Celine Posseme, Alba Llibre, Bruno Charbit, Vincent Bondet, Vincent Rouilly, Violaine Saint-André, Jeremy Boussier, Jacob Bergstedt, Nikaïa Smith, Liam Townsend, Jamie A. Sugrue, Clíona Ní Cheallaigh, Niall Conlon, Maxime Rotival, Michael S. Kobor, Estelle Mottez, Stanislas Pol, Etienne Patin, Matthew L. Albert, Lluis Quintana-Murci, Darragh Duffy, Laurent Abel, Andres Alcover, Hugues Aschard, Philippe Bousso, Nollaig Bourke, Petter Brodin, Pierre Bruhns, Nadine Cerf-Bensussan, Ana Cumano, Caroline Demangel, null Christophe d’Enfert, Ludovic Deriano, Marie-Agnès Dillies, James Di Santo, Françoise Dromer, Gérard Eberl, Jost Enninga, Jacques Fellay, Ivo Gomperts-Boneca, Milena Hasan, Magnus Fontes, Gunilla Karlsson Hedestam, Serge Hercberg, Molly A. Ingersoll, Rose Anne Kenny, Olivier Lantz, Mickael Ménager, Frédérique Michel, Hugo Mouquet, Cliona O'Farrelly, Sandra Pellegrini, Antonio Rausell, Frédéric Rieux-Laucat, Lars Rogge, Anavaj Sakuntabhai, Olivier Schwartz, Benno Schwikowski, Spencer Shorte, Frédéric Tangy, Antoine Toubert, Mathilde Touvier, Marie-Noëlle Ungeheuer, Christophe Zimmer, Immunologie Translationnelle - Translational Immunology lab, Institut Pasteur [Paris] (IP)-Université Paris Cité (UPCité), Ecole Doctorale Frontiere de l’Innovation en Recherche et Education (ED 474 FIRE), Université Paris Cité (UPCité)-Université Paris sciences et lettres (PSL), Cytometrie et Biomarqueurs – Cytometry and Biomarkers (UTechS CB), Datactix, Hub Bioinformatique et Biostatistique - Bioinformatics and Biostatistics HUB, Génétique Evolutive Humaine - Human Evolutionary Genetics, Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), St James’s Hospital [Dublin, Ireland], Trinity College Dublin, University of British Columbia [Vancouver], Hôpital Cochin [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), HIBIO [South San Francisco], Collège de France - Chaire Génomique humaine et évolution, Collège de France (CdF (institution)), This study was funded with support from the French Governments Investissement dAvenir Program, Laboratoire Excellence Milieu Interieur Grant ANR-10-LABX-69-01 and by an Agence National de Recherche foundation grant (CE17001002)., The Milieu Intérieur Consortium is composed of the following team leaders: Laurent Abel (Hôpital Necker), Andres Alcover, Hugues Aschard, Philippe Bousso, Nollaig Bourke (Trinity College Dublin), Petter Brodin (Karolinska Institutet), Pierre Bruhns, Nadine Cerf-Bensussan (INSERM UMR 1163 – Institut Imagine), Ana Cumano, Caroline Demangel, Christophe d’Enfert, Ludovic Deriano, Marie-Agnès Dillies, James Di Santo, Françoise Dromer, Gérard Eberl, Jost Enninga, Jacques Fellay (EPFL, Lausanne), Ivo Gomperts-Boneca, Milena Hasan, Magnus Fontes (Institut Roche), Gunilla Karlsson Hedestam (Karolinska Institutet), Serge Hercberg (Université Paris 13), Molly Ingersoll, Rose Anne Kenny (Trinity College Dublin), Olivier Lantz (Institut Curie), Frédérique Michel, Hugo Mouquet, Cliona O'Farrelly (Trinity College Dublin), Etienne Patin, Sandra Pellegrini, Stanislas Pol (Hôpital Côchin), Antonio Rausell (INSERM UMR 1163 – Institut Imagine), Frédéric Rieux-Laucat (INSERM UMR 1163 – Institut Imagine), Lars Rogge, Anavaj Sakuntabhai, Olivier Schwartz, Benno Schwikowski, Spencer Shorte, Frédéric