critical and non-critical COVID-19 patients. In spite of comparable initial CoV-common TCR repertoire depth and CD8+ T-cell depletion, the temporal dynamics of SC2-unique TCRs differed depending on the disease severity. Specifically, while non-critical patients demonstrated a large and diverse SC2-unique TCR repertoire by the second week of the disease, critical patients did not. Furthermore, only non-critical patients exhibited redundancy in the CD8+ T-cell response to both groups of epitopes, SC2-unique and CoV-common. These findings indicate a valuable contribution of the SC2-unique CD8+ TCR repertoires. Therefore, a combination of specific and cross-reactive CD8+ T-cell responses may offer a stronger clinical advantage. Besides tracking the specific and cross-reactive SARS-CoV-2 CD8+ T cells in any TCR repertoire, our analytical framework can be expanded to more epitopes and assist in the assessment and monitoring of CD8+ T-cell response to other infections.
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Affiliation(s)
- Anna Postovskaya
- Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium
- Biomedical Informatics Research Network Antwerp (BIOMINA), University of Antwerp, Antwerp, Belgium
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
- Clinical Virology Unit, Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Alexandra Vujkovic
- Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
- Clinical Virology Unit, Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Tessa de Block
- Clinical Virology Unit, Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Lida van Petersen
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | | | - Isabel Brosius
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Emmanuel Bottieau
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Christophe Van Dijck
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Centre for Health Economics Research & Modeling Infectious Diseases (CHERMID), Vaccine & Infectious Disease Institute (VAXINFECTIO), University of Antwerp, Antwerp, Belgium
| | - Caroline Theunissen
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Sabrina H. van Ierssel
- Department of General Internal Medicine, Infectious Diseases and Tropical Medicine, Antwerp University Hospital, Edegem, Belgium
- Global Health Institute, University of Antwerp, Antwerp, Belgium
| | - Erika Vlieghe
- Department of General Internal Medicine, Infectious Diseases and Tropical Medicine, Antwerp University Hospital, Edegem, Belgium
| | - Esther Bartholomeus
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
- Department of Medical Genetics, University of Antwerp, Antwerp, Belgium
| | - Kerry Mullan
- Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium
- Biomedical Informatics Research Network Antwerp (BIOMINA), University of Antwerp, Antwerp, Belgium
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
| | - Wim Adriaensen
- Clinical Immunology Unit, Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Guido Vanham
- Global Health Institute, University of Antwerp, Antwerp, Belgium
| | - Benson Ogunjimi
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
- Centre for Health Economics Research & Modeling Infectious Diseases (CHERMID), Vaccine & Infectious Disease Institute (VAXINFECTIO), University of Antwerp, Antwerp, Belgium
- Antwerp Center for Translational Immunology and Virology (ACTIV), Vaccine and Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
- Department of Paediatrics, Antwerp University Hospital, Antwerp, Belgium
| | - Kris Laukens
- Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium
- Biomedical Informatics Research Network Antwerp (BIOMINA), University of Antwerp, Antwerp, Belgium
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
| | - Koen Vercauteren
- Clinical Virology Unit, Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Pieter Meysman
- Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium
- Biomedical Informatics Research Network Antwerp (BIOMINA), University of Antwerp, Antwerp, Belgium
- Antwerp Unit for Data Analysis and Computation in Immunology and Sequencing (AUDACIS), University of Antwerp, Antwerp, Belgium
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25
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Arieta CM, Xie YJ, Rothenberg DA, Diao H, Harjanto D, Meda S, Marquart K, Koenitzer B, Sciuto TE, Lobo A, Zuiani A, Krumm SA, Cadima Couto CI, Hein S, Heinen AP, Ziegenhals T, Liu-Lupo Y, Vogel AB, Srouji JR, Fesser S, Thanki K, Walzer K, Addona TA, Türeci Ö, Şahin U, Gaynor RB, Poran A. The T-cell-directed vaccine BNT162b4 encoding conserved non-spike antigens protects animals from severe SARS-CoV-2 infection. Cell 2023; 186:2392-2409.e21. [PMID: 37164012 PMCID: PMC10099181 DOI: 10.1016/j.cell.2023.04.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 03/12/2023] [Accepted: 04/05/2023] [Indexed: 05/12/2023]
Abstract
T cell responses play an important role in protection against beta-coronavirus infections, including SARS-CoV-2, where they associate with decreased COVID-19 disease severity and duration. To enhance T cell immunity across epitopes infrequently altered in SARS-CoV-2 variants, we designed BNT162b4, an mRNA vaccine component that is intended to be combined with BNT162b2, the spike-protein-encoding vaccine. BNT162b4 encodes variant-conserved, immunogenic segments of the SARS-CoV-2 nucleocapsid, membrane, and ORF1ab proteins, targeting diverse HLA alleles. BNT162b4 elicits polyfunctional CD4+ and CD8+ T cell responses to diverse epitopes in animal models, alone or when co-administered with BNT162b2 while preserving spike-specific immunity. Importantly, we demonstrate that BNT162b4 protects hamsters from severe disease and reduces viral titers following challenge with viral variants. These data suggest that a combination of BNT162b2 and BNT162b4 could reduce COVID-19 disease severity and duration caused by circulating or future variants. BNT162b4 is currently being clinically evaluated in combination with the BA.4/BA.5 Omicron-updated bivalent BNT162b2 (NCT05541861).
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Affiliation(s)
| | - Yushu Joy Xie
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA
| | | | - Huitian Diao
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA
| | - Dewi Harjanto
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA
| | - Shirisha Meda
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA
| | | | | | | | | | - Adam Zuiani
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA
| | | | | | | | | | | | | | | | - John R Srouji
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA
| | | | | | | | | | - Özlem Türeci
- BioNTech SE, An der Goldgrube 12, 55131 Mainz, Germany; HI-TRON - Helmholtz Institute for Translational Oncology Mainz by DKFZ, Obere Zahlbacherstr. 63, 55131 Mainz, Germany
| | - Uğur Şahin
- BioNTech SE, An der Goldgrube 12, 55131 Mainz, Germany; TRON gGmbH - Translational Oncology at the University Medical Center of the Johannes Gutenberg University, Freiligrathstraße 12, 55131 Mainz, Germany
| | | | - Asaf Poran
- BioNTech US, 40 Erie Street, Cambridge, MA 02139, USA.
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26
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Lie-Andersen O, Hübbe ML, Subramaniam K, Steen-Jensen D, Bergmann AC, Justesen D, Holmström MO, Turtle L, Justesen S, Lança T, Hansen M. Impact of peptide:HLA complex stability for the identification of SARS-CoV-2-specific CD8 +T cells. Front Immunol 2023; 14:1151659. [PMID: 37275886 PMCID: PMC10232890 DOI: 10.3389/fimmu.2023.1151659] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 04/27/2023] [Indexed: 06/07/2023] Open
Abstract
Induction of a lasting protective immune response is dependent on presentation of epitopes to patrolling T cells through the HLA complex. While peptide:HLA (pHLA) complex affinity alone is widely exploited for epitope selection, we demonstrate that including the pHLA complex stability as a selection parameter can significantly reduce the high false discovery rate observed with predicted affinity. In this study, pHLA complex stability was measured on three common class I alleles and 1286 overlapping 9-mer peptides derived from the SARS-CoV-2 Spike protein. Peptides were pooled based on measured stability and predicted affinity. Strikingly, stability of the pHLA complex was shown to strongly select for immunogenic epitopes able to activate functional CD8+T cells. This result was observed across the three studied alleles and in both vaccinated and convalescent COVID-19 donors. Deconvolution of peptide pools showed that specific CD8+T cells recognized one or two dominant epitopes. Moreover, SARS-CoV-2 specific CD8+T cells were detected by tetramer-staining across multiple donors. In conclusion, we show that stability analysis of pHLA is a key factor for identifying immunogenic epitopes.
