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Zaaqoq, Akram M, Griffee, Matthew J, Kelly, Thu-Lan, Fanning, Jonathon P, Heinsar, Silver, Suen, Jacky Y, Mariani, Silvia, Li Bassi, Gianluigi, Jacobs, Jeffrey P, White, Nicole, Fraser, John F, Lorusso, Roberto, Peek, Giles J, Cho, Sung-Min DO, COVID-19 Critical Care Consortium (COVID Critical), Loforte, Antonino, Al-Dabbous, Tala, Alfoudri, Huda, Shamsah, Mohammed, Elapavaluru, Subbarao, Berg, Ashley, Horn, Christina, Mayasi, Yunis, Schroll, Stephan, Meyer, Dan, Velazco, Jorge, Ploskanych, Ludmyla, Fikes, Wanda, Bagewadi, Rohini, Dao, Marvin, White, Haley, Berrios Laviena, Alondra, Ehlers, Ashley, Shalabi-McGuire, Maysoon, Witt, Trent, Grazioli, Lorenzo, Lorini, Luca, Wilson Grandin, E., Nunez, Jose, Reyes, Tiago, O’Briain, Diarmuid, Hunter, Stephanie, Ramanan, Mahesh, Affleck, Julia, Hurkadli Veerendra, Hemanth, Rai, Sumeet, Russell-Brown, Josie, Nourse, Mary, Joseph, Mark, Mitchell, Brook, Tenzer, Martha, Abe, Ryuzo, Jin Cho, Hwa, Seok Jeong, In, Rahman, Nadeem, Kakar, Vivek, Brozzi, Nicolas, Mehkri, Omar, Krishnan, Sudhir, Duggal, Abhijit, Houltham, Stuart, Graf, Jerónimo, Diaz, Roderigo, Orrego, Roderigo, Delgado, Camila, González, Joyce, Soledad Sanchez, Maria, Piagnerelli, Michael, Rahayu Dewayanti, Josefa, Zabert, Gustavo, Espinosa, Lucio, Delgado, Paulo, Delgado, Victoria, Rincón, Diego Fernando Bautista, Yanten, Angela Maria Marulanda, Bustamante Duque, Melissa, Brodie, Daniel, Elhazmi, Alyaa, Al-Hudaib, Abdullah, Callahan, Maria, Azhari Taufik, M., Yasmin Wardoyo, Elizabeth, Gunawan, Margaretha, Trisnaningrum, Nurindah S, Irawany, Vera, Rayhan, Muhammad, Panigada, Mauro, Pesenti, Antonia, Zanella, Alberto, Leone, Michela, Grasselli, Giacomo, Coppola, Silvia, Colombo, Sebastiano, Antonelli, Massimo, Carelli, Simone, Grieco, Domenico L., Asaki, Motohiro, Hoshino, Kota, Salazar, Leonardo, Duarte, Laura, Laffey, John, Mcnicholas, Bairbre, Cosgrave, David, Mccaffrey, Joseph, Bone, Allison, Hakeem, Yusuff, Winearls, James, Tallott, Mandy, Thomson, David, 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Reyes, Luis Felipe, Murthy, Srinivas, Garcia-Gallo, Esteban, Merson, Laura, Ibáñez-Prada, Elsa, Rello, Jordi, Fuentes, Yuli, Martin-Loeches, Ignacio, Bozza, Fernando, Duque, Sara, Taccone, Fabio, Fowler, Robert, Kartsonaki, Christiana, Gonçalves, Bronner, Citarella, Barbara Wanjiru, Aryal, Diptesh, Burhan, Erlina, Cummings, Matthew, Delmas, Christelle, Diaz, Rodrigo, Figueiredo-Mello, Claudia, Hashmi, Madiha, Panda, Prasan Kumar, Jiménez, Miguel Pedrera, Rincon, Diego Fernando Bautista, Thomson, David, Nichol, Alistair, Marshall, John, Olliaro, Piero, Abbas, Ali, Abdukahil, Sheryl Ann, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Acharya, Subhash, Acker, Andrew, Adrião, Diana, Al Ageel, Saleh, Ahmed, Shakeel, Ainscough, Kate, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako, Akmal, Ernita, Al Qasim, Eman, Alalqam, Razi, Al-Dabbous, Tala, Alegesan, Senthilkumar, Alegre, Cynthia, Alessi, Marta, Alex, Beatrice, Alexandre, Kévin, Al-Fares, Abdulrahman, Alfoudri, Huda, Ali, Imran, Shah, Naseem Ali, Alidjnou, Kazali Enagnon, Aliudin, Jeffrey, Alkhafajee, Qabas, Allavena, Clotilde, Allou, Nathalie, Altaf, Aneela, Alves, João, Alves, João Melo, Alves, Rita, Cabrita, Joana Alves, Amaral, Maria, Ampaw, Phoebe, Andini, Roberto, Andréjak, Claire, Angheben, Andrea, Angoulvant, François, Ansart, Séverine, Antonelli, Massimo, de Brito, Carlos Alexandre Antunes, Apriyana, Ardiyan, Arabi, Yaseen, Aragao, Irene, Araujo, Carolline, Arcadipane, Antonio, Archambault, Patrick, Arenz, Lukas, Arlet, Jean-Benoît, Arnold-Day, Christel, Arora, Lovkesh, Arora, Rakesh, Artaud-Macari, Elise, Asensio, Angel, Asif, Namra, Asim, Mohammad, Assie, Jean Baptiste, Atique, Anika, Attanyake, A., Auchabie, Johann, Aumaitre, Hugues, Auvet, Adrien, Azemar, Laurène, Azoulay, Cecile, Bach, Benjamin, Bachelet, Delphine, Badr, Claudine, Baig, Nadia, Baillie, J. 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Donohue, Yoann, Doran, Peter, Dorival, Céline, D’ortenzio, Eric, Douglas, James Joshua, Dournon, Nathalie, Downer, Triona, Downey, Joanne, Downing, Mark, Drake, Tom, Driscoll, Aoife, Fonseca, Claudio Duarte, Dubee, Vincent, Dubos, François, Ducancelle, Alexandre, Dudman, Susanne, Dunand, Paul, Dunning, Jake, Duplaix, Mathilde, Durante-Mangoni, Emanuele, Durham, Lucian, Dussol, Bertrand, Duthoit, Juliette, Duval, Xavier, Dyrhol-Riise, Anne Margarita, Echeverria-Villalobos, Marco, Egan, Siobhan, Eira, Carla, Sanharawi, Mohammed El, Elapavaluru, Subbarao, Elharrar, Brigitte, Ellerbroek, Jacobien, Eloy, Philippine, Elshazly, Tarek, Enderle, Isabelle, Endo, Tomoyuki, Engelmann, Ilka, Enouf, Vincent, Epaulard, Olivier, Escher, Martina, Esperatti, Mariano, Esperou, Hélène, Santo, Catarina Espírito, Esposito-Farese, Marina, Estevão, João, Etienne, Manuel, Ettalhaoui, Nadia, Everding, Anna Greti, Evers, Mirjam, Fabre, Isabelle, Fabre, Marc, Faheem, Amna, Fahy, Arabella, Fairfield, Cameron, Fakar, Zul, Fareed, Komal, Faria, Pedro, Farooq, Ahmed, Fatoni, Arie Zainul, Faure, Karine, Favory, Raphaël, Fayed, Mohamed, Feely, Niamh, Feeney, Laura, Fernandes, Jorge, Fernandes, Marília Andreia, Fernandes, Susana, Ferrand, François-Xavier, Devouge, Eglantine Ferrand, Ferrão, Joana, Ferraz, Mário, Ferreira, Benigno, Ferreira, Bernardo, Ferreira, Isabel, Ferreira, Sílvia, Ferrer-Roca, Ricard, Ferriere, Nicolas, Ficko, Céline, Fiorda, Juan, Flament, Thomas, Flateau, Clara, Fletcher, Tom, Florio, Letizia Lucia, Flynn, Deirdre, Foley, Claire, Foley, Jean, Fomin, Victor, Fonseca, Tatiana, Fontela, Patricia, Forsyth, Simon, Foster, Denise, Foti, Giuseppe, Fourn, Erwan, Fraher, Marianne, Franch-Llasat, Diego, Fraser, Christophe, Fraser, John, Freire, Marcela Vieira, Ribeiro, Ana Freitas, French, Craig, Friedrich, Caren, Fry, Stéphanie, Fuentes, Nora, Fukuda, Masahiro, G, Argin, Gaborieau, Valérie, Gaci, Rostane, Gagliardi, Massimo, Gagnard, Jean-Charles, Gagneux-Brunon, Amandine, Gaião, 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Cato, Horby, Peter, Horcajada, Juan Pablo, Hoshino, Koji, Hoshino, Kota, Houas, Ikram, Hough, Catherine, Hsu, Jimmy Ming-Yang, Hulot, Jean-Sébastien, Huo, Stella, Hurd, Abby, Hussain, Iqbal, Ijaz, Samreen, Ikram, Arfan, Illes, Hajnal-Gabriela, Imbert, Patrick, Imran, Mohammad, Sikander, Rana Imran, Imtiaz, Aftab, Inácio, Hugo, Dominguez, Carmen Infante, Ippolito, Mariachiara, Isgett, Sarah, Isidoro, Tiago, Isnard, Margaux, Ivulich, Daniel, Jaafar, Danielle, Jaafoura, Salma, Jabot, Julien, Jackson, Clare, Jamieson, Nina, Jaquet, Pierre, Jaud-Fischer, Coline, Jaureguiberry, Stéphane, Jego, Florence, Jenum, Synne, García, Ruth, Joseph, Cédric, Joseph, Mark, Joshi, Swosti, Jourdain, Mercé, Jouvet, Philippe, Jung, Anna, Juzar, Dafsah, Kafif, Ouifiya, Kaguelidou, Florentia, Kali, Sabina, Kalomoiri, Smaragdi, Kandamby, Darshana Hewa, Kandel, Chris, Kanwal, Darakhshan, Kataria, Anant, Katz, Kevin, Kay, Christy, Keane, Hannah, Keating, Seán, Kelly, Andrea, Kelly, Aoife, Kelly, Claire, Kelly, Niamh, Kelly, Sadie, Kelly, Yvelynne, Kelsey, Maeve, Kennon, Kalynn, Kernan, Maeve, Kerroumi, Younes, Keshav, Sharma, Khalid, Imrana, Khalid, Osama, Khalil, Antoine, Khan, Coralie, Khan, Irfan, Khan, Quratul Ain, Khanal, Sushil, Khatak, Abid, Khawaja, Amin, Kho, Michelle, Khoo, Saye, Khoso, Nasir, Kida, Yuri, Kiiza, Peter, Granerud, Beathe Kiland, Kildal, Anders Benjamin, Kimmoun, Antoine, Kindgen-Milles, Detlef, Kitamura, Nobuya, Klenerman, Paul, Klont, Rob, Bekken, Gry Kloumann, Knight, Stephen, Kobbe, Robin, Kodippily, Chamira, Vasconcelos, Malte Kohns, Koirala, Sabin, Kosgei, Caroline, Kpangon, Arsène, Krawczyk, Karolina, Kruglova, Oksana, Kumar, Deepali, Kumar, Mukesh, Vijayaraghavan, Bharath Kumar Tirupakuzhi, Vecham, Pavan Kumar, Kuriakose, Dinesh, Kurtzman, Ethan, Kutsogiannis, Demetrios, Kutsyna, Galyna, Kyriakoulis, Konstantinos, Lachatre, Marie, Lacoste, Marie, Laffey, John, Lagrange, Marie, Laine, Fabrice, Lairez, Olivier, Lakhey, Sanjay, Lalueza, Antonio, Lambert, Marc, Lamontagne, François, Langelot-Richard, Marie, Langlois, Vincent, Lantang, Eka Yudha, Lanza, Marina, Laouénan, Cédric, Laribi, Samira, Lariviere, Delphine, Lasry, Stéphane, Latif, Naveed, Launay, Odile, Laureillard, Didier, Lavie-Badie, Yoan, Law, Andrew, Lawrence, Cassie, Lawrence, Teresa, Le, Minh, Le Bihan, Clément, Le Bris, Cyril, Le Falher, Georges, Le Fevre, Lucie, Le Hingrat, Quentin, Le Maréchal, Marion, Le Mestre, Soizic, Le Moal, Gwenaël, Le Moing, Vincent, Le Nagard, Hervé, Le Turnier, Paul, Leal, Ema, Santos, Marta Leal, Lee, James, Lee, Jennifer, Lee, Su Hwan, Lee, Todd, Leeming, Gary, Lefebvre, Bénédicte, Lefebvre, Laurent, Lefèvre, Benjamin, Legac, Sylvie, Lelievre, Jean-Daniel, Lellouche, François, Lemaignen, Adrien, Lemee, Véronique, Lemeur, Anthony, Lemmink, Gretchen, Lennon, Jenny, León, Rafael, Leone, Marc, Leone, Michela, Lescure, François-Xavier, Lesens, Olivier, Lesouhaitier, Mathieu, Lester-Grant, Amy, Levy, Bruno, Levy, Yves, Levy-Marchal, Claire, Lewandowska, Katarzyna, L’her, Erwan, Bassi, Gianluigi