Author: "Suzette Willems" - Searchworks@Jio Institute Digital Library Search Results

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1. Economic evaluation alongside the Probiotics to Prevent Severe Pneumonia and Endotracheal Colonization Trial (E-PROSPECT): study protocol

Author: Katie Ross, Dimitra Fleming, John Marshall, Najib Ayas, François Lellouche, Justin Lys, Ryan Zarychanski, Timothy Karachi, Deborah J Cook, Marie-Claude Tremblay, Jeremy Grushka, Dan Deckelbaum, Kosar Khwaja, Tarek Razek, Donald Griesdale, John Muscedere, David Maslove, Roupen Hatzakorzian, Patrick Archambault, Feng Xie, François Lauzier, Heather Smith, David Williamson, Emmanuel Charbonney, John Granton, Alyson Takaoka, Kwadwo Kyeremanteng, Miranda Hunt, Ian Ball, Victoria McCredie, Michaël Chasse, Jennifer LY Tsang, Jordi Mancebo, Peter Dodek, Emilie Belley-Cote, Neala Hoad, Melissa Shears, Mark Soth, Tracy Campbell, Geeta Mehta, Daniel Chen, Shane English, Maureen Meade, John Kim, Jie Meng, Richard Johnston, Jennie Johnstone, Norman Dewhurst, Panagiota Giannakouros, Laura García, John Ma, Dev Jayaraman, Pierre Cardinal, Vincent Issac Lau, John C Marshall, John Basmaji, Deborah Cook, Erick Duan, France Clarke, Mary Copland, Marnie Jakab, Nicole Zytaruk, Christa Connolly, Denise Davis, Catherine Eaton, Tracy Gallinas, Jean Lee-Yoo, Connie Lukinuk, Leia Musielak, Nancy Pavunkovic, Joy Pelayo, Kaitlyn Phillips, Catherine Pracsovics, Julia Raimondo, Vida Stankus, Christine Wallace, Angela Wright, Crystal Young, Katrina Fimiani, Lori Hand, Harjot Jagdey, Lisa Klotz, Alexana Sabev, Nevena Savija, Deanne Cosentino, Diane Lourenco, Julie Misina, Gita Sobhi, Mashari Alghuroba, Alia Khaled, Lauren Locco, Tina Millen, Ryan Vaisler, Maya Biljan, Brittany Marriott, Jan Frieich, Jennifer Hodder, Imrana Khalid, Julie Lee, Yoon Lee, Pragma Roy, Kurtis Salway, Gyan Sandhu, Marlene Santos, Orla Smith, Melissa Wang, Ann Dowbenka, Ann Kosinski, Terri Norrie, Ranjit Parhar, Laura Parsons, Johanna Proceviat, Gitana Ramonas, Mae Yuen, Maria Agda, Victoria Alcuaz, Betty Jean Ashley, Kelsey Brewer, Janice Palmer, Glen Brown, Mara Pavan, Stephen Lapinsky, Laveena Munshi, Maedean Brown, Brittany Giacomino, Alan Kraguljac, Sumesh Shah, Erik Tamberg, Laura Vergeer, Doret Cheng, Gagan Grewal, Anew Han, Holly Leung, Ioanna Mantas, Hilary Roigues, Anew Wyllie, Alexis Turgeon, Danny Barriault, David Bellemare, Anick Boivin, Sarah-Judith Breton, Eve Cloutier, Marjorie Daigle, Charles Delisle-Thibeault, Stéphanie Grenier, Gabrielle Guilbault, Caroline Léger, Catherine Ouellet, Élisabeth Gagne, Julie Gaueau, Claire Grégoire, Véronique Labbé, Ariane Laprise-Rochette, Caroline Ouellet, Mélanie Samson, Marie-David Simoneau, Virginie Turcotte, Tuong-Vi Tran, Lauralyn McIntyre, Joe Pagilarello, Gianni D’Egidio, Mike Hartwick, Jonathon Hooper, Gwynne Jones, Dal Kubelik, Hilary Meggison, Sherissa Microys, Dave Neiliovitz, Guiseppe Pagliarello, Rakesh Patel, Jo Po, Peter Reardon, Erin Rosenberg, Aimee Sarti, Anew Seely, Shelley Acres, Brigette Gomes, Heather Langlois, Liane Leclair, Sydney Miezitis, Kaitlyn Montroy, Rebecca Porteous, Shawna Reddie, Amanda Van Beinum, Allyshia Van Tol, Irene Watpool, Wendy Aikens, Marianne Cox, Anne-Marie Dugal, Susan Fetzer, Kathy Fraser, Jennifer Kuhn, Rob MacLeod, Susanne Richard, Dawn Rose, Sherry Weir, Bill Henderson, Mypinder Sekhon, Denise Foster, Suzie Logie, Judy Yip, Margaret Herridge, s Alberto Goffi, Eyal Golan, Elizabeth Wilcox, Jaimie Archer, Paulina Farias, Brooke Fraser, Cheryl Geen-Smith, Barbara Kosky, Anea Matte, Christina Pugliese, Priscila Robles, Lia Stenyk, Cristian Urrea, Karolina Walczak, Kyung Ae, Jane Ascroft, Fatima Haji, Rajvinder Kaur, Jane Lui, Sophia Mateo, Nga Pham, Tam Pham, Matthew Suen, Jennifer Teng, Gordon Wood, Daniel Ovakim, Fiona Auld, Gayle Camey, Ralph Fleming, Jennifer Good, Mandeep Manhas, Karin Boyd, Jane Dheere, Priscilia Robles, Muhammad Walid, Jill Westlund, Yoan Lamarche, Soazig Leguillan, Karim Serri, Colin Verdant, Yanick Beaulieu, Patrick Bellemare, Philippe Bernard, Marc Giasson, Véronique Brunette, Alexanos Cavayas, Émilie Lévesque, Halina Labikova, Julia Lainer Palacios, Marie-Ève Langlois, Virginie Williams, Thuy Anh Nguyen, Valérie Phaneuf, Frédérick D’Aragon, Charles St-Arnaud, Hector Quiroz, Virginie Bolduc, Elaine Carbonneau, Joannie Marchand, Marie-Hélène Masse, Sylvie Cloutier, Marianne Guay, Line Morin, Jessie Nicolson, Isabelle Paquette, Patricia Roy, France Théberge, Arnold S Kristof, Peter Goldberg, Sheldon Magder, Jason Shahin, Salman Qureshi, Josie Campisi, Vasilica Botan, Anissa Capilnean, Alyssa Corey, Annick Gagné, Jasmine Mian, Kathleen Normandin, Ash Gursahaney, David Hornstein, Robert Salasidis, Patrizia Zanelli, Norine Alam, Tonia Doerksen, Ariane Lessard, Gilbert Matte, Marie-France Robert, Martin Girard, Pierre Aslanian, Sylvain Belisle, François-Martin Carrier, Ané Denault, Jean-Gilles Guimond, Antoine Halwagi, Paul Hébert, Christopher Kolan, Nicholas Robillard, Fatna Benettaib, Dounia Boumahni, Casey Bourdeau Caporuscio, Marie-Ève Cantin, Virginy Côté-Gravel, Ali Ghamraoui, Martine Lebrasseur, Lancelot Legene Courville, Stéphanie Lorio, Maria Trinidad Maid, Nicole Poitras, Romain Rigal, Maya Salame, Valérie Tran, Katie Bacon, Nathalie Boueau, Cecilia Carvajal, Lyne Gauthier, Julie Genon, Karine Jean, Louise Laforest, Antonietta Lembo, Sothun Lim, Jennifer Morrissette, France Pagé, Lucie Pelletier, Marie-Christine Roigue, Jim Kutsiogiannis, Raiyan Chowdhury, Jon Davidow, Curt Johnston, Kim Macala, Sam Marcushamer, Darren Markland, Doug Matheson, Damian Paton-Gay, David Zygun, Nadine Grant, Tayne Hewer, Pat Thompson, Maggie Ge, Janny Hall, Sharon Matenchuk, Osama Loubani, Rick Hall, Robert Green, Diana Gillis, Lisa Julien, Laura Lee Magennis, Tamara Mitterer, Joanna Arsenault, Kim Bruce-Payne, Patti Gallant, Gord Boyd, Christine D’Arsigny, John Over, Jason Erb, Chris Parker, Stephanie Sibley, Tracy Boyd, Ilinca Georgescu, Danielle Muscedere, Cathy Baker, Jennifer Engel, Jennifer Fleming, Lisa Roderick, Shelley Silk, Marcy Spencer, Michelle Tryon, Marcus Blouw, Kendiss Olafson, Bojan Paunovic, Oliver Gutieror, Nicole Marten, Sherri Lynn Wingfield, Marnie Boyle, Halyna Ferens, Debbie Hrabi, Beata Kozak, Chantal MacDonald, Julie Muise, Eileen Campbell, Susie Imerovski, Athena Ovsenek, Rebecca Rondinelli, Teresa Longfield, Amy Moyer, Faith Norris, Janice Sumpton, Karina Teterycz, Brenda Reeve, Karen Bento, Megan Davis, Will Dechert, Krista Gallo, Barbara Longo, Courtney Mullen, Elysia Skrzypek, Laurenne Wierenga, Wesam Abuzaiter, Lynda Amorim, Rosemarie Bauer, Rachel Damota, Thoa Ho, Nicole Macdougall, Mary Thornewell, Lara Pe, Jennifer Visocchi, Auey Bhairo, Halyna Ferenes, Debra Kubin, Dawn-Lee McLaughlin, Maria Valente, Steve Reynolds, Suzette Willems, Tina Sekhon, Sebastien Trop, Alexana Binnie, Ronald Heslegrave, Kim Sharman, Zaynab Panchbhaya, Rakhi Goel, Kim Kozluk, Julianne Labelle, Hina Marsonia, Cecillia Scott, Dave Nagpal, Tracey Bentall, Jessica Sturt-Smith, Michelle Alexander, Tammy Ellis, Mindy Muylaert, Cindy Paczkowski, Wendy Sligl, Sean Bagshaw, Nadia Baig, Lorena McCoshen, Katrina Alexanopoulos, Sherri Bain, Michelle Brandt, Cathy Constable, Kari Douglas, Shaleen Maharaj, Sabrina Travers, Tom Stelfox, Philippe Couillard, Christopher Doig, Ken Parhar, Joshua Booth, Cassidy Codan, Stacy Ruddell, Candice Cameron, Rhonda Edison, Anne Martin, Breanna Mina, Dan Niven, Luc Berthiaume, Jonathan Gaudet, Gina Fleming, Mercedes Carmargo, Beverly Hoekstra, Rita Caporuscio, Rachel Kressner Falvo, Carmelina Maxwell, Karmen Plantic, François Marquis, Han Tin Wang, Francis Toupin, Stephane Ahern, Brian Laufer, Marc Brosseau, Pauline Dul, Johanne Harvey, Lotthida Inthanavong, Danae Tassy, Helen Assayag, Maude Bachand, Marysa Betournay, Karine Daoust, Kristine Goyette, Marceline Quach, Paul Hosek, Bill Plaxton, Catherine Armstrong, Rhonda Barber, William Dechert, Janelle Ellis, Kayla Fisk, Melissa Gabnouri, Emilie Gordon, Rebecca Haegens, Lisa Halford, Brooklynn Hillis, Rebecca Jesso, Jenn McLaren, Elliot McMillan, Mariska Pelkmans, Matthew Rekman, Sylvia Sinkovitis, Monica Truong, Michelle White, Noah Bates, Susan Bryden-Cromwell, Lisa Cha, Colleen Cameron, Aminah Deen, Sheri DiGiovanni, Anders Foss, Esther Lee, Heidi MacGregor, Esther Galbraith, Robyn McArthur, Julie McGregor, Keith Miller, Sharon Morris, Shelley Parker, Candice Smith, Joanna Stoglow, Jennifer Tung, Melissa Vos, Neill Adhikari, Ane Amaral, Ane Carlos, Brian Cuthbertson, Rob Fowler, Damon Scales, Navjot Kaur, Nicole Marinoff, Adic Perez, Jane Wang, Katrina Hatzifilalithis, John Iazzetta, Chrys Kolos, Ingrid Quinton, Paul Lysecki, Joseph Berlingieri, Sameer Shaikh, Steven Skitch, Hala Basheer, Kathy Bruder, Jane Cheng, Kaiser Qureshi, Celeste Thibault, Ying Tung Sia, Mathieu Simon, Pierre-Alexane Bouchard, Patricia Lizotte, Nathalie Chateauvert, Thérèse Grenier, Jean-François Bellemare, Simon Bordeleau, Christine Ouin, Benoît Duhaime, Ann Laberge, Philippe Lachance, Mélanie Constantin, Estel Deblois, Maude Dionne, Lise Lavoie, Isabelle Michel, Alexane Pépin, Sanine Poulin, Sarah Anctil, Amélie Chouinard, Louis-Étienne Marchand, Robin Roy, Roigo Cartin-Ceba, Richard Oeckler, Brenda Anderson, Lavonne Liedl, Laurie Meade, Sueanne Weist, Anna Bartoo, Debbie Bauer, Vince Brickley, Shaun Bridges, Greg Brunn, Jennifer Eickstaedt, Jill Randolph, Sandy Showalter, Melissa Wendling, Robert Taylor, Margaret Cytron, Kim Fowler, Katie Krause, Jackie O’Brien, Marianne Tow, Kaitlin Stassi, Abdulaziz Al-Dawood, Haytham Tlayjeh, Alaaeldien Ghanem, Ahmad Hassanien, Mohamed Hegazy, Ashraf El Sharkawi, Felwa Bin Humaid, Hala Alanizi, Nadyah Alanizy, Njoud Al Bogami, Mohammed Muhaidib, Jawaher Gramish, Randa Alsomali, Nora Devera, and Marjane Villafranca
Subjects: Medicine
Abstract: Introduction Ventilator-associated pneumonia (VAP) is a common healthcare-associated infection in the intensive care unit (ICU). Probiotics are defined as live microorganisms that may confer health benefits when ingested. Prior randomised trials suggest that probiotics may prevent infections such as VAP and Clostridioides difficile–associated diarrhoea (CDAD). PROSPECT (Probiotics to Prevent Severe Pneumonia and Endotracheal Colonization Trial) is a multicentre, double-blinded, randomised controlled trial comparing the efficacy of the probiotic Lactobacillus rhamnosus GG with usual care versus usual care without probiotics in preventing VAP and other clinically important outcomes in critically ill patients admitted to the ICU.Methods and analysis The objective of E-PROSPECT is to determine the incremental cost-effectiveness of L. rhamnosus GG plus usual care versus usual care without probiotics in critically ill patients. E-PROSPECT will be performed from the public healthcare payer’s perspective over a time horizon from ICU admission to hospital discharge.We will determine probabilities of in-ICU and in-hospital events from all patients alongside PROSPECT. We will retrieve unit costs for each resource use item using jurisdiction-specific public databases, supplemented by individual site unit costs if such databases are unavailable. Direct costs will include medications, personnel costs, radiology/laboratory testing, operative/non-operative procedures and per-day hospital ‘hoteling’ costs not otherwise encompassed. The primary outcome is the incremental cost per VAP prevented between the two treatment groups. Other clinical events such as CDAD, antibiotic-associated diarrhoea and in-hospital mortality will be included as secondary outcomes. We will perform pre-specified subgroup analyses (medical/surgical/trauma; age; frailty status; antibiotic use; prevalent vs no prevalent pneumonia) and probabilistic sensitivity analyses for VAP, then generate confidence intervals using the non-parametric bootstrapping approach.Ethics and dissemination Study approval for E-PROSPECT was granted by the Hamilton Integrated Research Ethics Board of McMaster University on 29 July 2019. Informed consent was obtained from the patient or substitute decision-maker in PROSPECT. The findings of this study will be published in peer-reviewed journals.Trial registration number NCT01782755; Pre-results.