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Affiliation(s)
- Olivia Lie-Andersen
- Immunitrack ApS, Copenhagen, Denmark
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
- Department of Bioengineering, Technical University of Denmark, Lyngby, Denmark
| | - Mie Linder Hübbe
- Immunitrack ApS, Copenhagen, Denmark
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Krishanthi Subramaniam
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | | | | | | | - Morten Orebo Holmström
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Lance Turtle
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | | | | | - Morten Hansen
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
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27
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Chour W, Choi J, Xie J, Chaffee ME, Schmitt TM, Finton K, DeLucia DC, Xu AM, Su Y, Chen DG, Zhang R, Yuan D, Hong S, Ng AHC, Butler JZ, Edmark RA, Jones LC, Murray KM, Peng S, Li G, Strong RK, Lee JK, Goldman JD, Greenberg PD, Heath JR. Large libraries of single-chain trimer peptide-MHCs enable antigen-specific CD8+ T cell discovery and analysis. Commun Biol 2023; 6:528. [PMID: 37193826 PMCID: PMC10186326 DOI: 10.1038/s42003-023-04899-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 05/01/2023] [Indexed: 05/18/2023] Open
Abstract
The discovery and characterization of antigen-specific CD8+ T cell clonotypes typically involves the labor-intensive synthesis and construction of peptide-MHC tetramers. We adapt single-chain trimer (SCT) technologies into a high throughput platform for pMHC library generation, showing that hundreds can be rapidly prepared across multiple Class I HLA alleles. We use this platform to explore the impact of peptide and SCT template mutations on protein expression yield, thermal stability, and functionality. SCT libraries were an efficient tool for identifying T cells recognizing commonly reported viral epitopes. We then construct SCT libraries to capture SARS-CoV-2 specific CD8+ T cells from COVID-19 participants and healthy donors. The immunogenicity of these epitopes is validated by functional assays of T cells with cloned TCRs captured using SCT libraries. These technologies should enable the rapid analyses of peptide-based T cell responses across several contexts, including autoimmunity, cancer, or infectious disease.
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Affiliation(s)
- William Chour
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Jongchan Choi
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Jingyi Xie
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA, 98195, USA
| | - Mary E Chaffee
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Thomas M Schmitt
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Kathryn Finton
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Diana C DeLucia
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Alexander M Xu
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Yapeng Su
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Daniel G Chen
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Department of Microbiology and Department of Informatics, University of Washington, Seattle, WA, 98195, USA
| | - Rongyu Zhang
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Dan Yuan
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Sunga Hong
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Alphonsus H C Ng
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Jonah Z Butler
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Rick A Edmark
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | | | - Kim M Murray
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | | | - Guideng Li
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, China
- Key Laboratory of Synthetic Biology Regulatory Element, Chinese Academy of Medical Sciences, Beijing, China
| | - Roland K Strong
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - John K Lee
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Jason D Goldman
- Swedish Center for Research and Innovation, Swedish Medical Center, Seattle, WA, 98104, USA
- Division of Infectious Disease, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Philip D Greenberg
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
- Department of Immunology, University of Washington, Seattle, WA, 98195, USA
| | - James R Heath
- Institute for Systems Biology, Seattle, WA, 98109, USA.
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA.
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28
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Tippalagama R, Chihab LY, Kearns K, Lewis S, Panda S, Willemsen L, Burel JG, Lindestam Arlehamn CS. Antigen-specificity measurements are the key to understanding T cell responses. Front Immunol 2023; 14:1127470. [PMID: 37122719 PMCID: PMC10140422 DOI: 10.3389/fimmu.2023.1127470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 03/30/2023] [Indexed: 05/02/2023] Open
Abstract
Antigen-specific T cells play a central role in the adaptive immune response and come in a wide range of phenotypes. T cell receptors (TCRs) mediate the antigen-specificities found in T cells. Importantly, high-throughput TCR sequencing provides a fingerprint which allows tracking of specific T cells and their clonal expansion in response to particular antigens. As a result, many studies have leveraged TCR sequencing in an attempt to elucidate the role of antigen-specific T cells in various contexts. Here, we discuss the published approaches to studying antigen-specific T cells and their specific TCR repertoire. Further, we discuss how these methods have been applied to study the TCR repertoire in various diseases in order to characterize the antigen-specific T cells involved in the immune control of disease.
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29
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Tada T, Peng JY, Dcosta BM, Landau NR. Single-epitope T cell-based vaccine protects against SARS-CoV-2 infection in a preclinical animal model. JCI Insight 2023; 8:167306. [PMID: 37036004 PMCID: PMC10132166 DOI: 10.1172/jci.insight.167306] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 02/21/2023] [Indexed: 04/11/2023] Open
Abstract
Currently authorized COVID-19 vaccines induce humoral and cellular responses to epitopes in the SARS-CoV-2 spike protein, though the relative roles of antibodies and T cells in protection are not well understood. To understand the role of vaccine-elicited T cell responses in protection, we established a T cell-only vaccine using a DC-targeted lentiviral vector expressing single CD8+ T cell epitopes of the viral nucleocapsid, spike, and ORF1. Immunization of angiotensin-converting enzyme 2-transgenic mice with ex vivo lentiviral vector-transduced DCs or by direct injection of the vector induced the proliferation of functional antigen-specific CD8+ T cells, resulting in a 3-log decrease in virus load upon live virus challenge that was effective against the ancestral virus and Omicron variants. The Pfizer/BNT162b2 vaccine was also protective in mice, but the antibodies elicited did not cross-react on the Omicron variants, suggesting that the protection was mediated by T cells. The studies suggest that the T cell response plays an important role in vaccine protection. The findings suggest that the incorporation of additional T cell epitopes into current vaccines would increase their effectiveness and broaden protection.
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30
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Zornikova KV, Sheetikov SA, Rusinov AY, Iskhakov RN, Bogolyubova AV. Architecture of the SARS-CoV-2-specific T cell repertoire. Front Immunol 2023; 14:1070077. [PMID: 37020560 PMCID: PMC10067759 DOI: 10.3389/fimmu.2023.1070077] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 03/08/2023] [Indexed: 03/22/2023] Open
Abstract
The T cell response plays an indispensable role in the early control and successful clearance of SARS-CoV-2 infection. However, several important questions remain about the role of cellular immunity in COVID-19, including the shape and composition of disease-specific T cell repertoires across convalescent patients and vaccinated individuals, and how pre-existing T cell responses to other pathogens—in particular, common cold coronaviruses—impact susceptibility to SARS-CoV-2 infection and the subsequent course of disease. This review focuses on how the repertoire of T cell receptors (TCR) is shaped by natural infection and vaccination over time. We also summarize current knowledge regarding cross-reactive T cell responses and their protective role, and examine the implications of TCR repertoire diversity and cross-reactivity with regard to the design of vaccines that confer broader protection against SARS-CoV-2 variants.
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Affiliation(s)
- Ksenia V. Zornikova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
| | - Saveliy A. Sheetikov
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Alexander Yu Rusinov
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Rustam N. Iskhakov
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Apollinariya V. Bogolyubova
- Laboratory of Transplantation Immunology, National Medical Research Center for Hematology, Moscow, Russia
- *Correspondence: Apollinariya V. Bogolyubova,
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31
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Yang G, Wang J, Sun P, Qin J, Yang X, Chen D, Zhang Y, Zhong N, Wang Z. SARS-CoV-2 epitope-specific T cells: Immunity response feature, TCR repertoire characteristics and cross-reactivity. Front Immunol 2023; 14:1146196. [PMID: 36969254 PMCID: PMC10036809 DOI: 10.3389/fimmu.2023.1146196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 03/01/2023] [Indexed: 03/12/2023] Open
Abstract
The devastating COVID-19 pandemic caused by SARS-CoV-2 and multiple variants or subvariants remains an ongoing global challenge. SARS-CoV-2-specific T cell responses play a critical role in early virus clearance, disease severity control, limiting the viral transmission and underpinning COVID-19 vaccine efficacy. Studies estimated broad and robust T cell responses in each individual recognized at least 30 to 40 SARS-CoV-2 antigen epitopes and associated with COVID-19 clinical outcome. Several key immunodominant viral proteome epitopes, including S protein- and non-S protein-derived epitopes, may primarily induce potent and long-lasting antiviral protective effects. In this review, we summarized the immune response features of immunodominant epitope-specific T cells targeting different SRAS-CoV-2 proteome structures after infection and vaccination, including abundance, magnitude, frequency, phenotypic features and response kinetics. Further, we analyzed the epitopes immunodominance hierarchy in combination with multiple epitope-specific T cell attributes and TCR repertoires characteristics, and discussed the significant implications of cross-reactive T cells toward HCoVs, SRAS-CoV-2 and variants of concern, especially Omicron. This review may be essential for mapping the landscape of T cell responses toward SARS-CoV-2 and optimizing the current vaccine strategy.
