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Broad and strong memory CD4+ and CD8+ T cells induced by SARS-CoV-2 in UK convalescent COVID-19 patients

Yanchun Peng, Alexander J. Mentzer, Guihai Liu, Xuan Yao, Zixi Yin, Danning Dong, Wanwisa Dejnirattisai, Timothy Rostron, Piyada Supasa, Chang Liu, Cesar Lopez-Camacho, Jose Slon-campos, Yuguang Zhao, View ORCID ProfileDave Stuart, Guido Paeson, Jonathan Grimes, Fred Antson, View ORCID ProfileOliver W. Bayfield, Dorothy EDP. Hawkins, De-Sheng Ker, Lance Turtle, Krishanthi Subramaniam, Paul Thomson, Ping Zhang, Christina Dold, Jeremy Ratcliff, Peter Simmonds, View ORCID ProfileThushan de Silva, Paul Sopp, Dannielle Wellington, Ushani Rajapaksa, Yi-Ling Chen, Mariolina Salio, Giorgio Napolitani, Wayne Paes, View ORCID ProfilePersephone Borrow, Benedikt Kessler, Jeremy W. Fry, Nikolai F. Schwabe, Malcolm G Semple, View ORCID ProfileKenneth J. Baillie, Shona Moore, Peter JM Openshaw, Azim Ansari, Susanna Dunachie, Ellie Barnes, View ORCID ProfileJohn Frater, Georgina Kerr, Philip Goulder, Teresa Lockett, Robert Levin, Oxford Immunology Network Covid-19 Response T cell Consortium, Richard J. Cornall, Chris Conlon, Paul Klenerman, Andrew McMichael, Gavin Screaton, Juthathip Mongkolsapaya, Julian C. Knight, Graham Ogg, View ORCID ProfileTao Dong
doi: https://doi.org/10.1101/2020.06.05.134551
Yanchun Peng
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
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Alexander J. Mentzer
3Wellcome Centre for Human Genetics, University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Guihai Liu
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
5Beijing You’an Hospital, Capital Medical University, Beijing, China
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Xuan Yao
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Zixi Yin
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
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Danning Dong
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
6CAMS Key Laboratory of Tumor Immunology and Radiation Therapy, Xinjiang Tumor Hospital, Xinjiang Medical University, China
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Wanwisa Dejnirattisai
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Timothy Rostron
7Sequencing and Flow cytometry facility, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
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Piyada Supasa
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Chang Liu
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Cesar Lopez-Camacho
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Jose Slon-campos
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Yuguang Zhao
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Dave Stuart
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Guido Paeson
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Jonathan Grimes
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Fred Antson
8York Structural Biology Laboratory, Department of Chemistry, University of York, York
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Oliver W. Bayfield
8York Structural Biology Laboratory, Department of Chemistry, University of York, York
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Dorothy EDP. Hawkins
8York Structural Biology Laboratory, Department of Chemistry, University of York, York
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De-Sheng Ker
8York Structural Biology Laboratory, Department of Chemistry, University of York, York
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Lance Turtle
9Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
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Krishanthi Subramaniam
9Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
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Paul Thomson
9Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
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Ping Zhang
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Christina Dold
10Oxford Vaccine Group, Department of Paediatrics, University of Oxford, and NIHR Oxford Biomedical Research Centre, Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, UK
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Jeremy Ratcliff
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Peter Simmonds
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Thushan de Silva
11Florey Institute of Host-Pathogen Interactions, Dept. of Infection, Immunity and Cardiovascular Diseases, University of Sheffield, Sheffield, UK
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Paul Sopp
7Sequencing and Flow cytometry facility, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
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Dannielle Wellington
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
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Ushani Rajapaksa
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Yi-Ling Chen
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
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Mariolina Salio
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
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Giorgio Napolitani
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
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Wayne Paes
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Persephone Borrow
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Benedikt Kessler
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Jeremy W. Fry
12ProImmune Limited, Oxford, UK
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Nikolai F. Schwabe
12ProImmune Limited, Oxford, UK
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Malcolm G Semple
13NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, UK
14Respiratory Medicine, Institute in The Park, Alder Hey Children’s Hospital, Liverpool, UK11
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Kenneth J. Baillie
15Anaesthesia, Critical Care and Pain Medicine Division of Health Sciences, University of Edinburgh, Edinburgh, UK
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Shona Moore
9Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
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Peter JM Openshaw
16National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, UK
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Azim Ansari
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Susanna Dunachie
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Ellie Barnes
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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John Frater
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Georgina Kerr
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Philip Goulder
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Teresa Lockett
17NIHR Clinical Research Network Thames Valley & South Midlands, Oxford, UK
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Robert Levin
18Worthing Hospital, Worthing, UK
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19Oxford Immunology Network Covid-19 Response T cell Consortium. Supplementary Table 3
Richard J. Cornall
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Chris Conlon
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Paul Klenerman
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Andrew McMichael
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Gavin Screaton
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Juthathip Mongkolsapaya
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Julian C. Knight
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
3Wellcome Centre for Human Genetics, University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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Graham Ogg
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
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Tao Dong
1MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, U.K.
2Chinese Academy of Medical Science(CAMS) Oxford Institute (COI), University of Oxford, Oxford, U.K.
4Nuffield Department of Medicine, University of Oxford, Oxford, U.K.
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  • For correspondence: tao.dong@imm.ox.ac.uk
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Abstract

