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Environmental and genetic drivers of population differences in SARS-CoV-2 immune responses

View ORCID ProfileYann Aquino, View ORCID ProfileAurélie Bisiaux, View ORCID ProfileZhi Li, Mary O’Neill, View ORCID ProfileJavier Mendoza-Revilla, View ORCID ProfileSarah Hélène Merkling, View ORCID ProfileGaspard Kerner, View ORCID ProfileMilena Hasan, View ORCID ProfileValentina Libri, View ORCID ProfileVincent Bondet, View ORCID ProfileNikaïa Smith, View ORCID ProfileCamille de Cevins, View ORCID ProfileMickaël Ménager, Francesca Luca, View ORCID ProfileRoger Pique-Regi, View ORCID ProfileGiovanna Barba-Spaeth, View ORCID ProfileStefano Pietropaoli, View ORCID ProfileOlivier Schwartz, View ORCID ProfileGeert Leroux-Roels, Cheuk-Kwong Lee, View ORCID ProfileKathy Leung, View ORCID ProfileJoseph T.K. Wu, View ORCID ProfileMalik Peiris, View ORCID ProfileRoberto Bruzzone, View ORCID ProfileLaurent Abel, View ORCID ProfileJean-Laurent Casanova, View ORCID ProfileSophie A. Valkenburg, View ORCID ProfileDarragh Duffy, View ORCID ProfileEtienne Patin, View ORCID ProfileMaxime Rotival, View ORCID ProfileLluis Quintana-Murci
doi: https://doi.org/10.1101/2022.11.22.517073
Yann Aquino
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
2Sorbonne Université, Collège Doctoral, Paris, France
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Aurélie Bisiaux
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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Zhi Li
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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Mary O’Neill
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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Javier Mendoza-Revilla
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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Sarah Hélène Merkling
3Institut Pasteur, Université Paris Cité, CNRS UMR2000, Insect-Virus Interactions Unit, F-75015 Paris, France
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Gaspard Kerner
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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Milena Hasan
4Institut Pasteur, Université Paris Cité, Cytometry and Biomarkers UTechS, F-75015 Paris, France
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Valentina Libri
4Institut Pasteur, Université Paris Cité, Cytometry and Biomarkers UTechS, F-75015 Paris, France
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Vincent Bondet
5Institut Pasteur, Université Paris Cité, Translational Immunology U5, F-75015 Paris, France
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Nikaïa Smith
7Labtech Single-Cell@Imagine, Imagine Institute, INSERM UMR1163, 75015 Paris, France
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Camille de Cevins
6Université Paris Cité, Imagine Institute, Laboratory of Inflammatory Responses and Transcriptomic Networks in Diseases, Atip-Avenir Team, INSERM UMR1163, 75015 Paris, France
7Labtech Single-Cell@Imagine, Imagine Institute, INSERM UMR1163, 75015 Paris, France
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Mickaël Ménager
6Université Paris Cité, Imagine Institute, Laboratory of Inflammatory Responses and Transcriptomic Networks in Diseases, Atip-Avenir Team, INSERM UMR1163, 75015 Paris, France
7Labtech Single-Cell@Imagine, Imagine Institute, INSERM UMR1163, 75015 Paris, France
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Francesca Luca
8Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI 48201, USA
9Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI 48201, USA
10Department of Biology, University of Rome Tor Vergata, 00173 Rome, Italy
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Roger Pique-Regi
8Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI 48201, USA
9Department of Obstetrics and Gynecology, Wayne State University, Detroit, MI 48201, USA
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Giovanna Barba-Spaeth
11Institut Pasteur, Université Paris Cité, CNRS UMR3569, Structural Virology Unit, F-75015 Paris, France
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Stefano Pietropaoli
11Institut Pasteur, Université Paris Cité, CNRS UMR3569, Structural Virology Unit, F-75015 Paris, France
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Olivier Schwartz
12Institut Pasteur, Université Paris Cité, CNRS UMR3569, Virus and Immunity Unit, F-75015 Paris, France
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Geert Leroux-Roels
13Ghent University and University Hospital, Ghent 9000, Belgium
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Cheuk-Kwong Lee
14Hong Kong Red Cross Blood Transfusion Service, Hospital Authority, Hong Kong SAR, China
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Kathy Leung
15WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
162, Hong Kong SAR, China
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Joseph T.K. Wu
15WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
162, Hong Kong SAR, China
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Malik Peiris
17Division of Public Health Laboratory Sciences, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
18HKU-Pasteur Research Pole, School of Public Health, The University of Hong Kong, Hong Kong SAR, China
19Centre for Immunology and Infection, Hong Kong Science Park, Hong Kong SAR, China
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Roberto Bruzzone
18HKU-Pasteur Research Pole, School of Public Health, The University of Hong Kong, Hong Kong SAR, China
19Centre for Immunology and Infection, Hong Kong Science Park, Hong Kong SAR, China
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Laurent Abel
20St. Giles Laboratory of Human Genetics of Infectious Diseases, The Rockefeller University, New York, NY, United States
21Laboratory of Human Genetics of Infectious Diseases, INSERM UMR1163, Necker Hospital for Sick Children, Paris, France
22Imagine Institute, Paris Cité University, Paris, France
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Jean-Laurent Casanova
20St. Giles Laboratory of Human Genetics of Infectious Diseases, The Rockefeller University, New York, NY, United States
21Laboratory of Human Genetics of Infectious Diseases, INSERM UMR1163, Necker Hospital for Sick Children, Paris, France
22Imagine Institute, Paris Cité University, Paris, France
23Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
24Howard Hughes Medical Institute, New York, NY, United States
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Sophie A. Valkenburg
18HKU-Pasteur Research Pole, School of Public Health, The University of Hong Kong, Hong Kong SAR, China
25Department of Microbiology and Immunology, Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, Australia
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Darragh Duffy
5Institut Pasteur, Université Paris Cité, Translational Immunology U5, F-75015 Paris, France
19Centre for Immunology and Infection, Hong Kong Science Park, Hong Kong SAR, China
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Etienne Patin
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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Maxime Rotival
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
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  • For correspondence: maxime.rotival@pasteur.fr
Lluis Quintana-Murci
1Institut Pasteur, Université Paris Cité, CNRS UMR2000, Human Evolutionary Genetics Unit, F-75015 Paris, France
26Chair Human Genomics and Evolution, Collège de France, Paris 75005, France
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Abstract