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Affiliation(s)
- Gang Yang
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
- Guangzhou Laboratory, Guangzhou, China
- Department of Pulmonary and Critical Care Medicine, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Junxiang Wang
- State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Ping Sun
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
| | - Jian Qin
- Department of Pulmonary and Critical Care Medicine, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Xiaoyun Yang
- Guangzhou Laboratory, Guangzhou, China
- State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Daxiang Chen
- Guangzhou Laboratory, Guangzhou, China
- State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Yunhui Zhang
- Department of Pulmonary and Critical Care Medicine, The First People’s Hospital of Yunnan Province, Kunming, China
| | - Nanshan Zhong
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China
- Guangzhou Laboratory, Guangzhou, China
- State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Zhongfang Wang
- Guangzhou Laboratory, Guangzhou, China
- State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
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32
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Employing T-Cell Memory to Effectively Target SARS-CoV-2. Pathogens 2023; 12:pathogens12020301. [PMID: 36839573 PMCID: PMC9967959 DOI: 10.3390/pathogens12020301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/15/2023] Open
Abstract
Well-trained T-cell immunity is needed for early viral containment, especially with the help of an ideal vaccine. Although most severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected convalescent cases have recovered with the generation of virus-specific memory T cells, some cases have encountered T-cell abnormalities. The emergence of several mutant strains has even threatened the effectiveness of the T-cell immunity that was established with the first-generation vaccines. Currently, the development of next-generation vaccines involves trying several approaches to educate T-cell memory to trigger a broad and fast response that targets several viral proteins. As the shaping of T-cell immunity in its fast and efficient form becomes important, this review discusses several interesting vaccine approaches to effectively employ T-cell memory for efficient viral containment. In addition, some essential facts and future possible consequences of using current vaccines are also highlighted.
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33
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Lo Tartaro D, Paolini A, Mattioli M, Swatler J, Neroni A, Borella R, Santacroce E, Di Nella A, Gozzi L, Busani S, Cuccorese M, Trenti T, Meschiari M, Guaraldi G, Girardis M, Mussini C, Piwocka K, Gibellini L, Cossarizza A, De Biasi S. Detailed characterization of SARS-CoV-2-specific T and B cells after infection or heterologous vaccination. Front Immunol 2023; 14:1123724. [PMID: 36845156 PMCID: PMC9947839 DOI: 10.3389/fimmu.2023.1123724] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 01/23/2023] [Indexed: 02/11/2023] Open
Abstract
The formation of a robust long-term antigen (Ag)-specific memory, both humoral and cell-mediated, is created following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection or vaccination. Here, by using polychromatic flow cytometry and complex data analyses, we deeply investigated the magnitude, phenotype, and functionality of SARS-CoV-2-specific immune memory in two groups of healthy subjects after heterologous vaccination compared to a group of subjects who recovered from SARS-CoV-2 infection. We find that coronavirus disease 2019 (COVID-19) recovered patients show different long-term immunological profiles compared to those of donors who had been vaccinated with three doses. Vaccinated individuals display a skewed T helper (Th)1 Ag-specific T cell polarization and a higher percentage of Ag-specific and activated memory B cells expressing immunoglobulin (Ig)G compared to those of patients who recovered from severe COVID-19. Different polyfunctional properties characterize the two groups: recovered individuals show higher percentages of CD4+ T cells producing one or two cytokines simultaneously, while the vaccinated are distinguished by highly polyfunctional populations able to release four molecules, namely, CD107a, interferon (IFN)-γ, tumor necrosis factor (TNF), and interleukin (IL)-2. These data suggest that functional and phenotypic properties of SARS-CoV-2 adaptive immunity differ in recovered COVID-19 individuals and vaccinated ones.
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Affiliation(s)
- Domenico Lo Tartaro
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Annamaria Paolini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Marco Mattioli
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Julian Swatler
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
- Laboratory of Cytometry, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Anita Neroni
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Elena Santacroce
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Alessia Di Nella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Licia Gozzi
- Infectious Diseases Clinics, Azienda Ospedaliero-Universitaria (AOU) Policlinico di Modena, Modena, Italy
| | - Stefano Busani
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Department of Anesthesia and Intensive Care, Azienda Ospedaliero-Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Michela Cuccorese
- Department of Laboratory Medicine and Pathology, Diagnostic Hematology and Clinical Genomics, Azienda Unità Sanitaria Locale AUSL/AOU Policlinico, Modena, Italy
| | - Tommaso Trenti
- Department of Laboratory Medicine and Pathology, Diagnostic Hematology and Clinical Genomics, Azienda Unità Sanitaria Locale AUSL/AOU Policlinico, Modena, Italy
| | - Marianna Meschiari
- Infectious Diseases Clinics, Azienda Ospedaliero-Universitaria (AOU) Policlinico di Modena, Modena, Italy
| | - Giovanni Guaraldi
- Infectious Diseases Clinics, Azienda Ospedaliero-Universitaria (AOU) Policlinico di Modena, Modena, Italy
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Massimo Girardis
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Modena, Italy
- Department of Anesthesia and Intensive Care, Azienda Ospedaliero-Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Cristina Mussini
- Infectious Diseases Clinics, Azienda Ospedaliero-Universitaria (AOU) Policlinico di Modena, Modena, Italy
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Katarzyna Piwocka
- Laboratory of Cytometry, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Lara Gibellini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
- National Institute for Cardiovascular Research, Bologna, Italy
| | - Sara De Biasi
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
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34
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Koh JY, Kim DU, Moon BH, Shin EC. Human CD8 + T-Cell Populations That Express Natural Killer Receptors. Immune Netw 2023; 23:e8. [PMID: 36911797 PMCID: PMC9995994 DOI: 10.4110/in.2023.23.e8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/07/2023] [Accepted: 02/07/2023] [Indexed: 03/07/2023] Open
Abstract
CD8+ T cells are activated by TCRs that recognize specific cognate Ags, while NK-cell activation is regulated by a balance between signals from germline-encoded activating and inhibitory NK receptors. Through these different processes of Ag recognition, CD8+ T cells and NK cells play distinct roles as adaptive and innate immune cells, respectively. However, some human CD8+ T cells have been found to express activating or inhibitory NK receptors. CD8+ T-cell populations expressing NK receptors straddle the innate-adaptive boundary with their innate-like features. Recent breakthrough technical advances in multi-omics analysis have enabled elucidation of the unique immunologic characteristics of these populations. However, studies have not yet fully clarified the heterogeneity and immunological characteristics of each CD8+ T-cell population expressing NK receptors. Here we aimed to review the current knowledge of various CD8+ T-cell populations expressing NK receptors, and to pave the way for delineating the landscape and identifying the various roles of these T-cell populations.