Published: 2020
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2. Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19

Author: Kartsonaki, Christiana, Baillie, J Kenneth, Barrio, Noelia García, Baruch, Joaquín, Beane, Abigail, Blumberg, Lucille, Bozza, Fernando, Broadley, Tessa, Burrell, Aidan, Carson, Gail, Citarella, Barbara Wanjiru, Dagens, Andrew, Dankwa, Emmanuelle A, Donnelly, Christl A, Dunning, Jake, Elotmani, Loubna, Escher, Martina, Farshait, Nataly, Goffard, Jean-Christophe, Gonçalves, Bronner P, Hall, Matthew, Hashmi, Madiha, Sim Lim Heng, Benedict, Ho, Antonia, Jassat, Waasila, Pedrera Jiménez, Miguel, Laouenan, Cedric, Lissauer, Samantha, Martin-Loeches, Ignacio, Mentré, France, Merson, Laura, Morton, Ben, Munblit, Daniel, Nekliudov, Nikita A, Nichol, Alistair D, Singh Oinam, Budha Charan, Ong, David, Panda, Prasan Kumar, Petrovic, Michele, Pritchard, Mark G, Ramakrishnan, Nagarajan, Ramos, Grazielle Viana, Roger, Claire, Sandulescu, Oana, Semple, Malcolm G, Sharma, Pratima, Sigfrid, Louise, Somers, Emily C, Streinu-Cercel, Anca, Taccone, Fabio, Vecham, Pavan Kumar, Kumar Tirupakuzhi Vijayaraghavan, Bharath, Wei, Jia, Wils, Evert-Jan, Ci Wong, Xin, Horby, Peter, Rojek, Amanda, Olliaro, Piero L, ISARIC Clinical Characterisation Group: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Subhash Acharya, Andrew Acker, Elisabeth Adam, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Razi Alalqam, Angela Alberti, Tala Al-Dabbous, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al-Fares, Huda Alfoudri, Imran Ali, Adam Ali, Naseem Ali Shah, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, Rita Alves, João Melo Alves, Maria Amaral, Nur Amira, Phoebe Ampaw, Roberto Andini, Claire Andréjak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Angel Asensio, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, A M Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Nadia Baig, 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, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, 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, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, Krishna Bhavsar, Claudia Bianco, Farah Nadiah Bidin, Moirangthem Bikram Singh, Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, François Bissuel, Patrick Biston, Laurent Bitker, Jonathan Bitton, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Filomena Boccia, Laetitia Bodenes, Alice Bogaarts, Debby Bogaert, Anne-Hélène Boivin, Pierre-Adrien Bolze, François Bompart, Aurelius Bonfasius, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Elisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Patrick Breen, Dorothy Breen, Kathy Brickell, Shaunagh Browne, Alex Browne, Nicolas Brozzi, Marjolein Brusse-Keizer, Nina Buchtele, Christian Buesaquillo, Polina Bugaeva, Marielle Buisson, Danilo Buonsenso, Erlina Burhan, Ingrid G Bustos, Denis Butnaru, André Cabie, Susana Cabral, Eder Caceres, Cyril Cadoz, Mia Callahan, Kate Calligy, Jose Andres Calvache, João Camões, Valentine Campana, Paul Campbell, Josie Campisi, Cecilia Canepa, Mireia Cantero, Pauline Caraux-Paz, Sheila Cárcel, Chiara Simona Cardellino, Sofia Cardoso, Filipe Cardoso, Filipa Cardoso, Nelson Cardoso, Simone Carelli, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll, Maire-Laure Casanova, Mariana Cascão, Siobhan Casey, José Casimiro, Bailey Cassandra, Silvia Castañeda, Nidyanara Castanheira, Guylaine Castor-Alexandre, Henry Castrillón, Ivo Castro, Ana Catarino, François-Xavier Catherine, Paolo Cattaneo, Roberta Cavalin, Giulio Giovanni Cavalli, Alexandros Cavayas, Adrian Ceccato, Minerva Cervantes-Gonzalez, Anissa Chair, Catherine Chakveatze, Adrienne Chan, Meera Chand, Christelle Chantalat Auger, Jean-Marc Chapplain, Julie Chas, Allegra Chatterjee, Mobin Chaudry, Jonathan Samuel Chávez Iñiguez, Anjellica Chen, Yih-Sharng Chen, Matthew Pellan Cheng, Antoine Cheret, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin Tho, Catherine Chirouze, Davide Chiumello, Sung-Min Cho, Bernard Cholley, Marie-Charlotte Chopin, Ting Soo Chow, Yock Ping Chow, Hiu Jian Chua, Jonathan Chua, Jose Pedro Cidade, José Miguel Cisneros Herreros, Anna Ciullo, Jennifer Clarke, Emma Clarke, Rolando Claure-Del Granado, Sara Clohisey, Perren J Cobb, Cassidy Codan, Caitriona Cody, Alexandra Coelho, Megan Coles, Gwenhaël Colin, Michael Collins, Sebastiano Maria Colombo, Pamela Combs, Marie Connor, Anne Conrad, Sofía Contreras, Elaine Conway, Graham S Cooke, Mary Copland, Hugues Cordel, Amanda Corley, Sabine Cornelis, Alexander Daniel Cornet, Arianne Joy Corpuz, Andrea Cortegiani, Grégory Corvaisier, Emma Costigan, Camille Couffignal, Sandrine Couffin-Cadiergues, Roxane Courtois, Stéphanie Cousse, Rachel Cregan, Charles Crepy D'Orleans, Cosimo Cristella, Sabine Croonen, Gloria Crowl, Jonathan Crump, Claudina Cruz, Juan Luis Cruz Berm, Jaime Cruz Rojo, Marc Csete, Ailbhe Cullen, Matthew Cummings, Gerard Curley, Elodie Curlier, Colleen Curran, Paula Custodio, Ana da Silva Filipe, Charlene Da Silveira, Al-Awwab Dabaliz, Darren Dahly, Heidi Dalton, Jo Dalton, Seamus Daly, Nick Daneman, Corinne Daniel, Jorge Dantas, Frédérick D'Aragon, Menno de Jong, Gillian de Loughry, Diego de Mendoza, Etienne De Montmollin, Rafael Freitas de Oliveira França, Ana Isabel de Pinho Oliveira, Rosanna De Rosa, Cristina De Rose, Thushan de Silva, Peter de Vries, Jillian Deacon, David Dean, Alexa Debard, Marie-Pierre Debray, Nathalie DeCastro, William Dechert, Lauren Deconninck, Romain Decours, Eve Defous, Isabelle Delacroix, Eric Delaveuve, Karen Delavigne, Nathalie M Delfos, Ionna Deligiannis, Andrea Dell'Amore, Christelle Delmas, Pierre Delobel, Corine Delsing, Elisa Demonchy, Emmanuelle Denis, Dominique Deplanque, Pieter Depuydt, Mehul Desai, Diane Descamps, Mathilde Desvallées, Santi Dewayanti, Pathik Dhanger, Alpha Diallo, Sylvain Diamantis, André Dias, Juan Jose Diaz, Priscila Diaz, Rodrigo Diaz, Kévin Didier, Jean-Luc Diehl, Wim Dieperink, Jérôme Dimet, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Félix Djossou, Annemarie B Docherty, Helen Doherty, Arjen M Dondorp, Andy Dong, Maria Donnelly, Sean Donohue, Yoann Donohue, Chloe Donohue, Peter Doran, Céline Dorival, Eric D'Ortenzio, James Joshua Douglas, Renee Douma, Nathalie Dournon, Triona Downer, Joanne Downey, Mark Downing, Tom Drake, Aoife Driscoll, Murray Dryden, Claudio Duarte Fonseca, Vincent Dubee, François Dubos, Alexandre Ducancelle, Toni Duculan, Susanne Dudman, Abhijit Duggal, Paul Dunand, Mathilde Duplaix, Emanuele Durante-Mangoni, Lucian Durham, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean, Marco Echeverria-Villalobos, Siobhan Egan, Carla Eira, Mohammed El Sanharawi, Subbarao Elapavaluru, Brigitte Elharrar, Jacobien Ellerbroek, Philippine Eloy, Tarek Elshazly, Iqbal Elyazar, Isabelle Enderle, Tomoyuki Endo, Chan Chee Eng, Ilka Engelmann, Vincent Enouf, Olivier Epaulard, Mariano Esperatti, Hélène Esperou, Marina Esposito-Farese, João Estevão, Manuel Etienne, Nadia Ettalhaoui, Anna Greti Everding, Mirjam Evers, Marc Fabre, Isabelle Fabre, Amna Faheem, Arabella Fahy, Cameron J Fairfield, Zul Fakar, Komal Fareed, Pedro Faria, Ahmed Farooq, Hanan Fateena, Arie Zainul Fatoni, Karine Faure, Raphaël Favory, Mohamed Fayed, Niamh Feely, Laura Feeney, Jorge Fernandes, Marília Andreia Fernandes, Susana Fernandes, François-Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Sílvia Ferreira, Isabel Ferreira, Benigno Ferreira, Ricard Ferrer-Roca, Nicolas Ferriere, Céline Ficko, Claudia Figueiredo-Mello, William Finlayson, Juan Fiorda, Thomas Flament, Clara Flateau, Tom Fletcher, Letizia Lucia Florio, Deirdre Flynn, Claire Foley, Jean Foley, Victor Fomin, Tatiana Fonseca, Patricia Fontela, Simon Forsyth, Denise Foster, Giuseppe Foti, Erwan Fourn, Robert A Fowler, Marianne Fraher, Diego Franch-Llasat, John F Fraser, Christophe Fraser, Marcela Vieira Freire, Ana Freitas Ribeiro, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, G Argin, Valérie Gaborieau, Rostane Gaci, Massimo Gagliardi, Jean-Charles Gagnard, Amandine Gagneux-Brunon, Sérgio Gaião, Linda Gail Skeie, Phil Gallagher, Carrol Gamble, Yasmin Gani, Arthur Garan, Rebekha Garcia, Julia Garcia-Diaz, Esteban Garcia-Gallo, Navya Garimella, Denis Garot, Valérie Garrait, Basanta Gauli, Nathalie Gault, Aisling Gavin, Anatoliy Gavrylov, Alexandre Gaymard, Johannes Gebauer, Eva Geraud, Louis Gerbaud Morlaes, Nuno Germano, Praveen Kumar Ghisulal, Jade Ghosn, Marco Giani, Jess Gibson, Tristan Gigante, Morgane Gilg, Elaine Gilroy, Guillermo Giordano, Michelle Girvan, Valérie Gissot, Daniel Glikman, Petr Glybochko, Eric Gnall, Geraldine Goco, François Goehringer, Siri Goepel, Jin Yi Goh, Jonathan Golob, Rui Gomes, Kyle Gomez, Joan Gómez-Junyent, Marie Gominet, Alicia Gonzalez, Patricia Gordon, Isabelle Gorenne, Laure Goubert, Cécile Goujard, Tiphaine Goulenok, Margarite Grable, Jeronimo Graf, Edward Wilson Grandin, Pascal Granier, Giacomo Grasselli, Christopher A Green, Courtney Greene, William Greenhalf, Segolène Greffe, Domenico Luca Grieco, Matthew Griffee, Fiona Griffiths, Ioana Grigoras, Albert Groenendijk, Anja Grosse Lordemann, Heidi Gruner, Yusing Gu, Jérémie Guedj, Martin Guego, Dewi Guellec, Anne-Marie Guerguerian, Daniela Guerreiro, Romain Guery, Anne Guillaumot, Laurent Guilleminault, Maisa Guimarães de Castro, Thomas Guimard, Marieke Haalboom, Daniel Haber, Hannah Habraken, Ali Hachemi, Amy Hackmann, Nadir Hadri, Fakhir Haidri, Sheeba Hakak, Adam Hall, Sophie Halpin, Jawad Hameed, Ansley Hamer, Raph L Hamers, Rebecca Hamidfar, Terese Hammond, Lim Yuen Han, Rashan Haniffa, Kok Wei Hao, Hayley Hardwick, Ewen M Harrison, Janet Harrison, Samuel Bernard Ekow Harrison, Alan Hartman, Mohd Shahnaz Hasan, Junaid Hashmi, Muhammad Hayat, Ailbhe Hayes, Leanne Hays, Jan Heerman, Lars Heggelund, Ross Hendry, Martina Hennessy, Aquiles Henriquez-Trujillo, Maxime Hentzien, Jaime Hernandez-Montfort, Andrew Hershey, Liv Hesstvedt, Astarini Hidayah, Eibhilin Higgins, Dawn Higgins, Rupert Higgins, Rita Hinchion, Samuel Hinton, Hiroaki Hiraiwa, Haider Hirkani, Hikombo Hitoto, Yi Bin Ho, Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Oscar Hoiting, Rebecca Holt, Jan Cato Holter, Juan Pablo Horcajada, Koji Hoshino, Ikram Houas, Catherine L Hough, Stuart Houltham, Jimmy Ming-Yang Hsu, Jean-Sébastien Hulot, Stella Huo, Abby Hurd, Iqbal Hussain, Samreen Ijaz, Hajnal-Gabriela Illes, Patrick Imbert, Mohammad Imran, Rana Imran Sikander, Aftab Imtiaz, Hugo Inácio, Carmen Infante Dominguez, Yun Sii Ing, Elias Iosifidis, Mariachiara Ippolito, Sarah Isgett, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Junji Itai, Daniel Ivulich, Danielle Jaafar, Salma Jaafoura, Julien Jabot, Clare Jackson, Nina Jamieson, Victoria Janes, Pierre Jaquet, Coline Jaud-Fischer, Stéphane Jaureguiberry, Jeffrey Javidfar, Denise Jaworsky, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, Ong Yiaw Joe, Ruth N Jorge García, Cédric Joseph, Mark Joseph, Swosti Joshi, Mercé Jourdain, Philippe Jouvet, Hanna Jung, Anna Jung, Dafsah Juzar, Ouifiya Kafif, Florentia Kaguelidou, Neerusha Kaisbain, Thavamany Kaleesvran, Sabina Kali, Alina Kalicinska, Smaragdi Kalomoiri, Muhammad Aisar Ayadi Kamaluddin, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Paul Kambiya, Kavita Kamineni, Darshana Hewa Kandamby, Chris Kandel, Kong Yeow Kang, Darakhshan Kanwal, Pratap Karpayah, Todd Karsies, Daisuke Kasugai, Anant Kataria, Kevin Katz, Aasmine Kaur, Christy Kay, Hannah Keane, Seán Keating, Pulak Kedia, Claire Kelly, Yvelynne Kelly, Andrea Kelly, Niamh Kelly, Aoife Kelly, Sadie Kelly, Maeve Kelsey, Ryan Kennedy, Kalynn Kennon, Maeve Kernan, Younes Kerroumi, Sharma Keshav, Imrana Khalid, Osama Khalid, Antoine Khalil, Coralie Khan, Irfan Khan, Quratul Ain Khan, Sushil Khanal, Abid Khatak, Amin Khawaja, Krish Kherajani, Michelle E Kho, Saye Khoo, Ryan Khoo, Denisa Khoo, Nasir Khoso, Khor How Kiat, Yuri Kida, Peter Kiiza, Beathe Kiland Granerud, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen-Milles, Alexander King, Nobuya Kitamura, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen R Knight, Robin Kobbe, Chamira Kodippily, Malte Kohns Vasconcelos, Sabin Koirala, Mamoru Komatsu, Caroline Kosgei, Arsène Kpangon, Karolina Krawczyk, Vinothini Krishnan, Sudhir Krishnan, Oksana Kruglova, Deepali Kumar, Ganesh Kumar, Mukesh Kumar, Dinesh Kuriakose, Ethan Kurtzman, Demetrios Kutsogiannis, Galyna Kutsyna, Konstantinos Kyriakoulis, Marie Lachatre, Marie Lacoste, John G Laffey, Marie Lagrange, Fabrice Laine, Olivier Lairez, Sanjay Lakhey, Antonio Lalueza, Marc Lambert, François Lamontagne, Marie Langelot-Richard, Vincent Langlois, Eka Yudha Lantang, Marina Lanza, Cédric Laouénan, Samira Laribi, Delphine Lariviere, Stéphane Lasry, Sakshi Lath, Naveed Latif, Odile Launay, Didier Laureillard, Yoan Lavie-Badie, Andy Law, Teresa Lawrence, Cassie Lawrence, Minh Le, Clément Le Bihan, Cyril Le Bris, Georges Le Falher, Lucie Le Fevre, Quentin Le Hingrat, Marion Le Maréchal, Soizic Le Mestre, Gwenaël Le Moal, Vincent Le Moing, Hervé Le Nagard, Paul Le Turnier, Ema Leal, Marta Leal Santos, Todd C Lee, James Lee, Jennifer Lee, Heng Gee Lee, Biing Horng Lee, Yi Lin Lee, Su Hwan Lee, Gary Leeming, Laurent Lefebvre, Bénédicte Lefebvre, Benjamin Lefevre, Sylvie LeGac, Jean-Daniel Lelievre, François Lellouche, Adrien Lemaignen, Véronique Lemee, Anthony Lemeur, Gretchen Lemmink, Ha Sha Lene, Jenny Lennon, Rafael León, Marc Leone, Michela Leone, Quentin Lepiller, François-Xavier Lescure, Olivier Lesens, Mathieu Lesouhaitier, Amy Lester-Grant, Bruno Levy, Yves Levy, Claire Levy-Marchal, Katarzyna Lewandowska, Erwan L'Her, Gianluigi Li Bassi, Janet Liang, Ali Liaquat, Geoffrey Liegeon, Wei Shen Lim, Kah Chuan Lim, Chantre Lima, Lim Lina, Bruno Lina, Andreas Lind, Maja Katherine Lingad, Guillaume Lingas, Sylvie Lion-Daolio, Keibun Liu, Marine Livrozet, Patricia Lizotte, Antonio Loforte, Navy Lolong, Leong Chee Loon, Diogo Lopes, Dalia Lopez-Colon, Jose W Lopez-Revilla, Anthony L Loschner, Paul Loubet, Bouchra Loufti, Guillame Louis, Silvia Lourenco, Lara Lovelace-Macon, Lee Lee Low, Marije Lowik, Jia Shyi Loy, Jean Christophe Lucet, Carlos Lumbreras Bermejo, Carlos M Luna, Olguta Lungu, Liem Luong, Nestor Luque, Dominique Luton, Nilar Lwin, Ruth Lyons, Olavi Maasikas, Oryane Mabiala, Moïse Machado, Gabriel Macheda, Hashmi Madiha, Guillermo Maestro de la Calle, Rafael Mahieu, Sophie Mahy, Ana Raquel Maia, Lars S Maier, Mylène Maillet, Thomas Maitre, Maximilian Malfertheiner, Nadia Malik, Paddy Mallon, Fernando Maltez, Denis Malvy, Victoria Manda, Laurent Mandelbrot, Frank Manetta, Julie Mankikian, Edmund Manning, Aldric Manuel, Ceila Maria Sant Ana Malaque, Flávio Marino, Daniel Marino, Samuel Markowicz, Charbel Maroun