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Clotilde Mircher, Florian Noguier, Aimé Ravel, Sophie Durand, Gérard Lefranc, Marie Vilaire-Meunier, David Piquemal, Fabien Pierrat, Anne-Sophie Rebillat, Roman Bruno, André Mégarbané, and Samantha Stora

Valérie Attali, Marie-Françoise Vecchierini, Jean-Marc Collet, Marie-Pia d'Ortho, Frederic Goutorbe, Jean-Baptiste Kerbrat, Damien Leger, Florent Lavergne, Christelle Monaca, Pierre-Jean Monteyrol, Laurent Morin, Eric Mullens, Bernard Pigearias, Francis Martin, Fabienne Tordjman, Hauria Khemliche, Lionel Lerousseau, Jean-Claude Meurice, Darius Abedipour, Aurélie Allard-Redon, Alexandre Aranda, Frédérique Bavozet, Martine Becu, Wally Beruben, Jerome Bessard, Isabelle Bonafe, Mohammed Boukhana, Bruno Chabrol, Gérard Chatte, Dominique Chauvel-Lebret, Olivier Coste, Nathalie Dumont, Sophie Durand-Amat, Marie-Pia D'ortho, Jean-Marc Elbaum, olivier Gallet De Santerre, Frédéric Goutorbes, Thierry Grandjean, Wilma Guyot, Doniphan Hammer, Carmen Havasi, Pascal Huet, Christian Koltes, Laurent Lacassagne, Xavier Laur, Olivier Liard, Christophe Loisel, Matthieu Longuet, Anne Mallart, Frédéric Merle-Beral, Zoubida Mokhtari, Jean-François Muir, Dominique Muller, Charles Paoli, François-Xavier Petit, Marc Pradines, Arnauld Prigent, Gil Putterman, Marc Rey, Mickael Samama, Renaud Tamisier, Michel Tiberge, Cyrille Tison, Bernard Triolet, Pr Christian Vacher, Alain Verain, Gestionnaire, Hal Sorbonne Université, Service de Pathologies du sommeil [CHU Pitié-Salpêtrière], CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Neurophysiologie Respiratoire Expérimentale et Clinique (UMRS 1158), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU), Sorbonne Université (SU), Hôpital Hôtel-Dieu [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Centre du Sommeil et de la Vigilance [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Université Sorbonne Paris Cité (USPC), Service de Stomatologie et Chirurgie Maxillo-facial [CHU Pitié-Salpêtrière], CIC - CHU Bichat, Institut National de la Santé et de la Recherche Médicale (INSERM), Université Paris Diderot - Paris 7 (UPD7), Hôpital Charles Nicolle [Rouen], CHU Rouen, Normandie Université (NU)-Normandie Université (NU), Service de neurophysiologie clinique (CHRU Lille), Centre Hospitalier Régional Universitaire [Lille] (CHRU Lille), Hôpital Roger Salengro [Lille], Centre hospitalier universitaire de Poitiers (CHU Poitiers), Service des Pathologies du sommeil [CHU Pitié-Salpêtrière], and Neurophysiologie Respiratoire Expérimentale et Clinique

Charles Bouis, Jean Dewailly, Ahlam Azar-Kolakez, Rosa-Maria Guéant-Rodriguez, Isabelle Marey, Oliver Greiner-Mahler, Jean-Louis Guéant, Aude Pichot, Samantha Stora, Silvia Sacco, Dominique Bonnefont-Rousselot, Emilie Schlumberger, Franck Sturtz, Eric Le Galloudec, Nathalie Dorison, Clotilde Mircher, Elodie Blondiaux, Alicia Gambarini, André Baruchel, Sophie Durand, Jennifer Gallard, Aimé Ravel, Didier Borderie, Michel Polak, and Cécile Cieuta

Elisabeth Dirlewanger, Marine Delmas, Teresa Barreneche, Eloïse Tranchand, Anthony Bernard, Marianne Naudin, Fabrice Lheureux, Sophie Durand, Cyril Pommier, Biologie du fruit et pathologie (BFP), Université Bordeaux Segalen - Bordeaux 2-Institut National de la Recherche Agronomique (INRA)-Université Sciences et Technologies - Bordeaux 1, Centre Technique Interprofessionnel des Fruits et Légumes (CTIFL), Unité d'arboriculture (BORDX ARBORI UE), Institut National de la Recherche Agronomique (INRA), Centre de Traitement de l'Information Génétique (CTIG), Unité de Recherche Génomique Info (URGI), Station Expérimentale de la Noix de Creysse, Station d’expérimentation nucicole en Rhône-Alpes, Partenaires INRAE, and Dirlewanger, Elisabeth

Larissa Haertle, Cécile Cieuta-Walti, Tobias Müller, André Mégarbané, Per Hoffmann, Steffi G. Riedel-Heller, Daniel L. A. van de Hove, Thomas Haaf, Nady El Hajj, Marcus Dittrich, Michael Wagner, Sophie Durand, Renzo J. M. Riemens, Mathilde Roche, Roy Lardenoije, Clotilde Mircher, Anna Maierhofer, Aimé Ravel, Martin Scherer, Alfredo Ramirez, Markus Leber, Samantha Stora, Psychiatrie & Neuropsychologie, RS: MHeNs - R2 - Mental Health, RS: MHeNs - R3 - Neuroscience, and Promovendi MHN

Cyril Pommier, Mathilde Lainé, Raphael Flores, Mikaël Loaec, Célia Michotey, Marie-Angélique Laporte, Claire Guerche, Michael Alaux, G. Merceron, Thomas Letellier, Sophie Durand, Delphine Steinbach, E. Duchêne, Erik Kimmel, Guillaume Cornut, P. Roumet, Hadi Quesneville, A. Lebreton, Elizabeth Arnaud, Anne-Françoise Adam-Blondon, Unité de Recherche Génomique Info (URGI), Institut National de la Recherche Agronomique (INRA), Université Paris Saclay (COmUE), Amélioration génétique et adaptation des plantes méditerranéennes et tropicales (UMR AGAP), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Université de Montpellier (UM), Santé de la vigne et qualité du vin (SVQV), Institut National de la Recherche Agronomique (INRA)-Université de Strasbourg (UNISTRA), CGIAR, Infrastructure Biologie Santé Phenome-FPPN supported by the French National Research Agency (ANR-11-INBS-0012), the H2020 ELIXIR-EXCELERATE project (funded by the European Commission within the Research Infrastructures programme of Horizon 2020, Grant agreement no. 676559), and the Investments for the Future programme (PIA) (ANR-11-INBS-0012). Developments of Wheat, protein crops, rapeseed, and miscanthus ontologies have been supported by the Breedwheat (ANR-10-BTBR- 03), BFF (11-BTBR-0006), Rapsodyn (11-BTBR-0004), and Peamust (11-BTBR-0002) PIA projects. In-kind contribution was made by the Crop Ontology project team supported by the Integrated Breeding Platform and by the CGIAR Platform on Big Data for Agriculture. Some developments were supported by the RDA Europe Project funded by the European Commission, ANR-11-INBS-0012,PHENOME,Centre français de phénomique végétale(2011), ANR-10-BTBR-0003,BREEDWHEAT,Développer de nouvelles variétés de blé pour une agriculture durable(2010), ANR-11-BTBR-0006,BFF,Biomasse pour le futur(2011), ANR-11-BTBR-0004,RAPSODYN,Optimisation de la teneur et du rendement en huile chez le colza cultivé sous contrainte azotée(2011), ANR-11-BTBR-0002,PeaMUST,Adaptation multistress et régulations biologiques pour l'amélioration du rendement et de la stabilité du pois protéagineux(2011), European Project: 283496,EC:FP7:INFRA,FP7-INFRASTRUCTURES-2011-2,TRANSPLANT(2011), European Project: 676559,H2020,H2020-INFRADEV-1-2015-1,ELIXIR-EXCELERATE(2015), Pommier, Cyril, and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)

Yves Heloury, Guillaume Podevin, Nicolas Ferry, Dominique Aubert, Virginie Pichard, and Sophie Durand

Bastard, P., Rosen, L. B., Zhang, Q., Michailidis, E., Hoffmann, H. -H., Zhang, Y., Dorgham, K., Philippot, Q., Rosain, J., Beziat, V., Manry, J., Shaw, E., Haljasmagi, L., Peterson, P., Lorenzo, L., Bizien, L., Trouillet-Assant, S., Dobbs, K., de Jesus, A. A., Belot, A., Kallaste, A., Catherinot, E., Tandjaoui-Lambiotte, Y., Le Pen, J., Kerner, G., Bigio, B., Seeleuthner, Y., Yang, R., Bolze, A., Spaan, A. N., Delmonte, O. M., Abers, M. S., Aiuti, A., Casari, G., Lampasona, V., Piemonti, L., Ciceri, F., Bilguvar, K., Lifton, R. P., Vasse, M., Smadja, D. M., Migaud, M., Hadjadj, J., Terrier, B., Duffy, D., Quintana-Murci, L., van de Beek, D., Roussel, L., Vinh, D. C., Tangye, S. G., Haerynck, F., Dalmau, D., Martinez-Picado, J., Brodin, P., Nussenzweig, M. C., Boisson-Dupuis, S., Rodriguez-Gallego, C., Vogt, G., Mogensen, T. H., Oler, A. J., Gu, J., Burbelo, P. D., Cohen, J. I., Biondi, A., Bettini, L. R., Dangio, M., Bonfanti, P., Rossignol, P., Mayaux, J., Rieux-Laucat, F., Husebye, E. S., Fusco, F., Ursini, M. V., Imberti, L., Sottini, A., Paghera, S., Quiros-Roldan, E., Rossi, C., Castagnoli, R., Montagna, D., Licari, A., Marseglia, G. L., Duval, X., Ghosn, J., Tsang, J. S., Goldbach-Mansky, R., Kisand, K., Lionakis, M. S., Puel, A., Zhang, S. -Y., Holland, S. M., Gorochov, G., Jouanguy, E., Rice, C. M., Cobat, A., Notarangelo, L. D., Abel, L., H. C., Su, Casanova, J. -L., Arias, A. A., Boisson, B., Boucherit, S., Bustamante, J., Chbihi, M., Chen, J., Chrabieh, M., Kochetkov, T., Le Voyer, T., Liu, D., Nemirovskaya, Y., Ogishi, M., Papandrea, D., Patissier, C., Rapaport, F., Roynard, M., Vladikine, N., Woollett, M., Zhang, P., Kashyap, A., Ding, L., Bosticardo, M., Wang, Q., Ochoa, S., Liu, H., Chauvin, S. D., Stack, M., Koroleva, G., Bansal, N., Dalgard, C. L., Snow, A. L., Abad, J., Aguilera-Albesa, S., Akcan, O. M., Darazam, I. A., Aldave, J. C., Ramos, M. A., Nadji, S. A., Alkan, G., Allardet-Servent, J., Allende, L. M., Alsina, L., Alyanakian, M. -A., Amador-Borrero, B., Amoura, Z., Antoli, A., Arslan, S., Assant, S., Auguet, T., Azot, A., Bajolle, F., Baldolli, A., Ballester, M., Feldman, H. B., Barrou, B., Beurton, A., Bilbao, A., Blanchard-Rohner, G., Blanco, I., Blandinieres, A., Blazquez-Gamero, D., Bloomfield, M., Bolivar-Prados, M., Borie, R., Bousfiha, A. A., Bouvattier, C., Boyarchuk, O., Bueno, M. R. P., Agra, J. J. C., Calimli, S., Capra, R., Carrabba, M., Casasnovas, C., Caseris, M., Castelle, M., Castelli, F., de Vera, M. C., Castro, M. V., Chalumeau, M., Charbit, B., Cheng, M. P., Clave, P., Clotet, B., Codina, A., Colkesen, F., Colobran, R., Comarmond, C., Corsico, A. G., Darley, D. R., Dauby, N., Dauger, S., de Pontual, L., Dehban, A., Delplancq, G., Demoule, A., Di Sabatino, A., Diehl, J. -L., Dobbelaere, S., Durand, S., Eldars, W., Elgamal, M., Elnagdy, M. H., Emiroglu, M., Erdeniz, E. H., Aytekin, S. E., Euvrard, R., Evcen, R., Fabio, G., Faivre, L., Falck, A., Fartoukh, M., Faure, M., Arquero, M. F., Flores, C., Francois, B., Fumado, V., Solis, B. G., Gaussem, P., Gil-Herrera, J., Gilardin, L., Alarcon, M. G., Girona-Alarcon, M., Goffard, J. -C., Gok, F., Gonzalez-Montelongo, R., Guerder, A., Gul, Y., Guner, S. N., Gut, M., Halwani, R., Hammarstrom, L., Hatipoglu, N., Hernandez-Brito, E., Holanda-Pena, M. S., Horcajada, J. P., Hraiech, S., Humbert, L., Iglesias, A. D., Inigo-Campos, A., Jamme, M., Arranz, M. J., Jordan, I., Kanat, F., Kapakli, H., Kara, I., Karbuz, A., Yasar, K. K., Keles, S., Demirkol, Y. K., Klocperk, A., Krol, Z. J., Kuentz, P., Kwan, Y. W. M., Lagier, J. -C., Lau, Y. -L., Le Bourgeois, F., Leo, Y. -S., Lopez, R. L., Leung, D., Levin, M., Levy, M., Levy, R., Li, Z., Linglart, A., Lorenzo-Salazar, J. M., Louapre, C., Lubetzki, C., Luyt, C. -E., Lye, D. C., Mansouri, D., Marjani, M., Pereira, J. M., Martin, A., Pueyo, D. M., Marzana, I., Mathian, A., Matos, L. R. B., Matthews, G. V., Mege, J. -L., Melki, I., Meritet, J. -F., Metin, O., Meyts, I., Mezidi, M., Migeotte, I., Millereux, M., Mirault, T., Mircher, C., Mirsaeidi, M., Melian, A. M., Martinez, A. M., Morange, P., Mordacq, C., Morelle, G., Mouly, S., Munoz-Barrera, A., Nafati, C., Neves, J. F., L. F. P., Ng, Medina, Y. N., Cuadros, E. N., Gonzalo Ocejo-Vinyals, J., Orbak, Z., Oualha, M., Ozcelik, T., Hammarstrom, Q. P., Parizot, C., Pascreau, T., Paz-Artal, E., de