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Affiliation(s)
- June-Young Koh
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea.,Genome Insight, Inc., Daejeon 34051, Korea
| | - Dong-Uk Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea
| | - Bae-Hyeon Moon
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea
| | - Eui-Cheol Shin
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 34141, Korea.,The Center for Viral Immunology, Korea Virus Research Institute, Institute for Basic Science (IBS), Daejeon 34126, Korea
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35
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Meyer S, Blaas I, Bollineni RC, Delic-Sarac M, Tran TT, Knetter C, Dai KZ, Madssen TS, Vaage JT, Gustavsen A, Yang W, Nissen-Meyer LSH, Douvlataniotis K, Laos M, Nielsen MM, Thiede B, Søraas A, Lund-Johansen F, Rustad EH, Olweus J. Prevalent and immunodominant CD8 T cell epitopes are conserved in SARS-CoV-2 variants. Cell Rep 2023; 42:111995. [PMID: 36656713 PMCID: PMC9826989 DOI: 10.1016/j.celrep.2023.111995] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/16/2022] [Accepted: 12/28/2022] [Indexed: 01/11/2023] Open
Abstract
The emergence of SARS-CoV-2 variants of concern (VOC) is driven by mutations that mediate escape from neutralizing antibodies. There is also evidence that mutations can cause loss of T cell epitopes. However, studies on viral escape from T cell immunity have been hampered by uncertain estimates of epitope prevalence. Here, we map and quantify CD8 T cell responses to SARS-CoV-2-specific minimal epitopes in blood drawn from April to June 2020 from 83 COVID-19 convalescents. Among 37 HLA ligands eluted from five prevalent alleles and an additional 86 predicted binders, we identify 29 epitopes with an immunoprevalence ranging from 3% to 100% among individuals expressing the relevant HLA allele. Mutations in VOC are reported in 10.3% of the epitopes, while 20.6% of the non-immunogenic peptides are mutated in VOC. The nine most prevalent epitopes are conserved in VOC. Thus, comprehensive mapping of epitope prevalence does not provide evidence that mutations in VOC are driven by escape of T cell immunity.
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Affiliation(s)
- Saskia Meyer
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Isaac Blaas
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Ravi Chand Bollineni
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Marina Delic-Sarac
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Trung T. Tran
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Cathrine Knetter
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Ke-Zheng Dai
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | | | - John T. Vaage
- Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway,Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Alice Gustavsen
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway
| | - Weiwen Yang
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | | | - Karolos Douvlataniotis
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Maarja Laos
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway,Institute of Biomedicine and Translational Medicine, Faculty of Medicine, University of Tartu, 50411 Tartu, Estonia
| | - Morten Milek Nielsen
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - Bernd Thiede
- Department of Biosciences, University of Oslo, 0371 Oslo, Norway
| | - Arne Søraas
- Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Fridtjof Lund-Johansen
- Department of Immunology, Oslo University Hospital, 0424 Oslo, Norway,ImmunoLingo Convergence Center, University of Oslo, 0372 Oslo, Norway
| | - Even H. Rustad
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway,Corresponding author
| | - Johanna Olweus
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, 0379 Oslo, Norway,Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway,Corresponding author
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36
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Shkurnikov M, Nersisyan S, Averinskaya D, Chekova M, Polyakov F, Titov A, Doroshenko D, Vechorko V, Tonevitsky A. HLA-A*01:01 allele diminishing in COVID-19 patients population associated with non-structural epitope abundance in CD8+ T-cell repertoire. PeerJ 2023; 11:e14707. [PMID: 36691482 PMCID: PMC9864130 DOI: 10.7717/peerj.14707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 12/15/2022] [Indexed: 01/19/2023] Open
Abstract
In mid-2021, the SARS-CoV-2 Delta variant caused the third wave of the COVID-19 pandemic in several countries worldwide. The pivotal studies were aimed at studying changes in the efficiency of neutralizing antibodies to the spike protein. However, much less attention was paid to the T-cell response and the presentation of virus peptides by MHC-I molecules. In this study, we compared the features of the HLA-I genotype in symptomatic patients with COVID-19 in the first and third waves of the pandemic. As a result, we could identify the diminishing of carriers of the HLA-A*01:01 allele in the third wave and demonstrate the unique properties of this allele. Thus, HLA-A*01:01-binding immunoprevalent epitopes are mostly derived from ORF1ab. A set of epitopes from ORF1ab was tested, and their high immunogenicity was confirmed. Moreover, analysis of the results of single-cell phenotyping of T-cells in recovered patients showed that the predominant phenotype in HLA-A*01:01 carriers is central memory T-cells. The predominance of T-lymphocytes of this phenotype may contribute to forming long-term T-cell immunity in carriers of this allele. Our results can be the basis for highly effective vaccines based on ORF1ab peptides.
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Affiliation(s)
- Maxim Shkurnikov
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia
| | - Stepan Nersisyan
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia
- Institute of Molecular Biology, The National Academy of Sciences of the Republic of Armenia, Yerevan, Armenia
- Armenian Bioinformatics Institute (ABI), Yerevan, Armenia
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Darya Averinskaya
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia
| | - Milena Chekova
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia
| | - Fedor Polyakov
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia
| | - Aleksei Titov
- National Research Center for Hematology, Moscow, Russia
| | | | | | - Alexander Tonevitsky
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
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37
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Jin X, Liu X, Shen C. A systemic review of T-cell epitopes defined from the proteome of SARS-CoV-2. Virus Res 2023; 324:199024. [PMID: 36526016 PMCID: PMC9757803 DOI: 10.1016/j.virusres.2022.199024] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 12/10/2022] [Accepted: 12/12/2022] [Indexed: 12/15/2022]
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection remains in a global pandemic, and no eradicative therapy is currently available. Host T cells have been shown to play a crucial role in the antiviral immune protection and pathology in Coronavirus disease 2019 (COVID-19) patients; thus, identifying sufficient T-cell epitopes from the SARS-CoV-2 proteome can contribute greatly to the development of T-cell epitope vaccines and the precise evaluation of host SARS-CoV-2-specific cellular immunity. This review presents a comprehensive map of T-cell epitopes functionally validated from SARS-CoV-2 antigens, the human leukocyte antigen (HLA) supertypes to present these epitopes, and the strategies to screen and identify T-cell epitopes. To the best of our knowledge, a total of 1349 CD8+ T-cell epitopes and 790 CD4+ T-cell epitopes have been defined by functional experiments thus far, but most are presented by approximately twenty common HLA supertypes, such as HLA-A0201, A2402, B0702, DR15, DR7 and DR11 molecules, and 74-80% of the T-cell epitopes are derived from S protein and nonstructural protein. These data provide useful insight into the development of vaccines and specific T-cell detection systems. However, the currently defined T-cell epitope repertoire cannot cover the HLA polymorphism of major populations in an indicated geographic region. More research is needed to depict an overall landscape of T-cell epitopes, which covers the overall SARS-CoV-2 proteome and global patients.
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Affiliation(s)
- Xiaoxiao Jin
- Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China 225002; Department of Microbiology and Immunology, Medical School of Southeast University, Nanjing, Jiangsu, China 210009
| | - Xiaotao Liu
- Department of Microbiology and Immunology, Medical School of Southeast University, Nanjing, Jiangsu, China 210009
| | - Chuanlai Shen
- Department of Microbiology and Immunology, Medical School of Southeast University, Nanjing, Jiangsu, China 210009.
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38
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Stanevich OV, Alekseeva EI, Sergeeva M, Fadeev AV, Komissarova KS, Ivanova AA, Simakova TS, Vasilyev KA, Shurygina AP, Stukova MA, Safina KR, Nabieva ER, Garushyants SK, Klink GV, Bakin EA, Zabutova JV, Kholodnaia AN, Lukina OV, Skorokhod IA, Ryabchikova VV, Medvedeva NV, Lioznov DA, Danilenko DM, Chudakov DM, Komissarov AB, Bazykin GA. SARS-CoV-2 escape from cytotoxic T cells during long-term COVID-19. Nat Commun 2023; 14:149. [PMID: 36627290 PMCID: PMC9831376 DOI: 10.1038/s41467-022-34033-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 10/11/2022] [Indexed: 01/11/2023] Open
Abstract
Evolution of SARS-CoV-2 in immunocompromised hosts may result in novel variants with changed properties. While escape from humoral immunity certainly contributes to intra-host evolution, escape from cellular immunity is poorly understood. Here, we report a case of long-term COVID-19 in an immunocompromised patient with non-Hodgkin's lymphoma who received treatment with rituximab and lacked neutralizing antibodies. Over the 318 days of the disease, the SARS-CoV-2 genome gained a total of 40 changes, 34 of which were present by the end of the study period. Among the acquired mutations, 12 reduced or prevented the binding of known immunogenic SARS-CoV-2 HLA class I antigens. By experimentally assessing the effect of a subset of the escape mutations, we show that they resulted in a loss of as much as ~1% of effector CD8 T cell response. Our results indicate that CD8 T cell escape represents a major underappreciated contributor to SARS-CoV-2 evolution in humans.