Li, Liaquat, Ali, Liegeon, Geoffrey, Lim, Wei Shen, Lima, Chantre, Lina, Bruno, Lind, Andreas, Lingas, Guillaume, Lion-Daolio, Sylvie, Liu, Keibun, Livrozet, Marine, Lizotte, Patricia, Loforte, Antonio, Lolong, Navy, Lopes, Diogo, Loschner, Anthony, Loubet, Paul, Loufti, Bouchra, Louis, Guillame, Lourenco, Silvia, Lovelace-Macon, Lara, Lowik, Marije, Lucet, Jean Christophe, Bermejo, Carlos Lumbreras, Luna, Carlos, Luong, Liem, Luque, Nestor, Luton, Dominique, Lwin, Nilar, Lyons, Ruth, Maasikas, Olavi, Mabiala, Oryane, Machado, Moïse, Machado, Sara, Macheda, Gabriel, Madiha, Hashmi, de la Calle, Guillermo Maestro, Mahieu, Rafael, Mahy, Sophie, Maia, Ana Raquel, Maier, Lars, Maillet, Mylène, Maitre, Thomas, Malfertheiner, Maximilian, Malik, Nadia, Mallon, Paddy, Maltez, Fernando, Malvy, Denis, Manda, Victoria, Mandelbrot, Laurent, Mankikian, Julie, Manning, Edmund, Manuel, Aldric, Sant, Ceila Maria, Malaque, Ana, Marino, Daniel, Marino, Flávio, Markowicz, Samuel, Marques, Ana, Marquis, Catherine, Marsh, Brian, Marsh, Laura, Marshal, Megan, Martelli, Celina Turchi, Martin, Emily, Martin-Blondel, Guillaume, Martinot, Martin, Martins, Ana, Martins, João, Martins, Nuno, Rego, Caroline Martins, Martucci, Gennaro, Martynenko, Olga, Marwali, Eva Miranda, Maslove, David, Mason, Sabina, Masood, Sobia, Nor, Basri Mat, Matan, Moshe, Mathew, Meghena, Mathieu, Daniel, Mattei, Mathieu, Matulevics, Romans, Maulin, Laurence, Maxwell, Michael, Maynar, Javier, Mazzoni, Thierry, Mc Evoy, Natalie, Mc Sweeney, Lisa, Mcarthur, Colin, Mccarthy, Aine, Mccarthy, Anne, Mccloskey, Colin, Mcconnochie, Rachael, Mcdermott, Sherry, Mcdonald, Sarah, Mcelroy, Aine, Mcelwee, Samuel, Mceneany, Victoria, Mcgeer, Allison, Mckay, Chris, Mckeown, Johnny, Mclean, Kenneth, Mcnally, Paul, Mcnicholas, Bairbre, Mcpartlan, Elaine, Meaney, Edel, Mear-Passard, Cécile, Mechlin, Maggie, Atif, Minahel, Meher, Maqsood, Mele, Ferruccio, Melo, Luis, Memon, Kashif, Mendes, Joao 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Alasdair, Neant, Nadège, Nekliudov, Nikita, Neto, Raul, Neumann, Emily, Ng, Pauline Yeung, Nghi, Anthony, Nguyen, Duc, Choileain, Orna Ni, Leathlobhair, Niamh Ni, Nitayavardhana, Prompak, Nonas, Stephanie, Noret, Marion, Norman, Lisa, Notari, Alessandra, Noursadeghi, Mahdad, Nowinski, Adam, Nseir, Saad, Nunez, Jose, Nurnaningsih, Nurnaningsih, Nyamankolly, Elsa, Brien, Fionnuala, Callaghan, Annmarie, O’callaghan, Annmarie, Occhipinti, Giovanna, Oconnor, Derbrenn, O’donnell, Max, Ogston, Tawnya, Ogura, Takayuki, O’halloran, Sophie, O’hearn, Katie, Oliveira, João, Oliveira, Larissa, Ong, David, Oosthuyzen, Wilna, Opavsky, Anne, Openshaw, Peter, Orakzai, Saijad, Orozco-Chamorro, Claudia Milena, Ortoleva, Jamel, Osatnik, Javier, O’shea, Linda, O’sullivan, Miriam, Ouamara, Nadia, Ouissa, Rachida, Oziol, Eric, Pagadoy, Maïder, Pages, Justine, Palacios, Amanda, Palacios, Mario, Palmarini, Massimo, Panarello, Giovanna, Paneru, Hem, Panigada, Mauro, Pansu, Nathalie, Papadopoulos, Aurélie, Parke, Rachael, Parker, Melissa, Parra, Briseida, Pasha, Taha, Pasquier, Jérémie, Pastene, Bruno, Patauner, Fabian, Patrão, Luís, Patricio, Patricia, Patrier, Juliette, Patterson, Lisa, Pattnaik, Rajyabardhan, Paul, Christelle, Paul, Mical, Paulos, Jorge, Paxton, William, Payen, Jean-François, Peelman, Florent, Peiffer-Smadja, Nathan, Peigne, Vincent, Pejkovska, Mare, Pelosi, Paolo, Peltan, Ithan, Pereira, Rui, Perez, Daniel, Periel, Luis, Perpoint, Thomas, Pesenti, Antonio, Pestre, Vincent, Petrou, Lenka, Petrovic, Michele, Petrov-Sanchez, Ventzislava, Pettersen, Frank Olav, Peytavin, Gilles, Pharand, Scott, Picard, Walter, Picone, Olivier, Pierobon, Carola, Piersma, Djura, Pimentel, Carlos, Pinto, Raquel, Pires, Catarina, Pironneau, Isabelle, Piroth, Lionel, Pius, Riinu, Plantier, Laurent, Poissy, Julien, Pokeerbux, Ryadh, Poli, Sergio, Pollakis, Georgios, Ponscarme, Diane, Post, Andra-Maris, Postma, Douwe, Povoa, Pedro, Póvoas, Diana, Powis, Jeff, Prapa, Sofia, Preau, Sébastien, Prebensen, Christian, Preiser, Jean-Charles, Prinssen, Anton, Pritchard, Mark, Priyadarshani, Gamage Dona Dilanthi, Proença, Lucia, Pudota, Sravya, Puéchal, Oriane, Semedi, Bambang Pujo, Pulicken, Mathew, Purcell, Gregory, Quesada, Luisa, Quinones-Cardona, Vilmaris, González, Víctor Quirós, Quist-Paulsen, Else, Quraishi, Mohammed, Rabaud, Christian, Rabindrarajan, Ebenezer, Rafael, Aldo, Rafiq, Marie, Rahutullah, Arsalan, Rainieri, Fernando, Ramachandran, Pratheema, Ramakrishnan, Nagarajan, Ramalho, José, Rammaert, Blandine, Ramos, Grazielle Viana, Rana, Asim, Rangappa, Rajavardhan, Ranjan, Ritika, Rapp, Christophe, Rashan, Aasiyah, Rashan, Thalha, Rasheed, Ghulam, Rasmin, Menaldi, Rätsep, Indrek, Rau, Cornelius, Raza, Ali, Real, Andre, Rebaudet, Stanislas, Redl, Sarah, Reeve, Brenda, Rehman, Attaur, Reid, Liadain, Reikvam, Dag Henrik, Reis, Renato, Remppis, Jonathan, Remy, Martine, Ren, Hongru, Renk, Hanna, Resseguier, Anne-Sophie, Revest, Matthieu, Rewa, Oleksa, Reyes, Tiago, Ribeiro, Maria Ines, Richardson, David, Richardson, Denise, Richier, Laurent, Riera, Jordi, Rios, Ana, Rishu, Asgar, Rispal, Patrick, Risso, Karine, Rizer, Nicholas, Robba, Chiara, Roberto, André, Roberts, Stephanie, Robertson, David, Robineau, Olivier, Roche-Campo, Ferran, Rodari, Paola, Rodeia, Simão, Abreu, Julia Rodriguez, Roessler, Bernhard, Roger, Pierre-Marie, Rojek, Amanda, Romaru, Juliette, Roncon-Albuquerque, Roberto, Roriz, Mélanie, Rosa-Calatrava, Manuel, Rose, Michael, Rosenberger, Dorothea, Rossanese, Andrea, Rossetti, Matteo, Rossignol, Bénédicte, Rossignol, Patrick, Rousset, Stella, Roy, Carine, Roze, Benoît, Rusmawatiningtyas, Desy, Russell, Clark, Ryan, Maeve, Ryan, Maria, Ryckaert, Steffi, Holten, Aleksander Rygh, Saba, Isabela, Sadaf, Sairah, Sadat, Musharaf, Sahraei, Valla, Saidani, Nadia, Saint-Gilles, Maximilien, Sakiyalak, Pranya, Salahuddin, Nawal, Salazar, Leonardo, Saleem, Jodat, Sales, Gabriele, Sallaberry, Stéphane, Gandonniere, Charlotte Salmon, Salvator, Hélène, Sanchez, Olivier, Sanchez-Miralles, Angel, Sancho-Shimizu, Vanessa, Sandhu, Gyan, Sandhu, Zulfiqar, Sandrine, Pierre-François, Sandulescu, Oana, Santos, Marlene, Sarfo-Mensah, Shirley, Banheiro, Bruno Sarmento, Sarton, Benjamine, Satyapriya, Sree, Satyawati, Rumaisah, Saviciute, Egle, Schaffer, Justin, Schermer, Tjard, Scherpereel, Arnaud, Schneider, Marion, Schroll, Stephan, Schwameis, Michael, Scott, Janet, Scott-Brown, James, Sedillot, Nicholas, Seitz, Tamara, Selvanayagam, Jaganathan, Semaille, Caroline, Semple, Malcolm, Senneville, Eric, Sequeira, Filipa, Sequeira, Tânia, Neto, Ary Serpa, Balazote, Pablo Serrano, Shadowitz, Ellen, Shamsah, Mohammad, Sharjeel, Shaikh, Sharma, Pratima, Shaw, Catherine, Shaw, Victoria, Sheharyar, Ashraf, Shetty, Rajesh Mohan, Shi, Haixia, Shiekh, Mohiuddin, Shimizu, Keiki, Shrapnel, Sally, Shrestha, Shubha Kalyan, Shrestha, Pramesh Sundar, Shum, Hoi Ping, Mohammed, Nassima Si, Sibiude, Jeanne, Siddiqui, Atif, Sigfrid, Louise, Sillaots, Piret, Silva, Catarina, Silva, Maria Joao, Silva, Rogério, Sin, Wai Ching, Singh, Budha Charan, Singh, Punam, Sitompul, Pompini Agustina, Skogen, Vegard, Smith, Sue, Smood, Benjamin, Smyth, Coilin, Smyth, Michelle, Snacken, Morgane, So, Dominic, Solomon, Joshua, Solomon, Tom, Somers, Emily, Sommet, Agnès, Song, Myung Jin, Song, Rima, Song, Tae, Chia, Jack Song, Sotto, Albert, Soum, Edouard, Sousa, Ana Chora, Sousa, Marta, Uva, Maria Sousa, Sperry, Alexandra, Spinuzza, Elisabetta, Darshana, B., Sriskandan, Shiranee, Stabler, Sarah, Staudinger, Thomas, Stecher, Stephanie-Susanne, Stienstra, Ymkje, Stiksrud, Birgitte, Stolz, Eva, Stone, Amy, Streinu-Cercel, Adrian, Streinu-Cercel, Anca, Stuart, Ami, Stuart, David, Suen, Gabriel, Suen, Jacky, Sultana, Asfia, Summers, Charlotte, Supic, Dubravka, Surovcová, Magdalena, Svistunov, Andrey, Syrigos, Konstantinos, Sztajnbok, Jaques, Szuldrzynski, Konstanty, Tabrizi, Shirin, Tagherset, Lysa, Taleb, Sara, Talsma, Jelmer, Tampubolon, Maria Lawrensia, Tanaka, Hiroyuki, Taqdees, Huda, Taqi, Arshad, Tardivon, Coralie, Tattevin, Pierre, Taufik, M. Azhari, Tawfik, Hassan, Tedder, Richard, Teixeira, João, Tejada, Sofia, Tellier, Marie-Capucine, Téoulé, François, Terpstra, Pleun, Terrier, Olivier, Terzi, Nicolas, Tessier-Grenier, Hubert, Tey, Adrian, Thakur, Anand, Thibault, Vincent, Thiberville, Simon-Djamel, Thill, Benoît, Thompson, Shaun, Thomson, Emma, Thwaites, Ryan, Tierney, Paul, Tieroshyn, Vadim, Timashev, Peter, Timsit, Jean-François, Tissot, Noémie, Toki, Maria, Tonby, Kristian, Torre, Marta, Torres, Antoni, Torres, Margarida, Torres-Zevallos, Hernando, Towers, Michael, Trapani, Tony, Treoux, Théo, Tromeur, Cécile, Trontzas, Ioannis, Trouillon, Tiffany, Truong, Jeanne, Tual, Christelle, Tubiana, Sarah, Tuite, Helen, Turmel, Jean-Marie, Turtle, Lance, Twardowski, Pawel, Uchiyama, Makoto, Udayanga, P., Udy, Andrew, Ullrich, Roman, Uribe, Alberto, Usman, Asad, Uyeki, Timothy, Vajdovics, Cristinava, Val-Flores, Luís, Valran, Amélie, van