Eid, Ana Marques, Catherine Marquis, Brian Marsh, Laura Marsh, Megan Marshal, John Marshall, Celina Turchi Martelli, Dori-Ann Martin, Emily Martin, Guillaume Martin-Blondel, Martin Martinot, Alejandro Martin-Quiros, João Martins, Ana Martins, Nuno Martins, Caroline Martins Rego, Gennaro Martucci, Olga Martynenko, Eva Miranda Marwali, Marsilla Marzukie, David Maslove, Sabina Mason, Sobia Masood, Basri Mat Nor, Moshe Matan, Meghena Mathew, Daniel Mathieu, Mathieu Mattei, Romans Matulevics, Laurence Maulin, Michael Maxwell, Javier Maynar, Thierry Mazzoni, Natalie Mc Evoy, Lisa Mc Sweeney, Colin McArthur, Anne McCarthy, Aine McCarthy, Colin McCloskey, Rachael McConnochie, Sherry McDermott, Sarah E McDonald, Aine McElroy, Samuel McElwee, Victoria McEneany, Allison McGeer, Chris McKay, Johnny McKeown, Kenneth A McLean, Paul McNally, Bairbre McNicholas, Elaine McPartlan, Edel Meaney, Cécile Mear-Passard, Maggie Mechlin, Maqsood Meher, Omar Mehkri, Ferruccio Mele, Luis Melo, Kashif Memon, Joao Joao Mendes, Ogechukwu Menkiti, Kusum Menon, Alexander J Mentzer, Emmanuelle Mercier, Noémie Mercier, Antoine Merckx, Mayka Mergeay-Fabre, Blake Mergler, António Mesquita, Roberta Meta, Osama Metwally, Agnès Meybeck, Dan Meyer, Alison M Meynert, Vanina Meysonnier, Amina Meziane, Mehdi Mezidi, Céline Michelanglei, Isabelle Michelet, Efstathia Mihelis, Vladislav Mihnovit, Hugo Miranda-Maldonado, Nor Arisah Misnan, Tahira Jamal Mohamed, Nik Nur Eliza Mohamed, Asma Moin, David Molina, Elena Molinos, Brenda Molloy, Mary Mone, Agostinho Monteiro, Claudia Montes, Giorgia Montrucchio, Shona C Moore, Sarah Moore, Lina Morales Cely, Lucia Moro, Catherine Motherway, Ana Motos, Hugo Mouquet, Clara Mouton Perrot, Julien Moyet, Caroline Mudara, Aisha Kalsoom Mufti, Ng Yong Muh, Dzawani Muhamad, Jimmy Mullaert, Fredrik Müller, Karl Erik Müller, Syed Muneeb, Nadeem Munir, Laveena Munshi, Aisling Murphy, Lorna Murphy, Marlène Murris, Srinivas Murthy, Himed Musaab, Himasha Muvindi, Gugapriyaa Muyandy, Dimitra Melia Myrodia, Farah Nadia Mohd-Hanafiah, Dave Nagpal, Alex Nagrebetsky, Mangala Narasimhan, Nageswaran Narayanan, Rashid Nasim Khan, Alasdair Nazerali-Maitland, Nadège Neant, Holger Neb, Erni Nelwan, Raul Neto, Emily Neumann, Pauline Yeung Ng, Wing Yiu Ng, Anthony Nghi, Duc Nguyen, Orna Ni Choileain, Niamh Ni Leathlobhair, Prompak Nitayavardhana, Stephanie Nonas, Nurul Amani Mohd Noordin, Marion Noret, Nurul Faten Izzati Norharizam, Lisa Norman, Alessandra Notari, Mahdad Noursadeghi, Karolina Nowicka, Adam Nowinski, Saad Nseir, Jose I Nunez, Nurnaningsih Nurnaningsih, Dwi Utomo Nusantara, Elsa Nyamankolly, Fionnuala O Brien, Annmarie O Callaghan, Annmarie O'Callaghan, Giovanna Occhipinti, Derbrenn OConnor, Max O'Donnell, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Sophie O'Halloran, Katie O'Hearn, Shinichiro Ohshimo, Agnieszka Oldakowska, João Oliveira, Larissa Oliveira, Jee Yan Ong, Wilna Oosthuyzen, Anne Opavsky, Peter Openshaw, Saijad Orakzai, Claudia Milena Orozco-Chamorro, Jamel Ortoleva, Javier Osatnik, Linda O'Shea, Miriam O'Sullivan, Siti Zubaidah Othman, Nadia Ouamara, Rachida Ouissa, Eric Oziol, Maïder Pagadoy, Justine Pages, Mario Palacios, Amanda Palacios, Massimo Palmarini, Giovanna Panarello, Hem Paneru, Lai Hui Pang, Mauro Panigada, Nathalie Pansu, Aurélie Papadopoulos, Rachael Parke, Melissa Parker, Briseida Parra, Taha Pasha, Jérémie Pasquier, Bruno Pastene, Fabian Patauner, Drashti Patel, Mohan Dass Pathmanathan, Luís Patrão, Patricia Patricio, Juliette Patrier, Lisa Patterson, Rajyabardhan Pattnaik, Mical Paul, Christelle Paul, Jorge Paulos, William A Paxton, Jean-François Payen, Kalaiarasu Peariasamy, Giles J Peek, Florent Peelman, Nathan Peiffer-Smadja, Vincent Peigne, Mare Pejkovska, Paolo Pelosi, Ithan D Peltan, Rui Pereira, Daniel Perez, Luis Periel, Thomas Perpoint, Antonio Pesenti, Vincent Pestre, Lenka Petrou, Ventzislava Petrov-Sanchez, Frank Olav Pettersen, Gilles Peytavin, Scott Pharand, Michael Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Carola Pierobon, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Lionel Piroth, Ayodhia Pitaloka, Riinu Pius, Laurent Plantier, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Maria Pokorska-Spiewak, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Jolanta Popielska, Diego Bastos Porto, Andra-Maris Post, Douwe F Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Mutia Rahardjani, Rozanah Abd Rahman, Ahmad Kashfi Haji Ab Rahman, Arsalan Rahutullah, Fernando Rainieri, Giri Shan Rajahram, Pratheema Ramachandran, Ahmad Afiq Ramli, Blandine Rammaert, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, Antonia Ricchiuto, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Nicholas Rizer, Chiara Robba, André Roberto, Stephanie Roberts, David L Robertson, Olivier Robineau, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Bernhard Roessler, Pierre-Marie Roger, Emmanuel Roilides, Juliette Romaru, Roberto Roncon-Albuquerque, Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Nurul Hidayah Mohammad Roslan, Andrea Rossanese, Matteo Rossetti, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D Russell, Maria Ryan, Maeve Ryan, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Olivier Sanchez, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Brendan Scicluna, Janet T Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Catherine A Shaw, Victoria Shaw, Ashraf Sheharyar, Rohan Shetty, Rajesh Mohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Atif Siddiqui, Piret Sillaots, Catarina Silva, Rogério Silva, Maria Joao Silva, Wai Ching Sin, Dario Sinatti, Punam Singh, Budha Charan Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Joshua Solomon, Tom Solomon, Agnès Sommet, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Alberto Sotto, Edouard Soum, Marta Sousa, Ana Chora Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, David Stuart, Ami Stuart, Decy Subekti, Gabriel Suen, Jacky Y Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Yan Chyi Tan, Taku Tanaka, Hiroyuki Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, Emma C Thomson, David Thomson, Surain Raaj Thanga Thurai, Ryan S Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Margarida Torres, Antoni Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C W Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M Uyeki, Cristinava Vajdovics, Piero Valentini, Luís Val-Flores, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, Machteld Van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Frank van Someren Greve, Ilonka van Veen, Hugo Van Willigen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Harald Vonkeman, Fanny Vuotto, Suhaila Abdul Wahab, Noor Hidayu Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Calvin Wong, Yew Sing Wong, Teck Fung Wong, Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, Kartsonaki, Christiana, Baillie, J Kenneth, Barrio, Noelia García, Baruch, Joaquín, Beane, Abigail, Blumberg, Lucille, Bozza, Fernando, Broadley, Tessa, Burrell, Aidan, Carson, Gail, Citarella, Barbara Wanjiru, Dagens, Andrew, Dankwa, Emmanuelle A, Donnelly, Christl A, Dunning, Jake, Elotmani, Loubna, Escher, Martina, Farshait, Nataly, Goffard, Jean-Christophe, Gonçalves, Bronner P, Hall, Matthew, Hashmi, Madiha, Sim Lim Heng, Benedict, Ho, Antonia, Jassat, Waasila, Pedrera Jiménez, Miguel, Laouenan, Cedric, Lissauer, Samantha, Martin-Loeches, Ignacio, Mentré, France, Merson, Laura, Morton, Ben, Munblit, Daniel, Nekliudov, Nikita A, Nichol, Alistair D, Singh Oinam, Budha Charan, Ong, David, Panda, Prasan Kumar, Petrovic, Michele, Pritchard, Mark G, Ramakrishnan, Nagarajan, Ramos, Grazielle Viana, Roger, Claire, Sandulescu, Oana, Semple, Malcolm G, Sharma, Pratima, Sigfrid, Louise, Somers, Emily C, Streinu-Cercel, Anca, Taccone, Fabio, Vecham, Pavan Kumar, Kumar Tirupakuzhi Vijayaraghavan, Bharath, Wei, Jia, Wils, Evert-Jan, Ci Wong, Xin, Horby, Peter, Rojek, Amanda, Olliaro, Piero L, ISARIC Clinical Characterisation Group: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Subhash Acharya, Andrew Acker, Elisabeth Adam, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Razi Alalqam, Angela Alberti, Tala Al-Dabbous, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al-Fares, Huda Alfoudri, Imran Ali, Adam Ali, Naseem Ali Shah, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, Rita Alves, João Melo Alves, Maria Amaral, Nur Amira, Phoebe Ampaw, Roberto Andini, Claire Andréjak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Angel Asensio, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, A M Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Nadia Baig, 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, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, 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, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, Krishna Bhavsar, Claudia Bianco, Farah Nadiah Bidin, Moirangthem Bikram Singh, Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, François Bissuel, Patrick Biston, Laurent Bitker, Jonathan Bitton, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Filomena Boccia, Laetitia Bodenes, Alice Bogaarts, Debby Bogaert, Anne-Hélène Boivin, Pierre-Adrien Bolze, François Bompart, Aurelius Bonfasius, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Elisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Patrick Breen, Dorothy Breen, Patrick Breen, Kathy Brickell, Shaunagh Browne, Alex Browne, Nicolas Brozzi, Marjolein Brusse-Keizer, Nina Buchtele, Christian Buesaquillo, Polina Bugaeva, Marielle Buisson, Danilo Buonsenso, Erlina Burhan, Ingrid G Bustos, Denis Butnaru, André Cabie, Susana Cabral, Eder Caceres, Cyril Cadoz, Mia 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Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Brendan Scicluna, Janet T Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Catherine A Shaw, Victoria Shaw, Ashraf Sheharyar, Rohan Shetty, Rajesh Mohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Atif Siddiqui, Piret Sillaots, Catarina Silva, Rogério Silva, Maria Joao Silva, Wai Ching Sin, Dario Sinatti, Punam Singh, Budha Charan Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Joshua Solomon, Tom Solomon, Agnès Sommet, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Alberto Sotto, Edouard Soum, Marta Sousa, Ana Chora Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, David Stuart, Ami Stuart, Decy Subekti, Gabriel Suen, Jacky Y Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Yan Chyi Tan, Taku Tanaka, Hiroyuki Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, Emma C Thomson, David Thomson, Surain Raaj Thanga Thurai, Ryan S Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Margarida Torres, Antoni Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C W Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M Uyeki, Cristinava Vajdovics, Piero Valentini, Luís Val-Flores, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, Machteld Van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Frank van Someren Greve, Ilonka van Veen, Hugo Van Willigen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Harald Vonkeman, Fanny Vuotto, Suhaila Abdul Wahab, Noor Hidayu Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Calvin Wong, Yew Sing Wong, Teck Fung Wong, Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, University of Oxford, Infection, Anti-microbiens, Modélisation, Evolution (IAME (UMR_S_1137 / U1137)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Université Sorbonne Paris Nord, 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 ), This work was made possible by the UK Foreign, Commonwealth and Development Office, Wellcome (215091/Z/18/Z, 205228/Z/16/Z, 220757/Z/20/Z), Bill & Melinda Gates Foundation (OPP1209135), UK Medical Research Council Clinical Research Training Fellowship (MR/V001671/1), the philanthropic support of the donors to the University of Oxford’s COVID-19 Research Response Fund, CIHR Coronavirus Rapid Research Funding Opportunity (OV2170359) and the co-ordination in Canada by Sunnybrook Research Institute, endorsement of the Irish Critical Care—Clinical Trials Group, co-ordination in Ireland by the Irish Critical Care—Clinical Trials Network at University College Dublin and funding by the Health Research Board of Ireland (CTN-2014–12), the Rapid European COVID-19 Emergency Response research (RECOVER) (H2020 project 101003589) and European Clinical Research Alliance on Infectious Diseases (ECRAID) (965313), the COVID clinical management team, AIIMS, Rishikesh, India, the COVID-19 Clinical Management team, Manipal Hospital Whitefield, Bengaluru, India, Cambridge NIHR Biomedical Research Centre, the dedication and hard work of the Groote Schuur Hospital Covid ICU Team, support by the Groote Schuur nursing and University of Cape Town registrar bodies co-ordinated by the Division of Critical Care at the University of Cape Town, the Liverpool School of Tropical Medicine and 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) and a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner, Imperial NIHR Biomedical Research Centre, the Comprehensive Local Research Networks of which PJMO is an NIHR Senior Investigator (NIHR201385), 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, the French COVID cohort (NCT04262921) is sponsored by INSERM and is funded by the REACTing (REsearch & ACtion emergING infectious diseases) consortium and by a grant of the French Ministry of Health (PHRC n 20–0424), Stiftungsfonds zur Förderung der Bekämpfung der Tuberkulose und anderer Lungenkrankheiten of the City of Vienna (project no. 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, grants from Instituto de Salud Carlos III, Ministerio de Ciencia, Spain, Brazil, National Council for Scientific and Technological Development (scholarship no. 303953/2018–7), the Firland Foundation, Shoreline, Washington, USA, a grant from foundation Bevordering Onderzoek Franciscus, the South Eastern Norway Health Authority and the Research Council of Norway, and preparedness work conducted by the Short PeRiod IncideNce sTudy of Severe Acute Respiratory Infection. Data and Material provision was supported by grants from the National Institute for Health Research (NIHR, award CO-CIN-01), the Medical Research Council (MRC, and grant MC_PC_19059) and by the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with PHE (award no. 200907), NIHR HPRU in Respiratory Infections at Imperial College London with PHE (award no. 200927), Liverpool Experimental Cancer Medicine Centre (grant no. C18616/A25153), NIHR Biomedical Research Centre at Imperial College London (award no. IS-BRC-1215–20013) and NIHR Clinical Research Network providing infrastructure support.