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Affiliation(s)
| | | | - Maria Sergeeva
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia
| | - Artem V Fadeev
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia
| | | | - Anna A Ivanova
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia
| | | | - Kirill A Vasilyev
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia
| | | | - Marina A Stukova
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia
| | - Ksenia R Safina
- Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia
| | - Elena R Nabieva
- A.A. Kharkevich Institute for Information Transmission Problems of the Russian Academy of Sciences, Moscow, Russia
| | - Sofya K Garushyants
- A.A. Kharkevich Institute for Information Transmission Problems of the Russian Academy of Sciences, Moscow, Russia.,National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - Galya V Klink
- A.A. Kharkevich Institute for Information Transmission Problems of the Russian Academy of Sciences, Moscow, Russia
| | - Evgeny A Bakin
- First Pavlov State Medical University, Saint-Petersburg, Russia.,Bioinformatics Institute, Saint Petersburg, Russia
| | | | - Anastasia N Kholodnaia
- First Pavlov State Medical University, Saint-Petersburg, Russia.,City Hospital 31, Saint-Petersburg, Russia
| | - Olga V Lukina
- First Pavlov State Medical University, Saint-Petersburg, Russia
| | | | | | | | - Dmitry A Lioznov
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia.,First Pavlov State Medical University, Saint-Petersburg, Russia
| | - Daria M Danilenko
- Smorodintsev Research Institute of Influenza, Saint-Petersburg, Russia
| | - Dmitriy M Chudakov
- Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia.,Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | | | - Georgii A Bazykin
- Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia. .,A.A. Kharkevich Institute for Information Transmission Problems of the Russian Academy of Sciences, Moscow, Russia.
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Clonal diversity predicts persistence of SARS-CoV-2 epitope-specific T-cell response. Commun Biol 2022; 5:1351. [PMID: 36494499 PMCID: PMC9734123 DOI: 10.1038/s42003-022-04250-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 11/11/2022] [Indexed: 12/13/2022] Open
Abstract
T cells play a pivotal role in reducing disease severity during SARS-CoV-2 infection and formation of long-term immune memory. We studied 50 COVID-19 convalescent patients and found that T cell response was induced more frequently and persisted longer than circulating antibodies. We identified 756 clonotypes specific to nine CD8+ T cell epitopes. Some epitopes were recognized by highly similar public clonotypes. Receptors for other epitopes were extremely diverse, suggesting alternative modes of recognition. We tracked persistence of epitope-specific response and individual clonotypes for a median of eight months after infection. The number of recognized epitopes per patient and quantity of epitope-specific clonotypes decreased over time, but the studied epitopes were characterized by uneven decline in the number of specific T cells. Epitopes with more clonally diverse TCR repertoires induced more pronounced and durable responses. In contrast, the abundance of specific clonotypes in peripheral circulation had no influence on their persistence.
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Li L, Gao M, Li J, Xie X, Zhao H, Wang Y, Xu X, Zu S, Chen C, Wan D, Duan J, Wang J, Aliyari SR, Gold S, Zhang J, Qin CF, Shi PY, Yang H, Cheng G. Identification of an immunogenic epitope and protective antibody against the furin cleavage site of SARS-CoV-2. EBioMedicine 2022; 87:104401. [PMID: 36508877 PMCID: PMC9732504 DOI: 10.1016/j.ebiom.2022.104401] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 11/16/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of the global coronavirus disease 2019 (COVID-19) pandemic, contains a unique, four amino acid (aa) "PRRA" insertion in the spike (S) protein that creates a transmembrane protease serine 2 (TMPRSS2)/furin cleavage site and enhances viral infectivity. More research into immunogenic epitopes and protective antibodies against this SARS-CoV-2 furin cleavage site is needed. METHODS Combining computational and experimental methods, we identified and characterized an immunogenic epitope overlapping the furin cleavage site that detects antibodies in COVID-19 patients and elicits strong antibody responses in immunized mice. We also identified a high-affinity monoclonal antibody from COVID-19 patient peripheral blood mononuclear cells; the antibody directly binds the furin cleavage site and protects against SARS-CoV-2 infection in a mouse model. FINDINGS The presence of "PRRA" amino acids in the S protein of SARS-CoV-2 not only creates a furin cleavage site but also generates an immunogenic epitope that elicits an antibody response in COVID-19 patients. An antibody against this epitope protected against SARS-CoV-2 infection in mice. INTERPRETATION The immunogenic epitope and protective antibody we have identified may augment our strategy in handling COVID-19 epidemic. FUNDING The National Natural Science Foundation of China (82102371, 91542201, 81925025, 82073181, and 81802870), the Chinese Academy of Medical Sciences Initiative for Innovative Medicine (2021-I2M-1-047 and 2022-I2M-2-004), the Non-profit Central Research Institute Fund of the Chinese Academy of Medical Sciences (2020-PT310-006, 2019XK310002, and 2018TX31001), the National Key Research and Development Project of China (2020YFC0841700), US National Institute of Health (NIH) funds grant AI158154, University of California Los Angeles (UCLA) AI and Charity Treks, and UCLA DGSOM BSCRC COVID-19 Award Program. H.Y. is supported by Natural Science Foundation of Jiangsu Province (BK20211554 andBE2022728).
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Affiliation(s)
- Lili Li
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China,Suzhou Institute of Systems Medicine, Suzhou, China
| | - Meiling Gao
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China,Suzhou Institute of Systems Medicine, Suzhou, China
| | - Jie Li
- Department of Laboratory Medicine, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Xuping Xie
- Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston, TX, USA
| | - Hui Zhao
- Department of Virology, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, AMMS, Beijing, China
| | | | - Xin Xu
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China,Suzhou Institute of Systems Medicine, Suzhou, China
| | - Shulong Zu
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China,Suzhou Institute of Systems Medicine, Suzhou, China
| | | | - Dingyi Wan
- AtaGenix Laboratories (Wuhan) Co., Ltd., Wuhan, China
| | - Jing Duan
- AtaGenix Laboratories (Wuhan) Co., Ltd., Wuhan, China
| | - Jingfeng Wang
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China,Suzhou Institute of Systems Medicine, Suzhou, China,Department of Microbiology, Immunology & Molecular Genetics, University of California, Los Angeles, CA, USA
| | - Saba R. Aliyari
- Department of Microbiology, Immunology & Molecular Genetics, University of California, Los Angeles, CA, USA
| | - Sarah Gold
- Department of Microbiology, Immunology & Molecular Genetics, University of California, Los Angeles, CA, USA
| | - Jicai Zhang
- Department of Laboratory Medicine, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Cheng-Feng Qin
- Department of Virology, State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, AMMS, Beijing, China,Corresponding author.
| | - Pei-Yong Shi
- Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston, TX, USA,Corresponding author.
| | - Heng Yang
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China,Suzhou Institute of Systems Medicine, Suzhou, China,Corresponding author.
| | - Genhong Cheng
- Department of Microbiology, Immunology & Molecular Genetics, University of California, Los Angeles, CA, USA,Corresponding author.
