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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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Azim S, Zubair H, Rousselle T, McDaniels JM, Shetty AC, Kuscu C, Kuscu C, Talwar M, Eason JD, Maluf DG, Mas VR. Single-cell RNA sequencing reveals peripheral blood mononuclear immune cell landscape associated with operational tolerance in a kidney transplant recipient. Am J Transplant 2023; 23:1434-1445. [PMID: 37201755 PMCID: PMC10527369 DOI: 10.1016/j.ajt.2023.04.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/29/2023] [Accepted: 04/15/2023] [Indexed: 05/20/2023]
Abstract
Operational tolerance (OT) after kidney transplantation is defined as stable graft acceptance without the need for immunosuppression therapy. However, it is not clear which cellular and molecular pathways are driving tolerance in these patients. In this first-of-its-kind pilot study, we assessed the immune landscape associated with OT using single-cell analyses. Peripheral mononuclear cells from a kidney transplant recipient with OT (Tol), 2 healthy individuals (HC), and a kidney transplant recipient with normal kidney function on standard-of-care immunosuppression (SOC) were evaluated. The immune landscape of the Tol was drastically different from that of SOC and emerged closer to the profile of HC. TCL1A+ naive B cells and LSGAL1+ regulatory T cells (Tregs) were in higher proportions in Tol. We were unable to identify the Treg subcluster in SOC. The ligand-receptor analysis in HC and Tol identified interactions between B cells, and Tregs that enhance the proliferation and suppressive function of Tregs. SOC reported the highest proportion of activated B cells with more cells in the G2M phase. Our single-cell RNA sequencing study identified the mediators of tolerance; however, it emphasizes the requirement of similar investigations on a larger cohort to reaffirm the role of immune cells in tolerance.
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Affiliation(s)
- Shafquat Azim
- Surgical Sciences Division, Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Haseeb Zubair
- Surgical Sciences Division, Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Thomas Rousselle
- Surgical Sciences Division, Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Jennifer M McDaniels
- Surgical Sciences Division, Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Amol C Shetty
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Cem Kuscu
- Department of Surgery, Transplant Research Institute, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Canan Kuscu
- Department of Surgery, Transplant Research Institute, College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Manish Talwar
- James D. Eason Transplant Institute, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - James D Eason
- James D. Eason Transplant Institute, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Daniel G Maluf
- Program in Transplantation, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Valeria R Mas
- Surgical Sciences Division, Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland, USA.
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Prockop SE, Hasan A, Doubrovina E, Dahi PB, Rodriguez-Sanchez I, Curry M, Mauguen A, Papanicolaou GA, Su Y, Yao J, Arcila M, Boulad F, Castro-Malaspina H, Cho C, Curran KJ, Giralt S, Kernan NA, Koehne G, Jakubowski A, Papadopoulos E, Perales MA, Politikos I, Price K, Selvakumar A, Sauter CS, Tamari R, Vizconde T, Young JW, O’Reilly RJ. Third-party cytomegalovirus-specific T cells improved survival in refractory cytomegalovirus viremia after hematopoietic transplant. J Clin Invest 2023; 133:e165476. [PMID: 36951958 PMCID: PMC10178844 DOI: 10.1172/jci165476] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 03/08/2023] [Indexed: 03/24/2023] Open
Abstract
BackgroundRefractory CMV viremia and disease are associated with significant morbidity and mortality in recipients of hematopoietic stem cell transplant (HCT).MethodsIn phase I/II trials, we treated 67 subjects for CMV viremia or disease arising after HCT with adoptive transfer of banked, third-party, CMVpp65-sensitized T cells (CMVpp65-VSTs). All were evaluable for toxicity and 59 for response. Evaluable subjects had CMV disease or persisting viremia that had failed at least 2 weeks of induction therapy with a median of 3 antiviral drugs; 84.7% had more than 3 of 11 high-risk features. CMVpp65-VSTs were specific for 1 to 3 CMVpp65 epitopes, presented by a limited set of HLA class I or II alleles, and were selected based on high-resolution HLA matching at 2 of 10 HLA alleles and matching for subject and subject's HCT donor for 1 or more alleles through which the CMVpp65-VSTs were restricted.ResultsT cell infusions were well tolerated. Of 59 subjects evaluable for response, 38 (64%) achieved complete or durable partial responses.ConclusionsRecipients responding to CMVpp65VSTs experienced an improved overall survival. Of the risk factors evaluated, transplant type, recipient CD4+ and CD8+ T cell levels prior to adoptive therapy, and the HLA restriction of CMVpp65-VSTs infused each significantly affected responses. In addition, CMVpp65-specific T cells of HCT donor or recipient origin contributed to the durability of both complete and partial responses.Trial RegistrationNCT00674648; NCT01646645; NCT02136797 (NIH).FundingNIH (P01 CA23766, R21 CA162002 and P30 CA008748); Aubrey Fund; Claire Tow Foundation; Major Family Foundation; "Rick" Eisemann Pediatric Research Fund; Banbury Foundation; Edith Robertson Foundation; Larry Smead Foundation.
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Affiliation(s)
- Susan E. Prockop
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
- Stem Cell Transplant Service, Division of Hematology/Oncology, Department of Pediatrics, Boston Children’s Hospital, Boston, Massachusetts, USA
- Department of Pediatrics Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Aisha Hasan
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
| | - Ekaterina Doubrovina
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | - Parastoo B. Dahi
- Stem Cell Transplant Service, Division of Hematology/Oncology, Department of Pediatrics, Boston Children’s Hospital, Boston, Massachusetts, USA
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Irene Rodriguez-Sanchez
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
| | | | | | - Genovefa A. Papanicolaou
- Department of Pediatrics Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
- Infectious Disease Service, Department of Medicine, and
| | - Yiqi Su
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
| | - JinJuan Yao
- Department of Pathology, MSKCC, New York, New York, USA
| | - Maria Arcila
- Department of Pathology, MSKCC, New York, New York, USA
| | - Farid Boulad
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, New York, USA
| | - Hugo Castro-Malaspina
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Christina Cho
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Kevin J. Curran
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, New York, USA
| | - Sergio Giralt
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Nancy A. Kernan
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, New York, USA
| | - Guenther Koehne
- Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Ann Jakubowski
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Esperanza Papadopoulos
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Ioannis Politikos
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Keith Price
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
| | - Annamalai Selvakumar
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
| | - Craig S. Sauter
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Roni Tamari
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Teresa Vizconde
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
| | - James W. Young
- Adult Bone Marrow Transplant Service, Department of Medicine, MSKCC, New York, New York, USA
- Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Richard J. O’Reilly
- Stem Cell Transplantation and Cellular Therapies Service, Department of Pediatrics, and
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, New York, USA
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