Diego, R. P., Philippe, A., Philippota, Q., Planas-Serra, L., Ploin, D., Poissy, J., Poncelet, G., Pouletty, M., Quentric, P., Raoult, D., Rebillat, A. -S., Reisli, I., Ricart, P., Richard, J. -C., Rivet, N., Riviere, J. G., Blanch, G. R., Rodrigo, C., Rodriguez-Palmero, A., Romero, C. S., Rothenbuhler, A., Rozenberg, F., del Prado, M. Y. R., Riera, J. S., Sanchez, O., Sanchez-Ramon, S., Schluter, A., Schmidt, M., Schweitzer, C. E., Scolari, F., Sediva, A., Seijo, L. M., Sene, D., Senoglu, S., Seppanen, M. R. J., Ilovich, A. S., Shahrooei, M., Smadja, D., Sobh, A., Moreno, X. S., Sole-Violan, J., Soler, C., Soler-Palacin, P., Stepanovskiy, Y., Stoclin, A., Taccone, F., Tandjaoui-Lambiottea, Y., Taupin, J. -L., Tavernier, S. J., Thumerelle, C., Tomasoni, G., Toubiana, J., Alvarez, J. T., Trouillet-Assanta, S., Troya, J., Tucci, A., Uzunhan, Y., Vabres, P., Valencia-Ramos, J., van Den Rym, A. M., Vandernoot, I., Vatansev, H., Velez-Santamaria, V., Viel, S., Vilain, C., Vilaire, M. E., Vincent, A., Voiriot, G., Vuotto, F., Yosunkaya, A., Young, B. E., Yucel, F., Zannad, F., Zatz, M., Belota, A., Foti, G., Bellani, G., Citerio, G., Contro, E., Pesci, A., Valsecchi, M. G., Cazzaniga, M., Bole-Feysot, C., Lyonnet, S., Masson, C., Nitschke, P., Pouliet, A., Schmitt, Y., Tores, F., Zarhrate, M., Abela, L., Andrejak, C., Angoulvant, F., Bachelet, D., Basmaci, R., Behillil, S., Beluze, M., Benkerrou, D., Bhavsar, K., Bompart, F., Bouadma, L., Bouscambert, M., Caralp, M., Cervantes-Gonzalez, M., Chair, A., Coelho, A., Couffignal, C., Couffin-Cadiergues, S., D'Ortenzio, E., da Silveira, C., Debray, M. -P., Deplanque, D., Descamps, D., Desvallees, M., Diallo, A., Diouf, A., Dorival, C., Dubos, F., Eloy, P., Enouf, V. V. E., Esperou, H., Esposito-Farese, M., Etienne, M., Ettalhaoui, N., Gault, N., Gaymard, A., Gigante, T., Gorenne, I., Guedj, J., Hoctin, A., Hoffmann, I., Jaafoura, S., Kafif, O., Kaguelidou, F., Kali, S., Khalil, A., Khan, C., Laouenan, C., Laribi, S., Le, M., Le Hingrat, Q., Le Mestre, S., Le Nagard, H., Lescure, F. -X., Levy, Y., Levy-Marchal, C., Lina, B., Lingas, G., Lucet, J. C., Malvy, D., Mambert, M., Mentre, F., Mercier, N., Meziane, A., Mouquet, H., Mullaert, J., Neant, N., Noret, M., Pages, J., Papadopoulos, A., Paul, C., Peiffer-Smadja, N., Petrov-Sanchez, V., Peytavin, G., Picone, O., Puechal, O., Rosa-Calatrava, M., Rossignol, B., Roy, C., Schneider, M., Semaille, C., Mohammed, N. S., Tagherset, L., Tardivon, C., Tellier, M. -C., Teoule, F., Terrier, O., Timsit, J. -F., Treoux, T., Tual, C., Tubiana, S., van der Werf, S., Vanel, N., Veislinger, A., Visseaux, B., Wiedemann, A., Yazdanpanah, Y., Abelc, L., Alcover, A., Aschard, H., Astrom, K., Bousso, P., Bruhns, P., Cumano, A., Demangel, C., Deriano, L., Santo, J. D., Dromer, F., Eberl, G., Enninga, J., Fellay, J., Gomperts-Boneca, I., Hasan, M., Hercberg, S., Lantz, O., Patin, E., Pellegrini, S., Pol, S., Rausell, A., Rogge, L., Sakuntabhai, A., Schwartz, O., Schwikowski, B., Shorte, S., Tangy, F., Toubert, A., Touvier, M., Ungeheuer, M. -N., Albert, M. L., Alavoine, L., Amat, K. K. A., Bielicki, J., Bruijning, P., Burdet, C., Caumes, E., Charpentier, C., Coignard, B., Costa, Y., Damond, F., Dechanet, A., Delmas, C., Ecobichon, J. -L., Enouf, V., Frezouls, W., Houhou, N., Ilic-Habensus, E., Kikoine, J., Lebeaux, D., Leclercq, A., Lehacaut, J., Letrou, S., Lucet, J. -C., Manchon, P., Mandic, M., Meghadecha, M., Motiejunaite, J., Nouroudine, M., Piquard, V., Postolache, A., Quintin, C., Rexach, J., Roufai, L., Terzian, Z., Thy, M., Vignali, V., van Agtmael, M., Algera, A. G., van Baarle, F., Bax, D., Beudel, M., Bogaard, H. J., Bomers, M., Bos, L., Botta, M., de Brabander, J., Bree, G., Brouwer, M. C., de Bruin, S., Bugiani, M., Bulle, E., Chouchane, O., Cloherty, A., Elbers, P., Fleuren, L., Geerlings, S., Geerts, B., Geijtenbeek, T., Girbes, A., Goorhuis, B., Grobusch, M. P., Hafkamp, F., Hagens, L., Hamann, J., Harris, V., Hemke, R., Hermans, S. M., Heunks, L., Hollmann, M. W., Horn, J., Hovius, J. W., de Jong, M. D., Koning, R., van Mourik, N., Nellen, J., Paulus, F., Peters, E., van der Poll, T., Preckel, B., Prins, J. M., Raasveld, J., Reijnders, T., Schinkel, M., Schultz, M. J., Schuurman, A., Sigaloff, K., Smit, M., Stijnis, C. S., Stilma, W., Teunissen, C., Thoral, P., Tsonas, A., van der Valk, M., Veelo, D., Vlaar, A. P. J., de Vries, H., van Vugt, M., Joost Wiersinga, W., Wouters, D., Zwinderman, A. H., Abelb, L., Muhsen, S. A., Al-Mulla, F., Anderson, M. S., Bogunovic, D., Bondarenko, A., Bryceson, Y., Bustamante, C. D., Butte, M., Chakravorty, S., Christodoulou, J., Cirulli, E., Condino-Neto, A., Cooper, M. A., Derisi, J. L., Desai, M., Drolet, B. A., Espinosa, S., Franco, J. L., Gregersen, P. K., Hagin, D., Heath, J., Henrickson, S. E., Hsieh, E., Imai, K., Itan, Y., Karamitros, T., Kisanda, K., C. -L., Ku, Ling, Y., Lucas, C. L., Maniatis, T., Marodi, L., Milner, J. D., Mironska, K., Morio, T., Notarangeloa, L. D., Novelli, G., Novelli, A., O'Farrelly, C., Okada, S., Planas, A. M., Prando, C., Pujol, A., Renia, L., Renieri, A., Sancho-Shimizu, V., Sankaran, V., Barrett, K. S., Snow, A., Tangye, S., Turvey, S., Uddin, F., Uddin, M. J., Vazquez, S. E., von Bernuth, H., Washington, N., Zawadzki, P., Sua, H. C., Casanovaa, J. -L., Bastard, Paul, Rosen, Lindsey B, Zhang, Qian, Michailidis, Eleftherio, Hoffmann, Hans-Heinrich, Zhang, Yu, Dorgham, Karim, Philippot, Quentin, Rosain, Jérémie, Béziat, Vivien, Manry, Jérémy, Shaw, Elana, Haljasmägi, Lii, Peterson, Pärt, Lorenzo, Lazaro, Bizien, Lucy, Trouillet-Assant, Sophie, Dobbs, Kerry, de Jesus, Adriana Almeida, Belot, Alexandre, Kallaste, Anne, Catherinot, Emilie, Tandjaoui-Lambiotte, Yacine, Le Pen, Jeremie, Kerner, Gaspard, Bigio, Benedetta, Seeleuthner, Yoann, Yang, Rui, Bolze, Alexandre, Spaan, András N, Delmonte, Ottavia M, Abers, Michael S, Aiuti, Alessandro, Casari, Giorgio, Lampasona, Vito, Piemonti, Lorenzo, Ciceri, Fabio, Bilguvar, Kaya, Lifton, Richard P, Vasse, Marc, Smadja, David M, Migaud, Mélanie, Hadjadj, Jérome, Terrier, Benjamin, Duffy, Darragh, Quintana-Murci, Llui, van de Beek, Diederik, Roussel, Lucie, Vinh, Donald C, Tangye, Stuart G, Haerynck, Filomeen, Dalmau, David, Martinez-Picado, Javier, Brodin, Petter, Nussenzweig, Michel C, Boisson-Dupuis, Stéphanie, Rodríguez-Gallego, Carlo, Vogt, Guillaume, Mogensen, Trine H, Oler, Andrew J, Gu, Jingwen, Burbelo, Peter D, Cohen, Jeffrey, Biondi, Andrea, Bettini, Laura Rachele, D'Angio, Mariella, Bonfanti, Paolo, Rossignol, Patrick, Mayaux, Julien, Rieux-Laucat, Frédéric, Husebye, Eystein S, Fusco, Francesca, Ursini, Matilde Valeria, Imberti, Luisa, Sottini, Alessandra, Paghera, Simone, Quiros-Roldan, Eugenia, Rossi, Camillo, Castagnoli, Riccardo, Montagna, Daniela, Licari, Amelia, Marseglia, Gian Luigi, Duval, Xavier, Ghosn, Jade, Tsang, John S, Goldbach-Mansky, Raphaela, Kisand, Kai, Lionakis, Michail S, Puel, Anne, Zhang, Shen-Ying, Holland, Steven M, Gorochov, Guy, Jouanguy, Emmanuelle, Rice, Charles M, Cobat, Aurélie, Notarangelo, Luigi D, Abel, Laurent, Su, Helen C, Casanova, Jean-Laurent, Meyts, Isabelle, Bastard, P, Rosen, L, Zhang, Q, Michailidis, E, Hoffmann, H, Zhang, Y, Dorgham, K, Philippot, Q, Rosain, J, Beziat, V, Manry, J, Shaw, E, Haljasmagi, L, Peterson, P, Lorenzo, L, Bizien, L, Trouillet-Assant, S, Dobbs, K, de Jesus, A, Belot, A, Kallaste, A, Catherinot, E, Tandjaoui-Lambiotte, Y, Le Pen, J, Kerner, G, Bigio, B, Seeleuthner, Y, Yang, R, Bolze, A, Spaan, A, Delmonte, O, Abers, M, Aiuti, A, Casari, G, Lampasona, V, Piemonti, L, Ciceri, F, Bilguvar, K, Lifton, R, Vasse, M, Smadja, D, Migaud, M, Hadjadj, J, Terrier, B, Duffy, D, Quintana-Murci, L, van de Beek, D, Roussel, L, Vinh, D, Tangye, S, Haerynck, F, Dalmau, D, Martinez-Picado, J, Brodin, P, Nussenzweig, M, Boisson-Dupuis, S, Rodriguez-Gallego, C, Vogt, G, Mogensen, T, Oler, A, Gu, J, Burbelo, P, Cohen, J, Biondi, A, Bettini, L, Dangio, M, Bonfanti, P, Rossignol, P, Mayaux, J, Rieux-Laucat, F, Husebye, E, Fusco, F, Ursini, M, Imberti, L, Sottini, A, Paghera, S, Quiros-Roldan, E, Rossi, C, Castagnoli, R, Montagna, D, Licari, A, Marseglia, G, Duval, X, Ghosn, J, Tsang, J, Goldbach-Mansky, R, Kisand, K, Lionakis, M, Puel, A, Zhang, S, Holland, S, Gorochov, G, Jouanguy, E, Rice, C, Cobat, A, Notarangelo, L, Abel, L, Su, H, Casanova, J, Arias, A, Boisson, B, Boucherit, S, Bustamante, J, Chbihi, M, Chen, J, Chrabieh, M, Kochetkov, T, Le Voyer, T, Liu, D, Nemirovskaya, Y, Ogishi, M, Papandrea, D, Patissier, C, Rapaport, F, Roynard, M, Vladikine, N, Woollett, M, Zhang, P, Kashyap, A, Ding, L, Bosticardo, M, Wang, Q, Ochoa, S, Liu, H, Chauvin, S, Stack, M, Koroleva, G, Bansal, N, Dalgard, C, Snow, A, Abad, J, Aguilera-Albesa, S, Akcan, O, Darazam, I, Aldave, J, Ramos, M, Nadji, S, Alkan, G, Allardet-Servent, J, Allende, L, Alsina, L, Alyanakian, M, Amador-Borrero, B, Amoura, Z, Antoli, A, Arslan, S, Assant, S, Auguet, T, Azot, A, Bajolle, F, Baldolli, A, Ballester, M, Feldman, H, Barrou, B, Beurton, A, Bilbao, A, Blanchard-Rohner, G, Blanco, I, Blandinieres, A, Blazquez-Gamero, D, Bloomfield, M, Bolivar-Prados, M, Borie, R, Bousfiha, A, Bouvattier, C, Boyarchuk, O, Bueno, M, Agra, J, Calimli, S, Capra, R, Carrabba, M, Casasnovas, C, Caseris, 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Leo, Y, Lopez, R, Leung, D, Levin, M, Levy, M, Levy, R, Li, Z, Linglart, A, Lorenzo-Salazar, J, Louapre, C, Lubetzki, C, Luyt, C, Lye, D, Mansouri, D, Marjani, M, Pereira, J, Martin, A, Pueyo, D, Marzana, I, Mathian, A, Matos, L, Matthews, G, Mege, J, Melki, I, Meritet, J, Metin, O, Meyts, I, Mezidi, M, Migeotte, I, Millereux, M, Mirault, T, Mircher, C, Mirsaeidi, M, Melian, A, Martinez, A, Morange, P, Mordacq, C, Morelle, G, Mouly, S, Munoz-Barrera, A, Nafati, C, Neves, J, Ng, L, Medina, Y, Cuadros, E, Gonzalo Ocejo-Vinyals, J, Orbak, Z, Oualha, M, Ozcelik, T, Hammarstrom, Q, Parizot, C, Pascreau, T, Paz-Artal, E, de Diego, R, Philippe, A, Philippota, Q, Planas-Serra, L, Ploin, D, Poissy, J, Poncelet, G, Pouletty, M, Quentric, P, Raoult, D, Rebillat, A, Reisli, I, Ricart, P, Richard, J, Rivet, N, Riviere, J, Blanch, G, Rodrigo, C, Rodriguez-Palmero, A, Romero, C, Rothenbuhler, A, Rozenberg, F, del Prado, M, Riera, J, Sanchez, O, Sanchez-Ramon, S, Schluter, A, Schmidt, M, Schweitzer, C, Scolari, F, Sediva, A, Seijo, L, Sene, D, Senoglu, S, Seppanen, M, Ilovich, A, Shahrooei, M, Sobh, A, Moreno, X, Sole-Violan, J, Soler, C, Soler-Palacin, P, Stepanovskiy, Y, Stoclin, A, Taccone, F, Tandjaoui-Lambiottea, Y, Taupin, J, Tavernier, S, Thumerelle, C, Tomasoni, G, Toubiana, J, Alvarez, J, Trouillet-Assanta, S, Troya, J, Tucci, A, Uzunhan, Y, Vabres, P, Valencia-Ramos, J, van Den