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Dicks MD, Rose LM, Russell RA, Bowman LA, Graham C, Jimenez-Guardeño JM, Doores KJ, Malim MH, Draper SJ, Howarth M, Biswas S. Modular capsid decoration boosts adenovirus vaccine-induced humoral immunity against SARS-CoV-2. Mol Ther 2022; 30:3639-3657. [PMID: 35949171 PMCID: PMC9364715 DOI: 10.1016/j.ymthe.2022.08.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 07/18/2022] [Accepted: 08/05/2022] [Indexed: 12/14/2022] Open
Abstract
Adenovirus vector vaccines have been widely and successfully deployed in response to coronavirus disease 2019 (COVID-19). However, despite inducing potent T cell immunity, improvement of vaccine-specific antibody responses upon homologous boosting is modest compared with other technologies. Here, we describe a system enabling modular decoration of adenovirus capsid surfaces with antigens and demonstrate potent induction of humoral immunity against these displayed antigens. Ligand attachment via a covalent bond was achieved using a protein superglue, DogTag/DogCatcher (similar to SpyTag/SpyCatcher), in a rapid and spontaneous reaction requiring only co-incubation of ligand and vector components. DogTag was inserted into surface-exposed loops in the adenovirus hexon protein to allow attachment of DogCatcher-fused ligands on virus particles. Efficient coverage of the capsid surface was achieved using various ligands, with vector infectivity retained in each case. Capsid decoration shielded particles from vector neutralizing antibodies. In prime-boost regimens, adenovirus vectors decorated with the receptor-binding domain of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) spike induced >10-fold higher SARS-CoV-2 neutralization titers compared with an undecorated vector encoding spike. Importantly, decorated vectors achieved equivalent or superior T cell immunogenicity against encoded antigens compared with undecorated vectors. We propose capsid decoration using protein superglues as a novel strategy to improve efficacy and boostability of adenovirus-based vaccines and therapeutics.
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Affiliation(s)
- Matthew D.J. Dicks
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK,Corresponding author: Matthew D. J. Dicks, SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK.
| | - Louisa M. Rose
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK
| | - Rebecca A. Russell
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK
| | - Lesley A.H. Bowman
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK
| | - Carl Graham
- Department of Infectious Diseases, School of Immunology & Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Jose M. Jimenez-Guardeño
- Department of Infectious Diseases, School of Immunology & Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Katie J. Doores
- Department of Infectious Diseases, School of Immunology & Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Michael H. Malim
- Department of Infectious Diseases, School of Immunology & Microbial Sciences, King’s College London, London SE1 9RT, UK
| | - Simon J. Draper
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK,Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Mark Howarth
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK,Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Sumi Biswas
- SpyBiotech Ltd, 7600 The Quorum, Oxford Business Park North, Oxford, OX4 2JZ, UK,The Jenner Institute, University of Oxford, Old Road Campus Research Building, Oxford OX3 7DQ, UK
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Chen LC, Nersisyan S, Wu CJ, Chang CM, Tonevitsky A, Guo CL, Chang WC. On the peptide binding affinity changes in population-specific HLA repertoires to the SARS-CoV-2 variants Delta and Omicron. J Autoimmun 2022; 133:102952. [PMID: 36427410 PMCID: PMC9650568 DOI: 10.1016/j.jaut.2022.102952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/05/2022] [Accepted: 11/06/2022] [Indexed: 11/13/2022]
Abstract
OBJECTIVE To investigate the changes of Spike protein-HLA binding affinity profiles between the Wuhan strain and two dominant variants, the Delta and the Omicron strains, among the Taiwanese, the British and the Russian populations. METHODS The HLA frequencies and the HLA-peptide binding affinity profiles in the T-CoV database were combined to conduct the study. We focused on the public alleles in the three populations (HLA-A, HLA-B, HLA-C, HLA-DRB1, and/or HLA-DPA1/DPB1 alleles) and the altered peptides of the spike protein (compared to the Wuhan strain) in the Delta G/478K·V1 (B.1.617.2 + AY.1 + AY.2) and the Omicron (BA.1) strains. RESULTS For the Delta strain, tight bindings of the altered peptides to the HLA alleles decrease in all three populations and almost vanish in the Taiwanese population. For the Omicron strain, tight bindings are mostly preserved for both HLA classes and in the Taiwanese and the British populations, with a slight reduction in HLA class II in the Taiwanese (1.4%), while the Russian population preserves a relatively high fraction of tight bindings for both HLA classes. CONCLUSION We comprehensively reported the changes in the HLA-associated SARS-CoV-2 Spike protein peptide binding profiles among the Taiwanese, the British, and the Russian populations. Further studies are needed to understand the immunological mechanisms and the clinical value of our findings.
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Affiliation(s)
- Lu-Chun Chen
- Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Stepan Nersisyan
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia,Institute of Molecular Biology, The National Academy of Sciences of the Republic of Armenia, Yerevan, Armenia,Armenian Bioinformatics Institute (ABI), Yerevan, Armenia
| | - Chang-Jiun Wu
- Department of Genomic Medicine, University of Texas, MD Anderson Cancer Center. Houston Texas, USA
| | - Che-Mai Chang
- Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Alexander Tonevitsky
- Faculty of Biology and Biotechnology, HSE University, Moscow, Russia,Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Chin-Lin Guo
- Institute of Physics, Academia Sinica, Taipei, Taiwan,Corresponding author. Institute of Physics, Academia Sinica, No. 128, Sec. 2, Academia Rd., Nangang Dist., Taipei City 115201, Taiwan. Tel.: (886) 988545414
| | - Wei-Chiao Chang
- Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, Taipei, Taiwan,Department of Medical Education and Research, Integrative Research Center for Critical Care, Wan fang Hospital, Taipei Medical University, Taipei, Taiwan,Master Program in Clinical Genomics and Proteomics, School of Pharmacy, Taipei Medical University, Taipei, Taiwan,Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan,Corresponding author. Department of Clinical Pharmacy, School of Pharmacy, Taipei Medical University, No. 250 Wuxing St., Xinyi Dist., Taipei City 110, Taiwan. Tel.: (886) 928121979
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Seghatchian J, Pereira P, Lanza F. Spotlights on the latest opinions on identification, prevention, and management of newer CoV-2 variants: A roundup appraisal on innovative ideas and designer vaccines for Omicron. Transfus Apher Sci 2022; 61:103499. [PMID: 35811273 PMCID: PMC9250817 DOI: 10.1016/j.transci.2022.103499] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 05/02/2022] [Accepted: 06/30/2022] [Indexed: 10/24/2022]
Abstract
Although mass vaccination combined with some other preventative strategies and lockdown was associated with some early signs that COVID-19 infection might be fading away, the over 35 sites mutated new South African variant, "Omicron", emerged almost globally. Certain predisposed hosts may develop severe inflammatory thrombotic or mild long-Covid conditions due to this variant, which depletes T-cells, neutralizes antibodies circulating in the body, and coincidentally induces hypercoagulability. The surge of Omicron combined with Delta variants may confer unresponsiveness to the currently available vaccines even when the second dose is given up to 90 days. A drop in the antibody levels by 30 % has been identified in omicron-infected individuals, and one in five people is resistant to antibody treatment. This poses major concerns in the transmissibility rate of this new variant, even in a heavy mass vaccinated environment. This heavily mutated Omicron with other spike sites facilitates viral entry into the cells through conformational changes, irrespective of circulating neutralising antibody. Based on this consideration, we believe that speeding up mixed-matched vaccines with higher T-cell stimulation ability may improve the current situation. Moreover, large orders for antiviral drugs and monoclonal antibodies that could tackle Omicron combined with other variants may be valuable. The use of free polyclonal antibody donations and, hopefully, T-cell immunotherapy, may represent further breakthrough therapeutic interventions. However, Omicron infection is relatively milder than the ongoing Delta variant but is extremely contagious, and therefore the development of novel interventions is highly demanding.
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Affiliation(s)
- Jerard Seghatchian
- International Consultancy in Innovative Manufacturing and Quality/Safety of Blood-Derived Bioproducts. London, England, UK
| | - Paulo Pereira
- Portuguese Institute of Blood and Transplantation, Lisbon, Portugal
| | - Francesco Lanza
- Hematology Unit & Romagna Transplant Network, Ravenna, Italy.