Subjects: Male, Epidemiology, MESH: Hospitalization, MESH: Proportional Hazards Models, MESH: Risk Factors, Risk Factors, MESH: Child, cohort study, MESH: COVID-19, Humans, MESH: SARS-CoV-2, Child, Proportional Hazards Models, MESH: Humans, MESH: Middle Aged, SARS-CoV-2, COVID-19, risk of death, General Medicine, Middle Aged, co-morbidities, symptoms, treatments, MESH: Male, Hospitalization, Intensive Care Units, MESH: Intensive Care Units, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, COVID-19/therapy
Abstract: Background We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. Methods The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). Results Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. Conclusions Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death.
Published: 2023

3. Author response for 'Symptom‐based case definitions for COVID‐19: Time and geographical variations for detection at hospital admission among 260,000 patients'

Author: null Joaquin Baruch, null Amanda Rojek, null Christiana Kartsonaki, null Bharath K. T. Vijayaraghavan, null Bronner P. Gonçalves, null Mark G. Pritchard, null Laura Merson, null Jake Dunning, null Matthew Hall, null Louise Sigfrid, null Barbara W. Citarella, null Srinivas Murthy, null Trokon O. Yeabah, null Piero Olliaro, null Ali Abbas, null Sheryl Ann Abdukahil, null Nurul Najmee Abdulkadir, null Ryuzo Abe, null Laurent Abel, null Lara Absil, null Subhash Acharya, null Andrew Acker, null Elisabeth Adam, null Diana Adrião, null Saleh Al Ageel, null Shakeel Ahmed, null Kate Ainscough, null Eka Airlangga, null Tharwat Aisa, null Ali Ait Hssain, null Younes Ait Tamlihat, null Takako Akimoto, null Ernita Akmal, null Eman Al Qasim, null Razi Alalqam, null Angela Alberti, null Tala Al‐dabbous, null Senthilkumar Alegesan, null Cynthia Alegre, null Marta Alessi, null Beatrice Alex, null Kévin Alexandre, null Abdulrahman Al‐Fares, null Huda Alfoudri, null Imran Ali, null Adam Ali, null Naseem Ali Shah, null Kazali Enagnon Alidjnou, null Jeffrey Aliudin, null Qabas Alkhafajee, null Clotilde Allavena, null Nathalie Allou, null Aneela Altaf, null João Alves, null Rita Alves, null João Melo Alves, null Maria Amaral, null Nur Amira, null Phoebe Ampaw, null Roberto Andini, null Claire Andréjak, null Andrea Angheben, null François Angoulvant, null Séverine Ansart, null Sivanesen Anthonidass, null Massimo Antonelli, null Carlos Alexandre Antunes de Brito, null Ardiyan Apriyana, null Yaseen Arabi, null Irene Aragao, null Carolline Araujo, null Antonio Arcadipane, null Patrick Archambault, null Lukas Arenz, null Jean‐Benoît Arlet, null Lovkesh Arora, null Rakesh Arora, null Elise Artaud‐Macari, null Diptesh Aryal, null Angel Asensio, null Muhammad Ashraf, null Namra Asif, null Mohammad Asim, null Jean Baptiste Assie, null Amirul Asyraf, null Anika Atique, null A. M. Udara Lakshan Attanyake, null Johann Auchabie, null Hugues Aumaitre, null Adrien Auvet, null Eyvind W. Axelsen, null Laurène Azemar, null Cecile Azoulay, null Benjamin Bach, null Delphine Bachelet, null Claudine Badr, null Roar Bævre‐Jensen, null Nadia Baig, null J. Kenneth Baillie, null J. Kevin Baird, null Erica Bak, null Agamemnon Bakakos, null Nazreen Abu Bakar, null Andriy Bal, null Mohanaprasanth Balakrishnan, null Valeria Balan, null Firouzé Bani‐Sadr, null Renata Barbalho, null Nicholas Yuri Barbosa, null Wendy S. Barclay, null Saef Umar Barnett, null Michaela Barnikel, null Helena Barrasa, null Audrey Barrelet, null Cleide Barrigoto, null Marie Bartoli, null Joaquín Baruch, null Mustehan Bashir, null Romain Basmaci, null Muhammad Fadhli Hassin Basri, null Denise Battaglini, null Jules Bauer, null Diego Fernando Bautista Rincon, null Denisse Bazan Dow, null Abigail Beane, null Alexandra Bedossa, null Ker Hong Bee, null Husna Begum, null Sylvie Behilill, null Albertus Beishuizen, null Aleksandr Beljantsev, null David Bellemare, null Anna Beltrame, null Beatriz Amorim Beltrão, null Marine Beluze, null Nicolas Benech, null Lionel Eric Benjiman, null Dehbia Benkerrou, null Suzanne Bennett, null Luís Bento, null Jan‐Erik Berdal, null Delphine Bergeaud, null Hazel Bergin, null José Luis Bernal Sobrino, null Giulia Bertoli, null Lorenzo Bertolino, null Simon Bessis, null Sybille Bevilcaqua, null Karine Bezulier, null Amar Bhatt, null Krishna Bhavsar, null Claudia Bianco, null Farah Nadiah Bidin, null Moirangthem Bikram Singh, null Felwa Bin Humaid, null Mohd Nazlin Bin Kamarudin, null François Bissuel, null Laurent Bitker, null Jonathan Bitton, null Pablo Blanco‐Schweizer, null Catherine Blier, null Frank Bloos, null Mathieu Blot, null Filomena Boccia, null Laetitia Bodenes, null Alice Bogaarts, null Debby Bogaert, null Anne‐Hélène Boivin, null Pierre‐Adrien Bolze, null François Bompart, null Aurelius Bonfasius, null Diogo Borges, null Raphaël Borie, null Hans Martin Bosse, null Elisabeth Botelho‐Nevers, null Lila Bouadma, null Olivier Bouchaud, null Sabelline Bouchez, null Dounia Bouhmani, null Damien Bouhour, null Kévin Bouiller, null Laurence Bouillet, null Camile Bouisse, null Anne‐Sophie Boureau, null John Bourke, null Maude Bouscambert, null Aurore Bousquet, null Jason Bouziotis, null Bianca Boxma, null Marielle Boyer‐Besseyre, null Maria Boylan, null Fernando Augusto Bozza, null Axelle Braconnier, null Cynthia Braga, null Timo Brandenburger, null Filipa Brás Monteiro, null Luca Brazzi, null Patrick Breen, null Dorothy Breen, null Kathy Brickell, null Shaunagh Browne, null Alex Browne, null Nicolas Brozzi, null Sonja Hjellegjerde Brunvoll, null Marjolein Brusse‐Keizer, null Nina Buchtele, null Christian Buesaquillo, null Polina Bugaeva, null Marielle Buisson, null Danilo Buonsenso, null Erlina Burhan, null Aidan Burrell, null Ingrid G. Bustos, null Denis Butnaru, null André Cabie, null Susana Cabral, null Eder Caceres, null Cyril Cadoz, null Kate Calligy, null Jose Andres Calvache, null João Camões, null Valentine Campana, null Paul Campbell, null Josie Campisi, null Cecilia Canepa, null Mireia Cantero, null Pauline Caraux‐Paz, null Sheila Cárcel, null Chiara Simona Cardellino, null Sofia Cardoso, null Filipe Cardoso, null Filipa Cardoso, null Nelson Cardoso, null Simone Carelli, null Nicolas Carlier, null Thierry Carmoi, null Gayle Carney, null Inês Carqueja, null Marie‐Christine Carret, null François Martin Carrier, null Ida Carroll, null Gail Carson, null Maire‐Laure Casanova, null Mariana Cascão, null Siobhan Casey, null José Casimiro, null Bailey Cassandra, null Silvia Castañeda, null Nidyanara Castanheira, null Guylaine Castor‐Alexandre, null Henry Castrillón, null Ivo Castro, null Ana Catarino, null François‐Xavier Catherine, null Paolo Cattaneo, null Roberta Cavalin, null Giulio Giovanni Cavalli, null Alexandros Cavayas, null Adrian Ceccato, null Minerva Cervantes‐Gonzalez, null Anissa Chair, null Catherine Chakveatze, null Adrienne Chan, null Meera Chand, null Christelle Chantalat Auger, null Jean‐Marc Chapplain, null Julie Chas, null Allegra Chatterjee, null Mobin Chaudry, null Jonathan Samuel Chávez Iñiguez, null Anjellica Chen, null Yih‐Sharng Chen, null Matthew Pellan Cheng, null Antoine Cheret, null Thibault Chiarabini, null Julian Chica, null Suresh Kumar Chidambaram, null Leong Chin Tho, null Catherine Chirouze, null Davide Chiumello, null Sung‐Min Cho, null Bernard Cholley, null Marie‐Charlotte Chopin, null Ting Soo Chow, null Yock Ping Chow, null Jonathan Chua, null Hiu Jian Chua, null Jose Pedro Cidade, null José Miguel Cisneros Herreros, null Barbara Wanjiru Citarella, null Anna Ciullo, null Jennifer Clarke, null Emma Clarke, null Rolando Claure‐Del Granado, null Sara Clohisey, null Perren J. Cobb, null Cassidy Codan, null Caitriona Cody, null Alexandra Coelho, null Megan Coles, null Gwenhaël Colin, null Michael Collins, null Sebastiano Maria Colombo, null Pamela Combs, null Marie Connor, null Anne Conrad, null Sofía Contreras, null Elaine Conway, null Graham S. Cooke, null Mary Copland, null Hugues Cordel, null Amanda Corley, null Sabine Cornelis, null Alexander Daniel Cornet, null Arianne Joy Corpuz, null Andrea Cortegiani, null Grégory Corvaisier, null Emma Costigan, null Camille Couffignal, null Sandrine Couffin‐Cadiergues, null Roxane Courtois, null Stéphanie Cousse, null Rachel Cregan, null Sabine Croonen, null Gloria Crowl, null Jonathan Crump, null Claudina Cruz, null Juan Luis Cruz Bermúdez, null Jaime Cruz Rojo, null Marc Csete, null Ailbhe Cullen, null Matthew Cummings, null Gerard Curley, null Elodie Curlier, null Colleen Curran, null Paula Custodio, null Ana da Silva Filipe, null Charlene Da Silveira, null Al‐Awwab Dabaliz, null Andrew Dagens, null John Arne Dahl, null Darren Dahly, null Heidi Dalton, null Jo Dalton, null Seamus Daly, null Nick Daneman, null Corinne Daniel, null Emmanuelle A. Dankwa, null Jorge Dantas, null Frédérick D'Aragon, null Gillian de Loughry, null Diego de Mendoza, null Etienne De Montmollin, null Rafael Freitas de Oliveira França, null Ana Isabel de Pinho Oliveira, null Rosanna De Rosa, null Cristina De Rose, null Thushan de Silva, null Peter de Vries, null Jillian Deacon, null David Dean, null Alexa Debard, null Marie‐Pierre Debray, null Nathalie DeCastro, null William Dechert, null Lauren Deconninck, null Romain Decours, null Eve Defous, null Isabelle Delacroix, null Eric Delaveuve, null Karen Delavigne, null Nathalie M. Delfos, null Ionna Deligiannis, null Andrea Dell'Amore, null Christelle Delmas, null Pierre Delobel, null Corine Delsing, null Elisa Demonchy, null Emmanuelle Denis, null Dominique Deplanque, null Pieter Depuydt, null Mehul Desai, null Diane Descamps, null Mathilde Desvallées, null Santi Dewayanti, null Pathik Dhanger, null Alpha Diallo, null Sylvain Diamantis, null André Dias, null Juan Jose Diaz, null Priscila Diaz, null Rodrigo Diaz, null Kévin Didier, null Jean‐Luc Diehl, null Wim Dieperink, null Jérôme Dimet, null Vincent Dinot, null Fara Diop, null Alphonsine Diouf, null Yael Dishon, null Félix Djossou, null Annemarie B. Docherty, null Helen Doherty, null Arjen M. Dondorp, null Maria Donnelly, null Christl A. Donnelly, null Sean Donohue, null Yoann Donohue, null Chloe Donohue, null Peter Doran, null Céline Dorival, null Eric D'Ortenzio, null James Joshua Douglas, null Renee Douma, null Nathalie Dournon, null Triona Downer, null Joanne Downey, null Mark Downing, null Tom Drake, null Aoife Driscoll, null Murray Dryden, null Claudio Duarte Fonseca, null Vincent Dubee, null François Dubos, null Alexandre Ducancelle, null Toni Duculan, null Susanne Dudman, null Abhijit Duggal, null Paul Dunand, null Mathilde Duplaix, null Emanuele Durante‐Mangoni, null Lucian Durham, null Bertrand Dussol, null Juliette Duthoit, null Xavier Duval, null Anne Margarita Dyrhol‐Riise, null Sim Choon Ean, null Marco Echeverria‐Villalobos, null Siobhan Egan, null Linn Margrete Eggesbø, null Carla Eira, null Mohammed El Sanharawi, null Subbarao Elapavaluru, null Brigitte Elharrar, null Jacobien Ellerbroek, null Merete Ellingjord‐Dale, null Philippine Eloy, null Tarek Elshazly, null Iqbal Elyazar, null Isabelle Enderle, null Tomoyuki Endo, null Chan Chee Eng, null Ilka Engelmann, null Vincent Enouf, null Olivier Epaulard, null Martina Escher, null Mariano Esperatti, null Hélène Esperou, null Marina Esposito‐Farese, null João Estevão, null Manuel Etienne, null Nadia Ettalhaoui, null Anna Greti Everding, null Mirjam Evers, null Marc Fabre, null Isabelle Fabre, null Amna Faheem, null Arabella Fahy, null Cameron J. Fairfield, null Zul Fakar, null Komal Fareed, null Pedro Faria, null Ahmed Farooq, null Hanan Fateena, null Arie Zainul Fatoni, null Karine Faure, null Raphaël Favory, null Mohamed Fayed, null Niamh Feely, null Laura Feeney, null Jorge Fernandes, null Marília Andreia Fernandes, null Susana Fernandes, null François‐Xavier Ferrand, null Eglantine Ferrand Devouge, null Joana Ferrão, null Mário Ferraz, null Sílvia Ferreira, null Isabel Ferreira, null Benigno Ferreira, null Ricard Ferrer‐Roca, null Nicolas Ferriere, null Céline Ficko, null Claudia Figueiredo‐Mello, null William Finlayson, null Juan Fiorda, null Thomas Flament, null Clara Flateau, null Tom Fletcher, null Letizia Lucia Florio, null Deirdre Flynn, null Claire Foley, null Jean Foley, null Victor Fomin, null Tatiana Fonseca, null Patricia Fontela, null Simon Forsyth, null Denise Foster, null Giuseppe Foti, null Erwan Fourn, null Robert A. Fowler, null Marianne Fraher, null Diego Franch‐Llasat, null John F. Fraser, null Christophe Fraser, null Marcela Vieira Freire, null Ana Freitas Ribeiro, null Caren Friedrich, null Stéphanie Fry, null Nora Fuentes, null Masahiro Fukuda, null G. Argin, null Valérie Gaborieau, null Rostane Gaci, null Massimo Gagliardi, null Jean‐Charles Gagnard, null Amandine Gagneux‐Brunon, null Sérgio Gaião, null Linda Gail Skeie, null Phil Gallagher, null Carrol Gamble, null Yasmin Gani, null Arthur Garan, null Rebekha Garcia, null Noelia García Barrio, null Julia Garcia‐Diaz, null Esteban Garcia‐Gallo, null Navya Garimella, null Denis Garot, null Valérie Garrait, null Basanta Gauli, null Nathalie Gault, null Aisling Gavin, null Anatoliy Gavrylov, null Alexandre Gaymard, null Johannes Gebauer, null Eva Geraud, null Louis Gerbaud Morlaes, null Nuno Germano, null Praveen Kumar Ghisulal, null Jade Ghosn, null Marco Giani, null Jess Gibson, null Tristan Gigante, null Morgane Gilg, null Elaine Gilroy, null Guillermo Giordano, null Michelle Girvan, null Valérie Gissot, null Daniel Glikman, null Petr Glybochko, null Eric Gnall, null Geraldine Goco, null François Goehringer, null Siri Goepel, null Jean‐Christophe Goffard, null Jin Yi Goh, null Jonathan Golob, null Kyle Gomez, null Joan Gómez‐Junyent, null Marie