de Velde, Stijn, van den Berge, Marcel, van der Palen, Job, van der Valk, Paul, van der Vekens, Nicky, van der Voort, Peter, van der Werf, Sylvie, van Gulik, Laura, van Hattem, Jarne, van Netten, Carolien, van Veen, Ilonka, Vanel, Noémie, Vanoverschelde, Henk, Varghese, Pooja, Vauchy, Charline, Veislinger, Aurélie, Vencken, Sebastian, Ventura, Sara, Verbon, Annelies, Vickers, James, Vidal, José Ernesto, Vieira, César, Vijayan, Deepak, Villanueva, Joy Ann, Villar, Judit, Villeneuve, Pierre-Marc, Villoldo, Andrea, Visseaux, Benoit, Visser, Hannah, Vitiello, Chiara, Vonkeman, Harald, Vuotto, Fanny, Shukeri, Wan Fadzlina Wan Muhd, Wang, Chih-Hsien, Webb, Steve, Wei, Jia, Weil, Katharina, Wesselius, Sanne, West, T. Eoin, Wham, Murray, Whelan, Bryan, White, Nicole, Wicky, Paul Henri, Wiedemann, Aurélie, Wijaya, Surya Otto, Wille, Keith, Willems, Suzette, Williams, Virginie, Wils, Evert-Jan, Yiu, Ng Wing, Wong, Calvin, Xynogalas, Ioannis, Yamazaki, Masaki, Yazdanpanah, Yazdan, Yelnik, Cécile, Yerkovich, Stephanie, Yokoyama, Toshiki, Yonis, Hodane, Yousif, Obada, Yuliarto, Saptadi, Zaaqoq, Akram, Zabbe, Marion, Zahran, Maram, Zambon, Maria, Zanella, Alberto, Zayyad, Hiba, Zoufaly, Alexander, Zucman, David, University of Oxford, University of La Sabana = Universitad de la Sabana, ARN régulateurs bactériens et médecine (BRM), Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), CHU Pontchaillou [Rennes], Institut Pasteur [Paris] (IP), Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2)), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), This work was supported by the UK Foreign, Commonwealth, and Development Office and Wellcome [215091/Z/18/Z] and the Bill & Melinda Gates Foundation [OPP1209135], CIHR Coronavirus Rapid Research Funding Opportunity OV2170359, Grants from Rapid European COVID-19 Emergency Response research (RECOVER) [H2020 Project 101003589] and European Clinical Research Alliance on Infectious Diseases (ECRAID) [965313], The Imperial NIHR Biomedical Research Centre, The Cambridge NIHR Biomedical Research Centre, and Endorsed by the Irish Critical Care-Clinical Trials Group, co-ordinated in Ireland by the Irish Critical Care-Clinical Trials Network at University College Dublin and funded by the Health Research Board of Ireland [CTN-2014-12]. This work uses Data/Materials provided by patients and collected by the NHS as part of their care and support #DataSavesLives. The Data/materials used for this research were obtained from ISARIC4C. The COVID-19 Clinical Information Network (CO-CIN) data was collated by ISARIC4C Investigators. Data and Material provision were supported by grants from: the National Institute for Health Research (NIHR, award CO-CIN-01), the Medical Research Council (MRC, Grant MC_PC_19059), and the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at the University of Liverpool in partnership with Public Health England (PHE), (Award 200907), Wellcome Trust [Turtle, Lance-fellowship 205228/Z/16/Z], NIHR HPRU in Respiratory Infections at Imperial College London with PHE (Award 200927), Liverpool Experimental Cancer Medicine Centre (Grant C18616/A25153), NIHR Biomedical Research Centre at Imperial College London (Award IS-BRC-1215-20013), and NIHR Clinical Research Network providing infrastructure support. This work was possible due to the dedication and hard work of the Norwegian SARS-CoV-2 study team and supported by grants from Research Council of Norway Grant No. 312780 and a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner, The dedication and hard work of the Groote Schuur Hospital Covid ICU Team, and supported by the Groote Schuur nursing and University of Cape Town registrar bodies coordinated by the Division of Critical Care at the University of Cape Town, and supported by the COVID clinical management team, AIIMS, Rishikesh, India., European Project: 101003589, H2020-SC1-PHE-CORONAVIRUS-2020,RECOVER(2020), Reyes, Luis Felipe, Murthy, Sriniva, Garcia-Gallo, Esteban, Merson, Laura, Ibáñez-Prada, Elsa D., Rello, Jordi, Fuentes, Yuli V., Martin-Loeches, Ignacio, Bozza, Fernando, Duque, Sara, Taccone, Fabio S., Fowler, Robert A., Kartsonaki, Christiana, Gonçalves, Bronner P., Citarella, Barbara Wanjiru, Aryal, Diptesh, Burhan, Erlina, Cummings, Matthew J., Delmas, Christelle, Diaz, Rodrigo, Figueiredo-Mello, Claudia, Hashmi, Madiha, Panda, Prasan Kumar, Jiménez, Miguel Pedrera, Rincon, Diego Fernando Bautista, Thomson, David, Nichol, Alistair, Marshall, John C., Olliaro, Piero L., Abbas, Ali, Abdukahil, Sheryl Ann, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Acharya, Subhash, Acker, Andrew, Adrião, Diana, Al Ageel, Saleh, Ahmed, Shakeel, Ainscough, Kate, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako, Akmal, Ernita, Al Qasim, Eman, Alalqam, Razi, Al-dabbous, Tala, Alegesan, Senthilkumar, Alegre, Cynthia, Alessi, Marta, Alex, Beatrice, Alexandre, Kévin, Al-Fares, Abdulrahman, Alfoudri, Huda, Ali, Imran, Shah, Naseem Ali, Alidjnou, Kazali Enagnon, Aliudin, Jeffrey, Alkhafajee, Qaba, Allavena, Clotilde, Allou, Nathalie, Altaf, Aneela, Alves, João, Alves, João Melo, Alves, Rita, Cabrita, Joana Alve, Amaral, Maria, Ampaw, Phoebe, Andini, Roberto, Andréjak, Claire, Angheben, Andrea, Angoulvant, Françoi, Ansart, Séverine, Antonelli, Massimo, de Brito, Carlos Alexandre Antune, Apriyana, Ardiyan, Arabi, Yaseen, Aragao, Irene, Araujo, Carolline, Arcadipane, Antonio, Archambault, Patrick, Arenz, Luka, Arlet, Jean-Benoît, Arnold-Day, Christel, Arora, Lovkesh, Arora, Rakesh, Artaud-Macari, Elise, Asensio, Angel, Asif, Namra, Asim, Mohammad, Assie, Jean Baptiste, Atique, Anika, Attanyake, A. 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Y., Oosthuyzen, Wilna, Opavsky, Anne, Openshaw, Peter, Orakzai, Saijad, Orozco-Chamorro, Claudia Milena, Ortoleva, Jamel, Osatnik, Javier, O’Shea, Linda, O’Sullivan, Miriam, Ouamara, Nadia, Ouissa, Rachida, Oziol, Eric, Pagadoy, Maïder, Pages, Justine, Palacios, Amanda, Palacios, Mario, Palmarini, Massimo, Panarello, Giovanna, Paneru, Hem, Panigada, Mauro, Pansu, Nathalie, Papadopoulos, Aurélie, Parke, Rachael, Parker, Melissa, Parra, Briseida, Pasha, Taha, Pasquier, Jérémie, Pastene, Bruno, Patauner, Fabian, Patrão, Luí, Patricio, Patricia, Patrier, Juliette, Patterson, Lisa, Pattnaik, Rajyabardhan, Paul, Christelle, Paul, Mical, Paulos, Jorge, Paxton, William A., Payen, Jean-Françoi, Peelman, Florent, Peiffer-Smadja, Nathan, Peigne, Vincent, Pejkovska, Mare, Pelosi, Paolo, Peltan, Ithan D., Pereira, Rui, Perez, Daniel, Periel, Lui, Perpoint, Thoma, Pesenti, Antonio, Pestre, Vincent, Petrou, Lenka, Petrovic, Michele, Petrov-Sanchez, Ventzislava, Pettersen, Frank Olav, Peytavin, Gille, Pharand, Scott, Picard, Walter, Picone, Olivier, Pierobon, Carola, Piersma, Djura, Pimentel, Carlo, Pinto, Raquel, Pires, Catarina, Pironneau, Isabelle, Piroth, Lionel, Pius, Riinu, Plantier, Laurent, Poissy, Julien, Pokeerbux, Ryadh, Poli, Sergio, Pollakis, Georgio, Ponscarme, Diane, Post, Andra-Mari, Postma, Douwe F., Povoa, Pedro, Póvoas, Diana, Powis, Jeff, Prapa, Sofia, Preau, Sébastien, Prebensen, Christian, Preiser, Jean-Charle, Prinssen, Anton, Pritchard, Mark G., Priyadarshani, Gamage Dona Dilanthi, Proença, Lucia, Pudota, Sravya, Puéchal, Oriane, Semedi, Bambang Pujo, Pulicken, Mathew, Purcell, Gregory, Quesada, Luisa, Quinones-Cardona, Vilmari, González, Víctor Quiró, Quist-Paulsen, Else, Quraishi, Mohammed, Rabaud, Christian, Rabindrarajan, Ebenezer, Rafael, Aldo, Rafiq, Marie, Rahutullah, Arsalan, Rainieri, Fernando, Ramachandran, Pratheema, Ramakrishnan, Nagarajan, Ramalho, José, Rammaert, Blandine, Ramos, Grazielle Viana, Rana, Asim, Rangappa, Rajavardhan, Ranjan, Ritika, Rapp, Christophe, Rashan, Aasiyah, Rashan, Thalha, Rasheed, Ghulam, Rasmin, Menaldi, Rätsep, Indrek, Rau, Corneliu, Raza, Ali, Real, Andre, Rebaudet, Stanisla, Redl, Sarah, Reeve, Brenda, Rehman, Attaur, Reid, Liadain, Reikvam, Dag Henrik, Reis, Renato, Remppis, Jonathan, Remy, Martine, Ren, Hongru, Renk, Hanna, Resseguier, Anne-Sophie, Revest, Matthieu, Rewa, Oleksa, Reyes, Tiago, Ribeiro, Maria Ine, Richardson, David, Richardson, Denise, Richier, Laurent, Riera, Jordi, Rios, Ana L., Rishu, Asgar, Rispal, Patrick, Risso, Karine, Rizer, Nichola, Robba, Chiara, Roberto, André, Roberts, Stephanie, Robertson, David L., Robineau, Olivier, Roche-Campo, Ferran, Rodari, Paola, Rodeia, Simão, Abreu, Julia