Rym, A, Vandernoot, I, Vatansev, H, Velez-Santamaria, V, Viel, S, Vilain, C, Vilaire, M, Vincent, A, Voiriot, G, Vuotto, F, Yosunkaya, A, Young, B, Yucel, F, Zannad, F, Zatz, M, Belota, A, Foti, G, Bellani, G, Citerio, G, Contro, E, Pesci, A, Valsecchi, M, Cazzaniga, M, Bole-Feysot, C, Lyonnet, S, Masson, C, Nitschke, P, Pouliet, A, Schmitt, Y, Tores, F, Zarhrate, M, Abela, L, Andrejak, C, Angoulvant, F, Bachelet, D, Basmaci, R, Behillil, S, Beluze, M, Benkerrou, D, Bhavsar, K, Bompart, F, Bouadma, L, Bouscambert, M, Caralp, M, Cervantes-Gonzalez, M, Chair, A, Coelho, A, Couffignal, C, Couffin-Cadiergues, S, D'Ortenzio, E, da Silveira, C, Debray, M, Deplanque, D, Descamps, D, Desvallees, M, Diallo, A, Diouf, A, Dorival, C, Dubos, F, Eloy, P, Enouf, V, Esperou, H, Esposito-Farese, M, Etienne, M, Ettalhaoui, N, Gault, N, Gaymard, A, Gigante, T, Gorenne, I, Guedj, J, Hoctin, A, Hoffmann, I, Jaafoura, S, Kafif, O, Kaguelidou, F, Kali, S, Khalil, A, Khan, C, Laouenan, C, Laribi, S, Le, M, Le Hingrat, Q, Le Mestre, S, Le Nagard, H, Lescure, F, Levy, Y, Levy-Marchal, C, Lina, B, Lingas, G, Lucet, J, Malvy, D, Mambert, M, Mentre, F, Mercier, N, Meziane, A, Mouquet, H, Mullaert, J, Neant, N, Noret, M, Pages, J, Papadopoulos, A, Paul, C, Peiffer-Smadja, N, Petrov-Sanchez, V, Peytavin, G, Picone, O, Puechal, O, Rosa-Calatrava, M, Rossignol, B, Roy, C, Schneider, M, Semaille, C, Mohammed, N, Tagherset, L, Tardivon, C, Tellier, M, Teoule, F, Terrier, O, Timsit, J, Treoux, T, Tual, C, Tubiana, S, van der Werf, S, Vanel, N, Veislinger, A, Visseaux, B, Wiedemann, A, Yazdanpanah, Y, Abelc, L, Alcover, A, Aschard, H, Astrom, K, Bousso, P, Bruhns, P, Cumano, A, Demangel, C, Deriano, L, Santo, J, Dromer, F, Eberl, G, Enninga, J, Fellay, J, Gomperts-Boneca, I, Hasan, M, Hercberg, S, Lantz, O, Patin, E, Pellegrini, S, Pol, S, Rausell, A, Rogge, L, Sakuntabhai, A, Schwartz, O, Schwikowski, B, Shorte, S, Tangy, F, Toubert, A, Touvier, M, Ungeheuer, M, Albert, M, Alavoine, L, Amat, K, Bielicki, J, Bruijning, P, Burdet, C, Caumes, E, Charpentier, C, Coignard, B, Costa, Y, Damond, F, Dechanet, A, Delmas, C, Ecobichon, J, Frezouls, W, Houhou, N, Ilic-Habensus, E, Kikoine, J, Lebeaux, D, Leclercq, A, Lehacaut, J, Letrou, S, Manchon, P, Mandic, M, Meghadecha, M, Motiejunaite, J, Nouroudine, M, Piquard, V, Postolache, A, Quintin, C, Rexach, J, Roufai, L, Terzian, Z, Thy, M, Vignali, V, van Agtmael, M, Algera, A, van Baarle, F, Bax, D, Beudel, M, Bogaard, H, Bomers, M, Bos, L, Botta, M, de Brabander, J, Bree, G, Brouwer, M, de Bruin, S, Bugiani, M, Bulle, E, Chouchane, O, Cloherty, A, Elbers, P, Fleuren, L, Geerlings, S, Geerts, B, Geijtenbeek, T, Girbes, A, Goorhuis, B, Grobusch, M, Hafkamp, F, Hagens, L, Hamann, J, Harris, V, Hemke, R, Hermans, S, Heunks, L, Hollmann, M, Horn, J, Hovius, J, de Jong, M, Koning, R, van Mourik, N, Nellen, J, Paulus, F, Peters, E, van der Poll, T, Preckel, B, Prins, J, Raasveld, J, Reijnders, T, Schinkel, M, Schultz, M, Schuurman, A, Sigaloff, K, Smit, M, Stijnis, C, Stilma, W, Teunissen, C, Thoral, P, Tsonas, A, van der Valk, M, Veelo, D, Vlaar, A, de Vries, H, van Vugt, M, Joost Wiersinga, W, Wouters, D, Zwinderman, A, Abelb, L, Iuti, F, Muhsen, S, Al-Mulla, F, Anderson, M, Bogunovic, D, Bondarenko, A, Bryceson, Y, Bustamante, C, Butte, M, Chakravorty, S, Christodoulou, J, Cirulli, E, Condino-Neto, A, Cooper, M, Derisi, J, Desai, M, Drolet, B, Espinosa, S, Franco, J, Gregersen, P, Hagin, D, Heath, J, Henrickson, S, Hsieh, E, Imai, K, Itan, Y, Karamitros, T, Kisanda, K, Ku, C, Ling, Y, Lucas, C, Maniatis, T, Marodi, L, Milner, J, Mironska, K, Morio, T, Notarangeloa, L, Novelli, G, Novelli, A, O'Farrelly, C, Okada, S, Planas, A, Prando, C, Pujol, A, Renia, L, Renieri, A, Sancho-Shimizu, V, Sankaran, V, Barrett, K, Turvey, S, Uddin, F, Uddin, M, Vazquez, S, von Bernuth, H, Washington, N, Zawadzki, P, Sua, H, Casanovaa, J, Human genetics of infectious diseases : Mendelian predisposition (Equipe Inserm U1163), Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP), Rockefeller University [New York], National Institute of Allergy and Infectious Diseases [Bethesda] (NIAID-NIH), National Institutes of Health [Bethesda] (NIH), Centre d'Immunologie et de Maladies Infectieuses (CIMI), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), University of Tartu, Hospices Civils de Lyon (HCL), Centre International de Recherche en Infectiologie - UMR (CIRI), École normale supérieure - Lyon (ENS Lyon)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Centre de référence des rhumatismes inflammatoires et maladies auto-immunes systémiques rares de l’enfant / National Referee Centre for Rheumatic and AutoImmune and Systemic Diseases in Children [Lyon] (RAISE), Lyon Immunopathology Federation (LIFe), Tartu University Hospital [Tartu, Estonia], Hôpital Foch [Suresnes], Hôpital Avicenne [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Hypoxie et Poumon : pneumopathologies fibrosantes, modulations ventilatoires et circulatoires (H&P), UFR SMBH-Université Sorbonne Paris Nord, Helix [San Mateo, CA], University Medical Center [Utrecht], IRCCS Ospedale San Raffaele [Milan, Italy], Universita Vita Salute San Raffaele = Vita-Salute San Raffaele University [Milan, Italie] (UniSR), Yale University School of Medicine, Innovations thérapeutiques en hémostase (IThEM - U1140), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP), Immunogenetics of pediatric autoimmune diseases (Equipe Inserm U1163), Centre National de Référence Maladies auto-immunes Systémiques Rares [CHU Pitié-Salpêtrière], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), Université de Paris (UP), Immunologie Translationnelle - Translational Immunology lab, Institut Pasteur [Paris], Génétique Evolutive Humaine - Human Evolutionary Genetics, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), Chaire Génomique humaine et évolution, Collège de France (CdF (institution)), Amsterdam Neuroscience [Pays-Bas], Vrije Universiteit Amsterdam [Amsterdam] (VU)-University of Amsterdam [Amsterdam] (UvA)-VU University Medical Center [Amsterdam], McGill University Health Center [Montreal] (MUHC), Garvan Institute of Medical Research [Darlinghurst, Australia], University of New South Wales [Sydney] (UNSW), Ghent University Hospital, Hospital Universitario Mutua de Terrassa, Universitat de Barcelona (UB), Institut d’Investigació Germans Trias i Pujol = Germans Trias i Pujol Research Institute (IGTP), Universitat de Vic-Universitat Central de Catalunya, España, Institució Catalana de Recerca i Estudis Avançats (ICREA), Karolinska Institutet [Stockholm], Karolinska University Hospital [Stockholm], Howard Hughes Medical Institute [New York] (HHMI), Howard Hughes Medical Institute (HHMI)-New York University School of Medicine, NYU System (NYU)-NYU System (NYU)-Rockefeller University [New York]-Columbia University Irving Medical Center (CUIMC), Hospital Universitario de Gran Canaria Dr Negrin, University Fernando Pessoa - UFP, Centre National de Recherche en Génomique Humaine (CNRGH), Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Aarhus University Hospital, Aarhus University [Aarhus], Università degli Studi di Milano-Bicocca [Milano] (UNIMIB), Fondazione MBBM-Ospedale [Monza, Italie], San Gerardo Hospital, Centre d'investigation clinique plurithématique Pierre Drouin [Nancy] (CIC-P), Centre d'investigation clinique [Nancy] (CIC), Université de Lorraine (UL)-Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL)-Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Institut National de la Santé et de la Recherche Médicale (INSERM), Service d'Anesthésie réanimation [CHU Pitié-Salpêtrière], CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), University of Bergen (UiB), Haukeland University Hospital, Consiglio Nazionale delle Ricerche [Napoli] (CNR), Azienda Socio Sanitaria Territoriale Spedali Civili di Brescia [Brescia], Università degli Studi di Brescia [Brescia], Università degli Studi di Pavia, Fondazione IRCCS Policlinico San Matteo, CIC - CHU Bichat, Institut National de la Santé et de la Recherche Médicale (INSERM), AP-HP - Hôpital Bichat - Claude Bernard [Paris], Infection, Anti-microbiens, Modélisation, Evolution (IAME (UMR_S_1137 / U1137)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP)-Université Sorbonne Paris Nord, Université de Paris - UFR Médecine Paris Nord [Santé] (UP Médecine Paris Nord), Service d'Immunologie [CHU Pitié-Salpétrière], Service d'immuno-hématologie pédiatrique [CHU Necker], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-CHU Necker - Enfants Malades [AP-HP], Centre d'Investigation Clinique [Rennes] (CIC), Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), UM1 HG006504/HG/NHGRI NIH HHS/United States, P01 AI138938/AI/NIAID NIH HHS/United States, U19 AI111825/AI/NIAID NIH HHS/United States, U24 HG008956/HG/NHGRI NIH HHS/United States, MR/S032304/1/MRC_/Medical Research Council/United Kingdom, UKRI Future Leader's Fellowship, The Laboratory of Human Genetics of Infectious Diseases is supported by the Howard Hughes Medical Institute, The Rockefeller University, the St. Giles Foundation, the National Institutes of Health (NIH) (R01AI088364), the National Center for Advancing Translational Sciences (NCATS), NIH Clinical and Translational Science Award (CTSA) program (UL1 TR001866), a Fast Grant from Emergent Ventures, the Mercatus Center at George Mason University, the Yale Center for Mendelian Genomics and the GSP Coordinating Center funded by the National Human Genome Research Institute (NHGRI) (UM1HG006504 and U24HG008956), the French National Research Agency (ANR) under the Investments for the Future program (ANR-10-IAHU-01), the Integrative Biology of Emerging Infectious Diseases Laboratory of Excellence (ANR-10-LABX-62-IBEID), the French Foundation for Medical Research (FRM) (EQU201903007798), the FRM and ANR GENCOVID project (ANRS-COV05), the Square Foundation, Grandir – Fonds de solidarité pour l’enfance, the SCOR Corporate Foundation for Science, the Institut Institut National de la Santé et de la Recherche Médicale (INSERM), and the University of Paris. Samples from San Raffaele Hospital were obtained through the Covid-BioB project and by healthcare personnel of San Raffaele Hospital, San Raffaele Telethon Institute for Gene Therapy (SR-TIGET) clinical laboratory and clinical research unit, funded by the Program Project COVID-19 OSR-UniSR and Fondazione Telethon. The French COVID Cohort Study Group was sponsored by INSERM and supported by the REACTing consortium and by a grant from the French Ministry of Health (PHRC 20-0424). The Cov-Contact Cohort was supported by the REACTing consortium, the French Ministry of Health, and the European Commission (RECOVER WP 6). The Milieu Intérieur Consortium was supported by the French Government’s Investissement d’Avenir program, Laboratoire d’Excellence Milieu Intérieur grant (ANR-10-LABX-69-01) (primary investigators: L.Q.-M. and D.Du.). The Simoa experiment was supported by the PHRC-20-0375 COVID-19 grant 'DIGITAL COVID' (primary investigator: G.G.). S.G.T. is supported by a Leadership 3 Investigator Grant awarded by the National Health and Medical Research Council of Australia and a COVID19 Rapid Response Grant awarded by UNSW Sydney. C.R.