COVID-19 is an ongoing global crisis in which the development of effective vaccines and therapeutics will depend critically on understanding the natural immunity to the virus, including the role of SARS-CoV-2-specific T cells. We have conducted a study of 42 patients following recovery from COVID-19, including 28 mild and 14 severe cases, comparing their T cell responses to those of 16 control donors. We assessed the immune memory of T cell responses using IFNγ based assays with overlapping peptides spanning SARS-CoV-2 apart from ORF1. We found the breadth, magnitude and frequency of memory T cell responses from COVID-19 were significantly higher in severe compared to mild COVID-19 cases, and this effect was most marked in response to spike, membrane, and ORF3a proteins. Total and spike-specific T cell responses correlated with the anti-Spike, anti-Receptor Binding Domain (RBD) as well as anti-Nucleoprotein (NP) endpoint antibody titre (p<0.001, <0.001 and =0.002). We identified 39 separate peptides containing CD4+ and/or CD8+ epitopes, which strikingly included six immunodominant epitope clusters targeted by T cells in many donors, including 3 clusters in spike (recognised by 29%, 24%, 18% donors), two in the membrane protein (M, 32%, 47%) and one in the nucleoprotein (Np, 35%). CD8+ responses were further defined for their HLA restriction, including B*4001-restricted T cells showing central memory and effector memory phenotype. In mild cases, higher frequencies of multi-cytokine producing M- and NP-specific CD8+ T cells than spike-specific CD8+ T cells were observed. They furthermore showed a higher ratio of SARS-CoV-2-specific CD8+ to CD4+ T cell responses. Immunodominant epitope clusters and peptides containing T cell epitopes identified in this study will provide critical tools to study the role of virus-specific T cells in control and resolution of SARS-CoV-2 infections. The identification of T cell specificity and functionality associated with milder disease, highlights the potential importance of including non-spike proteins within future COVID-19 vaccine design.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵** joint senior authors

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Broad and strong memory CD4+ and CD8+ T cells induced by SARS-CoV-2 in UK convalescent COVID-19 patients
Yanchun Peng, Alexander J. Mentzer, Guihai Liu, Xuan Yao, Zixi Yin, Danning Dong, Wanwisa Dejnirattisai, Timothy Rostron, Piyada Supasa, Chang Liu, Cesar Lopez-Camacho, Jose Slon-campos, Yuguang Zhao, Dave Stuart, Guido Paeson, Jonathan Grimes, Fred Antson, Oliver W. Bayfield, Dorothy EDP. Hawkins, De-Sheng Ker, Lance Turtle, Krishanthi Subramaniam, Paul Thomson, Ping Zhang, Christina Dold, Jeremy Ratcliff, Peter Simmonds, Thushan de Silva, Paul Sopp, Dannielle Wellington, Ushani Rajapaksa, Yi-Ling Chen, Mariolina Salio, Giorgio Napolitani, Wayne Paes, Persephone Borrow, Benedikt Kessler, Jeremy W. Fry, Nikolai F. Schwabe, Malcolm G Semple, Kenneth J. Baillie, Shona Moore, Peter JM Openshaw, Azim Ansari, Susanna Dunachie, Ellie Barnes, John Frater, Georgina Kerr, Philip Goulder, Teresa Lockett, Robert Levin, Oxford Immunology Network Covid-19 Response T cell Consortium, Richard J. Cornall, Chris Conlon, Paul Klenerman, Andrew McMichael, Gavin Screaton, Juthathip Mongkolsapaya, Julian C. Knight, Graham Ogg, Tao Dong
bioRxiv 2020.06.05.134551; doi: https://doi.org/10.1101/2020.06.05.134551
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Broad and strong memory CD4+ and CD8+ T cells induced by SARS-CoV-2 in UK convalescent COVID-19 patients
Yanchun Peng, Alexander J. Mentzer, Guihai Liu, Xuan Yao, Zixi Yin, Danning Dong, Wanwisa Dejnirattisai, Timothy Rostron, Piyada Supasa, Chang Liu, Cesar Lopez-Camacho, Jose Slon-campos, Yuguang Zhao, Dave Stuart, Guido Paeson, Jonathan Grimes, Fred Antson, Oliver W. Bayfield, Dorothy EDP. Hawkins, De-Sheng Ker, Lance Turtle, Krishanthi Subramaniam, Paul Thomson, Ping Zhang, Christina Dold, Jeremy Ratcliff, Peter Simmonds, Thushan de Silva, Paul Sopp, Dannielle Wellington, Ushani Rajapaksa, Yi-Ling Chen, Mariolina Salio, Giorgio Napolitani, Wayne Paes, Persephone Borrow, Benedikt Kessler, Jeremy W. Fry, Nikolai F. Schwabe, Malcolm G Semple, Kenneth J. Baillie, Shona Moore, Peter JM Openshaw, Azim Ansari, Susanna Dunachie, Ellie Barnes, John Frater, Georgina Kerr, Philip Goulder, Teresa Lockett, Robert Levin, Oxford Immunology Network Covid-19 Response T cell Consortium, Richard J. Cornall, Chris Conlon, Paul Klenerman, Andrew McMichael, Gavin Screaton, Juthathip Mongkolsapaya, Julian C. Knight, Graham Ogg, Tao Dong
bioRxiv 2020.06.05.134551; doi: https://doi.org/10.1101/2020.06.05.134551

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