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44
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Enomoto N. Pathological Roles of Pulmonary Cells in Acute Lung Injury: Lessons from Clinical Practice. Int J Mol Sci 2022; 23:ijms232315027. [PMID: 36499351 PMCID: PMC9736972 DOI: 10.3390/ijms232315027] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 11/23/2022] [Accepted: 11/26/2022] [Indexed: 12/05/2022] Open
Abstract
Interstitial lung diseases (ILD) are relatively rare and sometimes become life threatening. In particular, rapidly progressive ILD, which frequently presents as acute lung injury (ALI) on lung histopathology, shows poor prognosis if proper and immediate treatments are not initiated. These devastating conditions include acute exacerbation of idiopathic pulmonary fibrosis (AE-IPF), clinically amyopathic dermatomyositis (CADM), epidermal growth factor receptor-tyrosine kinase inhibitor (EGFR-TKI)-induced lung injury, and severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) infection named coronavirus disease 2019 (COVID-19). In this review, clinical information, physical findings, laboratory examinations, and findings on lung high-resolution computed tomography and lung histopathology are presented, focusing on majorly damaged cells in each disease. Furthermore, treatments that should be immediately initiated in clinical practice for each disease are illustrated to save patients with these diseases.
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Affiliation(s)
- Noriyuki Enomoto
- Second Division, Department of Internal Medicine, Hamamatsu University School of Medicine, Hamamatsu 431-3192, Japan; ; Tel.: +81-53-435-2263; Fax: +81-53-435-2354
- Health Administration Center, Hamamatsu University School of Medicine, 1-20-1 Handayama, Hamamatsu 431-3192, Japan
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Shafqat A, Omer MH, Ahmad O, Niaz M, Abdulkader HS, Shafqat S, Mushtaq AH, Shaik A, Elshaer AN, Kashir J, Alkattan K, Yaqinuddin A. SARS-CoV-2 epitopes inform future vaccination strategies. Front Immunol 2022; 13:1041185. [PMID: 36505475 PMCID: PMC9732895 DOI: 10.3389/fimmu.2022.1041185] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 11/11/2022] [Indexed: 11/27/2022] Open
Abstract
All currently approved COVID-19 vaccines utilize the spike protein as their immunogen. SARS-CoV-2 variants of concern (VOCs) contain mutations in the spike protein, enabling them to escape infection- and vaccination-induced immune responses to cause reinfection. New vaccines are hence being researched intensively. Studying SARS-CoV-2 epitopes is essential for vaccine design, as identifying targets of broadly neutralizing antibody responses and immunodominant T-cell epitopes reveal candidates for inclusion in next-generation COVID-19 vaccines. We summarize the major studies which have reported on SARS-CoV-2 antibody and T-cell epitopes thus far. These results suggest that a future of pan-coronavirus vaccines, which not only protect against SARS-CoV-2 but numerous other coronaviruses, may be possible. The T-cell epitopes of SARS-CoV-2 have gotten less attention than neutralizing antibody epitopes but may provide new strategies to control SARS-CoV-2 infection. T-cells target many SARS-CoV-2 antigens other than spike, recognizing numerous epitopes within these antigens, thereby limiting the chance of immune escape by VOCs that mainly possess spike protein mutations. Therefore, augmenting vaccination-induced T-cell responses against SARS-CoV-2 may provide adequate protection despite broad antibody escape by VOCs.
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Affiliation(s)
- Areez Shafqat
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia,*Correspondence: Areez Shafqat,
| | - Mohamed H. Omer
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Omar Ahmad
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - Mahnoor Niaz
- Medical College, Aga Khan University, Karachi, Pakistan
| | | | | | | | - Abdullah Shaik
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | | | - Junaid Kashir
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia,Department of Comparative Medicine, King Faisal Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Khaled Alkattan
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
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Shi Y, Huang J, Liu Y, Liu J, Guo X, Li J, Gong L, Zhou X, Cheng G, Qiu Y, You J, Lou Y. Structural and biochemical characteristics of mRNA nanoparticles determine anti-SARS-CoV-2 humoral and cellular immune responses. SCIENCE ADVANCES 2022; 8:eabo1827. [PMID: 36417530 PMCID: PMC9683711 DOI: 10.1126/sciadv.abo1827] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 10/03/2022] [Indexed: 06/16/2023]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic underlines the urgent need for effective mRNA vaccines. However, current understanding of the immunological outcomes of mRNA vaccines formulated under different nanoplatforms is insufficient. Here, severe acute respiratory syndrome coronavirus 2 receptor binding domain mRNA delivered via lipid nanoparticle (LNP), cationic nanoemulsion (CNE), and cationic liposome (Lipo) was constructed. Results demonstrated that the structural and biochemical characteristics of nanoparticles shaped their tissue dissemination, cellular uptake, and intracellular trafficking, which eventually determined the activation of antiviral humoral and cellular immunity. Specifically, LNP was mainly internalized by myocyte and subsequently circumvented lysosome degradation, giving rise to humoral-biased immune responses. Meanwhile, CNE and Lipo induced cellular-preferred immunity, which was respectively attributed to the better lysosomal escape in dendritic cells and the superior biodistribution in secondary lymphoid organs. Overall, this study may guide the design and clinical use of mRNA vaccines against COVID-19.
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Affiliation(s)
- Yingying Shi
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310000, People’s Republic of China
- College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Jiaxin Huang
- College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Yu Liu
- College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Jing Liu
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310000, People’s Republic of China
| | - Xuemeng Guo
- College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Jianhua Li
- Zhejiang Provincial Center for Disease Control and Prevention, 3399 Binsheng Road, Hangzhou, Zhejiang 310051, People’s Republic of China
| | - Liming Gong
- Zhejiang Provincial Center for Disease Control and Prevention, 3399 Binsheng Road, Hangzhou, Zhejiang 310051, People’s Republic of China
| | - Xin Zhou
- Ausper Biopharma Inc., 688 Bin’an Road, Hangzhou, Zhejiang 310051, People’s Republic of China
| | - Guofeng Cheng
- Ausper Biopharma Inc., 688 Bin’an Road, Hangzhou, Zhejiang 310051, People’s Republic of China
| | - Yunqing Qiu
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310000, People’s Republic of China
| | - Jian You
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310000, People’s Republic of China
- College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Yan Lou
- Zhejiang Provincial Key Laboratory for Drug Clinical Research and Evaluation, Department of Clinical Pharmacy, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 QingChun Road, Hangzhou, Zhejiang 310000, People’s Republic of China
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Heath J, Chour W, Choi J, Xie J, Chaffee M, Schmitt T, Finton K, Delucia D, Xu A, Su Y, Chen D, Zhang R, Yuan D, Hong S, Ng A, Butler J, Edmark R, Jones L, Murray K, Peng S, Li G, Strong R, Lee J, Goldman J, Greenberg P. Large libraries of single-chain trimer peptide-MHCs enable rapid antigen-specific CD8+ T cell discovery and analysis. RESEARCH SQUARE 2022:rs.3.rs-1090664. [PMID: 36415462 PMCID: PMC9681053 DOI: 10.21203/rs.3.rs-1090664/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
CD8 + cytotoxic T cell responses against viral infection represent a major element of the adaptive immune response. We describe the development of a peptide antigen - major histompatibility complex (pMHC) library representing the full SARS-CoV-2 viral proteome, and comprised of 634 pMHC multimers representing the A*02.01, A*24.02, and B*07.02 HLA alleles, as well as specific antigens associated with the cytomegalovirus (CMV). These libraries were used to capture non-expanded CD8 + T cells from blood samples collected from 64 infected individuals, and then analyzed using single cell RNA-seq. The discovery and characterization of antigen-specific CD8 + T cell clonotypes typically involves the labor-intensive synthesis and construction of peptide-MHC tetramers. We adapted single-chain trimer (SCT) technologies into a high throughput platform for pMHC library generation, showing that hundreds can be rapidly prepared across multiple Class I HLA alleles. We used this platform to explore the impact of peptide and SCT template mutations on protein expression yield, thermal stability, and functionality. SCT libraries were an efficient tool for identifying T cells recognizing commonly reported viral epitopes. We then constructed SCT libraries designed to capture SARS-CoV-2 specific CD8 + T cells from COVID-19 participants and healthy donors. The immunogenicity of these epitopes was validated by functional assays of T cells with cloned TCRs captured using SCT libraries. These technologies should enable the rapid analyses of peptide-based T cell responses across several contexts, including autoimmunity, cancer, or infectious disease.