Tangy, Antoine Toubert (Hôpital Saint-Louis), Mathilde Touvier (Université Paris 13), Marie-Noëlle Ungeheuer, Christophe Zimmer, Matthew L. Albert (In Sitro), Darragh Duffy, Lluis Quintana-Murci, ANR-10-LABX-0069,MILIEU INTERIEUR,GENETIC & ENVIRONMENTAL CONTROL OF IMMUNE PHENOTYPE VARIANCE: ESTABLISHING A PATH TOWARDS PERSONALIZED MEDICINE(2010), ANR-20-CE17-0010,ELECTRO,Inhibition de l'Exchange Protein directly activated by cAMP -1 pour traiter la Fibrillation Atrial(2020), Institut Pasteur [Paris] (IP), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), Centre for Molecular Medicine and Therapeutics, Child and Family Research Institute-University of British Columbia (UBC), University of Cape Town, Département d'hépatologie [CHU Cochin], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM), Insitro [San Francisco], St James's University Hospital, Leeds Teaching Hospitals NHS Trust, University of British Columbia (UBC), This study was funded with support from the French Government’s Investissement d’Avenir Program, Laboratoire d’Excellence 'Milieu Intérieur' grant ANR-10-LABX-69-01, and by an Agence National de Recherche Foundation grant (CE17001002). We thank the UTechS CB of the Center for Translational Research, Institut Pasteur for supporting data generation, Pierre-Henri Commere for help with flow cytometry sorting, Aurelie Bisiaux for flow cytometry advice, and Dr. Molly Ingersoll for scientific advice and critical reading of the manuscript. D.D. thanks Immunoqure for provision of the mAbs under an MTA for the Simoa IFNα assay. We thank the STTAR-Bioresource of TCD-SJH-TUH COVID-19 bioresource, which supported collection of COVID-19 patient samples, and the 'URGENCE COVID-19' fundraising campaign of the Institut Pasteur (CoVarImm and Steroid Response) for supporting data generation of COVID-19 samples. N.S. is a recipient of the Pasteur-Roux-Cantarini Fellowship. N.C. and C.N.C. are part funded by a Science Foundation Ireland (SFI) grant, grant code 20/SPP/3685. L.T. is supported by the Irish Clinical Academic Training (ICAT) Program, supported by the Wellcome Trust and the Health Research Board (grant number 203930/B/16/Z), the Health Service Executive, National Doctors Training and Planning, and the Health and Social Care, Research and Development Division, Northern Ireland., Milieu Intérieur Consortium: Laurent Abel, Andres Alcover, Hugues Aschard, Philippe Bousso, Nollaig Bourke, Petter Brodin, Pierre Bruhns, Nadine Cerf-Bensussan, Ana Cumano, Caroline Demangel, Christophe d'Enfert, Ludovic Deriano, Marie-Agnès Dillies, James Di Santo, Françoise Dromer, Gérard Eberl, Jost Enninga, Jacques Fellay, Ivo Gomperts-Boneca, Milena Hasan, Magnus Fontes, Gunilla Karlsson Hedestam, Serge Hercberg, Molly A Ingersoll, Rose Anne Kenny, Olivier Lantz, Mickael Ménager, Frédérique Michel, Hugo Mouquet, Cliona O'Farrelly, Etienne Patin, Sandra Pellegrini, Stanislas Pol, Antonio Rausell, Frédéric Rieux-Laucat, Lars Rogge, Anavaj Sakuntabhai, Olivier Schwartz, Benno Schwikowski, Spencer Shorte, Frédéric Tangy, Antoine Toubert, Mathilde Touvier, Marie-Noëlle Ungeheuer, Christophe Zimmer, Matthew L Albert, Darragh Duffy, Lluis Quintana-Murci, and ANR-10-LABX-0062,IBEID,Integrative Biology of Emerging Infectious Diseases(2010)