Humans display vast clinical variability upon SARS-CoV-2 infection1–3, partly due to genetic and immunological factors4. However, the magnitude of population differences in immune responses to SARS-CoV-2 and the mechanisms underlying such variation remain unknown. Here we report single-cell RNA-sequencing data for peripheral blood mononuclear cells from 222 healthy donors of various ancestries stimulated with SARS-CoV-2 or influenza A virus. We show that SARS-CoV-2 induces a weaker, but more heterogeneous interferon-stimulated gene activity than influenza A virus, and a unique pro-inflammatory signature in myeloid cells. We observe marked population differences in transcriptional responses to viral exposure that reflect environmentally induced cellular heterogeneity, as illustrated by higher rates of cytomegalovirus infection, affecting lymphoid cells, in African-descent individuals. Expression quantitative trait loci and mediation analyses reveal a broad effect of cell proportions on population differences in immune responses, with genetic variants having a narrower but stronger effect on specific loci. Additionally, natural selection has increased immune response differentiation across populations, particularly for variants associated with SARS-CoV-2 responses in East Asians. We document the cellular and molecular mechanisms through which Neanderthal introgression has altered immune functions, such as its impact on the myeloid response in Europeans. Finally, colocalization analyses reveal an overlap between the genetic architecture of immune responses to SARS-CoV-2 and COVID-19 severity. Collectively, these findings suggest that adaptive evolution targeting immunity has also contributed to current disparities in COVID-19 risk.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵* e-mail: maxime.rotival{at}pasteur.fr, quintana{at}pasteur.fr

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted November 22, 2022.
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Environmental and genetic drivers of population differences in SARS-CoV-2 immune responses
Yann Aquino, Aurélie Bisiaux, Zhi Li, Mary O’Neill, Javier Mendoza-Revilla, Sarah Hélène Merkling, Gaspard Kerner, Milena Hasan, Valentina Libri, Vincent Bondet, Nikaïa Smith, Camille de Cevins, Mickaël Ménager, Francesca Luca, Roger Pique-Regi, Giovanna Barba-Spaeth, Stefano Pietropaoli, Olivier Schwartz, Geert Leroux-Roels, Cheuk-Kwong Lee, Kathy Leung, Joseph T.K. Wu, Malik Peiris, Roberto Bruzzone, Laurent Abel, Jean-Laurent Casanova, Sophie A. Valkenburg, Darragh Duffy, Etienne Patin, Maxime Rotival, Lluis Quintana-Murci
bioRxiv 2022.11.22.517073; doi: https://doi.org/10.1101/2022.11.22.517073
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Environmental and genetic drivers of population differences in SARS-CoV-2 immune responses
Yann Aquino, Aurélie Bisiaux, Zhi Li, Mary O’Neill, Javier Mendoza-Revilla, Sarah Hélène Merkling, Gaspard Kerner, Milena Hasan, Valentina Libri, Vincent Bondet, Nikaïa Smith, Camille de Cevins, Mickaël Ménager, Francesca Luca, Roger Pique-Regi, Giovanna Barba-Spaeth, Stefano Pietropaoli, Olivier Schwartz, Geert Leroux-Roels, Cheuk-Kwong Lee, Kathy Leung, Joseph T.K. Wu, Malik Peiris, Roberto Bruzzone, Laurent Abel, Jean-Laurent Casanova, Sophie A. Valkenburg, Darragh Duffy, Etienne Patin, Maxime Rotival, Lluis Quintana-Murci
bioRxiv 2022.11.22.517073; doi: https://doi.org/10.1101/2022.11.22.517073

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