Rodriguez, Roessler, Bernhard, Roger, Pierre-Marie, Rojek, Amanda, Romaru, Juliette, Roncon-Albuquerque, Roberto, Roriz, Mélanie, Rosa-Calatrava, Manuel, Rose, Michael, Rosenberger, Dorothea, Rossanese, Andrea, Rossetti, Matteo, Rossignol, Bénédicte, Rossignol, Patrick, Rousset, Stella, Roy, Carine, Roze, Benoît, Rusmawatiningtyas, Desy, Russell, Clark D., Ryan, Maeve, Ryan, Maria, Ryckaert, Steffi, Holten, Aleksander Rygh, Saba, Isabela, Sadaf, Sairah, Sadat, Musharaf, Sahraei, Valla, Saidani, Nadia, Saint-Gilles, Maximilien, Sakiyalak, Pranya, Salahuddin, Nawal, Salazar, Leonardo, Saleem, Jodat, Sales, Gabriele, Sallaberry, Stéphane, Gandonniere, Charlotte Salmon, Salvator, Hélène, Sanchez, Olivier, Sanchez-Miralles, Angel, Sancho-Shimizu, Vanessa, Sandhu, Gyan, Sandhu, Zulfiqar, Sandrine, Pierre-Françoi, Sandulescu, Oana, Santos, Marlene, Sarfo-Mensah, Shirley, Banheiro, Bruno Sarmento, Sarton, Benjamine, Satyapriya, Sree, Satyawati, Rumaisah, Saviciute, Egle, Schaffer, Justin, Schermer, Tjard, Scherpereel, Arnaud, Schneider, Marion, Schroll, Stephan, Schwameis, Michael, Scott, Janet T., Scott-Brown, Jame, Sedillot, Nichola, Seitz, Tamara, Selvanayagam, Jaganathan, Semaille, Caroline, Semple, Malcolm G., Senneville, Eric, Sequeira, Filipa, Sequeira, Tânia, Neto, Ary Serpa, Balazote, Pablo Serrano, Shadowitz, Ellen, Shamsah, Mohammad, Sharjeel, Shaikh, Sharma, Pratima, Shaw, Catherine A., Shaw, Victoria, Sheharyar, Ashraf, Shetty, Rajesh Mohan, Shi, Haixia, Shiekh, Mohiuddin, Shimizu, Keiki, Shrapnel, Sally, Shrestha, Shubha Kalyan, Shrestha, Pramesh Sundar, Shum, Hoi Ping, Mohammed, Nassima Si, Sibiude, Jeanne, Siddiqui, Atif, Sigfrid, Louise, Sillaots, Piret, Silva, Catarina, Silva, Maria Joao, Silva, Rogério, Sin, Wai Ching, Singh, Budha Charan, Singh, Punam, Sitompul, Pompini Agustina, Skogen, Vegard, Smith, Sue, Smood, Benjamin, Smyth, Coilin, Smyth, Michelle, Snacken, Morgane, So, Dominic, Solomon, Joshua, Solomon, Tom, Somers, Emily, Sommet, Agnè, Song, Myung Jin, Song, Rima, Song, Tae, Chia, Jack Song, Sotto, Albert, Soum, Edouard, Sousa, Ana Chora, Sousa, Marta, Uva, Maria Sousa, Sperry, Alexandra, Spinuzza, Elisabetta, Darshana, B. P. Sanka Ruwan Sri, Sriskandan, Shiranee, Stabler, Sarah, Staudinger, Thoma, Stecher, Stephanie-Susanne, Stienstra, Ymkje, Stiksrud, Birgitte, Stolz, Eva, Stone, Amy, Streinu-Cercel, Adrian, Streinu-Cercel, Anca, Stuart, Ami, Stuart, David, Suen, Gabriel, Suen, Jacky Y., Sultana, Asfia, Summers, Charlotte, Supic, Dubravka, Surovcová, Magdalena, Svistunov, Andrey, Syrigos, Konstantino, Sztajnbok, Jaque, Szuldrzynski, Konstanty, Tabrizi, Shirin, Tagherset, Lysa, Taleb, Sara, Talsma, Jelmer, Tampubolon, Maria Lawrensia, Tanaka, Hiroyuki, Taqdees, Huda, Taqi, Arshad, Tardivon, Coralie, Tattevin, Pierre, Taufik, M. Azhari, Tawfik, Hassan, Tedder, Richard S., Teixeira, João, Tejada, Sofia, Tellier, Marie-Capucine, Téoulé, Françoi, Terpstra, Pleun, Terrier, Olivier, Terzi, Nicola, Tessier-Grenier, Hubert, Tey, Adrian, Thakur, Anand, Thibault, Vincent, Thiberville, Simon-Djamel, Thill, Benoît, Thompson, Shaun, Thomson, Emma C., Thwaites, Ryan S., Tierney, Paul, Tieroshyn, Vadim, Timashev, Peter S., Timsit, Jean-Françoi, Tissot, Noémie, Toki, Maria, Tonby, Kristian, Torre, Marta, Torres, Antoni, Torres, Margarida, Torres-Zevallos, Hernando, Towers, Michael, Trapani, Tony, Treoux, Théo, Tromeur, Cécile, Trontzas, Ioanni, Trouillon, Tiffany, Truong, Jeanne, Tual, Christelle, Tubiana, Sarah, Tuite, Helen, Turmel, Jean-Marie, Turtle, Lance C. W., Twardowski, Pawel, Uchiyama, Makoto, Udayanga, P. G. Ishara, Udy, Andrew, Ullrich, Roman, Uribe, Alberto, Usman, Asad, Uyeki, Timothy M., Vajdovics, Cristinava, Val-Flores, Luí, Valran, Amélie, Van de Velde, Stijn, van den Berge, Marcel, van der Palen, Job, van der Valk, Paul, Van Der Vekens, Nicky, Van der Voort, Peter, Van Der Werf, Sylvie, van Gulik, Laura, Van Hattem, Jarne, van Netten, Carolien, van Veen, Ilonka, Vanel, Noémie, Vanoverschelde, Henk, Varghese, Pooja, Vauchy, Charline, Veislinger, Aurélie, Vencken, Sebastian, Ventura, Sara, Verbon, Annelie, Vickers, Jame, Vidal, José Ernesto, Vieira, César, Vijayan, Deepak, Villanueva, Joy Ann, Villar, Judit, Villeneuve, Pierre-Marc, Villoldo, Andrea, Visseaux, Benoit, Visser, Hannah, Vitiello, Chiara, Vonkeman, Harald, Vuotto, Fanny, Shukeri, Wan Fadzlina Wan Muhd, Wang, Chih-Hsien, Webb, Steve, Wei, Jia, Weil, Katharina, Wesselius, Sanne, West, T. Eoin, Wham, Murray, Whelan, Bryan, White, Nicole, Wicky, Paul Henri, Wiedemann, Aurélie, Wijaya, Surya Otto, Wille, Keith, Willems, Suzette, Williams, Virginie, Wils, Evert-Jan, Yiu, Ng Wing, Wong, Calvin, Xynogalas, Ioanni, Yamazaki, Masaki, Yazdanpanah, Yazdan, Yelnik, Cécile, Yerkovich, Stephanie, Yokoyama, Toshiki, Yonis, Hodane, Yousif, Obada, Yuliarto, Saptadi, Zaaqoq, Akram, Zabbe, Marion, Zahran, Maram, Zambon, Maria, Zanella, Alberto, Zayyad, Hiba, Zoufaly, Alexander, Zucman, David, Group, ISARIC Characterization, Intensive Care Medicine, AII - Amsterdam institute for Infection and Immunity, Medical Microbiology and Infection Prevention, AII - Inflammatory diseases, Ibáñez-Prada, Elsa D, Fuentes, Yuli V, Taccone, Fabio S, Fowler, Robert A, Gonçalves, Bronner P, Cummings, Matthew J, Marshall, John C, Olliaro, Piero L, Institut Català de la Salut, [Reyes LF] Pandemic Sciences Institute, University of Oxford, Oxford, UK. Infectious Diseases Department, Universidad de La Sabana, Chía, Colombia. Critical Care Department, Clínica Universidad de La Sabana, Chía, Colombia. [Murthy S] Department of Pediatrics, University of British Columbia, Vancouver, Canada. [Garcia-Gallo E] Infectious Diseases Department, Universidad de La Sabana, Chía, Colombia. [Merson L] Pandemic Sciences Institute, University of Oxford, Oxford, UK. [Ibáñez-Prada ED] Infectious Diseases Department, Universidad de La Sabana, Chía, Colombia. Critical Care Department, Clínica Universidad de La Sabana, Chía, Colombia. [Rello J] Grup de Recerca Clínica/Innovació en la Pneumònia i Sèpsia (CRIPS), Vall d’Hebron Institut de Recerca (VHIR), Barcelona, Spain. Centro de Investigación Biomédica En Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain, and Vall d'Hebron Barcelona Hospital Campus

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Elapavaluru, Subbarao, Elharrar, Brigitte, Ellerbroek, Jacobien, Ellingjord-Dale, Merete, Eloy, Philippine, Elshazly, Tarek, Elyazar, Iqbal, Enderle, Isabelle, Endo, Tomoyuki, Eng, Chan Chee, Engelmann, Ilka, Enouf, Vincent, Epaulard, Olivier, Escher, Martina, Esperatti, Mariano, Esperou, Hélène, Esposito-Farese, Marina, Estevão, João, Etienne, Manuel, Ettalhaoui, Nadia, Everding, Anna Greti, Evers, Mirjam, Fabre, Isabelle, Fabre, Marc, Faheem, Amna, Fahy, Arabella, Fairfield, Cameron J., Fakar, Zul, Fareed, Komal, Faria, Pedro, Farooq, Ahmed, Fateena, Hanan, Fatoni, Arie Zainul, Faure, Karine, Favory, Raphaël, Fayed, Mohamed, Feely, Niamh, Feeney, Laura, Fernandes, Jorge, Fernandes, Marília Andreia, Fernandes, Susana, Ferrand, François-Xavier, Devouge, Eglantine Ferrand, Ferrão, Joana, Ferrari, Carlo, Ferraz, Mário, Ferreira, Benigno, Ferreira, Isabel, Ferreira, Sílvia, Ferrer-Roca, Ricard, Ferriere, Nicolas, Ficko, Céline, Figueiredo-Mello, Claudia, Finlayson, William, Fiorda, Juan, Flament, Thomas, Flateau, Clara, Fletcher, Tom, Florio, Letizia Lucia, Flynn, Brigid, Flynn, Deirdre, Fogliazza, Federica, Foley, Claire, Foley, Jean, Fomin, Victor, Fonseca, Tatiana, Fontela, Patricia, Forsyth, Simon, Foster, Denise, Foti, Giuseppe, Fourn, Erwan, Fowler, Robert A., Fraher, Marianne, Franch-Llasat, Diego, Fraser, Christophe, Fraser, John F, Freire, Marcela Vieira, Ribeiro, Ana Freitas, French, Craig, Friedrich, Caren, Fritz, Ricardo, Fry, Stéphanie, Fuentes, Nora, Fukuda, Masahiro, Argin, G, Gaborieau, Valérie, Gaci, Rostane, Gagliardi, Massimo, Gagnard, Jean-Charles, Gagné, Nathalie, Gagneux-Brunon, Amandine, Gaião, Sérgio, Skeie, Linda Gail, Gallagher, Phil, Curto, Elena Gallego, Gamble, Carrol, Gani, Yasmin, Garan, Arthur, Garcia, Rebekha, Barrio, Noelia García, Garcia-Diaz, Julia, Garcia-Gallo, Esteban, Garimella, Navya, Garofalo, Federica, Garot, Denis, Garrait, Valérie, Gauli, Basanta, Gault, Nathalie, Gavin, Aisling, Gavrylov, Anatoliy, Gaymard, Alexandre, Gebauer, Johannes, Geraud, Eva, Morlaes, Louis Gerbaud, Germano, Nuno, Ghisulal, Praveen Kumar, Ghosn, Jade, Giani, Marco, Giaquinto, Carlo, Gibson, Jess, Gigante, Tristan, Gilg, Morgane, Gilroy, Elaine, Giordano, Guillermo, Girvan, Michelle, Gissot, Valérie, Gitaka, Jesse, Giwangkancana, Gezy, Glikman, Daniel, Glybochko, Petr, Gnall, Eric, Goco, Geraldine, Goehringer, François, Goepel, Siri, Goffard, Jean-Christophe, Goh, Jin Yi, Golob, Jonathan, Gomes, Rui, Gomez, Kyle, Gómez-Junyent, Joan, Gominet, Marie, Gonçalves, Bronner P., Gonzalez, Alicia, Gordon, Patricia, Gorelik, Yanay, Gorenne, Isabelle, Goubert, Laure, Goujard, Cécile, Goulenok, Tiphaine, Grable, Margarite, Graf, Jeronimo, Grandin, Edward