Gominet, null Alicia Gonzalez, null Patricia Gordon, null Isabelle Gorenne, null Laure Goubert, null Cécile Goujard, null Tiphaine Goulenok, null Margarite Grable, null Jeronimo Graf, null Edward Wilson Grandin, null Pascal Granier, null Giacomo Grasselli, null Christopher A. Green, null Courtney Greene, null William Greenhalf, null Segolène Greffe, null Domenico Luca Grieco, null Matthew Griffee, null Fiona Griffiths, null Ioana Grigoras, null Albert Groenendijk, null Anja Grosse Lordemann, null Heidi Gruner, null Yusing Gu, null Jérémie Guedj, null Martin Guego, null Dewi Guellec, null Anne‐Marie Guerguerian, null Daniela Guerreiro, null Romain Guery, null Anne Guillaumot, null Laurent Guilleminault, null Maisa Guimarães de Castro, null Thomas Guimard, null Marieke Haalboom, null Daniel Haber, null Hannah Habraken, null Ali Hachemi, null Amy Hackmann, null Nadir Hadri, null Fakhir Haidri, null Sheeba Hakak, null Adam Hall, null Sophie Halpin, null Jawad Hameed, null Ansley Hamer, null Raph L. Hamers, null Rebecca Hamidfar, null Bato Hammarström, null Terese Hammond, null Lim Yuen Han, null Rashan Haniffa, null Kok Wei Hao, null Hayley Hardwick, null Ewen M. Harrison, null Janet Harrison, null Samuel Bernard Ekow Harrison, null Alan Hartman, null Mohd Shahnaz Hasan, null Junaid Hashmi, null Muhammad Hayat, null Ailbhe Hayes, null Leanne Hays, null Jan Heerman, null Lars Heggelund, null Ross Hendry, null Martina Hennessy, null Aquiles Henriquez‐Trujillo, null Maxime Hentzien, null Jaime Hernandez‐Montfort, null Andrew Hershey, null Liv Hesstvedt, null Astarini Hidayah, null Eibhilin Higgins, null Dawn Higgins, null Rupert Higgins, null Rita Hinchion, null Samuel Hinton, null Hiroaki Hiraiwa, null Haider Hirkani, null Hikombo Hitoto, null Yi Bin Ho, null Antonia Ho, null Alexandre Hoctin, null Isabelle Hoffmann, null Wei Han Hoh, null Oscar Hoiting, null Rebecca Holt, null Jan Cato Holter, null Peter Horby, null Juan Pablo Horcajada, null Koji Hoshino, null Ikram Houas, null Catherine L. Hough, null Stuart Houltham, null Jimmy Ming‐Yang Hsu, null Jean‐Sébastien Hulot, null Stella Huo, null Abby Hurd, null Iqbal Hussain, null Samreen Ijaz, null Hajnal‐Gabriela Illes, null Patrick Imbert, null Mohammad Imran, null Rana Imran Sikander, null Aftab Imtiaz, null Hugo Inácio, null Carmen Infante Dominguez, null Yun Sii Ing, null Elias Iosifidis, null Mariachiara Ippolito, null Sarah Isgett, null Tiago Isidoro, null Nadiah Ismail, null Margaux Isnard, null Mette Stausland Istre, null Junji Itai, null Daniel Ivulich, null Danielle Jaafar, null Salma Jaafoura, null Julien Jabot, null Clare Jackson, null Nina Jamieson, null Pierre Jaquet, null Coline Jaud‐Fischer, null Stéphane Jaureguiberry, null Denise Jaworsky, null Florence Jego, null Anilawati Mat Jelani, null Synne Jenum, null Ruth Jimbo‐Sotomayor, null Ong Yiaw Joe, null Ruth N. Jorge García, null Silje Bakken Jørgensen, null Cédric Joseph, null Mark Joseph, null Swosti Joshi, null Mercé Jourdain, null Philippe Jouvet, null Hanna Jung, null Anna Jung, null Dafsah Juzar, null Ouifiya Kafif, null Florentia Kaguelidou, null Neerusha Kaisbain, null Thavamany Kaleesvran, null Sabina Kali, null Alina Kalicinska, null Karl Trygve Kalleberg, null Smaragdi Kalomoiri, null Muhammad Aisar Ayadi Kamaluddin, null Zul Amali Che Kamaruddin, null Nadiah Kamarudin, null Kavita Kamineni, null Darshana Hewa Kandamby, null Chris Kandel, null Kong Yeow Kang, null Darakhshan Kanwal, null Pratap Karpayah, null Daisuke Kasugai, null Anant Kataria, null Kevin Katz, null Aasmine Kaur, null Christy Kay, null Hannah Keane, null Seán Keating, null Pulak Kedia, null Claire Kelly, null Yvelynne Kelly, null Andrea Kelly, null Niamh Kelly, null Aoife Kelly, null Sadie Kelly, null Maeve Kelsey, null Ryan Kennedy, null Kalynn Kennon, null Maeve Kernan, null Younes Kerroumi, null Sharma Keshav, null Imrana Khalid, null Osama Khalid, null Antoine Khalil, null Coralie Khan, null Irfan Khan, null Quratul Ain Khan, null Sushil Khanal, null Abid Khatak, null Amin Khawaja, null Krish Kherajani, null Michelle E. Kho, null Ryan Khoo, null Denisa Khoo, null Saye Khoo, null Nasir Khoso, null Khor How Kiat, null Yuri Kida, null Peter Kiiza, null Beathe Kiland Granerud, null Anders Benjamin Kildal, null Jae Burm Kim, null Antoine Kimmoun, null Detlef Kindgen‐Milles, null Alexander King, null Nobuya Kitamura, null Eyrun Floerecke Kjetland Kjetland, null Paul Klenerman, null Rob Klont, null Gry Kloumann Bekken, null Stephen R. Knight, null Robin Kobbe, null Chamira Kodippily, null Malte Kohns Vasconcelos, null Sabin Koirala, null Mamoru Komatsu, null Caroline Kosgei, null Arsène Kpangon, null Karolina Krawczyk, null Vinothini Krishnan, null Sudhir Krishnan, null Oksana Kruglova, null Ganesh Kumar, null Deepali Kumar, null Mukesh Kumar, null Pavan Kumar Vecham, null Dinesh Kuriakose, null Ethan Kurtzman, null Demetrios Kutsogiannis, null Galyna Kutsyna, null Konstantinos Kyriakoulis, null Marie Lachatre, null Marie Lacoste, null John G. Laffey, null Marie Lagrange, null Fabrice Laine, null Olivier Lairez, null Sanjay Lakhey, null Antonio Lalueza, null Marc Lambert, null François Lamontagne, null Marie Langelot‐Richard, null Vincent Langlois, null Eka Yudha Lantang, null Marina Lanza, null Cédric Laouénan, null Samira Laribi, null Delphine Lariviere, null Stéphane Lasry, null Sakshi Lath, null Naveed Latif, null Odile Launay, null Didier Laureillard, null Yoan Lavie‐Badie, null Andy Law, null Teresa Lawrence, null Cassie Lawrence, null Minh Le, null Clément Le Bihan, null Cyril Le Bris, null Georges Le Falher, null Lucie Le Fevre, null Quentin Le Hingrat, null Marion Le Maréchal, null Soizic Le Mestre, null Gwenaël Le Moal, null Vincent Le Moing, null Hervé Le Nagard, null Paul Le Turnier, null Ema Leal, null Marta Leal Santos, null Heng Gee Lee, null Biing Horng Lee, null Yi Lin Lee, null Todd C. Lee, null James Lee, null Jennifer Lee, null Su Hwan Lee, null Gary Leeming, null Laurent Lefebvre, null Bénédicte Lefebvre, null Benjamin Lefèvre, null Sylvie LeGac, null Jean‐Daniel Lelievre, null François Lellouche, null Adrien Lemaignen, null Véronique Lemee, null Anthony Lemeur, null Gretchen Lemmink, null Ha Sha Lene, null Jenny Lennon, null Rafael León, null Marc Leone, null Michela Leone, null Quentin Lepiller, null François‐Xavier Lescure, null Olivier Lesens, null Mathieu Lesouhaitier, null Amy Lester‐Grant, null Yves Levy, null Bruno Levy, null Claire Levy‐Marchal, null Katarzyna Lewandowska, null Erwan L'Her, null Gianluigi Li Bassi, null Janet Liang, null Ali Liaquat, null Geoffrey Liegeon, null Kah Chuan Lim, null Wei Shen Lim, null Chantre Lima, null Lim Lina, null Bruno Lina, null Andreas Lind, null Maja Katherine Lingad, null Guillaume Lingas, null Sylvie Lion‐Daolio, null Samantha Lissauer, null Keibun Liu, null Marine Livrozet, null Patricia Lizotte, null Antonio Loforte, null Navy Lolong, null Leong Chee Loon, null Diogo Lopes, null Dalia Lopez‐Colon, null Jose W. Lopez‐Revilla, null Anthony L. Loschner, null Paul Loubet, null Bouchra Loufti, null Guillame Louis, null Silvia Lourenco, null Lara Lovelace‐Macon, null Lee Lee Low, null Marije Lowik, null Jia Shyi Loy, null Jean Christophe Lucet, null Carlos Lumbreras Bermejo, null Carlos M. Luna, null Olguta Lungu, null Liem Luong, null Nestor Luque, null Dominique Luton, null Nilar Lwin, null Ruth Lyons, null Olavi Maasikas, null Oryane Mabiala, null Moïse Machado, null Gabriel Macheda, null Hashmi Madiha, null Guillermo Maestro de la Calle, null Rafael Mahieu, null Sophie Mahy, null Ana Raquel Maia, null Lars S. Maier, null Mylène Maillet, null Thomas Maitre, null Maximilian Malfertheiner, null Nadia Malik, null Paddy Mallon, null Fernando Maltez, null Denis Malvy, null Victoria Manda, null Laurent Mandelbrot, null Frank Manetta, null Julie Mankikian, null Edmund Manning, null Aldric Manuel, null Ceila Maria Sant'Ana Malaque, null Flávio Marino, null Daniel Marino, null Samuel Markowicz, null Charbel Maroun Eid, null Ana Marques, null Catherine Marquis, null Brian Marsh, null Laura Marsh, null Megan Marshal, null John Marshall, null Celina Turchi Martelli, null Dori‐Ann Martin, null Emily Martin, null Guillaume Martin‐Blondel, null Ignacio Martin‐Loeches, null Martin Martinot, null Alejandro Martin‐Quiros, null João Martins, null Ana Martins, null Nuno Martins, null Caroline Martins Rego, null Gennaro Martucci, null Olga Martynenko, null Eva Miranda Marwali, null Marsilla Marzukie, null David Maslove, null Sabina Mason, null Sobia Masood, null Basri Mat Nor, null Moshe Matan, null Meghena Mathew, null Daniel Mathieu, null Mathieu Mattei, null Romans Matulevics, null Laurence Maulin, null Michael Maxwell, null Javier Maynar, null Thierry Mazzoni, null Natalie Mc Evoy, null Lisa Mc Sweeney, null Colin McArthur, null Anne McCarthy, null Aine McCarthy, null Colin McCloskey, null Rachael McConnochie, null Sherry McDermott, null Sarah E. McDonald, null Aine McElroy, null Samuel McElwee, null Victoria McEneany, null Allison McGeer, null Chris McKay, null Johnny McKeown, null Kenneth A. McLean, null Paul McNally, null Bairbre McNicholas, null Elaine McPartlan, null Edel Meaney, null Cécile Mear‐Passard, null Maggie Mechlin, null Maqsood Meher, null Omar Mehkri, null Ferruccio Mele, null Luis Melo, null Kashif Memon, null Joao Joao Mendes, null Ogechukwu Menkiti, null Kusum Menon, null France Mentré, null Alexander J. Mentzer, null Noémie Mercier, null Emmanuelle Mercier, null Antoine Merckx, null Mayka Mergeay‐Fabre, null Blake Mergler, null António Mesquita, null Roberta Meta, null Osama Metwally, null Agnès Meybeck, null Dan Meyer, null Alison M. Meynert, null Vanina Meysonnier, null Amina Meziane, null Mehdi Mezidi, null Céline Michelanglei, null Isabelle Michelet, null Efstathia Mihelis, null Vladislav Mihnovit, null Hugo Miranda‐Maldonado, null Nor Arisah Misnan, null Tahira Jamal Mohamed, null Nik Nur Eliza Mohamed, null Asma Moin, null David Molina, null Elena Molinos, null Brenda Molloy, null Mary Mone, null Agostinho Monteiro, null Claudia Montes, null Giorgia Montrucchio, null Shona C. Moore, null Sarah Moore, null Lina Morales Cely, null Lucia Moro, null Ben Morton, null Catherine Motherway, null Ana Motos, null Hugo Mouquet, null Clara Mouton Perrot, null Julien Moyet, null Caroline Mudara, null Aisha Kalsoom Mufti, null Ng Yong Muh, null Dzawani Muhamad, null Jimmy Mullaert, null Fredrik Müller, null Karl Erik Müller, null Daniel Munblit, null Syed Muneeb, null Nadeem Munir, null Laveena Munshi, null Aisling Murphy, null Lorna Murphy, null Marlène Murris, null Himed Musaab, null Himasha Muvindi, null Gugapriyaa Muyandy, null Dimitra Melia Myrodia, null Farah Nadia Mohd‐Hanafiah, null Dave Nagpal, null Alex Nagrebetsky, null Mangala Narasimhan, null Nageswaran Narayanan, null Rashid Nasim Khan, null Alasdair Nazerali‐Maitland, null Nadège Neant, null Holger Neb, null Nikita Nekliudov, null Erni Nelwan, null Raul Neto, null Emily Neumann, null Pauline Yeung Ng, null Wing Yiu Ng, null Anthony Nghi, null Duc Nguyen, null Orna Ni Choileain, null Niamh Ni Leathlobhair, null Alistair Nichol, null Prompak Nitayavardhana, null Stephanie Nonas, null Nurul Amani Mohd Noordin, null Marion Noret, null Nurul Faten Izzati Norharizam, null Lisa Norman, null Alessandra Notari, null Mahdad Noursadeghi, null Karolina Nowicka, null Adam Nowinski, null Saad Nseir, null Jose I. Nunez, null Nurnaningsih Nurnaningsih, null Dwi Utomo Nusantara, null Elsa Nyamankolly, null Anders Benteson Nygaard, null Fionnuala O. Brien, null Annmarie O. Callaghan, null Annmarie O'Callaghan, null Giovanna Occhipinti, null Derbrenn OConnor, null Max O'Donnell, null Tawnya Ogston, null Takayuki Ogura, null Tak‐Hyuk Oh, null Sophie O'Halloran, null Katie O'Hearn, null Shinichiro Ohshimo, null Agnieszka Oldakowska, null João Oliveira, null Larissa Oliveira, null Piero L. Olliaro, null Jee Yan Ong, null David S. Y. Ong, null Wilna Oosthuyzen, null Anne Opavsky, null Peter Openshaw, null Saijad Orakzai, null Claudia Milena Orozco‐Chamorro, null Jamel Ortoleva, null Javier Osatnik, null Linda O'Shea, null Miriam O'Sullivan, null Siti Zubaidah Othman, null Nadia Ouamara, null Rachida Ouissa, null Eric Oziol, null Maïder Pagadoy, null Justine Pages, null Mario Palacios, null Amanda Palacios, null Massimo Palmarini, null Giovanna Panarello, null Prasan Kumar Panda, null Hem Paneru, null Lai Hui Pang, null Mauro Panigada, null Nathalie Pansu, null Aurélie Papadopoulos, null Rachael Parke, null Melissa Parker, null Briseida Parra, null Taha Pasha, null Jérémie Pasquier, null Bruno Pastene, null Fabian Patauner, null Drashti Patel, null Mohan Dass Pathmanathan, null Luís Patrão, null Patricia Patricio, null Juliette Patrier, null Lisa Patterson, null Rajyabardhan Pattnaik, null Mical Paul, null Christelle Paul, null Jorge Paulos, null William A. Paxton, null Jean‐François Payen, null Kalaiarasu Peariasamy, null Miguel Pedrera Jiménez, null Giles J. Peek, null Florent Peelman, null Nathan Peiffer‐Smadja, null Vincent Peigne, null Mare Pejkovska, null Paolo Pelosi, null Ithan D. Peltan, null Rui Pereira, null Daniel Perez, null Luis Periel, null Thomas Perpoint, null Antonio Pesenti, null Vincent Pestre, null Lenka Petrou, null Michele Petrovic, null Ventzislava Petrov‐Sanchez, null Frank Olav Pettersen, null Gilles Peytavin, null Scott Pharand, null Walter Picard, null Olivier Picone, null Maria de Piero, null Carola Pierobon, null Djura Piersma, null Carlos Pimentel, null Raquel Pinto, null Catarina Pires, null Isabelle Pironneau, null Lionel Piroth, null Ayodhia Pitaloka, null Riinu Pius, null Laurent Plantier, null Hon Shen Png, null Julien Poissy, null