-G. and colleagues were supported by the Instituto de Salud Carlos III (COV20_01333 and COV20_01334, Spanish Ministry of Science and Innovation RTC-2017-6471-1, AEI/FEDER, UE) and Cabildo Insular de Tenerife (CGIEU0000219140 and 'Apuestas científicas del ITER para colaborar en la lucha contra la COVID-19'). S.T.-A. and A.B. were supported by ANR-20-COVI-0064 (primary investigator: A.Be.). This work is supported by the French Ministry of Health 'Programme Hospitalier de Recherche Clinique Inter regional 2013,' by the Contrat de Plan Etat-Lorraine and FEDER Lorraine, and by a public grant overseen by the French National Research Agency (ANR) as part of the second Investissements d’Avenir program FIGHT-HF (reference no. ANR-15-RHU-0004) and by the French PIA project 'Lorraine Université d’Excellence' (reference no. ANR-15-IDEX-04-LUE) (45), and biobanking is performed by the Biological Resource Center Lorrain BB-0033-00035. This study was supported by the Fonds IMMUNOV, for Innovation in Immunopathology, by a grant from the Agence National de la Recherche (ANR-flash Covid19 'AIROCovid' to F.R.-L.), and by the FAST Foundation (French Friends of Sheba Tel Hashomer Hospital). Work in the Laboratory of Virology and Infectious Disease was supported by NIH grants P01AI138398-S1, 2U19AI111825, and R01AI091707-10S1, a George Mason University Fast Grant, and the G. Harold and Leila Y. Mathers Charitable Foundation. The Amsterdam UMC Covid-19 Biobank was supported by grants from the Amsterdam Corona Research Fund, the Dr. C.J. Vaillant Fund, and the Netherlands Organization for Health Research and Development [ZonMw, NWO-Vici-Grant (grant no. 918·19·627 to D.v.d.B.)]. This work was also supported by the Division of Intramural Research of the National Institute of Dental Craniofacial Research and the National Institute of Allergy and Infectious Diseases, National Institutes of Health, and by Regione Lombardia, Italy (project 'Risposta immune in pazienti con COVID-19 e comorbidita'). The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. J.H. holds an Institut Imagine M.D.-Ph.D. fellowship from the Fondation Bettencourt Schueller. J.R. is supported by the INSERM Ph.D. program ('poste d’accueil Inserm'). P.Ba. was supported by the French Foundation for Medical Research (FRM, EA20170638020) and the M.D.-Ph.D. program of the Imagine Institute (with the support of the Fondation Bettencourt-Schueller). We thank the Association 'Turner et vous' for their help and support. Sample processing at IrsiCaixa was possible thanks to the crowdfunding initiative YoMeCorono. D.C.V. is supported by the Fonds de la recherche en santé du Québec clinician-scientist scholar program. K.K. was supported by the Estonian Research Council grant PUT1367. We thank the GEN-COVID Multicenter Study (https://sites.google.com/dbm.unisi.it/gen-covid). We thank the NIAID Office of Cyber Infrastructure and Computational Biology, Bioinformatics and Computational Biosciences Branch (contract no. HHSN316201300006W/HHSN27200002 to MSC, Inc.), the Operations Engineering Branch for developing the HGRepo system to enable streamlined access to the data, and the NCI Advanced Biomedical Computational Science (ABCS) for data transformation support. Biomedical Advanced Research and Development Authority was supported under contract no. HHSO10201600031C (to J.H.). Financial support was provided by the National Institute of Allergy and Infectious Diseases (NIAID) K08AI135091, the Burroughs Wellcome Fund CAMS, the Clinical Immunology Society, and the American Academy of Allergy, Asthma, and Immunology, We thank the patients, their families, and healthy donors for placing their trust in us. We thank the French Incontinentia pigmenti association for their help and support. We thank Y. Nemirovskaya, D. Papandrea, M. Woollett, D. Liu, C. Rivalain, and C. Patissier for administrative assistance, D. Kapogiannis (National Institute on Aging) for providing healthy donor samples, and S. Xirasager, J. Barnett, X. Cheng, S. Weber, J. Danielson, B. Garabedian, and H. Matthews for their assistance in this study. We also thank R. Apps, B. Ryan, and Y. Belkaid of the CHI for their assistance. We thank the CRB-Institut Jérôme Lejeune, CRB-BioJeL, Paris, France, for their assistance. We thank M. C. García Guerrero, I. Erkizia, E. Grau, M. Massanella from IrsiCaixa AIDS Research Institute, Badalona, Spain, and J. Guitart from the Department of Clinical Genetics, University Hospital Germans Trias i Pujol, Badalona, Spain, for providing samples. We also thank J. Dalmau from IrsiCaixa for assistance, HGID Lab, NIAID-USUHS Immune Response to COVID Group, COVID Clinicians, COVID-STORM Clinicians, Imagine COVID Group, French COVID Cohort Study Group, The Milieu Intérieur Consortium, CoV-Contact Cohort, Amsterdam UMC Covid-19 Biobank, COVID Human Genetic, CoV-Contact Cohort: Loubna Alavoine, Karine K. A. Amat, Sylvie Behillil, Julia Bielicki, Patricia Bruijning, Charles Burdet, Eric Caumes, Charlotte Charpentier, Bruno Coignard, Yolande Costa, Sandrine Couffin-Cadiergues, Florence Damond, Aline Dechanet, Christelle Delmas, Diane Descamps, Xavier Duval, Jean-Luc Ecobichon, Vincent Enouf, Hélène Espérou, Wahiba Frezouls, Nadhira Houhou, Emila Ilic-Habensus, Ouifiya Kafif, John Kikoine, Quentin Le Hingrat, David Lebeaux, Anne Leclercq, Jonathan Lehacaut, Sophie Letrou, Bruno Lina, Jean-Christophe Lucet, Denis Malvy, Pauline Manchon, Milica Mandic, Mohamed Meghadecha, Justina Motiejunaite, Mariama Nouroudine, Valentine Piquard, Andreea Postolache, Caroline Quintin, Jade Rexach, Layidé Roufai, Zaven Terzian, Michael Thy, Sarah Tubiana, Sylvie van der Werf, Valérie Vignali, Benoit Visseaux, Yazdan Yazdanpanah, COVID Human Genetic Effort: Laurent Abel, Alessandro Aiuti, Saleh Al Muhsen, Fahd Al-Mulla, Mark S. Anderson, Andrés Augusto Arias, Hagit Baris Feldman, Dusan Bogunovic, Alexandre Bolze, Anastasiia Bondarenko, Ahmed A. Bousfiha, Petter Brodin, Yenan Bryceson, Carlos D. Bustamante, Manish Butte, Giorgio Casari, Samya Chakravorty, John Christodoulou, Elizabeth Cirulli, Antonio Condino-Neto, Megan A. Cooper, Clifton L. Dalgard, Joseph L. DeRisi, Murkesh Desai, Beth A. Drolet, Sara Espinosa, Jacques Fellay, Carlos Flores, Jose Luis Franco, Peter K. Gregersen, Filomeen Haerynck, David Hagin, Rabih Halwani​, Jim Heath, Sarah E. Henrickson, Elena Hsieh, Kohsuke Imai, Yuval Itan, Timokratis Karamitros, Kai Kisand, Cheng-Lung Ku, Yu-Lung Lau, Yun Ling, Carrie L. Lucas, Tom Maniatis, Davoud Mansouri, Laszlo Marodi, Isabelle Meyts, Joshua D. Milner, Kristina Mironska, Trine Mogensen, Tomohiro Morio, Lisa F. P. Ng, Luigi D. Notarangelo, Giuseppe Novelli, Antonio Novelli, Cliona O'Farrelly, Satoshi Okada, Tayfun Ozcelik, Rebeca Perez de Diego, Anna M. Planas, Carolina Prando, Aurora Pujol, Lluis Quintana-Murci, Laurent Renia, Alessandra Renieri, Carlos Rodríguez-Gallego, Vanessa Sancho-Shimizu, Vijay Sankaran, Kelly Schiabor Barrett, Mohammed Shahrooei, Andrew Snow, Pere Soler-Palacín, András N. Spaan, Stuart Tangye, Stuart Turvey, Furkan Uddin, Mohammed J. Uddin, Diederik van de Beek, Sara E. Vazquez, Donald C. Vinh, Horst von Bernuth, Nicole Washington, Pawel Zawadzki, Helen C. Su, Jean-Laurent Casanova, Amsterdam UMC Covid-19 Biobank: Michiel van Agtmael, Anna Geke Algera, Frank van Baarle, Diane Bax, Martijn Beudel, Harm Jan Bogaard, Marije Bomers, Lieuwe Bos, Michela Botta, Justin de Brabander, Godelieve Bree, Matthijs C. Brouwer, Sanne de Bruin, Marianna Bugiani, Esther Bulle, Osoul Chouchane, Alex Cloherty, Paul Elbers, Lucas Fleuren, Suzanne Geerlings, Bart Geerts, Theo Geijtenbeek, Armand Girbes, Bram Goorhuis, Martin P. Grobusch, Florianne Hafkamp, Laura Hagens, Jorg Hamann, Vanessa Harris, Robert Hemke, Sabine M. Hermans, Leo Heunks, Markus W. Hollmann, Janneke Horn, Joppe W. Hovius, Menno D. de Jong, Rutger Koning, Niels van Mourik, Jeaninne Nellen, Frederique Paulus, Edgar Peters, Tom van der Poll, Benedikt Preckel, Jan M. Prins, Jorinde Raasveld, Tom Reijnders, Michiel Schinkel, Marcus J. Schultz, Alex Schuurman, Kim Sigaloff, Marry Smit, Cornelis S. Stijnis, Willemke Stilma, Charlotte Teunissen, Patrick Thoral, Anissa Tsonas, Marc van der Valk, Denise Veelo, Alexander P. J. Vlaar, Heder de Vries, Michèle van Vugt, W. Joost Wiersinga, Dorien Wouters, A. H. (Koos) Zwinderman, Diederik van de Beek, HGID Lab: Andrés Augusto Arias, Bertrand Boisson, Soraya Boucherit, Jacinta Bustamante, Marwa Chbihi, Jie Chen, Maya Chrabieh, Tatiana Kochetkov, Tom Le Voyer, Dana Liu, Yelena Nemirovskaya, Masato Ogishi, Dominick Papandrea, Cécile Patissier, Franck Rapaport, Manon Roynard, Natasha Vladikine, Mark Woollett, Peng Zhang, NIAID-USUHS Immune Response to COVID Group: Anuj Kashyap, Li Ding, Marita Bosticardo, Qinlu Wang, Sebastian Ochoa, Hui Liu, Samuel D. Chauvin, Michael Stack, Galina Koroleva, Neha Bansal, Clifton L. Dalgard, Andrew L. Snow, COVID Clinicians: Jorge Abad, Sergio Aguilera-Albesa, Ozge Metin Akcan, Ilad Alavi Darazam, Juan C. Aldave, Miquel Alfonso Ramos, Seyed Alireza Nadji, Gulsum Alkan, Jerome Allardet-Servent, Luis M. Allende, Laia Alsina, Marie-Alexandra Alyanakian, Blanca Amador-Borrero, Zahir Amoura, Arnau Antolí, Sevket Arslan, Sophie Assant, Terese Auguet, Axelle Azot, Fanny Bajolle, Aurélie Baldolli, Maite Ballester, Hagit Baris Feldman, Benoit Barrou, Alexandra Beurton, Agurtzane Bilbao, Geraldine Blanchard-Rohner, Ignacio Blanco, Adeline Blandinières, Daniel Blazquez-Gamero, Marketa Bloomfield, Mireia Bolivar-Prados, Raphael Borie, Ahmed A. Bousfiha, Claire Bouvattier, Oksana Boyarchuk, Maria Rita P. Bueno, Jacinta Bustamante, Juan José Cáceres Agra, Semra Calimli, Ruggero Capra, Maria Carrabba, Carlos Casasnovas, Marion Caseris, Martin Castelle, Francesco Castelli, Martín Castillo de Vera, Mateus V. Castro, Emilie Catherinot, Martin Chalumeau, Bruno Charbit, Matthew P. Cheng, Père Clavé, Bonaventura Clotet, Anna Codina, Fatih Colkesen, Fatma Colkesen, Roger Colobran, Cloé Comarmond, Angelo G. Corsico, David Dalmau, David Ross Darley, Nicolas Dauby, Stéphane Dauger, Loic de Pontual, Amin Dehban, Geoffroy Delplancq, Alexandre Demoule, Antonio Di Sabatino, Jean-Luc Diehl, Stephanie Dobbelaere, Sophie Durand, Waleed Eldars, Mohamed Elgamal, Marwa H. Elnagdy, Melike Emiroglu, Emine Hafize Erdeniz, Selma Erol Aytekin, Romain Euvrard, Recep Evcen, Giovanna Fabio, Laurence Faivre, Antonin Falck, Muriel Fartoukh, Morgane Faure, Miguel Fernandez Arquero, Carlos Flores, Bruno Francois, Victoria Fumadó, Francesca Fusco, Blanca Garcia Solis, Pascale Gaussem, Juana Gil-Herrera, Laurent Gilardin, Monica Girona Alarcon, Mónica Girona-Alarcón, Jean-Christophe Goffard, Funda Gok, Rafaela González-Montelongo, Antoine Guerder, Yahya Gul, Sukru Nail Guner, Marta Gut, Jérôme Hadjadj, Filomeen Haerynck, Rabih Halwani, Lennart Hammarström, Nevin Hatipoglu, Elisa Hernandez-Brito, María Soledad Holanda-Peña, Juan Pablo Horcajada, Sami Hraiech, Linda Humbert, Alejandro D. Iglesias, Antonio Íñigo-Campos, Matthieu Jamme, María Jesús Arranz, Iolanda Jordan, Fikret Kanat, Hasan