Wilson, Granier, Pascal, Grasselli, Giacomo, Grazioli, Lorenzo, Green, Christopher A., Greene, Courtney, Greenhalf, William, Greffe, Segolène, Grieco, Domenico Luca, Griffee, Matthew, Griffiths, Fiona, Grigoras, Ioana, Groenendijk, Albert, Lordemann, Anja Grosse, Gruner, Heidi, Gu, Yusing, Guarracino, Fabio, Guedj, Jérémie, Guego, Martin, Guellec, Dewi, Guerguerian, Anne-Marie, Guerreiro, Daniela, Guery, Romain, Guillaumot, Anne, Guilleminault, Laurent, de Castro, Maisa Guimarães, Guimard, Thomas, Haalboom, Marieke, Haber, Daniel, Habraken, Hannah, Hachemi, Ali, Hackmann, Amy, Hadri, Nadir, Haidri, Fakhir, Hakak, Sheeba, Hall, Adam, Hall, Matthew, Halpin, Sophie, Hameed, Jawad, Hamer, Ansley, Hamers, Raph L., Hamidfar, Rebecca, Hammarström, Bato, Hammond, Terese, Han, Lim Yuen, Haniffa, Rashan, Hao, Kok Wei, Hardwick, Hayley, Harrison, Ewen M., Harrison, Janet, Harrison, Samuel Bernard Ekow, Hartman, Alan, Hasan, Mohd Shahnaz, Hashmi, Junaid, Hashmi, Madiha, Hayes, Ailbhe, Hays, Leanne, Heerman, Jan, Heggelund, Lars, Hendry, Ross, Hennessy, Martina, Henriquez-Trujillo, Aquiles, Hentzien, Maxime, Hernandez-Montfort, Jaime, Herr, Daniel, Hershey, Andrew, Hesstvedt, Liv, Hidayah, Astarini, Higgins, Dawn, Higgins, Eibhilin, Hinchion, Rita, Hinton, Samuel, Hiraiwa, Hiroaki, Hirkani, Haider, Hitoto, Hikombo, Ho, Antonia, Ho, Yi Bin, Hoctin, Alexandre, Hoffmann, Isabelle, Hoh, Wei Han, Hoiting, Oscar, Holt, Rebecca, Holter, Jan Cato, Horby, Peter, Horcajada, Juan Pablo, Hoshino, Koji, Hoshino, Kota, Houas, Ikram, Hough, Catherine L., Houltham, Stuart, Hsu, Jimmy Ming-Yang, Hulot, Jean-Sébastien, Huo, Stella, Hussain, Iqbal, Ijaz, Samreen, Illes, Hajnal-Gabriela, Imbert, Patrick, Imran, Mohammad, Sikander, Rana Imran, Imtiaz, Aftab, Inácio, Hugo, Dominguez, Carmen Infante, Ing, Yun Sii, Iosifidis, Elias, Ippolito, Mariachiara, Isgett, Sarah, Isidoro, Tiago, Ismail, Nadiah, Isnard, Margaux, Istre, Mette Stausland, Itai, Junji, Ito, Asami, Ivulich, Daniel, Jaafar, Danielle, Jaafoura, Salma, Jabot, Julien, Jackson, Clare, Jamieson, Nina, Jaquet, Pierre, Jassat, Waasila, Jaud-Fischer, Coline, Jaureguiberry, Stéphane, Javidfar, Jeffrey, Jaworsky, Denise, Jego, Florence, Jelani, Anilawati Mat, Jenum, Synne, Jimbo-Sotomayor, Ruth, Joe, Ong Yiaw, García, Ruth N. Jorge, Jørgensen, Silje Bakken, Joseph, Cédric, Joseph, Mark, Joshi, Swosti, Jourdain, Mercé, Jouvet, Philippe, June, Jennifer, Jung, Anna, Jung, Hanna, Juzar, Dafsah, Kafif, Ouifiya, Kaguelidou, Florentia, Kaisbain, Neerusha, Kaleesvran, Thavamany, Kali, Sabina, Kalicinska, Alina, Kalleberg, Karl Trygve, Kalomoiri, Smaragdi, Kamaluddin, Muhammad Aisar Ayadi, Kamaruddin, Zul Amali Che, Kamarudin, Nadiah, Kamineni, Kavita, Kandamby, Darshana Hewa, Kandel, Chris, Kang, Kong Yeow, Kanwal, Darakhshan, Kanyawati, Dyah, Karpayah, Pratap, Karsies, Todd, Kartsonaki, Christiana, Kasugai, Daisuke, Kataria, Anant, Katz, Kevin, Kaur, Aasmine, Kawasaki, Tatsuya, Kay, Christy, Keane, Hannah, Keating, Seán, Kedia, Pulak, Kelly, Andrea, Kelly, Aoife, Kelly, Claire, Kelly, Niamh, Kelly, Sadie, Kelly, Yvelynne, Kelsey, Maeve, Kennedy, Ryan, Kennon, Kalynn, Keomany, Sommay, Kernan, Maeve, Kerroumi, Younes, Keshav, Sharma, Kestelyn, Evelyne, Khalid, Imrana, Khalid, Osama, Khalil, Antoine, Khan, Coralie, Khan, Irfan, Khan, Quratul Ain, Khanal, Sushil, Khatak, Abid, Khawaja, Amin, Kherajani, Krish, Kho, Michelle E., Khoo, Denisa, Khoo, Ryan, Khoo, Saye, Khoso, Nasir, Kiat, Khor How, Kida, Yuri, Kihuga, Harrison, Kiiza, Peter, Granerud, Beathe Kiland, Kildal, Anders Benjamin, Kim, Jae Burm, Kimmoun, Antoine, Kindgen-Milles, Detlef, King, Alexander, Kitamura, Nobuya, Kjetland, Eyrun Floerecke Kjetland, Klenerman, Paul, Klont, Rob, Bekken, Gry Kloumann, Knight, Stephen R, Kobbe, Robin, Kodippily, Chamira, Vasconcelos, Malte Kohns, Koirala, Sabin, Komatsu, Mamoru, Korten, Volkan, Kosgei, Caroline, Kpangon, Arsène, Krawczyk, Karolina, Krishnan, Sudhir, Krishnan, Vinothini, Kruglova, Oksana, Kumar, Deepali, Kumar, Ganesh, Kumar, Mukesh, Vecham, Pavan Kumar, Kuriakose, Dinesh, Kurtzman, Ethan, Kusumastuti, Neurinda Permata, Kutsogiannis, Demetrios, Kutsyna, Galyna, Kyriakoulis, Konstantinos, L’Her, Erwan, Lachatre, Marie, Lacoste, Marie, Laffey, John G., Lagrange, Marie, Laine, Fabrice, Lairez, Olivier, Lakhey, Sanjay, Lalueza, Antonio, Lambert, Marc, Lamontagne, François, Langelot-Richard, Marie, Langlois, Vincent, Lantang, Eka Yudha, Lanza, Marina, Laouénan, Cédric, Laribi, Samira, Lariviere, Delphine, Lasry, Stéphane, Lath, Sakshi, Latif, Naveed, Launay, Odile, Laureillard, Didier, Lavie-Badie, Yoan, Law, Andrew, Law, Andy, Lawrence, Cassie, Lawrence, Teresa, Le, Minh, Le Bihan, Clément, Le Bris, Cyril, Le Falher, Georges, Le Fevre, Lucie, Le Hingrat, Quentin, Le Maréchal, Marion, Le Mestre, Soizic, Le Moal, Gwenaël, Le Moing, Vincent, Le Nagard, Hervé, Le Turnier, Paul, Leal, Ema, Santos, Marta Leal, Lee, Biing Horng, Lee, Heng Gee, Lee, James, Lee, Su Hwan, Lee, Todd C., Lee, Yi Lin, Leeming, Gary, Lefebvre, Bénédicte, Lefebvre, Laurent, Lefevre, Benjamin, LeGac, Sylvie, Lelievre, Jean-Daniel, Lellouche, François, Lemaignen, Adrien, Lemee, Véronique, Lemeur, Anthony, Lemmink, Gretchen, Lene, Ha Sha, Lennon, Jenny, León, Rafael, Leone, Marc, Leone, Michela, Lepiller, Quentin, Lescure, François-Xavier, Lesens, Olivier, Lesouhaitier, Mathieu, Lester-Grant, Amy, Letizia, Andrew, Levy, Bruno, Levy, Yves, Levy-Marchal, Claire, Lewandowska, Katarzyna, Bassi, Gianluigi Li, Liang, Janet, Liaquat, Ali, Liegeon, Geoffrey, Lim, Kah Chuan, Lim, Wei Shen, Lima, Chantre, Lina, Bruno, Lina, Lim, Lind, Andreas, Lingad, Maja Katherine, Lingas, Guillaume, Lion-Daolio, Sylvie, Lissauer, Samantha, Liu, Keibun, Livrozet, Marine, Lizotte, Patricia, Loforte, Antonio, Lolong, Navy, Loon, Leong Chee, Lopes, Diogo, Lopez-Colon, Dalia, Loschner, Anthony L., Loubet, Paul, Loufti, Bouchra, Louis, Guillame, Lourenco, Silvia, Lovelace-Macon, Lara, Low, Lee Lee, Lowik, Marije, Loy, Jia Shyi, Lucet, Jean Christophe, Bermejo, Carlos Lumbreras, Luna, Carlos M., Lungu, Olguta, Luong, Liem, Luque, Nestor, Luton, Dominique, Lwin, Nilar, Lyons, Ruth, Maasikas, Olavi, Mabiala, Oryane, MacDonald, Sarah, Machado, Moïse, Macheda, Gabriel, Sanchez, Juan Macias, Madhok, Jai, Madiha, Hashmi, de la Calle, Guillermo Maestro, Magara, Jacob, Maglietta, Giuseppe, Mahieu, Rafael, Mahy, Sophie, Maia, Ana Raquel, Maier, Lars S., Maillet, Mylène, Maitre, Thomas, Majori, Maria, Malfertheiner, Maximilian, Malik, Nadia, Mallon, Paddy, Maltez, Fernando, Malvy, Denis, Mammi, Patrizia, Manda, Victoria, Mandei, Jose M., Mandelbrot, Laurent, Manetta, Frank, Mankikian, Julie, Manning, Edmund, Manuel, Aldric, Malaque, Ceila Maria Sant’Ana, Marino, Daniel, Marino, Flávio, Markowicz, Samuel, Eid, Charbel Maroun, Marques, Ana, Marquis, Catherine, Marsh, Brian, Marsh, Laura, Marshal, Megan, Marshall, John, Martelli, Celina Turchi, Martin, Dori-Ann, Martin, Emily, Martin-Blondel, Guillaume, Martin-Loeches, Ignacio, Martin-Quiros, Alejandro, Martinelli, Alessandra, Martinot, Martin, Martins, Ana, Martins, João, Martins, Nuno, Rego, Caroline Martins, Martucci, Gennaro, Martynenko, Olga, Marwali, Eva Miranda, Marzukie, Marsilla, Jimenez, Juan Fernado Masa, Maslove, David, Mason, Phillip, Mason, Sabina, Masood, Sobia, Nor, Basri Mat, Matan, Moshe, Fernandes, Henrique Mateus, Mathew, Meghena, Mathieu, Daniel, Mattei, Mathieu, Matulevics, Romans, Maulin, Laurence, Maxwell, Michael, Maynar, Javier, Mayxay, Mayfong, Mazzoni, Thierry, Mc Evoy, Natalie, Mc Sweeney, Lisa, McArthur, Colin, McCarthy, Aine, McCarthy, Anne, McCloskey, Colin, McConnochie, Rachael, McDermott, Sherry, McDonald, Sarah E., McElroy, Aine, McElwee, Samuel, McEneany, Victoria, McGeer, Allison, McKay, Chris, McKeown, Johnny, McLean, Kenneth A., McNally, Paul, McNicholas, Bairbre, McPartlan, Elaine, Meaney, Edel, Mear-Passard, Cécile, Mechlin, Maggie, Meher, Maqsood, Mehkri, Omar, Mele, Ferruccio, Melo, Luis, Memon, Kashif, Mendes, Joao, Menkiti, Ogechukwu, Menon, Kusum, Mentré, France, Mentzer, Alexander J., Mercier, Emmanuelle, Mercier, Noémie, Merckx, Antoine, Mergeay-Fabre, Mayka, Mergler, Blake, Merson, Laura, Meschi, Tiziana, Mesquita, António, Meta, Roberta, Metwally, Osama, Meybeck, Agnès, Meyer, Dan, Meynert, Alison M., Meysonnier, Vanina, Meziane, Amina, Mezidi, Mehdi, Michelagnoli, Giuliano, Michelanglei, Céline, Michelet, Isabelle, Mihelis, Efstathia, Mihnovit, Vladislav, Miranda-Maldonado, Hugo, Misnan, Nor Arisah, Mohamed, Nik Nur Eliza, Mohamed, Tahira Jamal, Moin, Asma, Molina, David, Molinos, Elena, Molloy, Brenda, Mone, Mary, Monteiro, Agostinho, Montes, Claudia, Montrucchio, Giorgia, Moore, Sarah, Moore, Shona C., Cely, Lina Morales, Moro, Lucia, Tutillo, Diego Rolando Morocho, Morton, Ben, Motherway, Catherine, Motos, Ana, Mouquet, Hugo, Perrot, Clara Mouton, Moyet, Julien, Mudara, Caroline, Mufti, Aisha