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van den Dijssel J, Hagen RR, de Jongh R, Steenhuis M, Rispens T, Geerdes DM, Mok JY, Kragten AHM, Duurland MC, Verstegen NJM, van Ham SM, van Esch WJE, van Gisbergen KPJM, Hombrink P, ten Brinke A, van de Sandt CE. Parallel detection of SARS-CoV-2 epitopes reveals dynamic immunodominance profiles of CD8 + T memory cells in convalescent COVID-19 donors. Clin Transl Immunology 2022; 11:e1423. [PMID: 36254196 PMCID: PMC9568370 DOI: 10.1002/cti2.1423] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Revised: 06/09/2022] [Accepted: 09/23/2022] [Indexed: 11/10/2022] Open
Abstract
Objectives High-magnitude CD8+ T cell responses are associated with mild COVID-19 disease; however, the underlying characteristics that define CD8+ T cell-mediated protection are not well understood. The antigenic breadth and the immunodominance hierarchies of epitope-specific CD8+ T cells remain largely unexplored and are essential for the development of next-generation broad-protective vaccines. This study identified a broad spectrum of conserved SARS-CoV-2 CD8+ T cell epitopes and defined their respective immunodominance and phenotypic profiles following SARS-CoV-2 infection. Methods CD8+ T cells from 51 convalescent COVID-19 donors were analysed for their ability to recognise 133 predicted and previously described SARS-CoV-2-derived peptides restricted by 11 common HLA class I allotypes using heterotetramer combinatorial coding, which combined with phenotypic markers allowed in-depth ex vivo profiling of CD8+ T cell responses at quantitative and phenotypic levels. Results A comprehensive panel of 49 mostly conserved SARS-CoV-2-specific CD8+ T cell epitopes, including five newly identified low-magnitude epitopes, was established. We confirmed the immunodominance of HLA-A*01:01/ORF1ab1637-1646 and B*07:02/N105-113 and identified B*35:01/N325-333 as a third epitope with immunodominant features. The magnitude of subdominant epitope responses, including A*03:01/N361-369 and A*02:01/S269-277, depended on the donors' HLA-I context. All epitopes expressed prevalent memory phenotypes, with the highest memory frequencies in severe COVID-19 donors. Conclusion SARS-CoV-2 infection induces a predominant CD8+ T memory response directed against a broad spectrum of conserved SARS-CoV-2 epitopes, which likely contributes to long-term protection against severe disease. The observed immunodominance hierarchy emphasises the importance of T cell epitopes derived from nonspike proteins to the overall protective and cross-reactive immune response, which could aid future vaccine strategies.
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Affiliation(s)
- Jet van den Dijssel
- Department of HematopoiesisSanquin ResearchAmsterdamThe Netherlands,Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of Experimental ImmunohematologySanquin ResearchAmsterdamThe Netherlands
| | - Ruth R Hagen
- Department of HematopoiesisSanquin ResearchAmsterdamThe Netherlands,Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of Experimental ImmunohematologySanquin ResearchAmsterdamThe Netherlands
| | - Rivka de Jongh
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands
| | - Maurice Steenhuis
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands
| | - Theo Rispens
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands
| | | | - Juk Yee Mok
- Sanquin Reagents B.V.AmsterdamThe Netherlands
| | | | - Mariël C Duurland
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands
| | - Niels JM Verstegen
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands
| | - S Marieke van Ham
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands,Swammerdam Institute for Life SciencesUniversity of AmsterdamAmsterdamThe Netherlands
| | | | - Klaas PJM van Gisbergen
- Department of HematopoiesisSanquin ResearchAmsterdamThe Netherlands,Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands
| | - Pleun Hombrink
- Department of HematopoiesisSanquin ResearchAmsterdamThe Netherlands,Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands
| | - Anja ten Brinke
- Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of ImmunopathologySanquin ResearchAmsterdamThe Netherlands
| | - Carolien E van de Sandt
- Department of HematopoiesisSanquin ResearchAmsterdamThe Netherlands,Landsteiner LaboratoryAmsterdam UMC location University of AmsterdamAmsterdamThe Netherlands,Department of Microbiology and Immunology, Peter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVICAustralia
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49
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Qi F, Cao Y, Zhang S, Zhang Z. Single-cell analysis of the adaptive immune response to SARS-CoV-2 infection and vaccination. Front Immunol 2022; 13:964976. [PMID: 36119105 PMCID: PMC9478577 DOI: 10.3389/fimmu.2022.964976] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 08/10/2022] [Indexed: 12/04/2022] Open
Abstract
Amid the ongoing Coronavirus Disease 2019 (COVID-19) pandemic, vaccination and early therapeutic interventions are the most effective means to combat and control the severity of the disease. Host immune responses to SARS-CoV-2 and its variants, particularly adaptive immune responses, should be fully understood to develop improved strategies to implement these measures. Single-cell multi-omic technologies, including flow cytometry, single-cell transcriptomics, and single-cell T-cell receptor (TCR) and B-cell receptor (BCR) profiling, offer a better solution to examine the protective or pathological immune responses and molecular mechanisms associated with SARS-CoV-2 infection, thus providing crucial support for the development of vaccines and therapeutics for COVID-19. Recent reviews have revealed the overall immune landscape of natural SARS-CoV-2 infection, and this review will focus on adaptive immune responses (including T cells and B cells) to SARS-CoV-2 revealed by single-cell multi-omics technologies. In addition, we explore how the single-cell analyses disclose the critical components of immune protection and pathogenesis during SARS-CoV-2 infection through the comparison between the adaptive immune responses induced by natural infection and by vaccination.
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Affiliation(s)
- Furong Qi
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People’s Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Single-Cell Omics Reasearch and Application, Shenzhen, China
| | - Yingyin Cao
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People’s Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Shuye Zhang
- Clinical Center for BioTherapy and Institutes of Biomedical Sciences, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zheng Zhang
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People’s Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Single-Cell Omics Reasearch and Application, Shenzhen, China
- Shenzhen Research Center for Communicable Disease Diagnosis and Treatment of Chinese Academy of Medical Science, Shenzhen, China
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Ura T, Takeuchi M, Kawagoe T, Mizuki N, Okuda K, Shimada M. Current Vaccine Platforms in Enhancing T-Cell Response. Vaccines (Basel) 2022; 10:1367. [PMID: 36016254 PMCID: PMC9413345 DOI: 10.3390/vaccines10081367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/28/2022] [Accepted: 08/18/2022] [Indexed: 11/17/2022] Open
Abstract
The induction of T cell-mediated immunity is crucial in vaccine development. The most effective vaccine is likely to employ both cellular and humoral immune responses. The efficacy of a vaccine depends on T cells activated by antigen-presenting cells. T cells also play a critical role in the duration and cross-reactivity of vaccines. Moreover, pre-existing T-cell immunity is associated with a decreased severity of infectious diseases. Many technical and delivery platforms have been designed to induce T cell-mediated vaccine immunity. The immunogenicity of vaccines is enhanced by controlling the kinetics and targeted delivery. Viral vectors are attractive tools that enable the intracellular expression of foreign antigens and induce robust immunity. However, it is necessary to select an appropriate viral vector considering the existing anti-vector immunity that impairs vaccine efficacy. mRNA vaccines have the advantage of rapid and low-cost manufacturing and have been approved for clinical use as COVID-19 vaccines for the first time. mRNA modification and nanomaterial encapsulation can help address mRNA instability and translation efficacy. This review summarizes the T cell responses of vaccines against various infectious diseases based on vaccine technologies and delivery platforms and discusses the future directions of these cutting-edge platforms.
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Affiliation(s)
- Takehiro Ura
- Department of Ophthalmology and Visual Science, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Masaki Takeuchi
- Department of Ophthalmology and Visual Science, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Tatsukata Kawagoe
- Department of Ophthalmology and Visual Science, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
- Department of Ophthalmology and Visual Science, School of Medicine, St. Marianna University, Kawazaki 216-8511, Japan
| | - Nobuhisa Mizuki
- Department of Ophthalmology and Visual Science, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Kenji Okuda
- Department of Molecular Biodefense Research, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Masaru Shimada
- Department of Molecular Biodefense Research, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
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