Kapakli, Iskender Kara, Adem Karbuz, Kadriye Kart Yasar, Sevgi Keles, Yasemin Kendir Demirkol, Adam Klocperk, Zbigniew J. Król, Paul Kuentz, Yat Wah M. Kwan, Jean-Christophe Lagier, Yu-Lung Lau, Fleur Le Bourgeois, Yee-Sin Leo, Rafael Leon Lopez, Daniel Leung, Michael Levin, Michael Levy, Romain Lévy, Zhi Li, Agnes Linglart, José M. Lorenzo-Salazar, Céline Louapre, Catherine Lubetzki, Charles-Edouard Luyt, David C. Lye, Davood Mansouri, Majid Marjani, Jesus Marquez Pereira, Andrea Martin, David Martínez Pueyo, Javier Martinez-Picado, Iciar Marzana, Alexis Mathian, Larissa R. B. Matos, Gail V. Matthews, Julien Mayaux, Jean-Louis Mège, Isabelle Melki, Jean-François Meritet, Ozge Metin, Isabelle Meyts, Mehdi Mezidi, Isabelle Migeotte, Maude Millereux, Tristan Mirault, Clotilde Mircher, Mehdi Mirsaeidi, Abián Montesdeoca Melián, Antonio Morales Martinez, Pierre Morange, Clémence Mordacq, Guillaume Morelle, Stéphane Mouly, Adrián Muñoz-Barrera, Cyril Nafati, João Farela Neves, Lisa F. P. Ng Yeray Novoa Medina, Esmeralda Nuñez Cuadros, J. Gonzalo Ocejo-Vinyals, Zerrin Orbak, Mehdi Oualha, Tayfun Özçelik, Qiang Pan Hammarström, Christophe Parizot, Tiffany Pascreau, Estela Paz-Artal, Rebeca Pérez de Diego, Aurélien Philippe, Quentin Philippot, Laura Planas-Serra, Dominique Ploin, Julien Poissy, Géraldine Poncelet, Marie Pouletty, Paul Quentric, Didier Raoult, Anne-Sophie Rebillat, Ismail Reisli, Pilar Ricart, Jean-Christophe Richard, Nadia Rivet, Jacques G. Rivière, Gemma Rocamora Blanch, Carlos Rodrigo, Carlos Rodriguez-Gallego, Agustí Rodríguez-Palmero, Carolina Soledad Romero, Anya Rothenbuhler, Flore Rozenberg, Maria Yolanda Ruiz del Prado, Joan Sabater Riera, Oliver Sanchez, Silvia Sánchez-Ramón, Agatha Schluter, Matthieu Schmidt, Cyril E. Schweitzer, Francesco Scolari, Anna Sediva, Luis M. Seijo, Damien Sene, Sevtap Senoglu, Mikko R. J. Seppänen, Alex Serra Ilovich, Mohammad Shahrooei, David Smadja, Ali Sobh, Xavier Solanich Moreno, Jordi Solé-Violán, Catherine Soler, Pere Soler-Palacín, Yuri Stepanovskiy, Annabelle Stoclin, Fabio Taccone, Yacine Tandjaoui-Lambiotte, Jean-Luc Taupin, Simon J. Tavernier, Benjamin Terrier, Caroline Thumerelle, Gabriele Tomasoni, Julie Toubiana, Josep Trenado Alvarez, Sophie Trouillet-Assant, Jesús Troya, Alessandra Tucci, Matilde Valeria Ursini‬, Yurdagul Uzunhan, Pierre Vabres, Juan Valencia-Ramos, Ana Maria Van Den Rym, Isabelle Vandernoot, Hulya Vatansev, Valentina Vélez-Santamaria, Sébastien Viel, Cédric Vilain, Marie E. Vilaire, Audrey Vincent, Guillaume Voiriot, Fanny Vuotto, Alper Yosunkaya, Barnaby E. Young, Fatih Yucel, Faiez Zannad, Mayana Zatz, Alexandre Belot, COVID-STORM Clinicians: Giuseppe Foti, Giacomo Bellani, Giuseppe Citerio, Ernesto Contro, Alberto Pesci, Maria Grazia Valsecchi, Marina Cazzaniga, Imagine COVID Group: Christine Bole-Feysot, Stanislas Lyonnet, Cécile Masson, Patrick Nitschke, Aurore Pouliet, Yoann Schmitt, Frederic Tores, Mohammed Zarhrate, French COVID Cohort Study Group: Laurent Abel, Claire Andrejak, François Angoulvant, Delphine Bachelet, Romain Basmaci, Sylvie Behillil, Marine Beluze, Dehbia Benkerrou, Krishna Bhavsar, François Bompart, Lila Bouadma, Maude Bouscambert, Mireille Caralp, Minerva Cervantes-Gonzalez, Anissa Chair, Alexandra Coelho, Camille Couffignal, Sandrine Couffin-Cadiergues, Eric D’ortenzio, Charlene Da Silveira, Marie-Pierre Debray, Dominique Deplanque, Diane Descamps, Mathilde Desvallées, Alpha Diallo, Alphonsine Diouf, Céline Dorival, François Dubos, Xavier Duval, Philippine Eloy, Vincent V. E. Enouf, Hélène Esperou, Marina Esposito-Farese, Manuel Etienne, Nadia Ettalhaoui, Nathalie Gault, Alexandre Gaymard, Jade Ghosn, Tristan Gigante, Isabelle Gorenne, Jérémie Guedj, Alexandre Hoctin, Isabelle Hoffmann, Salma Jaafoura, Ouifiya Kafif, Florentia Kaguelidou, Sabina Kali, Antoine Khalil, Coralie Khan, Cédric Laouénan, Samira Laribi, Minh Le, Quentin Le Hingrat, Soizic Le Mestre, Hervé Le Nagard, François-Xavier Lescure, Yves Lévy, Claire Levy-Marchal, Bruno Lina, Guillaume Lingas, Jean Christophe Lucet, Denis Malvy, Marina Mambert, France Mentré, Noémie Mercier, Amina Meziane, Hugo Mouquet, Jimmy Mullaert, Nadège Neant, Marion Noret, Justine Pages, Aurélie Papadopoulos, Christelle Paul, Nathan Peiffer-Smadj, Ventzislava Petrov-Sanchez, Gilles Peytavin, Olivier Picone, Oriane Puéchal, Manuel Rosa-Calatrava, Bénédicte Rossignol, Patrick Rossignol, Carine Roy, Marion Schneider, Caroline Semaille, Nassima Si Mohammed, Lysa Tagherset, Coralie Tardivon, Marie-Capucine Tellier, François Téoulé, Olivier Terrier, Jean-François Timsit, Théo Treoux, Christelle Tual, Sarah Tubiana, Sylvie van der Werf, Noémie Vanel, Aurélie Veislinger, Benoit Visseaux, Aurélie Wiedemann, Yazdan Yazdanpanan, The Milieu Intérieur Consortium: Laurent Abel, Andres Alcover, Hugues Aschard, Kalla Astrom, Philippe Bousso, Pierre Bruhns, Ana Cumano, Caroline Demangel, Ludovic Deriano, James Di Santo, Françoise Dromer, Gérard Eberl, Jost Enninga, Jacques Fellay, Ivo Gomperts-Boneca, Milena Hasan, Serge Hercberg, Olivier Lantz, Hugo Mouquet, Etienne Patin, Sandra Pellegrini, Stanislas Pol, Antonio Rausell, Lars Rogge, Anavaj Sakuntabhai, Olivier Schwartz, Benno Schwikowski, Spencer Shorte, Frédéric Tangy, Antoine Toubert, Mathilde Touvier, Marie-Noëlle Ungeheuer, Matthew L. Albert, Darragh Duffy, Lluis Quintana-Murci, ANR-10-IAHU-0001,Imagine,Institut Hospitalo-Universitaire Imagine(2010), ANR-10-LABX-0062,IBEID,Integrative Biology of Emerging Infectious Diseases(2010), ANR-20-COVI-0003,GENCOVID,Identification des défauts monogéniques de l'immunité responsables des formes sévères de COVID-19 chez les patients précédemment en bonne santé(2020), ANR-10-LABX-0069,MILIEU INTERIEUR,GENETIC & ENVIRONMENTAL CONTROL OF IMMUNE PHENOTYPE VARIANCE: ESTABLISHING A PATH TOWARDS PERSONALIZED MEDICINE(2010), ANR-20-COVI-0064,IFN-COVID19,Etude de la régulation de la réponse interferon de type I dans le control de l'infection par SARS-Cov2 et sa pathogènese(2020), ANR-15-RHUS-0004,FIGHT-HF,Combattre l'insuffisance cardiaque(2015), ANR-15-IDEX-0004,LUE,Isite LUE(2015), ANR-20-COVI-0022,AIROCovid19,Analyse Omics de la réponse immune aigue au cours de l'infection à Covid19: rationnel moléculaire pour un traitement ciblé(2020), Howard Hughes Medical Institute, Rockefeller University, National Institutes of Health (US), National Center for Advancing Translational Sciences (US), George Mason University, National Human Genome Research Institute (US), Agence Nationale de la Recherche (France), Fondation pour la Recherche Médicale, Pershing Square Foundation, Institut National de la Santé et de la Recherche Médicale (France), Université de Paris, Fondazione Telethon, Ministère des Solidarités et de la Santé (France), European Commission, National Health and Medical Research Council (Australia), University of New South Wales (Australia), Instituto de Salud Carlos III, Ministerio de Ciencia, Innovación y Universidades (España), Agencia Estatal de Investigación (España), Cabildo de Tenerife, Fondation Bettencourt Schueller, Estonian Research Council, Rosen, Lindsey B., Michailidis, Eleftherios, Haljasmägi, Liis, Spaan, András N., Quintana-Murci, Lluis, Beek, Diederik van der, Vinh, Donald C., Tangye, Stuart G., Martínez-Picado, Javier, Brodin, Peter, Nussenzweig, Michel C., Rodríguez-Gallego, Carlos, Mogensen, Trine, Oler, Andrew J., Burbelo, Peter D., Husebye, Eystein S., Children's Hospital, HUS Children and Adolescents, Clinicum, Department of Medicine, Neurology, AII - Infectious diseases, ANS - Neuroinfection & -inflammation, Infectious diseases, ACS - Pulmonary hypertension & thrombosis, Intensive Care Medicine, ACS - Microcirculation, ACS - Heart failure & arrhythmias, Anesthesiology, ACS - Diabetes & metabolism, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Centre d'Immunologie et des Maladies Infectieuses (CIMI), Centre International de Recherche en Infectiologie (CIRI), École normale supérieure de Lyon (ENS de Lyon)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Yale School of Medicine [New Haven, Connecticut] (YSM), Innovations thérapeutiques en hémostase = Innovative Therapies in Haemostasis (IThEM - U1140), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Université Paris Cité (UPCité), Institut Pasteur [Paris] (IP), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), Collège de France - Chaire Génomique humaine et évolution, Garvan Institute of medical research, Università degli Studi di Milano-Bicocca = University of Milano-Bicocca (UNIMIB), San Gerardo Hospital of Monza, Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL)-Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL), Défaillance Cardiovasculaire Aiguë et Chronique (DCAC), Centre Hospitalier Régional Universitaire de Nancy (CHRU Nancy)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lorraine (UL), Cardiovascular and Renal Clinical Trialists [Vandoeuvre-les-Nancy] (INI-CRCT), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu [Nancy], French-Clinical Research Infrastructure Network - F-CRIN [Paris] (Cardiovascular & Renal Clinical Trialists - CRCT ), Università degli Studi di Brescia = University of Brescia (UniBs), Università degli Studi di Pavia = University of Pavia (UNIPV), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Université Sorbonne Paris Nord, UFR Médecine [Santé] - Université Paris Cité (UFR Médecine UPCité), Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Modeling & analysis for medical imaging and Diagnosis (MYRIAD), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Rennes (UR)-Hôpital Pontchaillou-Institut National de la Santé et de la Recherche Médicale (INSERM), Virologie (CNRS-UMR3569), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), and J. Guitart from the Department of Clinical Genetics, University Hospital Germans Trias i Pujol, Badalona, Spain, for providing samples. We also thank J. Dalmau from IrsiCaixa for assistance HGID Lab, NIAID-USUHS Immune Response to COVID Group, COVID Clinicians, COVID-STORM Clinicians, Imagine COVID Group, French COVID Cohort Study Group, The Milieu Intérieur Consortium, CoV-Contact Cohort, Amsterdam UMC Covid-19 Biobank, COVID Human Genetic CoV-Contact Cohort: Loubna Alavoine, Karine K. A. Amat, Sylvie Behillil, Julia Bielicki, Patricia Bruijning, Charles Burdet, Eric Caumes, Charlotte Charpentier, Bruno Coignard, Yolande Costa, Sandrine Couffin-Cadiergues, Florence Damond, Aline Dechanet, Christelle Delmas, Diane Descamps, Xavier Duval, Jean-Luc Ecobichon, Vincent Enouf, Hélène Espérou, Wahiba Frezouls, Nadhira Houhou, Emila Ilic-Habensus, Ouifiya Kafif, John Kikoine, Quentin Le Hingrat, David Lebeaux, Anne Leclercq, Jonathan Lehacaut, Sophie Letrou, Bruno Lina, Jean-Christophe Lucet, Denis Malvy, Pauline Manchon, Milica Mandic, Mohamed Meghadecha, Justina Motiejunaite, Mariama Nouroudine, Valentine Piquard, Andreea Postolache, Caroline Quintin, Jade Rexach, Layidé Roufai, Zaven Terzian, Michael Thy, Sarah Tubiana, Sylvie van der