Ryadh Pokeerbux, null Maria Pokorska‐Spiewak, null Sergio Poli, null Georgios Pollakis, null Diane Ponscarme, null Jolanta Popielska, null Diego Bastos Porto, null Andra‐Maris Post, null Douwe F. Postma, null Pedro Povoa, null Diana Póvoas, null Jeff Powis, null Sofia Prapa, null Sébastien Preau, null Christian Prebensen, null Jean‐Charles Preiser, null Anton Prinssen, null Gamage Dona Dilanthi Priyadarshani, null Lucia Proença, null Sravya Pudota, null Oriane Puéchal, null Bambang Pujo Semedi, null Mathew Pulicken, null Gregory Purcell, null Luisa Quesada, null Vilmaris Quinones‐Cardona, null Víctor Quirós González, null Else Quist‐Paulsen, null Mohammed Quraishi, null Maia Rabaa, null Christian Rabaud, null Ebenezer Rabindrarajan, null Aldo Rafael, null Marie Rafiq, null Mutia Rahardjani, null Rozanah Abd Rahman, null Ahmad Kashfi Haji Ab Rahman, null Arsalan Rahutullah, null Fernando Rainieri, null Giri Shan Rajahram, null Pratheema Ramachandran, null Nagarajan Ramakrishnan, null Ahmad Afiq Ramli, null Blandine Rammaert, null Grazielle Viana Ramos, null Asim Rana, null Rajavardhan Rangappa, null Ritika Ranjan, null Christophe Rapp, null Aasiyah Rashan, null Thalha Rashan, null Ghulam Rasheed, null Menaldi Rasmin, null Indrek Rätsep, null Cornelius Rau, null Tharmini Ravi, null Ali Raza, null Andre Real, null Stanislas Rebaudet, null Sarah Redl, null Brenda Reeve, null Attaur Rehman, null Liadain Reid, null Dag Henrik Reikvam, null Renato Reis, null Jordi Rello, null Jonathan Remppis, null Martine Remy, null Hongru Ren, null Hanna Renk, null Anne‐Sophie Resseguier, null Matthieu Revest, null Oleksa Rewa, null Luis Felipe Reyes, null Tiago Reyes, null Maria Ines Ribeiro, null Antonia Ricchiuto, null David Richardson, null Denise Richardson, null Laurent Richier, null Siti Nurul Atikah Ahmad Ridzuan, null Jordi Riera, null Ana L. Rios, null Asgar Rishu, null Patrick Rispal, null Karine Risso, null Maria Angelica Rivera Nuñez, null Nicholas Rizer, null Chiara Robba, null André Roberto, null Stephanie Roberts, null David L. Robertson, null Olivier Robineau, null Ferran Roche‐Campo, null Paola Rodari, null Simão Rodeia, null Julia Rodriguez Abreu, null Bernhard Roessler, null Pierre‐Marie Roger, null Claire Roger, null Emmanuel Roilides, null Juliette Romaru, null Roberto Roncon‐Albuquerque, null Mélanie Roriz, null Manuel Rosa‐Calatrava, null Michael Rose, null Dorothea Rosenberger, null Nurul Hidayah Mohammad Roslan, null Andrea Rossanese, null Matteo Rossetti, null Bénédicte Rossignol, null Patrick Rossignol, null Stella Rousset, null Carine Roy, null Benoît Roze, null Desy Rusmawatiningtyas, null Clark D. Russell, null Maria Ryan, null Maeve Ryan, null Steffi Ryckaert, null Aleksander Rygh Holten, null Isabela Saba, null Sairah Sadaf, null Musharaf Sadat, null Valla Sahraei, null Maximilien Saint‐Gilles, null Pranya Sakiyalak, null Nawal Salahuddin, null Leonardo Salazar, null Jodat Saleem, null Gabriele Sales, null Stéphane Sallaberry, null Charlotte Salmon Gandonniere, null Hélène Salvator, null Olivier Sanchez, null Angel Sanchez‐Miralles, null Vanessa Sancho‐Shimizu, null Gyan Sandhu, null Zulfiqar Sandhu, null Pierre‐François Sandrine, null Oana Sandulescu, null Marlene Santos, null Shirley Sarfo‐Mensah, null Bruno Sarmento Banheiro, null Iam Claire E. Sarmiento, null Benjamine Sarton, null Ankana Satya, null Sree Satyapriya, null Rumaisah Satyawati, null Egle Saviciute, null Parthena Savvidou, null Yen Tsen Saw, null Justin Schaffer, null Tjard Schermer, null Arnaud Scherpereel, null Marion Schneider, null Stephan Schroll, null Michael Schwameis, null Gary Schwartz, null Janet T. Scott, null James Scott‐Brown, null Nicholas Sedillot, null Tamara Seitz, null Jaganathan Selvanayagam, null Mageswari Selvarajoo, null Caroline Semaille, null Malcolm G. Semple, null Rasidah Bt Senian, null Eric Senneville, null Filipa Sequeira, null Tânia Sequeira, null Ary Serpa Neto, null Pablo Serrano Balazote, null Ellen Shadowitz, null Syamin Asyraf Shahidan, null Mohammad Shamsah, null Anuraj Shankar, null Shaikh Sharjeel, null Pratima Sharma, null Catherine A. Shaw, null Victoria Shaw, null Ashraf Sheharyar, null Rohan Shetty, null Rajesh Mohan Shetty, null Haixia Shi, null Mohiuddin Shiekh, null Nobuaki Shime, null Keiki Shimizu, null Sally Shrapnel, null Pramesh Sundar Shrestha, null Shubha Kalyan Shrestha, null Hoi Ping Shum, null Nassima Si Mohammed, null Ng Yong Siang, null Jeanne Sibiude, null Atif Siddiqui, null Piret Sillaots, null Catarina Silva, null Rogério Silva, null Maria Joao Silva, null Benedict Sim Lim Heng, null Wai Ching Sin, null Dario Sinatti, null Punam Singh, null Budha Charan Singh, null Pompini Agustina Sitompul, null Karisha Sivam, null Vegard Skogen, null Sue Smith, null Benjamin Smood, null Coilin Smyth, null Michelle Smyth, null Morgane Snacken, null Dominic So, null Tze Vee Soh, null Lene Bergendal Solberg, null Joshua Solomon, null Tom Solomon, null Emily Somers, null Agnès Sommet, null Rima Song, null Myung Jin Song, null Tae Song, null Jack Song Chia, null Michael Sonntagbauer, null Azlan Mat Soom, null Arne Søraas, null Camilla Lund Søraas, null Alberto Sotto, null Edouard Soum, null Marta Sousa, null Ana Chora Sousa, null Maria Sousa Uva, null Vicente Souza‐Dantas, null Alexandra Sperry, null Elisabetta Spinuzza, null B. P. Sanka Ruwan Sri Darshana, null Shiranee Sriskandan, null Sarah Stabler, null Thomas Staudinger, null Stephanie‐Susanne Stecher, null Trude Steinsvik, null Ymkje Stienstra, null Birgitte Stiksrud, null Eva Stolz, null Amy Stone, null Adrian Streinu‐Cercel, null Anca Streinu‐Cercel, null David Stuart, null Ami Stuart, null Decy Subekti, null Gabriel Suen, null Jacky Y. Suen, null Asfia Sultana, null Charlotte Summers, null Dubravka Supic, null Deepashankari Suppiah, null Magdalena Surovcová, null Suwarti Suwarti, null Andrey Svistunov, null Sarah Syahrin, null Konstantinos Syrigos, null Jaques Sztajnbok, null Konstanty Szuldrzynski, null Shirin Tabrizi, null Fabio S. Taccone, null Lysa Tagherset, null Shahdattul Mawarni Taib, null Ewa Talarek, null Sara Taleb, null Jelmer Talsma, null Renaud Tamisier, null Maria Lawrensia Tampubolon, null Kim Keat Tan, null Yan Chyi Tan, null Taku Tanaka, null Hiroyuki Tanaka, null Hayato Taniguchi, null Huda Taqdees, null Arshad Taqi, null Coralie Tardivon, null Pierre Tattevin, null M. Azhari Taufik, null Hassan Tawfik, null Richard S. Tedder, null Tze Yuan Tee, null João Teixeira, null Sofia Tejada, null Marie‐Capucine Tellier, null Sze Kye Teoh, null Vanessa Teotonio, null François Téoulé, null Pleun Terpstra, null Olivier Terrier, null Nicolas Terzi, null Hubert Tessier‐Grenier, null Adrian Tey, null Alif Adlan Mohd Thabit, null Anand Thakur, null Zhang Duan Tham, null Suvintheran Thangavelu, null Vincent Thibault, null Simon‐Djamel Thiberville, null Benoît Thill, null Jananee Thirumanickam, null Shaun Thompson, null Emma C. Thomson, null Surain Raaj Thanga Thurai, null Ryan S. Thwaites, null Paul Tierney, null Vadim Tieroshyn, null Peter S. Timashev, null Jean‐François Timsit, null Bharath Kumar Tirupakuzhi Vijayaraghavan, null Noémie Tissot, null Jordan Zhien Yang Toh, null Maria Toki, null Kristian Tonby, null Sia Loong Tonnii, null Margarida Torres, null Antoni Torres, null Rosario Maria Torres Santos‐Olmo, null Hernando Torres‐Zevallos, null Michael Towers, null Tony Trapani, null Théo Treoux, null Cécile Tromeur, null Ioannis Trontzas, null Tiffany Trouillon, null Jeanne Truong, null Christelle Tual, null Sarah Tubiana, null Helen Tuite, null Jean‐Marie Turmel, null Lance C. W. Turtle, null Anders Tveita, null Pawel Twardowski, null Makoto Uchiyama, null P. G. Ishara Udayanga, null Andrew Udy, null Roman Ullrich, null Alberto Uribe, null Asad Usman, null Timothy M. Uyeki, null Cristinava Vajdovics, null Piero Valentini, null Luís Val‐Flores, null Amélie Valran, null Stijn Van de Velde, null Marcel van den Berge, null Machteld Van der Feltz, null Job van der Palen, null Paul van der Valk, null Nicky Van Der Vekens, null Peter Van der Voort, null Sylvie Van Der Werf, null Laura van Gulik, null Jarne Van Hattem, null Carolien van Netten, null Ilonka van Veen, null Noémie Vanel, null Henk Vanoverschelde, null Pooja Varghese, null Michael Varrone, null Shoban Raj Vasudayan, null Charline Vauchy, null Shaminee Veeran, null Aurélie Veislinger, null Sebastian Vencken, null Sara Ventura, null Annelies Verbon, null James Vickers, null José Ernesto Vidal, null César Vieira, null Deepak Vijayan, null Joy Ann Villanueva, null Judit Villar, null Pierre‐Marc Villeneuve, null Andrea Villoldo, null Gayatri Vishwanathan, null Benoit Visseaux, null Hannah Visser, null Chiara Vitiello, null Harald Vonkeman, null Fanny Vuotto, null Noor Hidayu Wahab, null Suhaila Abdul Wahab, null Nadirah Abdul Wahid, null Marina Wainstein, null Wan Fadzlina Wan Muhd Shukeri, null Chih‐Hsien Wang, null Steve Webb, null Jia Wei, null Katharina Weil, null Tan Pei Wen, null Sanne Wesselius, null T. Eoin West, null Murray Wham, null Bryan Whelan, null Nicole White, null Paul Henri Wicky, null Aurélie Wiedemann, null Surya Otto Wijaya, null Keith Wille, null Suzette Willems, null Virginie Williams, null Evert‐Jan Wils, null Xin Ci Wong, null Calvin Wong, null Yew Sing Wong, null Teck Fung Wong, null Natalie Wright, null Gan Ee Xian, null Lim Saio Xian, null Kuan Pei Xuan, null Ioannis Xynogalas, null Siti Rohani Binti Mohd Yakop, null Masaki Yamazaki, null Yazdan Yazdanpanah, null Nicholas Yee Liang Hing, null Cécile Yelnik, null Chian Hui Yeoh, null Stephanie Yerkovich, null Toshiki Yokoyama, null Hodane Yonis, null Obada Yousif, null Saptadi Yuliarto, null Akram Zaaqoq, null Marion Zabbe, null Kai Zacharowski, null Masliza Zahid, null Maram Zahran, null Nor Zaila Binti Zaidan, null Maria Zambon, null Alberto Zanella, null Konrad Zawadka, null Nurul Zaynah, null Hiba Zayyad, null Alexander Zoufaly, null David Zucman, and null ISARIC Clinical Characterisation Group
Published: 2022

4. The value of open-source clinical science in pandemic response

Author: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Subhash Acharya, Andrew Acker, Shingo Adachi, Elisabeth Adam, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Quratul Ain, Kate Ainscough, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Razi Alalqam, Tanvir Alam, Tala Al-dabbous, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al-Fares, Huda Alfoudri, Imran Ali, Naseem Ali Shah, 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, Rajeshwari Arali, 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, Sheharyar Ashraf, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, AM Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, 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, Diego Bastos, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Alexandra Bedossa, Ker Hong Bee, Sylvie Behilill, 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, Krishna Bhavsar, Isabella Bianchi, Claudia Bianco, Farah Nadiah Bidin, Moirangthem Bikram Singh, Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, François Bissuel, Patrick Biston, Laurent Bitker, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Lucille Blumberg, Filomena Boccia, Laetitia Bodenes, Alice Bogaarts, Debby Bogaert, Anne-Hélène Boivin, Pierre-Adrien Bolze, François Bompart, Aurelius Bonfasius, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Elisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Fernando Augusto Bozza, Matthew Brack, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Dorothy Breen, Patrick Breen, Stephen Brett, Kathy Brickell, Tessa Broadley, Alex Browne, Shaunagh Browne, Nicolas Brozzi, Marjolein Brusse-Keizer, Nina Buchtele, Christian Buesaquillo, Polina Bugaeva, Marielle Buisson, Erlina Burhan, Aidan Burrell, Ingrid G. Bustos, Denis Butnaru, André Cabie, Susana Cabral, Eder Caceres, Cyril Cadoz, Mia Callahan, Kate Calligy, Jose Andres Calvache, João Cam, Valentine Campana, Paul Campbell, Josie Campisi, Cecilia Canepa, Mireia Cantero, Pauline Caraux-Paz, Sheila Cárcel, Chiara Simona Cardellino, Filipa Cardoso, Filipe Cardoso, Nelson Cardoso, Sofia Cardoso, Simone Carelli, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Chloe Carpenter, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll, Gail Carson, Ed Carton, Maire-Laure Casanova, Mariana Cascão, Siobhan Casey, José Casimiro, Bailey Cassandra, Silvia Castañeda, Nidyanara Castanheira, Guylaine Castor-Alexandre, Henry Castrillón, Ivo Castro, Ana Catarino, François-Xavier Catherine, Paolo Cattaneo, Roberta Cavalin, Giulio Giovanni Cavalli, Alexandros Cavayas, Adrian Ceccato, Minerva Cervantes-Gonzalez, Anissa Chair, Catherine Chakveatze, Adrienne Chan, Meera Chand, Christelle Chantalat Auger, Jean-Marc Chapplain, Julie Chas, Mobin Chaudary, Jonathan Samuel Chávez Iñiguez, Anjellica Chen, Yih-Sharng Chen, Matthew Pellan Cheng, Antoine Cheret, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin-Tho, Catherine Chirouze, Davide Chiumello, Hwa Jin Cho, Sung-Min Cho, Bernard Cholley, Marie-Charlotte Chopin, Ting Soo Chow, Yock Ping Chow, Hiu Jian Chua, Jonathan Chua, Jose Pedro Cidade, José Miguel Cisneros Herreros, Barbara Wanjiru Citarella, Anna Ciullo, Emma Clarke, Jennifer Clarke, Rolando Claure Del Granado, Sara Clohisey, J. Perren Cobb, Necsoi Coca, Cassidy Codan, Caitriona Cody, Alexandra Coelho, Megan Coles, Gwenhaël Colin, Michael Collins, Sebastiano Maria Colombo, Pamela Combs, Jennifer Connolly, Marie Connor, Anne Conrad, Sofía Contreras, Elaine Conway, Graham S. Cooke, Mary Copland, Hugues Cordel, Amanda Corley, Sarah Cormican, Sabine Cornelis, Alexander Daniel Cornet, Arianne Joy