Kalsoom, Muh, Ng Yong, Muhamad, Dzawani, Mullaert, Jimmy, Müller, Fredrik, Müller, Karl Erik, Munblit, Daniel, Muneeb, Syed, Munir, Nadeem, Munshi, Laveena, Murphy, Aisling, Murphy, Lorna, Murris, Marlène, Murthy, Srinivas, Musaab, Himed, Mutti, Carlotta, Muvindi, Himasha, Muyandy, Gugapriyaa, Myrodia, Dimitra Melia, Mohd-Hanafiah, Farah Nadia, Nagpal, Dave, Narasimhan, Mangala, Narayanan, Nageswaran, Khan, Rashid Nasim, Nazerali-Maitland, Alasdair, Neant, Nadège, Neb, Holger, Necsoi, Coca, Nekliudov, Nikita A., Nelwan, Erni, Neto, Raul, Neumann, Emily, Neves, Bernardo, Ng, Pauline Yeung, Ng, Wing Yiu, Nghi, Anthony, Ngure, Jane, Nguyen, Duc, Choileain, Orna Ni, Leathlobhair, Niamh Ni, Nichol, Alistair, Nitayavardhana, Prompak, Nonas, Stephanie, Noordin, Nurul Amani Mohd, Noret, Marion, Norharizam, Nurul Faten Izzati, Norman, Lisa, Notari, Alessandra, Noursadeghi, Mahdad, Nowicka, Karolina, Nowinski, Adam, Nseir, Saad, Nunez, Jose I., Nurnaningsih, Nurnaningsih, Nusantara, Dwi Utomo, Nyamankolly, Elsa, Nygaard, Anders Benteson, Brien, Fionnuala O., Callaghan, Annmarie O., O’Callaghan, Annmarie, O’Donnell, Max, O’Halloran, Sophie, O’Hearn, Katie, O’Neil, Conar, O’Shea, Linda, O’Sullivan, Miriam, Occhipinti, Giovanna, OConnor, Derbrenn, Ogston, Tawnya, Ogura, Takayuki, Oh, Tak-Hyuk, Ohshimo, Shinichiro, Oldakowska, Agnieszka, Oliveira, João, Oliveira, Larissa, Olliaro, Piero L., Ong, David S. Y., Ong, Jee Yan, Oosthuyzen, Wilna, Opavsky, Anne, Openshaw, Peter, Orakzai, Saijad, Orozco-Chamorro, Claudia Milena, Orquera, Andrés, Ortoleva, Jamel, Osatnik, Javier, Othman, Siti Zubaidah, Otiku, Paul, Ouamara, Nadia, Ouissa, Rachida, Owyang, Clark, Oziol, Eric, Pagadoy, Maïder, Pages, Justine, Palacios, Amanda, Palacios, Mario, Palmarini, Massimo, Panarello, Giovanna, Panda, Prasan Kumar, Paneru, Hem, Pang, Lai Hui, Panigada, Mauro, Pansu, Nathalie, Papadopoulos, Aurélie, Parducci, Paolo, Oña, Edwin Fernando Paredes, Parke, Rachael, Parker, Melissa, Parra, Briseida, Parrini, Vieri, Pasha, Taha, Pasquier, Jérémie, Pastene, Bruno, Patauner, Fabian, Patel, Drashti, Pathmanathan, Mohan Dass, Patrão, Luís, Patricio, Patricia, Patrier, Juliette, Patrizi, Laura, Patterson, Lisa, Pattnaik, Rajyabardhan, Paul, Christelle, Paul, Mical, Paulos, Jorge, Paxton, William A., Payen, Jean-François, Peariasamy, Kalaiarasu, Jiménez, Miguel Pedrera, Peek, Giles J., Peelman, Florent, Peiffer-Smadja, Nathan, Peigne, Vincent, Pejkovska, Mare, Pelosi, Paolo, Peltan, Ithan D., Pereira, Rui, Perez, Daniel, Periel, Luis, Perpoint, Thomas, Pesenti, Antonio, Pestre, Vincent, Petrou, Lenka, Petrov-Sanchez, Ventzislava, Petrovic, Michele, Pettersen, Frank Olav, Peytavin, Gilles, Pharand, Scott, Phonemixay, Ooyanong, Piagnerelli, Michael, Picard, Walter, Picone, Olivier, de Piero, Maria, Pierobon, Carola, Piersma, Djura, Pimentel, Carlos, Pinto, Raquel, Pires, Catarina, Pironneau, Isabelle, Piroth, Lionel, Pisi, Roberta, Pitaloka, Ayodhia, Pius, Riinu, Piva, Simone, Plantier, Laurent, Png, Hon Shen, Poissy, Julien, Pokeerbux, Ryadh, Pokorska-Spiewak, Maria, Poli, Sergio, Pollakis, Georgios, Ponscarme, Diane, Popielska, Jolanta, Porto, Diego Bastos, Post, Andra-Maris, Postma, Douwe F., Povoa, Pedro, Póvoas, Diana, Powis, Jeff, Prapa, Sofia, Praphasiri, Viladeth, Preau, Sébastien, Prebensen, Christian, Preiser, Jean-Charles, Prinssen, Anton, Pritchard, Mark G., Priyadarshani, Gamage Dona 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Skogen, Vegard, Smith, Sue, Smood, Benjamin, Smyth, Coilin, Smyth, Michelle, Snacken, Morgane, So, Dominic, Soh, Tze Vee, Solberg, Lene Bergendal, Solomon, Joshua, Solomon, Tom, Somers, Emily, Sommet, Agnès, Song, Myung Jin, Song, Rima, Song, Tae, Chia, Jack Song, Sonntagbauer, Michael, Soom, Azlan Mat, Søraas, Arne, Søraas, Camilla Lund, Sotto, Alberto, Soum, Edouard, Sousa, Ana Chora, Sousa, Marta, Uva, Maria Sousa, Souza-Dantas, Vicente, Sperry, Alexandra, Spinuzza, Elisabetta, Darshana, B. P. 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W., Tveita, Anders, Twardowski, Pawel, Uchiyama, Makoto, Udayanga, P G Ishara, Udy, Andrew, Ullrich, Roman, Uribe, Alberto, Usman, Asad, Uyeki, Timothy M., Vajdovics, Cristinava, Val-Flores, Luís, Valentini, Piero, Valle, Ana Luiza, Valran, Amélie, Valzano, Ilaria, Van de Velde, Stijn, van den Berge, Marcel, Van der Feltz, Machteld, van der Palen, Job, van der Valk, Paul, Van Der Vekens, Nicky, Van der Voort, Peter, Van Der Werf, Sylvie, van Dyk, Marlice, van Gulik, Laura, Van Hattem, Jarne, van Netten, Carolien, Van Twillert, Gitte, van Veen, Ilonka, Vanel, Noémie, Vanoverschelde, Henk, Varghese, Pooja, Varrone, Michael, Vasudayan, Shoban Raj, Vauchy, Charline, Veeran, Shaminee, Veislinger, Aurélie, Vencken, Sebastian, Ventura, Sara, Verbon, Annelies, Vickers, James, Vidal, José Ernesto, Vieira, César, Vijayan, Deepak, Villanueva, Joy Ann, Villar, Judit, Villeneuve, Pierre-Marc, Villoldo, Andrea, Van Vinh Chau, Nguyen, Vishwanathan, Gayatri, Visseaux, Benoit, Visser, Hannah, Vitiello, Chiara, Vongsouvath, Manivanh, Vonkeman, Harald, Vuotto, Fanny, Wahab, Noor Hidayu, Wahab, Suhaila Abdul, Wahid, Nadirah Abdul, Wainstein, Marina, Shukeri, Wan Fadzlina Wan Muhd, Wang, Chih-Hsien, Webb, Steve, Wei, Jia, Weil, Katharina, Wen, Tan Pei, Wesselius, Sanne, West, T. Eoin, Wham, Murray, Whelan, Bryan, White, Nicole, Wicky, Paul Henri, Wiedemann, Aurélie, Wijaya, Surya Otto, Wille, Keith, Willems, Suzette, Williams, Virginie, Wils, Evert-Jan, Wong, Calvin, Wong, Teck Fung, Wong, Xin Ci, Wong, Yew Sing, Wright, Natalie, Xian, Gan Ee, Xian, Lim Saio, Xuan, Kuan Pei, Xynogalas, Ioannis, Yacoub, Sophie, Yakop, Siti Rohani Binti Mohd, Yamazaki, Masaki, Yazdanpanah, Yazdan, Hing, Nicholas Yee Liang, Yelnik, Cécile, Yeoh, Chian Hui, Yerkovich, Stephanie, Yiaye, Touxiong, Yokoyama, Toshiki, Yonis, Hodane, Yousif, Obada, Yuliarto, Saptadi, Zaaqoq, Akram, Zabbe, Marion, Zacharowski, Kai, Zahid, Masliza, Zahran, Maram, Zaidan, Nor Zaila Binti, Zambon, Maria, Zambrano, Miguel, Zanella, Alberto, Zawadka, Konrad, Zaynah, Nurul, Zayyad, Hiba, Zoufaly, Alexander, Zucman, David, Fryer, Daniel Vidali, Duque, Sara, Fuentes, Yuli V., Baruch, Joaquin, Beane, Abi, Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), CHU Pontchaillou [Rennes], ARN régulateurs bactériens et médecine (BRM), Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique ), Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2)), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Centre National de Référence des virus des infections respiratoires (dont la grippe) - National Reference Center Virus Influenzae [Paris] (CNR - laboratoire coordonnateur), Institut Pasteur [Paris] (IP)-Université Paris Cité (UPCité), University of La Sabana = Universitad de la Sabana, University of Queensland [Brisbane], University of British Columbia (UBC), University of Oxford, The investigators acknowledge: This work is part of the Grand Challenges ICODA pilot initiative, delivered by Health Data Research UK and funded by the Bill & Melinda Gates Foundation and the Minderoo Foundation. The philanthropic support of the donors to the University of Oxford’s COVID-19 Research Response Fund, UK Foreign, Commonwealth and Development Office and Wellcome [215091/Z/18/Z and 220757/Z/20/Z], the Bill & Melinda Gates Foundation [OPP1209135], the National Institute for Health Research (NIHR, award CO-CIN-01), the Medical Research Council (MRC, grant MC_PC_19059), the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with Public Health England (PHE)(award 200907), NIHR HPRU in Respiratory Infections at Imperial College London with PHE (award 200927), Liverpool Experimental Cancer Medicine Centre (grant C18616/A25153), NIHR Biomedical Research Centre at Imperial College London (award IS-BRC-1215-20013), NIHR Clinical Research Network (infrastructure support), CIHR Coronavirus Rapid Research Funding Opportunity OV2170359 and was coordinated out of Sunnybrook Research Institute, the endorsement of the Irish Critical Care- Clinical Trials Group, co-ordinated in Ireland by the Irish Critical Care- Clinical Trials Network at University College Dublin and funded by the Health Research Board of Ireland [CTN-2014-12], Rapid European COVID-19 Emergency Response research (RECOVER) [H2020 project 101003589], European Clinical Research Alliance on Infectious Diseases (ECRAID) [965313], COVID clinical management team, AIIMS, Rishikesh, India, Cambridge NIHR Biomedical Research Centre, the dedication and hard work of the Groote Schuur Hospital Covid ICU Team, the Groote Schuur nursing and University of Cape Town registrar bodies coordinated by the Division of Critical Care at the University of Cape Town, Wellcome Trust fellowship [205228/Z/16/Z], the Liverpool School of Tropical Medicine, the University of Oxford, the dedication and hard work of the