Werf, Valérie Vignali, Benoit Visseaux, Yazdan Yazdanpanah COVID Human Genetic Effort: Laurent Abel, Alessandro Aiuti, Saleh Al Muhsen, Fahd Al-Mulla, Mark S. Anderson, Andrés Augusto Arias, Hagit Baris Feldman, Dusan Bogunovic, Alexandre Bolze, Anastasiia Bondarenko, Ahmed A. Bousfiha, Petter Brodin, Yenan Bryceson, Carlos D. Bustamante, Manish Butte, Giorgio Casari, Samya Chakravorty, John Christodoulou, Elizabeth Cirulli, Antonio Condino-Neto, Megan A. Cooper, Clifton L. Dalgard, Joseph L. DeRisi, Murkesh Desai, Beth A. Drolet, Sara Espinosa, Jacques Fellay, Carlos Flores, Jose Luis Franco, Peter K. Gregersen, Filomeen Haerynck, David Hagin, Rabih Halwani​, Jim Heath, Sarah E. Henrickson, Elena Hsieh, Kohsuke Imai, Yuval Itan, Timokratis Karamitros, Kai Kisand, Cheng-Lung Ku, Yu-Lung Lau, Yun Ling, Carrie L. Lucas, Tom Maniatis, Davoud Mansouri, Laszlo Marodi, Isabelle Meyts, Joshua D. Milner, Kristina Mironska, Trine Mogensen, Tomohiro Morio, Lisa F. P. Ng, Luigi D. Notarangelo, Giuseppe Novelli, Antonio Novelli, Cliona O'Farrelly, Satoshi Okada, Tayfun Ozcelik, Rebeca Perez de Diego, Anna M. Planas, Carolina Prando, Aurora Pujol, Lluis Quintana-Murci, Laurent Renia, Alessandra Renieri, Carlos Rodríguez-Gallego, Vanessa Sancho-Shimizu, Vijay Sankaran, Kelly Schiabor Barrett, Mohammed Shahrooei, Andrew Snow, Pere Soler-Palacín, András N. Spaan, Stuart Tangye, Stuart Turvey, Furkan Uddin, Mohammed J. Uddin, Diederik van de Beek, Sara E. Vazquez, Donald C. Vinh, Horst von Bernuth, Nicole Washington, Pawel Zawadzki, Helen C. Su, Jean-Laurent Casanova Amsterdam UMC Covid-19 Biobank: Michiel van Agtmael, Anna Geke Algera, Frank van Baarle, Diane Bax, Martijn Beudel, Harm Jan Bogaard, Marije Bomers, Lieuwe Bos, Michela Botta, Justin de Brabander, Godelieve Bree, Matthijs C. Brouwer, Sanne de Bruin, Marianna Bugiani, Esther Bulle, Osoul Chouchane, Alex Cloherty, Paul Elbers, Lucas Fleuren, Suzanne Geerlings, Bart Geerts, Theo Geijtenbeek, Armand Girbes, Bram Goorhuis, Martin P. Grobusch, Florianne Hafkamp, Laura Hagens, Jorg Hamann, Vanessa Harris, Robert Hemke, Sabine M. Hermans, Leo Heunks, Markus W. Hollmann, Janneke Horn, Joppe W. Hovius, Menno D. de Jong, Rutger Koning, Niels van Mourik, Jeaninne Nellen, Frederique Paulus, Edgar Peters, Tom van der Poll, Benedikt Preckel, Jan M. Prins, Jorinde Raasveld, Tom Reijnders, Michiel Schinkel, Marcus J. Schultz, Alex Schuurman, Kim Sigaloff, Marry Smit, Cornelis S. Stijnis, Willemke Stilma, Charlotte Teunissen, Patrick Thoral, Anissa Tsonas, Marc van der Valk, Denise Veelo, Alexander P. J. Vlaar, Heder de Vries, Michèle van Vugt, W. Joost Wiersinga, Dorien Wouters, A. H. (Koos) Zwinderman, Diederik van de Beek HGID Lab: Andrés Augusto Arias, Bertrand Boisson, Soraya Boucherit, Jacinta Bustamante, Marwa Chbihi, Jie Chen, Maya Chrabieh, Tatiana Kochetkov, Tom Le Voyer, Dana Liu, Yelena Nemirovskaya, Masato Ogishi, Dominick Papandrea, Cécile Patissier, Franck Rapaport, Manon Roynard, Natasha Vladikine, Mark Woollett, Peng Zhang NIAID-USUHS Immune Response to COVID Group: Anuj Kashyap, Li Ding, Marita Bosticardo, Qinlu Wang, Sebastian Ochoa, Hui Liu, Samuel D. Chauvin, Michael Stack, Galina Koroleva, Neha Bansal, Clifton L. Dalgard, Andrew L. Snow COVID Clinicians: Jorge Abad, Sergio Aguilera-Albesa, Ozge Metin Akcan, Ilad Alavi Darazam, Juan C. Aldave, Miquel Alfonso Ramos, Seyed Alireza Nadji, Gulsum Alkan, Jerome Allardet-Servent, Luis M. Allende, Laia Alsina, Marie-Alexandra Alyanakian, Blanca Amador-Borrero, Zahir Amoura, Arnau Antolí, Sevket Arslan, Sophie Assant, Terese Auguet, Axelle Azot, Fanny Bajolle, Aurélie Baldolli, Maite Ballester, Hagit Baris Feldman, Benoit Barrou, Alexandra Beurton, Agurtzane Bilbao, Geraldine Blanchard-Rohner, Ignacio Blanco, Adeline Blandinières, Daniel Blazquez-Gamero, Marketa Bloomfield, Mireia Bolivar-Prados, Raphael Borie, Ahmed A. Bousfiha, Claire Bouvattier, Oksana Boyarchuk, Maria Rita P. Bueno, Jacinta Bustamante, Juan José Cáceres Agra, Semra Calimli, Ruggero Capra, Maria Carrabba, Carlos Casasnovas, Marion Caseris, Martin Castelle, Francesco Castelli, Martín Castillo de Vera, Mateus V. Castro, Emilie Catherinot, Martin Chalumeau, Bruno Charbit, Matthew P. Cheng, Père Clavé, Bonaventura Clotet, Anna Codina, Fatih Colkesen, Fatma Colkesen, Roger Colobran, Cloé Comarmond, Angelo G. Corsico, David Dalmau, David Ross Darley, Nicolas Dauby, Stéphane Dauger, Loic de Pontual, Amin Dehban, Geoffroy Delplancq, Alexandre Demoule, Antonio Di Sabatino, Jean-Luc Diehl, Stephanie Dobbelaere, Sophie Durand, Waleed Eldars, Mohamed Elgamal, Marwa H. Elnagdy, Melike Emiroglu, Emine Hafize Erdeniz, Selma Erol Aytekin, Romain Euvrard, Recep Evcen, Giovanna Fabio, Laurence Faivre, Antonin Falck, Muriel Fartoukh, Morgane Faure, Miguel Fernandez Arquero, Carlos Flores, Bruno Francois, Victoria Fumadó, Francesca Fusco, Blanca Garcia Solis, Pascale Gaussem, Juana Gil-Herrera, Laurent Gilardin, Monica Girona Alarcon, Mónica Girona-Alarcón, Jean-Christophe Goffard, Funda Gok, Rafaela González-Montelongo, Antoine Guerder, Yahya Gul, Sukru Nail Guner, Marta Gut, Jérôme Hadjadj, Filomeen Haerynck, Rabih Halwani, Lennart Hammarström, Nevin Hatipoglu, Elisa Hernandez-Brito, María Soledad Holanda-Peña, Juan Pablo Horcajada, Sami Hraiech, Linda Humbert, Alejandro D. Iglesias, Antonio Íñigo-Campos, Matthieu Jamme, María Jesús Arranz, Iolanda Jordan, Fikret Kanat, Hasan Kapakli, Iskender Kara, Adem Karbuz, Kadriye Kart Yasar, Sevgi Keles, Yasemin Kendir Demirkol, Adam Klocperk, Zbigniew J. Król, Paul Kuentz, Yat Wah M. Kwan, Jean-Christophe Lagier, Yu-Lung Lau, Fleur Le Bourgeois, Yee-Sin Leo, Rafael Leon Lopez, Daniel Leung, Michael Levin, Michael Levy, Romain Lévy, Zhi Li, Agnes Linglart, José M. Lorenzo-Salazar, Céline Louapre, Catherine Lubetzki, Charles-Edouard Luyt, David C. Lye, Davood Mansouri, Majid Marjani, Jesus Marquez Pereira, Andrea Martin, David Martínez Pueyo, Javier Martinez-Picado, Iciar Marzana, Alexis Mathian, Larissa R. B. Matos, Gail V. Matthews, Julien Mayaux, Jean-Louis Mège, Isabelle Melki, Jean-François Meritet, Ozge Metin, Isabelle Meyts, Mehdi Mezidi, Isabelle Migeotte, Maude Millereux, Tristan Mirault, Clotilde Mircher, Mehdi Mirsaeidi, Abián Montesdeoca Melián, Antonio Morales Martinez, Pierre Morange, Clémence Mordacq, Guillaume Morelle, Stéphane Mouly, Adrián Muñoz-Barrera, Cyril Nafati, João Farela Neves, Lisa F. P. Ng Yeray Novoa Medina, Esmeralda Nuñez Cuadros, J. Gonzalo Ocejo-Vinyals, Zerrin Orbak, Mehdi Oualha, Tayfun Özçelik, Qiang Pan Hammarström, Christophe Parizot, Tiffany Pascreau, Estela Paz-Artal, Rebeca Pérez de Diego, Aurélien Philippe, Quentin Philippot, Laura Planas-Serra, Dominique Ploin, Julien Poissy, Géraldine Poncelet, Marie Pouletty, Paul Quentric, Didier Raoult, Anne-Sophie Rebillat, Ismail Reisli, Pilar Ricart, Jean-Christophe Richard, Nadia Rivet, Jacques G. Rivière, Gemma Rocamora Blanch, Carlos Rodrigo, Carlos Rodriguez-Gallego, Agustí Rodríguez-Palmero, Carolina Soledad Romero, Anya Rothenbuhler, Flore Rozenberg, Maria Yolanda Ruiz del Prado, Joan Sabater Riera, Oliver Sanchez, Silvia Sánchez-Ramón, Agatha Schluter, Matthieu Schmidt, Cyril E. Schweitzer, Francesco Scolari, Anna Sediva, Luis M. Seijo, Damien Sene, Sevtap Senoglu, Mikko R. J. Seppänen, Alex Serra Ilovich, Mohammad Shahrooei, David Smadja, Ali Sobh, Xavier Solanich Moreno, Jordi Solé-Violán, Catherine Soler, Pere Soler-Palacín, Yuri Stepanovskiy, Annabelle Stoclin, Fabio Taccone, Yacine Tandjaoui-Lambiotte, Jean-Luc Taupin, Simon J. Tavernier, Benjamin Terrier, Caroline Thumerelle, Gabriele Tomasoni, Julie Toubiana, Josep Trenado Alvarez, Sophie Trouillet-Assant, Jesús Troya, Alessandra Tucci, Matilde Valeria Ursini‬, Yurdagul Uzunhan, Pierre Vabres, Juan Valencia-Ramos, Ana Maria Van Den Rym, Isabelle Vandernoot, Hulya Vatansev, Valentina Vélez-Santamaria, Sébastien Viel, Cédric Vilain, Marie E. Vilaire, Audrey Vincent, Guillaume Voiriot, Fanny Vuotto, Alper Yosunkaya, Barnaby E. Young, Fatih Yucel, Faiez Zannad, Mayana Zatz, Alexandre Belot COVID-STORM Clinicians: Giuseppe Foti, Giacomo Bellani, Giuseppe Citerio, Ernesto Contro, Alberto Pesci, Maria Grazia Valsecchi, Marina Cazzaniga Imagine COVID Group: Christine Bole-Feysot, Stanislas Lyonnet, Cécile Masson, Patrick Nitschke, Aurore Pouliet, Yoann Schmitt, Frederic Tores, Mohammed Zarhrate French COVID Cohort Study Group: Laurent Abel, Claire Andrejak, François Angoulvant, Delphine Bachelet, Romain Basmaci, Sylvie Behillil, Marine Beluze, Dehbia Benkerrou, Krishna Bhavsar, François Bompart, Lila Bouadma, Maude Bouscambert, Mireille Caralp, Minerva Cervantes-Gonzalez, Anissa Chair, Alexandra Coelho, Camille Couffignal, Sandrine Couffin-Cadiergues, Eric D’ortenzio, Charlene Da Silveira, Marie-Pierre Debray, Dominique Deplanque, Diane Descamps, Mathilde Desvallées, Alpha Diallo, Alphonsine Diouf, Céline Dorival, François Dubos, Xavier Duval, Philippine Eloy, Vincent V. E. Enouf, Hélène Esperou, Marina Esposito-Farese, Manuel Etienne, Nadia Ettalhaoui, Nathalie Gault, Alexandre Gaymard, Jade Ghosn, Tristan Gigante, Isabelle Gorenne, Jérémie Guedj, Alexandre Hoctin, Isabelle Hoffmann, Salma Jaafoura, Ouifiya Kafif, Florentia Kaguelidou, Sabina Kali, Antoine Khalil, Coralie Khan, Cédric Laouénan, Samira Laribi, Minh Le, Quentin Le Hingrat, Soizic Le Mestre, Hervé Le Nagard, François-Xavier Lescure, Yves Lévy, Claire Levy-Marchal, Bruno Lina, Guillaume Lingas, Jean Christophe Lucet, Denis Malvy, Marina Mambert, France Mentré, Noémie Mercier, Amina Meziane, Hugo Mouquet, Jimmy Mullaert, Nadège Neant, Marion Noret, Justine Pages, Aurélie Papadopoulos, Christelle Paul, Nathan Peiffer-Smadj, Ventzislava Petrov-Sanchez, Gilles Peytavin, Olivier Picone, Oriane Puéchal, Manuel Rosa-Calatrava, Bénédicte Rossignol, Patrick Rossignol, Carine Roy, Marion Schneider, Caroline Semaille, Nassima Si Mohammed, Lysa Tagherset, Coralie Tardivon, Marie-Capucine Tellier, François Téoulé, Olivier Terrier, Jean-François Timsit, Théo Treoux, Christelle Tual, Sarah Tubiana, Sylvie van der Werf, Noémie Vanel, Aurélie Veislinger, Benoit Visseaux, Aurélie Wiedemann, Yazdan Yazdanpanan The Milieu Intérieur Consortium: Laurent Abel, Andres Alcover, Hugues Aschard, Kalla Astrom, Philippe Bousso, Pierre Bruhns, Ana Cumano, Caroline Demangel, Ludovic Deriano, James Di Santo, Françoise Dromer, Gérard Eberl, Jost Enninga, Jacques Fellay, Ivo Gomperts-Boneca, Milena Hasan, Serge Hercberg, Olivier Lantz, Hugo Mouquet, Etienne Patin, Sandra Pellegrini, Stanislas Pol, Antonio Rausell, Lars Rogge, Anavaj Sakuntabhai, Olivier Schwartz, Benno Schwikowski, Spencer Shorte, Frédéric Tangy, Antoine Toubert, Mathilde Touvier, Marie-Noëlle Ungeheuer, Matthew L. Albert, Darragh Duffy, Lluis Quintana-Murci, Bastard, Paul [0000-0002-5926-8437], Rosen, Lindsey B. [0000-0001-5894-3878], Zhang, Qian [0000-0002-9040-3289], Michailidis, Eleftherios [0000-0002-9907-4346], Dorgham, Karim [0000-0001-9539-3203], Béziat, Vivien [0000-0002-4020-824X], Manry, Jérémy [0000-0001-5998-2051], Shaw, Elana [0000-0001-9265-8026], Haljasmägi, Liis [0000-0001-7162-9808], Peterson, Pärt [0000-0001-6755-791X], Lorenzo, Lazaro [0000-0001-6648-8684], Bizien, Lucy [0000-0001-9163-9122], Trouillet-Assant, Sophie [0000-0001-6439-4705], Dobbs, Kerry [0000-0002-3432-3137], Belot, Alexandre [0000-0003-4902-5332], Kallaste, Anne [0000-0002-7492-667X], Tandjaoui-Lambiotte, Yacine [0000-0003-1123-4788], Le Pen, Jeremie [0000-0001-7025-9526], Kerner, Gaspard [0000-0003-0146-9428], Bigio, Benedetta [0000-0001-7291-5638], Yang, Rui [0000-0003-4427-2158], Bolze, Alexandre [0000-0001-7399-2766], Spaan, András N. [0000-0001-5981-7259], Aiuti, Alessandro [0000-0002-5398-1717], Lampasona, Vito [0000-0001-5162-8445], Piemonti, Lorenzo [0000-0002-2172-2198], Bilguvar, Kaya [0000-0002-7313-7652], Migaud, Mélanie [0000-0003-3062-1214], Hadjadj, Jérome [0000-0002-2520-3272], Terrier, Benjamin [0000-0001-6612-7336], Duffy, Darragh [0000-0002-8875-2308], Quintana-Murci, Lluis [0000-0003-2429-6320], Beek, Diederik van der [0000-0002-4571-044X], Roussel, Lucie [0000-0001-5355-702X], Vinh, Donald C. [0000-0003-1347-7767], Tangye, Stuart G. [0000-0002-5360-5180], Dalmau, David [0000-0003-1936-478X], Martínez-Picado, Javier [0000-0002-4916-2129], Brodin, Peter [0000-0002-8103-0046], Nussenzweig, Michel C. [0000-0003-0592-8564], Boisson-Dupuis, Stéphanie [0000-0002-7115-116X], Rodríguez-Gallego, Carlos [0000-0002-4344-8644], Mogensen, Trine [0000-0002-1853-9704], Oler, Andrew J. [0000-0002-6310-0434], Burbelo, Peter D. [0000-0003-1717-048X], Cohen, Jeffrey [0000-0003-0238-7176], Bettini, Laura Rachele [0000-0002-0280-1704], Bonfanti, Paolo [0000-0001-7289-8823], Rieux-Laucat, Frédéric [0000-0001-7858-7866], Husebye, Eystein S. [0000-0002-7886-2976], Castagnoli, Riccardo [0000-0003-0029-9383], Licari, Amelia [0000-0002-1773-6482], Vougny, Marie-Christine, Integrative Biology of Emerging Infectious Diseases - - IBEID2010 - ANR-10-LABX-0062 - LABX - VALID, Instituts Hospitalo-Universitaires - Institut Hospitalo-Universitaire Imagine - - Imagine2010 - ANR-10-IAHU-0001 - IAHU - VALID, Laboratoires d'excellence - GENETIC & ENVIRONMENTAL CONTROL OF IMMUNE PHENOTYPE VARIANCE: ESTABLISHING A PATH TOWARDS PERSONALIZED MEDICINE - - MILIEU INTERIEUR2010 - ANR-10-LABX-0069 - LABX - VALID, ISITE - Isite LUE - - LUE2015 - ANR-15-IDEX-0004 - IDEX - VALID, Combattre l'insuffisance cardiaque - - FIGHT-HF2015 - ANR-15-RHUS-0004 - RHUS - VALID, Etude de la régulation de la réponse interferon de type I dans le control de l'infection par SARS-Cov2 et sa pathogènese - - IFN-COVID192020 - ANR-20-COVI-0064 - COVID-19 - VALID, Analyse Omics de la réponse immune aigue au cours de l'infection à Covid19: rationnel moléculaire pour un traitement ciblé - - AIROCovid192020 - ANR-20-COVI-0022 - COVID-19 - VALID, Identification des défauts monogéniques de l'immunité responsables des formes sévères de COVID-19 chez les patients précédemment en bonne santé - - GENCOVID2020 - ANR-20-COVI-0003 - COVID-19 - VALID, Service de Département de médecine interne et immunologie clinique [CHU Pitié-Salpêtrière] (DMIIC), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-CHU Pitié-Salpêtrière [AP-HP], Université Paris Cité - UFR Médecine [Santé] (UPCité UFR Médecine), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Institut National de la Santé et de la Recherche Médicale (INSERM)-École normale supérieure - Lyon (ENS Lyon)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Centre National de la Recherche Scientifique (CNRS), Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Howard Hughes Medical Institute (HHMI)-Rockefeller University [New York]-Columbia University Irving Medical Center (CUIMC)-New York University School of Medicine, NYU System (NYU)-NYU System (NYU), Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Sorbonne Université-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Service d'anesthésiologie et soins intensifs [CHU Pitié-Salpêtrière], Sorbonne Université-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université, Paris Diderot - Paris 7 - UFR Lettres, Arts, Langues, Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP)-Université Sorbonne Paris Nord, Service d'immunologie [CHU Pitié-Salpétrière], Funding: The Laboratory of Human Genetics of Infectious Diseases is supported by the Howard Hughes Medical Institute, the Rockefeller University, the St. Giles Foundation, the National Institutes of Health (NIH) (R01AI088364), the National Center for Advancing Translational Sciences (NCATS), NIH Clinical and Translational Science Award (CTSA) program (UL1 TR001866), a Fast Grant from Emergent Ventures, Mercatus Center at George Mason University, the Yale Center for Mendelian Genomics and the GSP Coordinating Center funded by the National Human Genome Research Institute (NHGRI) (UM1HG006504 and U24HG008956), the French National Research Agency (ANR) under the 'Investments for the Future' program (ANR-10-IAHU-01), the Integrative Biology of Emerging Infectious Diseases Laboratory of Excellence (ANR-10-LABX-62-IBEID), the French Foundation for Medical Research (FRM) (EQU201903007798), the FRM and ANR GENCOVID project, ANRS-COV05, the Square Foundation, Grandir - Fonds de solidarité pour l’enfance, the SCOR Corporate Foundation for Science, Institut Institut National de la Santé et de la Recherche Médicale (INSERM) and the University of Paris. Samples from San Raffaele Hospital were obtained within the Covid-BioB project and healthcare personnel of San Raffaele Hospital, San Raffaele Telethon Institute for Gene Therapy (SR-TIGET) clinical lab and clinical research Unit, funded by the Program Project COVID-19 OSR-UniSR and Fondazione Telethon. The French COVID Cohort study group was sponsored by Inserm and supported by the REACTing consortium and by a grant from the French Ministry of Health (PHRC 20-0424). The Cov-Contact Cohort was supported by the REACTing consortium, the French Ministry of Health, and the European Commission (RECOVER WP 6). The 'Milieu Intérieur' cohort was supported by was supported by the French Government’s Investissement d’Avenir Program, Laboratoire d’Excellence 'Milieu Intérieur' Grant (ANR-10-LABX-69-01) (PI: L Quintana-Murci & D Duffy). The Simoa experiment was supported by the PHRC-20-0375 COVID-19 grant 'DIGITAL COVID' (PI: G Gorochov). SGT is supported by a Leadership 3 Investigator Grant awarded by the National Health and Medical Research Council of Australia, and a COVID19 Rapid Response Grant awarded by UNSW Sydney. CRG and colleagues were supported by Instituto de Salud Carlos III (COV20_01333 and COV20_01334, Spanish Ministry of Science and Innovation -RTC-2017-6471-1, AEI/FEDER, UE), and Cabildo Insular de Tenerife (CGIEU0000219140 and 'Apuestas científicas del ITER para colaborar en la lucha contra la COVID-19'). SA and AB were supported by ANR-20-COVI-0064 (PI: A Belot). This work is supported by the French Ministry of Health 'Programme Hospitalier de Recherche Clinique Inter regional 2013', by the Contrat de Plan Etat-Lorraine and FEDER Lorraine, and a public grant overseen by the French National Research Agency (ANR) as part of the second 'Investissements d’Avenir' program FIGHT-HF (reference: ANR-15-RHU-0004) and by the French PIA project 'Lorraine Université d’Excellence', reference ANR-15-IDEX-04-LUE (45) and biobanking is performed by the Biological Resource Center Lorrain BB-0033-00035. This study was supported by the Fonds IMMUNOV, for Innovation in Immunopathology and by a grant from the Agence National de la Recherche (ANR-flash Covid19 'AIROCovid' to FRL), and by the FAST Foundation (French Friends of Sheba Tel Hashomer Hospital). Work in the Laboratory of Virology and Infectious Disease was supported by NIH grants P01AI138398-S1, 2U19AI111825, and R01AI091707-10S1, a George Mason University Fast Grant, and the G. Harold and Leila Y. Mathers Charitable Foundation. The Amsterdam UMC Covid-19 Biobank was supported by grants of the Amsterdam Corona Research Fund, Dr. C.J. Vaillant Fund, and Netherlands Organization for Health Research and Development (ZonMw, NWO-Vici-Grant [grant number 918·19·627 to DvdB]. This work was also supported by the Division of Intramural Research of the National Institute of Dental Craniofacial Research and National Institute of Allergy and Infectious Diseases, National Institutes of Health, and by Regione Lombardia, Italy (project 'Risposta immune in pazienti con COVID-19 e comorbidita'). The opinions and assertions expressed herein are those of the author(s) and do not necessarily reflect the official policy or position of the Uniformed Services University or the Department of Defense. JH holds an Institut Imagine MD-PhD fellowship from the Fondation Bettencourt Schueller. JR is supported by the Inserm PhD program ('poste d’accueil Inserm'). PB was supported by the French Foundation for Medical Research (FRM, EA20170638020) and the MD-PhD program of the Imagine Institute (with the support of the Fondation Bettencourt-Schueller). We thank the Association 'Turner et vous' for their help and support. Sample processing at IrsiCaixa was possible thanks to the crowdfunding initiative YoMeCorono. DCV is supported by the Fonds de la recherche en santé du Québec clinician-scientist scholar program. K. Kisand was supported by the Estonian Research Council grant PUT1367. We thank the GEN-COVID Multicenter Study (https://sites.google.com/dbm.unisi.it/gen-covid). We thank the NIAID Office of Cyber Infrastructure and Computational Biology, Bioinformatics and Computational Biosciences Branch (Contract HHSN316201300006W/HHSN27200002 to MSC, Inc) and Operations Engineering Branch for developing the HGRepo system to enable streamlined access to the data and the NCI Advanced Biomedical Computational Science (ABCS) for data transformation support., The Milieu Intérieur Consortium : Laurent Abel 1, Andres Alcover 2, Hugues Aschard 2, Kalla Astrom 3, Philippe Bousso 2, Pierre Bruhns 2, Ana Cumano 2, Caroline Demangel 2, Ludovic Deriano 2, James Di Santo 2, Françoise Dromer 2, Gérard Eberl 2, Jost Enninga 2, Jacques Fellay 4, Ivo Gomperts-Boneca 2, Milena Hasan 2, Serge Hercberg 5, Olivier Lantz 6, Hugo Mouquet 2, Etienne Patin 2, Sandra Pellegrini 2, Stanislas Pol 7, Antonio Rausell 8, Lars Rogge 2, Anavaj Sakuntabhai 2, Olivier Schwartz 2, Benno Schwikowski 2, Spencer Shorte 2, Frédéric Tangy 2, Antoine Toubert 9, Mathilde Touvier 10, Marie-Noëlle Ungeheuer 2, Matthew L. Albert 11*, Darragh Duffy 2*, Lluis Quintana-Murci 2* - 1INSERM U1163, University of Paris, Imagine Institute, Paris, France. 2Pasteur Institute, Paris, France. 3Lund University, Lund, Sweden. 4EPFL, Lausanne, Switzerland. 5Université Paris 13, Paris, France. 6Curie Institute, Paris, France. 7Cochin Hospital, Paris, France. 8INSERM UMR 1163 – Institut Imagine, Paris, France. 9Hôpital Saint-Louis, Paris, France. 10Sorbonne Paris Nord University, Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN), Bobigny, France. 