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Abstract
The in vivo phenotypic profile of T cells reactive to severe acute respiratory syndrome (SARS)-CoV-2 antigens remains poorly understood. Conventional methods to detect antigen-reactive T cells require in vitro antigenic re-stimulation or highly individualized peptide-human leukocyte antigen (pHLA) multimers. Here, we use single-cell RNA sequencing to identify and profile SARS-CoV-2-reactive T cells from Coronavirus Disease 2019 (COVID-19) patients. To do so, we induce transcriptional shifts by antigenic stimulation in vitro and take advantage of natural T cell receptor (TCR) sequences of clonally expanded T cells as barcodes for ‘reverse phenotyping’. This allows identification of SARS-CoV-2-reactive TCRs and reveals phenotypic effects introduced by antigen-specific stimulation. We characterize transcriptional signatures of currently and previously activated SARS-CoV-2-reactive T cells, and show correspondence with phenotypes of T cells from the respiratory tract of patients with severe disease in the presence or absence of virus in independent cohorts. Reverse phenotyping is a powerful tool to provide an integrated insight into cellular states of SARS-CoV-2-reactive T cells across tissues and activation states.
High resolution characterisation of the virus specific T cell response to SARS CoV2 provides further understanding to the immune response to the infection. Here the authors apply a reverse phenotyping approach to interrogate the SARS-CoV-2 T cell compartment at single cell resolution.”
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1 Helmholtz Zentrum München, Neuherberg, Institute of Computational Biology, München, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); TUM School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany (GRID:grid.6936.a) (ISNI:0000000123222966)
2 Helmholtz Zentrum München, Neuherberg, Institute of Computational Biology, München, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); Helmholtz Zentrum Muenchen, Member of the German Center for Lung Research (DZL), Institute of Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525)
3 Immunology and Hygiene, Technische Universität München (TUM), Institute for Medical Microbiology, Munich, Germany (GRID:grid.6936.a) (ISNI:0000000123222966)
4 Technische Universität München (TUM), Institute of Virology, Munich, Germany (GRID:grid.6936.a) (ISNI:0000000123222966)
5 Helmholtz Zentrum Muenchen, Member of the German Center for Lung Research (DZL), Institute of Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525)
6 Cell Therapeutic Agents and Hemostaseology, LMU Munich, Laboratory of Immunogenetics and Molecular Diagnostics, Department of Transfusion Medicine, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X); University Hospital, LMU Munich, Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for lung research (DZL), Department of Medicine V, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X)
7 University Hospital, LMU Munich, Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for lung research (DZL), Department of Medicine V, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X)
8 Helmholtz Zentrum Muenchen, Member of the German Center for Lung Research (DZL), Institute of Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); Ludwig-Maximilians-University of Munich (LMU) and Asklepios Lung Clinic Munich-Gauting, Munich and Gauting, Center for Thoracic Surgery Munich, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X)
9 Ludwig-Maximilians-University of Munich (LMU) and Asklepios Lung Clinic Munich-Gauting, Munich and Gauting, Center for Thoracic Surgery Munich, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X)
10 Helmholtz Zentrum Muenchen, Member of the German Center for Lung Research (DZL), Institute of Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); Asklepios Biobank for pulmonary diseases, Gauting, Germany (GRID:grid.4567.0); Member of the German Center for Lung Research (DZL), Center for Comprehensive Developmental Care (CDeCLMU), Department of Neonatology, Perinatal Center, Munich, Germany (GRID:grid.452624.3)
11 Helmholtz Zentrum Muenchen, Member of the German Center for Lung Research (DZL), Institute of Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); German Center for Infection Research (DZIF), partner site Munich, Munich, Germany (GRID:grid.452463.2)
12 University Hospital, LMU Munich, Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for lung research (DZL), Department of Medicine V, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X); Ludwig-Maximilians-University of Munich (LMU) and Asklepios Lung Clinic Munich-Gauting, Munich and Gauting, Center for Thoracic Surgery Munich, Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X)
13 Technische Universität München (TUM), Institute of Virology, Munich, Germany (GRID:grid.6936.a) (ISNI:0000000123222966); Technical University of Munich, Department of Mathematics, Garching, Germany (GRID:grid.6936.a) (ISNI:0000000123222966)
14 Helmholtz Zentrum München, Neuherberg, Institute of Computational Biology, München, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); Institute for Advanced Study, TUM, Focus Group ‘Clinical Cell Processing and Purification”, Munich, Germany (GRID:grid.6936.a) (ISNI:0000000123222966)
15 Immunology and Hygiene, Technische Universität München (TUM), Institute for Medical Microbiology, Munich, Germany (GRID:grid.6936.a) (ISNI:0000000123222966); Technical University of Munich, Department of Mathematics, Garching, Germany (GRID:grid.6936.a) (ISNI:0000000123222966); Grosshadern, Hospital of the Ludwig-Maximilians University (LMU), Munich, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X)
16 Helmholtz Zentrum Muenchen, Member of the German Center for Lung Research (DZL), Institute of Lung Biology and Disease and Comprehensive Pneumology Center with the CPC-M bioArchive, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525); Helmholtz Zentrum München, Neuherberg, Institute of Lung Biology and Disease, Comprehensive Pneumology Center, München, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525)
17 Immunology and Hygiene, Technische Universität München (TUM), Institute for Medical Microbiology, Munich, Germany (GRID:grid.6936.a) (ISNI:0000000123222966); Immunology and Hygiene, University Hospital of Erlangen, Microbiological Institute—Institute of Clinical Microbiology, Erlangen, Germany (GRID:grid.411668.c) (ISNI:0000 0000 9935 6525)