Norwegian SARS-CoV-2 study team, the Research Council of Norway grant no 312780, a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner, Innovative Medicines Initiative Joint Undertaking under Grant Agreement No. 115523 COMBACTE, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007–2013) and EFPIA companies, in-kind contribution, preparedness work conducted by the Short Period Incidence Study of Severe Acute Respiratory Infection, Stiftungsfonds zur Förderung der Bekämpfung der Tuberkulose und anderer Lungenkrankheiten of the City of Vienna, Project Number: APCOV22BGM, Italian Ministry of Health 'Fondi Ricerca corrente–L1P6' to IRCCS Ospedale Sacro Cuore–Don Calabria, Australian Department of Health grant (3273191), Gender Equity Strategic Fund at University of Queensland, Artificial Intelligence for Pandemics (A14PAN) at University of Queensland, the Australian Research Council Centre of Excellence for Engineered Quantum Systems (EQUS, CE170100009), the Prince Charles Hospital Foundation, Australia, UK Medical Research Council Clinical Research Training Fellowship MR/V001671/1, Instituto de Salud Carlos III, Ministerio de Ciencia, Spain, Brazil, National Council for Scientific and Technological Development Scholarship number 303953/2018-7, Firland Foundation, Shoreline, Washington, USA, the French COVID cohort (NCT04262921) is sponsored by INSERM and is funding by the REACTing (REsearch & ACtion emergING infectious diseases) consortium and by a grant of the French Ministry of Health (PHRC n°20-0424). This work uses Data/Material provided by patients and collected by the NHS as part of their care and support #DataSavesLives. The Data/materials used for this research were obtained from ISARIC4C. ISARIC4C Investigators collated the COVID-19 Clinical Information Network (CO-CIN) data., European Project: 101003589, H2020-SC1-PHE-CORONAVIRUS-2020,RECOVER(2020), Bill & Melinda Gates Foundation, Minderoo Foundation, Commonwealth Foundation, Wellcome Trust, National Institute for Health Research (UK), Medical Research Council (UK), University of Liverpool, Imperial College London, Canadian Institutes of Health Research, Sunnybrook Research Institute, Health Research Board (Ireland), European Commission, All India Institute of Medical Science, University of Cape Town, Research Council of Norway, Innovative Medicines Initiative, Governo Italiano, University of Queensland, Australian Research Council, Prince Charles Hospital Foundation, Instituto de Salud Carlos III, Institut National de la Santé et de la Recherche Médicale (France), Conselho Nacional de Desenvolvimento Científico e Tecnológico (Brasil), Garcia-Gallo, Esteban, Merson, Laura, Kennon, Kalynn, Kelly, Sadie, Citarella, Barbara Wanjiru, Fryer, Daniel Vidali, Shrapnel, Sally, Lee, Jame, Duque, Sara, Fuentes, Yuli V, Balan, Valeria, Smith, Sue, Wei, Jia, Gonçalves, Bronner P, Russell, Clark D, Sigfrid, Louise, Dagens, Andrew, Olliaro, Piero L, Baruch, Joaquin, Kartsonaki, Christiana, Dunning, Jake, Rojek, Amanda, Rashan, Aasiyah, Beane, Abi, Murthy, Sriniva, Reyes, Luis Felipe, ISARIC Clinical Characterization Group: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Kamal Abu Jabal, Hiba Abu Zayyad, Subhash Acharya, Andrew Acker, Shingo Adachi, Elisabeth Adam, Enrico Adriano, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Marina Aiello, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Tala Al-Dabbous, Abdulrahman Al-Fares, Razi Alalqam, Angela Alberti, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Huda Alfoudri, Adam Ali, Imran Ali, Naseem Ali Shah, Naseem Ali Sheikh, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, João Melo Alves, Rita Alves, Maria Amaral, Nur Amira, Heidi Ammerlaan, Phoebe Ampaw, Roberto Andini, Claire Andrejak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Kazi Rubayet Anwar, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Ana Aroca, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Motohiro Asaki, Angel Asensio, Elizabeth Ashley, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, A M Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Eyvind W Axelsen, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Roar Bævre-Jensen, Nadia Baig, J Kenneth Baillie, J Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Andriy Bal, Mohanaprasanth Balakrishnan, Valeria Balan, Firouzé Bani-Sadr, Renata Barbalho, Nicholas Yuri Barbosa, Wendy S Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Audrey Barrelet, Cleide Barrigoto, Marie Bartoli, Cheryl Bartone, Joaquín Baruch, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Abigail Beane, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Karine Beiruti, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare, Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Dehbia Benkerrou, Suzanne Bennett, Luís Bento, Jan-Erik Berdal, Delphine Bergeaud, Hazel Bergin, José Luis Bernal Sobrino, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Adam Betz, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, 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Veena, Bhatt, Amar, Echeverria, Marco, Fiorda, Juan, Gonzalez, Alicia, Mokadam, Nahush A., McKeown, Johnny, Pasek, Joshua, Shi, Haixia, Uribe, Alberto, Moreno, Rita, Zakhary, Bishoy, Johnson, Hannah, Pow, Nolan, Cavana, Marco, Cucino, Alberto, Foti, Giuseppe, Giani, Marco, Russotto, Vincenzo, Castagna, Valentina, Dell’Amore, Andrea, Shum, Hoi-Ping, Vuysteke, Alain, Usman, Asad, Acker, Andrew, Mergler, Blake, Rizer, Nicolas, Sertic, Federico, Smood, Benjamin, Sperry, Alexandra, Subramanian, Madhu, Lolong, Navy, Akmal, Ernita, Burhan, Erlina, Rasmin, Menaldi, Naivedh, Bhat, Sitompu, Faya, Barrett, Peter, Daugherty, Julia, Dean, David, Loforte, Antonio, Khan, Irfan, DeSantis, Olivia, Quraishi, Mohammed Abraar, Salt, Gavin, So, Dominic, Kandamby, Darshana, Mandei, Jose M., Natanael, Hans, YudhaLantang, Eka, Lantang, Anastasia, Jung, Anna, Hammond, Terese, Ng, George, Ng, Wing Yiu, Yeung, Pauline, Adachi, Shingo, Blanco, Pablo, Prieto, Ana, Sánchez, Jesús, Nicholson, Meghan, Farquharson, Michael, Butt, Warwick, Serratore, Alyssa, Delzoppo, Carmel, Janin, Pierre, Yarad, Elizabeth, Totaro, Richard, Coles, Jennifer, Balk, Robert, Fox, Samuel, Hays, James, Kapania, Esha, Mishin, Pavel, Vissing, Andy, Yantosh, Garrett, Yuliarto, Saptadi, Santoso, Kohar Hari, Djajalaksana, Susanthy, Fatoni, Arie Zainul, Fukuda, Masahiro, Liu, Keibun, Pelosi, Paolo, Battaglini, Denise, Jiménez, Juan Fernando Masa, Gaião, Sérgio, Roncon-Albuquerque, Roberto, Buchner, Jessica, Cho, Young-Jae, Lee, Sang Min, Lee, Su Hwan, Kawasaki, Tatsuya, Sakiyalak, Pranya, Nitayavardhana, Prompak, Seitz, Tamara, Arora, Rakesh, Kent, David, Parwar, Swapnil, Cheng, Andrew, Miller, Jennene, Marino, Daniel, Deacon, Jillian E., Fujitani, Shigeki, Shimizu, Naoki, Madhok, Jai, Owyang, Clark, Buscher, Hergen, Reynolds, Claire, Maasikas, Olavi, Beljantsev, Aleksandr, Mihnovits, Vladislav, Akimoto, Takako, Aizawa, Mariko, Horibe, Kanako, Onodera, Ryota, Young, Meredith, Smith, Timothy, Bartone, Cheryl, George, Timothy, Shekar, Kiran, McGuinness, Niki, Irvine, Lacey, Flynn, Brigid, Houchin, Abigail, Shimizu, Keiki, Hamaguchi, Jun, Lussier, Leslie, Kersker, Grace, Reich, John Adam, Lotz, Gösta, Malfertheiner, Maximilian, Dreier, Esther, Maier, Lars, Kusumastuti, Neurinda Permata, McCloskey, Colin, Dabaliz, Al-Awwab, Elshazly, Tarek B., Smith, Josiah, Szuldrzynski, Konstanty S., Bielański, Piotr, Hakeem, Yusuff, Wille, Keith, Holt, Rebecca, Parhar, Ken Kuljit S., Fiest, Kirsten M., Codan, Cassidy, Shahid, Anmol, Fayed, Mohamed, Evans, Timothy, Garcia, Rebekah, Gutierrez, Ashley, Song, Tae, Rose, Rebecca, Bennett, Suzanne, Richardson, Denise, Peek, Giles, Lopez-Colon, Dalia, Arora, Lovkesh, Rappapport, Kristina, Rudolph, Kristina, Sibenaller, Zita, Stout, Lori, Walter, Alicia, Herr, Daniel, Vedadi, Nazli, Sindt, Lace, Ewald, Cale, Hoffman, Julie, Rajnic, Sean, Thompson, Shaun, Kennedy, Ryan, Griffee, Matthew, Ciullo, Anna, Kida, Yuri, Roca, Ricard Ferrer, Alegre, Cynthia, Contreras, Sofia, Riera, JordI, Kay, Christy, Fischer, Irene, Renner, Elizabeth, Taniguci, Hayato, Abbate, Gabriella, Hassan, Halah, Heinsar, Silver, Karnik, Varun A., Ki, Katrina, O’Neill, Hollier F., Obonyo, Nchafatso, Pimenta, Leticia Pretti, Reid, Janice D., Sato, Kei, Wildi, Karin S., Wood, Emily S., Yerkovich, Stephanie, RS: Carim - V04 Surgical intervention, CTC, MUMC+: MA Med Staf Spec CTC (9), and Consortium, COVID-19 Critical Care