11In Sitro, San Francisco, CA, USA. *Co-coordinators of The Milieu Intérieur Consortium. Additional information can be found at: www.milieuinterieur.fr/en., Amsterdam UMC Covid-19 Biobank Michiel van Agtmael1, Anna Geke Algera2, Frank van Baarle2, Diane Bax3, Martijn Beudel4, Harm Jan Bogaard5, Marije Bomers1, Lieuwe Bos2, Michela Botta2, Justin de Brabander6, Godelieve Bree6, Matthijs C. Brouwer4, Sanne de Bruin2, Marianna Bugiani7, Esther Bulle2, Osoul Chouchane1, Alex Cloherty3, Paul Elbers2, Lucas Fleuren2, Suzanne Geerlings1, Bart Geerts8, Theo Geijtenbeek9, Armand Girbes2, Bram Goorhuis1, Martin P. Grobusch1, Florianne Hafkamp9, Laura Hagens2, Jorg Hamann10, Vanessa Harris1, Robert Hemke11, Sabine M. Hermans1, Leo Heunks2, Markus W. Hollmann8, Janneke Horn2, Joppe W. Hovius1, Menno D. de Jong12, Rutger Koning4, Niels van Mourik2, Jeaninne Nellen1, Frederique Paulus2, Edgar Peters1, Tom van der Poll1, Benedikt Preckel8, Jan M. Prins1, Jorinde Raasveld2, Tom Reijnders1, Michiel Schinkel1, Marcus J. Schultz2, Alex Schuurman13, Kim Sigaloff1, Marry Smit2, Cornelis S. Stijnis1, Willemke Stilma2, Charlotte Teunissen14, Patrick Thoral2, Anissa Tsonas2, Marc van der Valk1, Denise Veelo8, Alexander P. J. Vlaar15, Heder de Vries2, Michèle van Vugt1, W. Joost Wiersinga1, Dorien Wouters16, A. H. (Koos) Zwinderman17, Diederik van de Beek18* 1Department of Infectious Diseases, Amsterdam UMC, Amsterdam, Netherlands. 2Department of Intensive Care, Amsterdam UMC, Amsterdam, Netherlands. 3Experimental Immunology, Amsterdam UMC, Amsterdam, Netherlands. 4Department of Neurology, Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, Netherlands. 5Department of Pulmonology, Amsterdam UMC, Amsterdam, Netherlands. 6Department of Infectious Diseases, Amsterdam UMC, Amsterdam, Netherlands. 7Department of Pathology, Amsterdam UMC, Amsterdam, Netherlands. 8Department of Anesthesiology, Amsterdam UMC, Amsterdam, Netherlands. 9Department of Experimental Immunology, Amsterdam UMC, Amsterdam, Netherlands. 10Amsterdam UMC, Netherlands Biobank Core Facility, Amsterdam UMC, Amsterdam, Netherlands. 11Department of Radiology, Amsterdam UMC, Amsterdam, Netherlands. 12Department of Medical Microbiology, Amsterdam UMC, Amsterdam, Netherlands. 13Department of Internal Medicine, Amsterdam UMC, Amsterdam, Netherlands. 14Neurochemical Laboratory, Amsterdam UMC, Amsterdam, Netherlands. 15Deparment of Intensive Care, Amsterdam UMC, Amsterdam, Netherlands. 16Department of Clinical Chemistry, Amsterdam UMC, Amsterdam, Netherlands. 17Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, Amsterdam, Netherlands. 18Department of Neurology, Amsterdam UMC, Amsterdam, Netherlands. *Leader of the AMC consortium., COVID Human Genetic Effort Laurent Abel1, Alessandro Aiuti2, Saleh Al Muhsen3, Fahd Al-Mulla4, Mark S. Anderson5, Andrés Augusto Arias6, Hagit Baris Feldman7, Dusan Bogunovic8, Alexandre Bolze9, Anastasiia Bondarenko10, Ahmed A. Bousfiha11, Petter Brodin12, Yenan Bryceson12, Carlos D. Bustamante13, Manish Butte14, Giorgio Casari15, Samya Chakravorty16, John Christodoulou17, Elizabeth Cirulli9, Antonio Condino-Neto18, Megan A. Cooper19, Clifton L. Dalgard20, Joseph L. DeRisi21, Murkesh Desai22, Beth A. Drolet23, Sara Espinosa24, Jacques Fellay25, Carlos Flores26, Jose Luis Franco27, Peter K. Gregersen28, Filomeen Haerynck29, David Hagin30, Rabih Halwani​31, Jim Heath32, Sarah E. Henrickson33, Elena Hsieh34, Kohsuke Imai35, Yuval Itan8, Timokratis Karamitros36, Kai Kisand37, Cheng-Lung Ku38, Yu-Lung Lau39, Yun Ling40, Carrie L. Lucas41, Tom Maniatis42, Davoud Mansouri43, Laszlo Marodi44, Isabelle Meyts45, Joshua D. Milner46, Kristina Mironska47, Trine Mogensen48, Tomohiro Morio49, Lisa F. P. Ng50, Luigi D. Notarangelo51, Giuseppe Novelli52, Antonio Novelli53, Cliona O'Farrelly54, Satoshi Okada55, Tayfun Ozcelik56, Rebeca Perez de Diego57, Anna M. Planas58, Carolina Prando59, Aurora Pujol60, Lluis Quintana-Murci61, Laurent Renia62, Alessandra Renieri63, Carlos Rodríguez-Gallego64, Vanessa Sancho-Shimizu65, Vijay Sankaran66, Kelly Schiabor Barrett9, Mohammed Shahrooei67, Andrew Snow68, Pere Soler-Palacín69, András N. Spaan70, Stuart Tangye71, Stuart Turvey72, Furkan Uddin73, Mohammed J. Uddin74, Diederik van de Beek75, Sara E. Vazquez76, Donald C. Vinh77, Horst von Bernuth78, Nicole Washington9, Pawel Zawadzki79, Helen C. Su51*, Jean-Laurent Casanova80* 1INSERM U1163, University of Paris, Imagine Institute, Paris, France. 2San Raffaele Telethon Institute for Gene Therapy, IRCCS Ospedale San Raffaele, Milan, Italy. 3King Saud University, Riyadh, Saudi Arabia. 4Dasman Diabetes Institute, Department of Genetics and Bioinformatics, Dasman, Kuwait. 5University of California, San Francisco, San Francisco, CA, USA. 6Universidad de Antioquia, Group of Primary Immunodeficiencies, Antioquia, Colombia. 7The Genetics Institute, Tel Aviv Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel. 8Icahn School of Medicine at Mount Sinai, New York, NY, USA. 9Helix, San Mateo, CA, USA. 10Shupyk National Medical Academy for Postgraduate Education, Kiev, Ukraine. 11Clinical Immunology Unit, Pediatric Infectious Disease Department, Faculty of Medicine and Pharmacy, Averroes University Hospital, LICIA Laboratoire d'immunologie clinique, d'inflammation et d'allergie, Hassann Ii University, Casablanca, Morocco. 12Karolinska Institute, Stockholm, Sweden. 13Stanford University, Stanford, CA, USA. 14University of California, Los Angeles, CA, USA. 15Medical Genetics, IRCCS Ospedale San Raffaele, Milan, Italy. 16Department of Pediatrics and Children’s Healthcare of Atlanta, Emory University, Atlanta, GA, USA. 17Murdoch Children's Research Institute, Victoria, Australia. 18University of São Paulo, São Paulo, Brazil. 19Washington University School of Medicine, St. Louis, MO, USA. 20The American Genome Center, Uniformed Services University of the Health Sciences, Bethesda, MD, USA. 21University of California San Francisco, Chan Zuckerberg Biohub, San Francisco, CA, USA. 22Bai Jerbai Wadia Hospital for Children, Mumbai, India. 23 School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA. 24Instituto Nacional de Pediatria (National Institute of Pediatrics), Mexico City, Mexico. 25Swiss Federal Institute of Technology Lausanne, Lausanne, Switzerland. 26Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Canarian Health System, Santa Cruz de Tenerife, Spain. 27University of Antioquia, Medellín, Colombia. 28Feinstein Institute for Medical Research, Northwell Health USA, Manhasset, NY, USA. 29Department of Paediatric Immunology and Pulmonology, Centre for Primary Immunodeficiency Ghent (CPIG), PID Research Laboratory, Jeffrey Modell Diagnosis and Research Centre, Ghent University Hospital, Edegem, Belgium. 30The Genetics Institute Tel Aviv Sourasky Medical Center, Tel Aviv, Israel. 31Sharjah Institute of Medical Research, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates. 32Institute for Systems Biology, Seattle, WA, USA. 33Children's Hospital of Philadelphia, Philadelphia, PA, USA. 34Anschutz Medical Campus, Aurora, CO, USA. 35Riken, Tokyo, Japan. 36Hellenic Pasteur Institute, Athens, Greece. 37University of Tartu, Tartu, Estonia. 38Chang Gung University, Taoyuan County, Taiwan. 39The University of Hong Kong, Hong Kong, China. 40Shanghai Public Health Clinical Center, Fudan University, Shanghai, China. 41Yale School of Medicine, New Haven, CT, USA. 42New York Genome Center, New York, NY, USA. 43Shahid Beheshti University of Medical Sciences, Tehran, Iran. 44Semmelweis University Budapest, Budapest, Hungary. 45KU Leuven, Department of Immunology, Microbiology and Transplantation, Leuven, Belgium. 46Columbia University Medical Center, New York, NY, USA. 47University Clinic for Children's Diseases, Skopje, North Macedonia. 48Aarhus University, Aarhus, Denmark. 49Tokyo Medical & Dental University Hospital, Tokyo, Japan. 50Singapore Immunology Network, Singapore. 51National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA. 52Department of Biomedicine and Prevention, University of Rome 'Tor Vergata,' Rome, Italy. 53Bambino Gesù Children's Hospital, Rome, Italy. 54Trinity College, Dublin, Ireland. 55Hiroshima University, Hiroshima, Japan. 56Bilkent University, Ankara, Turkey. 57Laboratory of Immunogenetics of Human Diseases, Innate Immunity Group, IdiPAZ Institute for Health Research, La Paz Hospital, Madrid, Spain. 58IIBB-CSIC, IDIBAPS, Barcelona, Spain. 59Faculdades Pequeno Príncipe e Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, Brazil. 60Neurometabolic Diseases Laboratory, IDIBELL - Hospital Duran I Reynals, Catalan Institution for Research and Advanced Studies (ICREA), CIBERER U759, ISCiii Madrid Spain, Barcelona, Spain. 61Institut Pasteur (CNRS UMR2000) and Collège de France, Paris, France. 62Infectious Diseases Horizontal Technology Center and Singapore Immunology Network, Agency for Science Technology (A*STAR), Singapore. 63Medical Genetics, University of Siena, Italy, Genetica Medica, Azienda Ospedaliero-Universitaria Senese, GEN-COVID Multicenter Study, Italy. 64Hospital Universitario de Gran Canaria Dr Negrín, Canarian Health System, Canary Islands, Spain. 65Imperial College London, London, UK. 66Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. 67Saeed Pathobiology and Genetic Laboratory, Tehran, Iran. 68Uniformed Services University of the Health Sciences (USUHS), Bethesda, MD, USA. 69Hospital Universitari Vall d'Hebron, Barcelona, Spain. 70University Medical Center Utrecht, Amsterdam, Netherlands. 71Garvan Institute of Medical Research, Sydney, Australia. 72The University of British Columbia, Vancouver, Canada. 73Holy Family Red Crescent Medical College, Centre for Precision Therapeutics, NeuroGen Children's Healthcare, Genetics and Genomic Medicine Centre, NeuroGen Children's Healthcare, Dhaka, Bangladesh. 74Mohammed Bin Rashid University of Medicine and Health Sciences, College of Medicine, Dubai, United Arab Emirates, The Centre for Applied Genomics, Department of Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada. 75Amsterdam UMC, University of Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam, Netherlands. 76University of California, San Francisco, San Francisco, CA, USA. 77McGill University Health Centre, Montreal, Canada. 78Charité - Berlin University Hospital Center, Berlin, Germany. 79Molecular Biophysics Division, Faculty of Physics, A. Mickiewicz University, Uniwersytetu Poznanskiego 2, Poznań, Poland. 80The Rockefeller University, Howard Hughes Medical Institute, Necker Hospital, New York, NY, USA. *Leaders of the COVID Human Genetic Effort., ANR-10-LABX-0062,IBEID,Biologie Intégrative des Maladies Infectieuses Emergentes(2011), ANR-10-LABX-0020,NUMEV,Digital and Hardware Solutions and Modeling for the Environement and Life Sciences(2010), European Project: 101003589, H2020-SC1-PHE-CORONAVIRUS-2020,RECOVER(2020), Pulmonary medicine, Medical Microbiology and Infection Prevention, Internal medicine, Intensive care medicine, APH - Quality of Care, and Özçelik, Tayfun