Abdukahil, Sheryl, Hssain, Ali, Tamlihat, Younes, Alidjnou, Kazali, de Brito, Carlos, Assie, Jean, Rincon, Diego, Humaid, Felwa, Bosse, Hans, Calvache, Jose, Carrier, François, Cavalli, Giulio, Cheng, Matthew, Cho, Hwa, Cho, Sung, Cidade, Jose, Herreros, Jose, Citarella, Barbara, Colombo, Sebastiano, Corpuz, Arianne, D’orleans, Charles, de Oliveira França, Rafael, Dewayanti, Santi, Diaz, Juan, Douglas, James, Mangoni, Emanuele, Dyrhol-Riise, Anne, Vidal, José, Sanharawi, Mohammed, Everding, Anna, Fatoni, Arie, Devouge, Eglantine, Florio, Letizia, Fonseca, Claudio, Freire, Marcela, Ribeiro, Ana, Curto, Elena, Morlaes, Louis, Grandin, Edward, Grieco, Domenico, Lordemann, Anja, Ho, Antonia, Holter, Jan, Horcajada, Juan, Dominguez, Carmen, Sotomayor, Ruth, García, Ruth, Kandamby, Darshana, Johal, Simreen, Kildal, Anders, Bekken, Gry, Vasconcelos, Malte, Vecham, Pavan, Lantang, Eka, Santos, Marta, Lee, Su, Bassi, Gianluigi, Lim, Wei, Lucet, Jean, Müller, Karl, Sanchez, Juan, Maier, Lars, Sant, Ceila, Eid, Charbel, Martelli, Celina, Rego, Caroline, Marwali, Eva, Jimenez, Juan, Maldonado, Hugo, Tutillo, Diego, Perrot, Clara, Myrodia, Dimitra, Ng, Pauline, Ng, Wing, Choileain, Orna, Oinam, Budha, Oliveira, Ana, Orozco-Chamorro, Claudia, Panda, Prasan, Reyes, Luis, Rios, Ana, Nuñez, Maria, Abreu, Julia, Holten, Aleksander, Choez, Xavier, Shum, Hoi, Mohammed, Nassima, Silva, Maria, Sin, Wai, Song, Myung, Uva, Maria, Svistunov, Magdalena, Thuy, Duong, Vijayaraghavan, Bharath, Santos-Olmo, Rosario, Trieu, Huynh, Villanueva, Joy, Abdukahil, Sheryl Ann, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Acker, Andrew, Adachi, Shingo, Adam, Elisabeth, Adrião, Diana, Ainscough, Kate, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako, Al-Dabbous, Tala, Al-Fares, Abdulrahman, Al Qasim, Eman, Alalqam, Razi, Alex, Beatrice, Alexandre, Kévin, Alfoudri, Huda, Alidjnou, Kazali Enagnon, Aliudin, Jeffrey, Allavena, Clotilde, Allou, Nathalie, Alves, João, Alves, Rita, Amaral, Maria, Ammerlaan, Heidi, Ampaw, Phoebe, Andini, Roberto, Andrejak, Claire, Angheben, Andrea, Angoulvant, François, Ansart, Séverine, Antonelli, Massimo, de Brito, Carlos Alexandre Antunes, Arabi, Yaseen, Aragao, Irene, Arcadipane, Antonio, Arenz, Lukas, Arlet, Jean-Benoît, Arnold-Day, Christel, Arora, Lovkesh, Artaud-Macari, Elise, Asensio, Angel, Assie, Jean Baptiste, Atique, Anika, Auchabie, Johann, Aumaitre, Hugues, Azemar, Laurène, Azoulay, Cécile, Bach, Benjamin, Bachelet, Delphine, Baillie, J. 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Kasugai, Daisuke, Katz, Kevin, Johal, Simreen Kaur, Keating, Sean, Kelly, Andrea, Kelly, Sadie, Kennedy, Lisa, Kennon, Kalynn, Kerroumi, Younes, Kestelyn, Evelyne, Khalid, Imrana, Khalil, Antoine, Khan, Coralie, Khan, Irfan, Kho, Michelle, Khoo, Saye, Kida, Yuri, Kiiza, Peter, Kildal, Anders Benjamin, Kimmoun, Antoine, Kindgen-Milles, Detlef, Kitamura, Nobuya, Klenerman, Paul, Bekken, Gry Kloumann, Knight, Stephen, Kobbe, Robin, Vasconcelos, Malte Kohns, Korten, Volkan, Kosgei, Caroline, Krawczyk, Karolina, Vecham, Pavan Kumar, Kumar, Deepali, Kurtzman, Ethan, Kutsogiannis, Demetrios, Kyriakoulis, Konstantinos, L’her, Erwan, Lachatre, Marie, Lacoste, Marie, Laffey, John, Lagrange, Marie, Laine, Fabrice, Lambert, Marc, Lamontagne, François, Langelot-Richard, Marie, Lantang, Eka Yudha, Lanza, Marina, Laouénan, Cédric, Laribi, Samira, Lariviere, Delphine, Launay, Odile, Lavie-Badie, Yoan, Law, Andrew, Le Bihan, Clément, Le Bris, Cyril, Le Coustumier, Eve, Le Falher, Georges, Le Gac, 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A., Abe, R., Abel, L., Absil, L., Acker, A., Adachi, S., Adam, E., Adriao, D., Ainscough, K., Hssain, A. A., Tamlihat, Y. A., Akimoto, T., Al-Dabbous, T., Al-Fares, A., Al Qasim, E., Alalqam, R., Alex, B., Alexandre, K., Alfoudri, H., Alidjnou, K. E., Aliudin, J., Allavena, C., Allou, N., Alves, J., Alves, R., Amaral, M., Ammerlaan, H., Ampaw, P., Andini, R., Andrejak, C., Angheben, A., Angoulvant, F., Ansart, S., Antonelli, M., De Brito, C. A. A., Arabi, Y., Aragao, I., Arcadipane, A., Arenz, L., Arlet, J. -B., Arnold-Day, C., Arora, L., Artaud-Macari, E., Asensio, A., Assie, J. B., Atique, A., Auchabie, J., Aumaitre, H., Azemar, L., Azoulay, C., Bach, B., Bachelet, D., Baillie, J. K., Bak, E., Bakakos, A., Banisadr, F., Barbalho, R., Barclay, W. S., Barnikel, M., Barrelet, A., Barrigoto, C., Basmaci, R., Rincon, D. F. B., Bedossa, A., Behilill, S., Beljantsev, A., Bellemare, D., Beltrame, A., Beluze, M., Benech, N., Benkerrou, D., Bennett, S., Bento, L. 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C., Croonen, S., Crowl, G., Crump, J., Cruz, C., Csete, M., Cucino, A., Cullen, C., Cummings, M., Curley, G., Curlier, E., Custodio, P., D'Aragon, F., Da Silva Filipe, A., Da Silveira, C., D'Ortenzio, E., Dabaliz, A. -A., Dagens, A. B., Dalton, H., Dalton, J., Daneman, N., Dankwa, E. A., Dantas, J., De Castro, N., De Mendoza, D., De Oliveira Franca, R. F., De Rosa, R., De Silva, T., De Vries, P., Dean, D., Debray, M. -P., Dechert, W., Deconninck, L., Decours, R., Delacroix, I., Delavigne, K., Deligiannis, I., Dell'Amore, A., Delobel, P., Demonchy, E., Denis, E., Deplanque, D., Depuydt, P., Desai, M., Descamps, D., Desvallee, M., Dewayanti, S. R., Diallo, A., Diamantis, S., Dias, A., Diaz, J. J. D., Diaz, R., Didier, K., Diehl, J. -L., Dieperink, W., Dimet, J., Dinot, V., Diouf, A., Dishon, Y., Djossou, F., Docherty, A. B., Dong, A., Donnelly, C. A., Donnelly, M., Donohue, C., Dorival, C., Douglas, J. 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Y., Yacoub, S., Yamazaki, M., Yazdanpanah, Y., Yelnik, C., Yerkovich, S., Yokoyama, T., Yonis, H., Young, P., Yuliarto, S., Zabbe, M., Zacharowski, K., Zahran, M., Zambon, M., Zanella, A., Zawadka, K., Zayyad, H., Zoufaly, A., Zucman, D., Apollo - University of Cambridge Repository, Human genetics of infectious diseases: Complex predisposition (Equipe Inserm U1163), Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163), 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), Department of Mathematics and Statistics, Wichita State University, Service d'Anésthésie Réanimation [CHU Clermont-Ferrand], CHU Estaing [Clermont-Ferrand], CHU Clermont-Ferrand-CHU Clermont-Ferrand, Laboratoire Chrono-environnement (UMR 6249) (LCE), Centre National de la Recherche Scientifique (CNRS)-Université de Franche-Comté (UFC), Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC), Centre Hospitalier Régional Universitaire de Besançon (CHRU Besançon), Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), 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 ), Centre d'investigation clinique plurithématique Pierre Drouin [Nancy] (CIC-P), Centre d'investigation clinique [Nancy] (CIC), 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), Institut Pasteur [Paris] (IP), Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2)), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), This work was supported by the Department for International Development and Wellcome Trust [215091/Z/18/Z], the Bill and Melinda Gates Foundation [OPP1209135]. Country-specific support was provided by the Canadian Institutes of Health Research Coronavirus Rapid Research Funding Opportunity [OV2170359], the Health Research Board Ireland [CTN Award 2014-012], National Institute for Health Research (NIHR) [award CO-CIN-01], the Medical Research Council (MRC) [grant MC_PC_19059], the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with Public Health England (PHE), in collaboration with Liverpool School of Tropical Medicine and the University of Oxford [award 200907], NIHR HPRU in Respiratory Infections at Imperial College London with PHE [award 200927], Liverpool Experimental Cancer Medicine Centre [grant reference C18616/A25153], NIHR Biomedical Research Centre at Imperial College London [IS-BRC-1215-20013], EU Platform for European Preparedness Against (Re-)emerging Epidemics (PREPARE) [FP7 project 602525], National Institutes of Health (NIH) [UL1TR002240], and NIHR Clinical Research Network infrastructure support. We acknowledge the generous support of all ISARIC Partners who have contributed data and expertise to this analysis, with or without dedicated funding. The views expressed are those of the authors and not necessarily those of the funders or institutions listed above., European Project: 602525,EC:FP7:HEALTH,FP7-HEALTH-2013-INNOVATION-1,PREPARE(2014), Infectious diseases, 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), Laboratoire Chrono-environnement - CNRS - UBFC (UMR 6249) (LCE), 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), Critical care, Anesthesiology, Peri-operative and Emergency medicine (CAPE), Medical Research Council (MRC), National Institute for Health Research, UKRI MRC COVID-19 Rapid Response Call, UK Research and Innovation, and BOZEC, Erwan

Magdanz, Veronika, Gebauer, Johannes, Mahdy, Dalia, Simmchen, Juliane, Khalil, Islam S.M., Haliyo, Sinan, Sill, Albert, Zhou, Quan, Kallio, Pasi, Fatikow, Sergej, and Biomechanical Engineering

Magdanz, Veronika, primary, Gebauer, Johannes, additional, Mahdy, Dalia, additional, Simmchen, Juliane, additional, and Khalil, Islam S.M., additional

Gebauer, Johannes