Corpuz, Andrea Cortegiani, Grégory Corvaisier, Emma Costigan, Camille Couffignal, Sandrine Couffin-Cadiergues, Roxane Courtois, Stéphanie Cousse, Rachel Cregan, Charles Crepy D'Orleans, Sabine Croonen, Gloria Crowl, Jonathan Crump, Claudina Cruz, Juan Luis Cruz Berm, Jaime Cruz Rojo, Marc Csete, Alberto Cucino, Ailbhe Cullen, Caroline Cullen, Matthew Cummings, Gerard Curley, Elodie Curlier, Colleen Curran, Paula Custodio, Ana da Silva Filipe, Charlene Da Silveira, Al-Awwab Dabaliz, Andrew Dagens, Darren Dahly, Heidi Dalton, Jo Dalton, Seamus Daly, Federico D'Amico, Nick Daneman, Corinne Daniel, Emmanuelle A Dankwa, Jorge Dantas, Frédérick D’Aragon, Mark de Boer, Gillian de Loughry, Diego de Mendoza, Etienne De Montmollin, Rafael Freitas de Oliveira França, Ana Isabel de Pinho Oliveira, Rosanna De Rosa, Thushan de Silva, Peter de Vries, Jillian Deacon, David Dean, Alexa Debard, Bianca DeBenedictis, Marie-Pierre Debray, Nathalie DeCastro, William Dechert, Lauren Deconninck, Romain Decours, Eve Defous, Isabelle Delacroix, Eric Delaveuve, Karen Delavigne, Nathalie M. Delfos, Ionna Deligiannis, Andrea Dell'Amore, Christelle Delmas, Pierre Delobel, Corine Delsing, Elisa Demonchy, Emmanuelle Denis, Dominique Deplanque, Pieter Depuydt, Mehul Desai, Diane Descamps, Mathilde Desvallée, Santi Dewayanti, Alpha Diallo, Sylvain Diamantis, André Dias, Priscila Diaz, Rodrigo Diaz, Juan Jose Diaz Diaz, Kévin Didier, Jean-Luc Diehl, Wim Dieperink, Jérôme Dimet, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Devika Dixit, Félix Djossou, Annemarie B. Docherty, Helen Doherty, Arjen M Dondorp, Andy Dong, Christl A. Donnelly, Maria Donnelly, Chloe Donohue, Sean Donohue, Yoann Donohue, Ciara Doran, Peter Doran, Céline Dorival, Eric D'Ortenzio, James Joshua Douglas, Renee Douma, Nathalie Dournon, Triona Downer, Joanne Downey, Mark Downing, Tom Drake, Aoife Driscoll, Murray Dryden, Claudio Duarte Fonseca, Vincent Dubee, François Dubos, Alexandre Ducancelle, Toni Duculan, Susanne Dudman, Abhijit Duggal, Paul Dunand, Jake Dunning, Mathilde Duplaix, Emanuele Durante-Mangoni, Lucian Durham III, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean, Marco Echeverria-Villalobos, Siobhan Egan, Carla Eira, Mohammed El Sanharawi, Subbarao Elapavaluru, Brigitte Elharrar, Jacobien Ellerbroek, Philippine Eloy, Tarek Elshazly, Iqbal Elyazar, Isabelle Enderle, Tomoyuki Endo, Chan Chee Eng, Ilka Engelmann, Vincent Enouf, Olivier Epaulard, Martina Escher, Mariano Esperatti, Hélène Esperou, Marina Esposito-Farese, João Estevão, Manuel Etienne, Nadia Ettalhaoui, Anna Greti Everding, Mirjam Evers, Isabelle Fabre, Marc Fabre, Amna Faheem, Arabella Fahy, Cameron J. Fairfield, Zul Fakar, Pedro Faria, Ahmed Farooq, Jeremy J. Farrar, Nataly Farshait, Hanan Fateena, Arie Zainul Fatoni, Karine Faure, Raphaël Favory, Mohamed Fayed, Niamh Feely, Laura Feeney, Jorge Fernandes, Marília Fernandes, Susana Fernandes, François-Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Benigno Ferreira, Sílvia Ferreira, Ricard Ferrer-Roca, Nicolas Ferriere, Céline Ficko, Claudia Figueiredo-Mello, Juan Fiorda, Thomas Flament, Clara Flateau, Tom Fletcher, Letizia Lucia Florio, Brigid Flynn, Deirdre Flynn, Claire Foley, Jean Foley, Victor Fomin, Tatiana Fonseca, Patricia Fontela, Simon Forsyth, Denise Foster, Giuseppe Foti, Erwan Fourn, Robert A. Fowler, Dr Marianne Fraher, Diego Franch-Llasat, Christophe Fraser, John F. Fraser, Marcela Vieira Freire, Ana Freitas Ribeiro, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, Valérie Gaborieau, Rostane Gaci, Massimo Gagliardi, Jean-Charles Gagnard, Nathalie Gagné, Amandine Gagneux-Brunon, Sérgio Gaião, Linda Gail Skeie, Phil Gallagher, Elena Gallego Curto, Carrol Gamble, Yasmin Gani, Arthur Garan, Rebekha Garcia, Noelia García Barrio, Julia Garcia-Diaz, Esteban Garcia-Gallo, Navya Garimella, Denis Garot, Valérie Garrait, Basanta Gauli, Nathalie Gault, Aisling Gavin, Anatoliy Gavrylov, Alexandre Gaymard, Johannes Gebauer, Eva Geraud, Louis Gerbaud Morlaes, Nuno Germano, praveen kumar ghisulal, Jade Ghosn, Marco Giani, Carlo Giaquinto, Jess Gibson, Tristan Gigante, Morgane Gilg, Elaine Gilroy, Guillermo Giordano, Michelle Girvan, Valérie Gissot, Judy Gitahi, Gezy Giwangkancana, Daniel Glikman, Petr Glybochko, Eric Gnall, Geraldine Goco, François Goehringer, Siri Goepel, Jean-Christophe Goffard, Jin Yi Goh, Jonathan Golob, Rui Gomes, Kyle Gomez, Joan Gómez-Junyent, Marie Gominet, Alicia Gonzalez, Patricia Gordon, Anthony Gordon, Isabelle Gorenne, Laure Goubert, Cécile Goujard, Tiphaine Goulenok, Margarite Grable, Jeronimo Graf, Edward Wilson Grandin, Pascal Granier, Giacomo Grasselli, Lorenzo Grazioli, Christopher A. Green, Courtney Greene, William Greenhalf, Segolène Greffe, Domenico Luca Grieco, Matthew Griffee, Fiona Griffiths, Ioana Grigoras, Albert Groenendijk, Anja Grosse Lordemann, Heidi Gruner, Yusing Gu, Fabio Guarracino, Jérémie Guedj, Martin Guego, Dewi Guellec, Anne-Marie Guerguerian, Daniela Guerreiro, Romain Guery, Anne Guillaumot, Laurent Guilleminault, Maisa Guimarães de Castro, Thomas Guimard, Marieke Haalboom, Daniel Haber, Hannah Habraken, Ali Hachemi, Nadir Hadri, Olena Haidash, Saeeda Haider, Fakhir Haidri, Sheeba Hakak, Adam Hall, Matthew Hall, Sophie Halpin, Ansley Hamer, Raph Hamers, Rebecca Hamidfar, Terese Hammond, Lim Yuen Han, Rashan Haniffa, Kok Wei Hao, Hayley Hardwick, Ewen M. Harrison, Janet Harrison, Samuel Bernard Ekow Harrison, Alan Hartman, Junaid Hashmi, Madiha Hashmi, Muhammad Hayat, Ailbhe Hayes, Leanne Hays, Jan Heerman, Lars Heggelund, Ross Hendry, Martina Hennessy, Aquiles Henriquez, Maxime Hentzien, Fivzia Herekar, Jaime Hernandez-Montfort, Daniel Herr, Andrew Hershey, Liv Hesstvedt, Astarini Hidayah, Dawn Higgins, Eibhilin Higgins, Grainne HigginsOKeeffe, Rita Hinchion, Samuel Hinton, Hiroaki Hiraiwa, Hikombo Hitoto, Antonia Ho, Yi Bin Ho, Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Oscar Hoiting, Rebecca Holt, Jan Cato Holter, Peter Horby, Juan Pablo Horcajada, Koji Hoshino, Kota Hoshino, Ikram Houas, Catherine L. Hough, Stuart Houltham, Jimmy Ming-Yang Hsu, Jean-Sébastien Hulot, Iqbal Hussain, Samreen Ijaz, Hajnal-Gabriela Illes, Patrick Imbert, Mohammad Imran, Rana Imran Sikander, Hugo Inácio, Carmen Infante Dominguez, Yun Sii Ing, Elias Iosifidis, Mariachiara Ippolito, Sarah Isgett, Palliya Guruge Pramodya Ishani Ishani, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Junji Itai, Asami Ito, Daniel Ivulich, Danielle Jaafar, Salma Jaafoura, Julien Jabot, Clare Jackson, Nina Jamieson, Pierre Jaquet, Waasila Jassat, Coline Jaud-Fischer, Stéphane Jaureguiberry, Jeffrey Javidfar, Issrah Jawad, Denise Jaworsky, Devachandran Jayakumar, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, van der Palen Job, Ong Yiaw Joe, Ruth N. Jorge García, Cédric Joseph, Mark Joseph, Swosti Joshi, Mercé Jourdain, Philippe Jouvet, Jennifer June, Anna Jung, Hanna Jung, Dafsah Juzar, Ouifiya Kafif, Florentia Kaguelidou, Neerusha Kaisbain, Thavamany Kaleesvran, Sabina Kali, Alina Kalicinska, Smaragdi Kalomoiri, Saima Kamal, Muhammad Aisar Ayadi Kamaluddin, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Darshana Hewa Kandamby, Chris Kandel, Kong Yeow Kang, Ravi Kant, Darakhshan Kanwal, Dyah Kanyawati, Bipin Karki, Pratap Karpayah, Todd Karsies, Christiana Kartsonaki, Daisuke Kasugai, Anant Kataria, Kevin Katz, Aasmine Kaur, Simreen Kaur Johal, Tatsuya Kawasaki, Christy Kay, Hannah Keane, Seán Keating, Paul Kellam, Andrea Kelly, Aoife Kelly, Claire Kelly, Niamh Kelly, Sadie Kelly, Yvelynne Kelly, Maeve Kelsey, Ryan Kennedy, Kalynn Kennon, Maeve Kernan, Younes Kerroumi, Sharma Keshav, Evelyne Kestelyn, Imrana Khalid, Osama Khalid, Antoine Khalil, Coralie Khan, Irfan Khan, Sushil Khanal, Michelle E Kho, Denisa Khoo, Ryan Khoo, Saye Khoo, Nasir Khoso, Khor How Kiat, Yuri Kida, Peter Kiiza, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen-Milles, Alexander King, Nobuya Kitamura, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen Knight, Robin Kobbe, Chamira Kodippily, Malte Kohns Vasconcelos, Sabin Koirala, Mamoru Komatsu, Volkan Korten, Caroline Kosgei, Arsène Kpangon, Karolina Krawczyk, Sudhir Krishnan, Vinothini Krishnan, Oksana Kruglova, Ashok Kumar, Deepali Kumar, Ganesh Kumar, Mukesh Kumar, Pavan Kumar Vecham, Dinesh Kuriakose, Ethan Kurtzman, Neurinda Permata Kusumastuti, Demetrios Kutsogiannis, Galyna Kutsyna, Konstantinos Kyriakoulis, Marie Lachatre, Marie Lacoste, John G. Laffey, Marie Lagrange, Fabrice Laine, Olivier Lairez, Sanjay Lakhey, Antonio Lalueza, Marc Lambert, François Lamontagne, Marie Langelot-Richard, Vincent Langlois, Eka Yudha Lantang, Marina Lanza, Cédric Laouénan, Samira Laribi, Delphine Lariviere, Stéphane Lasry, Naveed Latif, Odile Launay, Didier Laureillard, Yoan Lavie-Badie, Andy Law, Cassie Lawrence, Teresa Lawrence, Minh Le, Clément Le Bihan, Cyril Le Bris, Georges Le Falher, Lucie Le Fevre, Quentin Le Hingrat, Marion Le Maréchal, Soizic Le Mestre, Gwenaël Le Moal, Vincent Le Moing, Hervé Le Nagard, Paul Le Turnier, Ema Leal, Marta Leal Santos, Biing Horng Lee, Heng Gee Lee, James Lee, Su Hwan Lee, Todd C. Lee, Yi Lin Lee, Gary Leeming, Bénédicte Lefebvre, Laurent Lefebvre, Benjamin Lefevre, Sylvie LeGac, Jean-Daniel Lelievre, François Lellouche, Adrien Lemaignen, Véronique Lemee, Anthony Lemeur, Gretchen Lemmink, Ha Sha Lene, Jenny Lennon, Rafael León, Marc Leone, Michela Leone, Quentin Lepiller, François-Xavier Lescure, Olivier Lesens, Mathieu Lesouhaitier, Amy Lester-Grant, Bruno Levy, Yves Levy, Claire Levy-Marchal, Katarzyna Lewandowska, Erwan L'Her, Gianluigi Li Bassi, Janet Liang, Ali Liaquat, Geoffrey Liegeon, Kah Chuan Lim, Wei Shen Lim, Chantre Lima, Bruno Lina, Lim Lina, Andreas Lind, Guillaume Lingas, Sylvie Lion-Daolio, Samantha Lissauer, Keibun Liu, Marine Livrozet, Patricia Lizotte, Antonio Loforte, Navy Lolong, Leong Chee Loon, Diogo Lopes, Dalia Lopez-Colon, Anthony L. Loschner, Paul Loubet, Bouchra Loufti, Guillame Louis, Silvia Lourenco, Lara Lovelace-Macon, Lee Lee Low, Marije Lowik, Jia Shyi Loy, Jean Christophe Lucet, Carlos Lumbreras Bermejo, Carlos M. Luna, Olguta Lungu, Liem Luong, Nestor Luque, Dominique Luton, Nilar Lwin, Ruth Lyons, Olavi Maasikas, Oryane Mabiala, Samual MacDonald, Sarah MacDonald, Moïse Machado, Gabriel Macheda, Juan Macias Sanchez, Jai Madhok, Guillermo Maestro de la Calle, Rafael Mahieu, Sophie Mahy, Ana Raquel Maia, Lars S. Maier, Mylène Maillet, Thomas Maitre, Maximilian Malfertheiner, Nadia Malik, Paddy Mallon, Fernando Maltez, Denis Malvy, Victoria Manda, Jose M. Mandei, Laurent Mandelbrot, Frank Manetta, Kishore Mangal, Julie Mankikian, Edmund Manning, Aldric Manuel, Ceila Maria Sant`Ana Malaque, Daniel Marino, Flávio Marino, Samuel Markowicz, Charbel Maroun Eid, Ana Marques, Catherine Marquis, Brian Marsh, Laura Marsh, Megan Marshal, John Marshall, Celina Turchi Martelli, Dori-Ann Martin, Emily Martin, Guillaume Martin-Blondel, Alessandra Martinelli, Ignacio Martin-Loeches, Martin Martinot, Alejandro Martin-Quiros, Ana Martins, João Martins, Nuno Martins, Caroline Martins Rego, Gennaro Martucci, Olga Martynenko, Eva Miranda Marwali, Marsilla Marzukie, Juan Fernado Masa Jimenez, David Maslove, Phillip Mason, Sabina Mason, Sobia Masood, Basri Mat Nor, Moshe Matan, Henrique Mateus Fernandes, Meghena Mathew, Daniel Mathieu, Mathieu Mattei, Romans Matulevics, Laurence Maulin, Michael Maxwell, Javier Maynar, Thierry Mazzoni, Lisa Mc Sweeney, Lorraine McAndrew, Colin McArthur, Aine McCarthy, Anne McCarthy, Colin McCloskey, Rachael McConnochie, Sherry McDermott, Sarah E. McDonald, Aine McElroy, Samuel McElwee, Victoria McEneany, Natalie McEvoy, Allison McGeer, Chris McKay, Johnny McKeown, Kenneth A. McLean, Paul McNally, Bairbre McNicholas, Elaine McPartlan, Edel Meaney, Cécile Mear-Passard, Maggie Mechlin, Maqsood Meher, Omar Mehkri, Ferruccio Mele, Luis Melo, Kashif Memon, Joao Joao Mendes, Ogechukwu Menkiti, Kusum Menon, France Mentré, Alexander J. Mentzer, Emmanuelle Mercier, Noémie Mercier, Antoine Merckx, Mayka Mergeay-Fabre, Blake Mergler, Laura Merson, António Mesquita, Osama Metwally, Agnès Meybeck, Dan Meyer, Alison M. Meynert, Vanina Meysonnier, Amina Meziane, Mehdi Mezidi, Giuliano Michelagnoli, Céline Michelanglei, Isabelle Michelet, Efstathia Mihelis, Vladislav Mihnovit, Hugo Miranda-Maldonado, Nor Arisah Misnan, Nik Nur Eliza Mohamed, Tahira Jamal Mohamed, Asma Moin, David Molina, Elena Molinos, Brenda Molloy, Mary Mone, Agostinho Monteiro, Claudia Montes, Giorgia Montrucchio, Sarah Moore, Shona C. Moore, Lina Morales Cely, Lucia Moro, Diego Rolando Morocho Tutillo, Ben Morton, Catherine Motherway, Ana Motos, Hugo Mouquet, Clara Mouton Perrot, Julien Moyet, Caroline Mudara, Aisha Kalsoom Mufti, Ng Yong Muh, Dzawani Muhamad, Jimmy Mullaert, Fredrik Muller, Karl Erik Müller, Daniel Munblit, Syed Muneeb, Nadeem Munir, Laveena Munshi, Aisling Murphy, Lorna Murphy, Marlène Murris, Srinivas Murthy, Himed Musaab, Gugapriyaa Muyandy, Dimitra Melia Myrodia, Namra N, Dave Nagpal, Alex Nagrebetsky, Mangala Narasimhan, Nageswaran Narayanan, Rashid Nasim Khan, Alasdair Nazerali-Maitland, Nadège Neant, Holger Neb, Nikita A Nekliudov, Erni Nelwan, Raul Neto, Emily Neumann, Bernardo Neves, Pauline Yeung Ng, Anthony Nghi, Duc Nguyen, Orna Ni Choileain, Niamh Ni Leathlobhair, Alistair Nichol, Prompak Nitayavardhana, Stephanie Nonas, Nurul Amani Mohd Noordin, Marion Noret, Nurul Faten Izzati Norharizam, Lisa Norman, Alessandra Notari, Mahdad Noursadeghi, Karolina Nowicka, Adam Nowinski, Saad Nseir, Jose I Nunez, Nurnaningsih Nurnaningsih, Elsa Nyamankolly, Fionnuala O Brien, Annmarie O'Callaghan, Giovanna Occhipinti, Derbrenn OConnor, Max O'Donnell, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Sophie O'Halloran, Katie O'Hearn, Shinichiro Ohshimo, Agnieszka Oldakowska, João Oliveira, Larissa Oliveira, Piero L. Olliaro, Conar O'Neil, David S.Y. Ong, Jee Yan Ong, Wilna Oosthuyzen, Anne Opavsky, Peter Openshaw, Saijad Orakzai, Claudia Milena Orozco-Chamorro, Andrés Orquera, Jamel Ortoleva, Javier Osatnik, Linda O'Shea, Miriam O'Sullivan, Siti Zubaidah Othman, Nadia Ouamara, Rachida Ouissa, Clark Owyang, Eric Oziol, H M Upulee Pabasara, Maïder Pagadoy, Justine Pages, Amanda Palacios, Mario Palacios, Massimo Palmarini, Giovanna Panarello, Prasan Kumar Panda, Hem Paneru, Lai Hui Pang, Mauro Panigada, Nathalie Pansu, Aurélie Papadopoulos, Rachael Parke, Melissa Parker, Briseida Parra, Vieri Parrini, Taha Pasha, Jérémie Pasquier, Bruno Pastene, Fabian Patauner, Junaid Patel, Mohan Dass Pathmanathan, Luís Patrão, Patricia Patricio, Juliette Patrier, Lisa Patterson, Rajyabardhan Pattnaik, Christelle Paul, Mical Paul, Jorge Paulos, William A. Paxton, Jean-François Payen, Kalaiarasu Peariasamy, Miguel Pedrera Jiménez, Giles J. Peek, Florent Peelman, Nathan Peiffer-Smadja, Vincent Peigne, Mare Pejkovska, Paolo Pelosi, Ithan D. Peltan, Rui Pereira, Daniel Perez, Luis Periel, Thomas Perpoint, Antonio Pesenti, Vincent Pestre, Lenka Petrou, Ventzislava Petrov-Sanchez, Frank Olav Pettersen, Gilles Peytavin, Scott Pharand, Michael Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Carola Pierobon, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Lionel Piroth, Riinu Pius, Simone Piva, Laurent Plantier, Daniel Plotkin, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Maria Pokorska-Spiewak, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Jolanta Popielska, Andra-Maris Post, Douwe F. Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Mark G. Pritchard, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Matteo Puntoni, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Ahmad Kashfi Haji Ab Rahman, Rozanah Abd Rahman, Arsalan Rahutullah, Fernando Rainieri, Giri Shan Rajahram, Nipunie Rajapakse, Azrina Ralib, Nagarajan Ramakrishnan, Kollengode Ramanathan, Ahmad Afiq Ramli, Blandine Rammaert, Grazielle Viana Ramos, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Ali Rehan, Attaur Rehman, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Liliana Resende, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Nicholas Rizer, Doug Robb, Chiara Robba, André Roberto, Stephanie Roberts, David L. Robertson, Olivier Robineau, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Julia Rodriguez Abreu, Bernhard Roessler, Claire Roger, Pierre-Marie Roger, Emmanuel Roilides, Amanda Rojek, Juliette Romaru, Roberto Roncon-Albuquerque Jr, Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Andrea Rossanese, Matteo Rossetti, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D. Russell, Maeve Ryan, Maria Ryan, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Olivier Sanchez, Xavier Sánchez Choez, Kizy Sanchez de Oliveira, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Oana Sandulescu, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E. Sarmiento, Benjamine Sarton, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Raymond Savio, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Janet T. Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Malcolm G. Semple, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohd Shahnaz Hasan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Pratima Sharma, Catherine A. Shaw, Victoria Shaw, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Takuya Shiga, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Naoki Shimizu, Nahoko Shindo, Sally Shrapnel, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Atif Siddiqui, Louise Sigfrid, Piret Sillaots, Catarina Silva, Maria Joao Silva, Rogério Silva, Benedict Sim Lim Heng, Wai Ching Sin, Budha Charan Singh, Punam Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Monserrat Solis, Joshua Solomon, Tom Solomon, Emily Somers, Agnès Sommet, Myung Jin Song, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Alberto Sotto, Edouard Soum, Ana Chora Sousa, Marta Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B. P. Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, Anca Streinu-Cercel, Samantha Strudwick, Ami Stuart, David Stuart, Decy Subekti, Gabriel Suen, Jacky Y. Suen, Prasanth Sukumar, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey A Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Fabio S. Taccone, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Maria Lawrensia Tampubolon, Kim Keat Tan, Le Van Tan, Yan Chyi Tan, Clarice Tanaka, Hiroyuki Tanaka, Taku Tanaka, Hayato Taniguchi, Hussain Tanveer, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S. Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, David Thomson, Emma C. Thomson, Surain Raaj Thanga Thurai, Duong Bich Thuy, Ryan S. Thwaites, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Bharath Kumar Tirupakuzhi Vijayaraghavan, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Timo Tolppa, Kristian Tonby, Sia Loong Tonnii, Antoni Torres, Margarida Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Damien Traynor, Théo Treoux, Huynh Trung Trieu, Swagata Tripathy, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C.W. Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, PG Ishara Udayanga, Andrew Udy, Roman Ullrich, Zubair Umer, Alberto Uribe, Asad Usman, Cristinava Vajdovics, Luís Val-Flores, Ana Luiza Valle, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, Machteld van der Feltz, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Marlice van Dyk, Laura van Gulik, Jarne Van Hattem, Steven van Lelyveld, Carolien van Netten, Gitte Van Twillert, Ilonka van Veen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Helen Vaughan, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Nguyen Van Vinh Chau, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Harald Vonkeman, Fanny Vuotto, Noor Hidayu Wahab, Suhaila Abdul Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steven Anthony Webb, Jia Wei, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T. Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Evert-Jan Wils, Ng Wing Yiu, Calvin Wong, Teck Fung Wong, Xin Ci Wong, Yew Sing Wong, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Sophie Yacoub, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, ESTACA'Lab ( ESTACA'Lab ), École Supérieure des Techniques Aéronautiques et de Construction Automobile (ESTACA), Laboratoire d’Ingénierie Circulation Transport et Éco-gestion des systèmes énergétiques pour les transports (LICIT-Eco7), École Nationale des Travaux Publics de l'État (ENTPE)-Université Gustave Eiffel, St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller University [New York], Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Department of Mathematics and Statistics, Wichita State University, Indo-French Center for Groundwater Research (IFCGR), Bureau de Recherches Géologiques et Minières (BRGM) (BRGM)-National Geophysical Research Institute [Hyderabad] (NGRI), National Geophysical Research Institute [Hyderabad] (NGRI), Department of Zoology [Rawalpindi, Pakistan], Pir Mehr Ali Shah Arid Agriculture University = PMAS-Arid Agriculture University Rawalpindi (AAUR), CHU Gabriel Montpied [Clermont-Ferrand], CHU Clermont-Ferrand, Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2)), Institut Pasteur [Paris] (IP)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), 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), Abbas A., Abdukahil S.A., Abdulkadir N.N., Abe R., Abel L., Absil L., Acharya S., Acker A., Adachi S., Adam E., Adriao D., Ageel S.A., Ahmed S., Ain Q., Ainscough K., Aisa T., Ait Hssain A., Ait Tamlihat Y., Akimoto T., Akmal E., Al Qasim E., Alalqam R., Alam T., Al-dabbous T., Alegesan S., Alegre C., Alessi M., Alex B., Alexandre K., Al-Fares A., Alfoudri H., Ali I., Ali Shah N., Alidjnou K.E., Aliudin J., Alkhafajee Q., Allavena C., Allou N., Altaf A., Alves J., Alves J.M., Alves R., Amaral M., Amira N., Ammerlaan H., Ampaw P., Andini R., Andrejak C., Angheben A., Angoulvant F., Ansart S., Anthonidass S., Antonelli M., Antunes de Brito C.A., Anwar K.R., Apriyana A., Arabi Y., Aragao I., Arali R., Arancibia F., Araujo C., Arcadipane A., Archambault P., Arenz L., Arlet J.-B., Arnold-Day C., Aroca A., Arora L., Arora R., Artaud-Macari E., Aryal D., Asaki M., Asensio A., Ashley E., Ashraf M., Ashraf S., Asim M., Assie J.B., Asyraf A., Atique A., Attanyake A.U.L., Auchabie J., Aumaitre H., Auvet A., Azemar L., Azoulay C., Bach B., Bachelet D., Badr C., Baig N., Baillie J.K., Baird J.K., Bak E., Bakakos A., Bakar N.A., Bal A., Balakrishnan M., Balan V., Bani-Sadr F., Barbalho R., Barbosa N.Y., Barclay W.S., Barnett S.U., Barnikel M., Barrasa H., Barrelet A., Barrigoto C., Bartoli M., Bartone C., Baruch J., Bashir M., Basmaci R., Basri M.F.H., Bastos D., Battaglini D., Bauer J., Bautista Rincon D.F., Bazan Dow D., Bedossa A., Bee K.H., Behilill S., Beishuizen A., Beljantsev A., Bellemare D., Beltrame A., Beltrao B.A., Beluze M., Benech N., Benjiman L.E., Benkerrou D., Bennett S., Bento L., Berdal J.-E., Bergeaud D., Bergin H., Bernal Sobrino J.L., Bertoli G., Bertolino L., Bessis S., Betz A., Bevilcaqua S., Bezulier K., Bhatt A., Bhavsar K., Bianchi I., Bianco C., Bidin F.N., Bikram Singh M., Bin Humaid F., Bin Kamarudin M.N., Bissuel F., Biston P., Bitker L., Blanco-Schweizer P., Blier C., Bloos F., Blot M., Blumberg L., Boccia F., Bodenes L., Bogaarts A., Bogaert D., Boivin A.-H., Bolze P.-A., Bompart F., Bonfasius A., Borges D., Borie R., Bosse H.M., Botelho-Nevers E., Bouadma L., Bouchaud O., Bouchez S., Bouhmani D., Bouhour D., Bouiller K., Bouillet L., Bouisse C., Boureau A.-S., Bourke J., Bouscambert M., Bousquet A., Bouziotis J., Boxma B., Boyer-Besseyre M., Boylan M., Bozza F.A., Brack M., Braconnier A., Braga C., Brandenburger T., Bras Monteiro F., Brazzi L., Breen D., Breen P., Brett S., Brickell K., Broadley T., Browne A., Browne S., Brozzi N., Brusse-Keizer M., Buchtele N., Buesaquillo C., Bugaeva P., Buisson M., Burhan E., Burrell A., Bustos I.G., Butnaru D., Cabie A., Cabral S., Caceres E., Cadoz C., Callahan M., Calligy K., Calvache J.A., Cam J., Campana V., Campbell P., Campisi J., Canepa C., Cantero M., Caraux-Paz P., Carcel S., Cardellino C.S., Cardoso F., Cardoso N., Cardoso S., Carelli S., Carlier N., Carmoi T., Carney G., Carpenter C., Carqueja I., Carret M.-C., Carrier F.M., Carroll I., Carson G., Carton E., Casanova M.-L., Cascao M., Casey S., Casimiro J., Cassandra B., Castaneda S., Castanheira N., Castor-Alexandre G., Castrillon H., Castro I., Catarino A., Catherine F.-X., Cattaneo P., Cavalin R., Cavalli G.G., Cavayas A., Ceccato A., Cervantes-Gonzalez M., Chair A., Chakveatze C., Chan A., Chand M., Chantalat Auger C., Chapplain J.-M., Chas J., Chaudary M., Chavez Iniguez J.S., Chen A., Chen Y.-S., Cheng M.P., Cheret A., Chiarabini T., Chica J., Chidambaram S.K., Chin-Tho L., Chirouze C., Chiumello D., Cho H.J., Cho S.-M., Cholley B., Chopin M.-C., Chow T.S., Chow Y.P., Chua H.J., Chua J., Cidade J.P., Cisneros Herreros J.M., Citarella B.W., Ciullo A., Clarke E., Clarke J., Claure Del Granado R., Clohisey S., Cobb J.P., Coca N., Codan C., Cody C., Coelho A., Coles M., Colin G., Collins M., Colombo S.M., Combs P., Connolly J., Connor M., Conrad A., Contreras S., Conway E., Cooke G.S., Copland M., Cordel H., Corley A., Cormican S., Cornelis S., Cornet A.D., Corpuz A.J., Cortegiani A., Corvaisier G., Costigan E., Couffignal C., Couffin-Cadiergues S., Courtois R., Cousse S., Cregan R., Crepy D'Orleans C., Croonen S., Crowl G., Crump J., Cruz C., Cruz Berm J.L., Cruz Rojo J., Csete M., Cucino A., Cullen A., Cullen C., Cummings M., Curley G., Curlier E., Curran C., Custodio P., da Silva Filipe A., Da Silveira C., Dabaliz A.-A., Dagens A., Dahly D., Dalton H., Dalton J., Daly S., D'Amico F., Daneman N., Daniel C., Dankwa E.A., Dantas J., D'Aragon F., de Boer M., de Loughry G., de Mendoza D., De Montmollin E., de Oliveira Franca R.F., de Pinho Oliveira A.I., De Rosa R., de Silva T., de Vries P., Deacon J., Dean D., Debard A., DeBenedictis B., Debray M.-P., DeCastro N., Dechert W., Deconninck L., Decours R., Defous E., Delacroix I., Delaveuve E., Delavigne K., Delfos N.M., Deligiannis I., Dell'Amore A., Delmas C., Delobel P., Delsing C., Demonchy E., Denis E., Deplanque D., Depuydt P., Desai M., Descamps D., Desvallee M., Dewayanti S., Diallo A., Diamantis S., Dias A., Diaz P., Diaz R., Diaz Diaz J.J., Didier K., Diehl J.-L., Dieperink W., Dimet J., Dinot V., Diop F., Diouf A., Dishon Y., Dixit D., Djossou F., Docherty A.B., Doherty H., Dondorp A.M., Dong A., Donnelly C.A., Donnelly M., Donohue C., Donohue S., Donohue Y., Doran C., Doran P., Dorival C., D'Ortenzio E., Douglas J.J., Douma R., Dournon N., Downer T., Downey J., Downing M., Drake T., Driscoll A., Dryden M., Duarte Fonseca C., Dubee V., Dubos F., Ducancelle A., Duculan T., Dudman S., Duggal A., Dunand P., Dunning J., Duplaix M., Durante-Mangoni E., Durham III L., Dussol B., Duthoit J., Duval X., Dyrhol-Riise A.M., Ean S.C., Echeverria-Villalobos M., Egan S., Eira C., El Sanharawi M., Elapavaluru S., Elharrar B., Ellerbroek J., Eloy P., Elshazly T., Elyazar I., Enderle I., Endo T., Eng C.C., Engelmann I., Enouf V., Epaulard O., Escher M., Esperatti M., Esperou H., Esposito-Farese M., Estevao J., Etienne M., Ettalhaoui N., Everding A.G., Evers M., Fabre I., Fabre M., Faheem A., Fahy A., Fairfield C.J., Fakar Z., Faria P., Farooq A., Farrar J.J., Farshait N., Fateena H., Fatoni A.Z., Faure K., Favory R., Fayed M., Feely N., Feeney L., Fernandes J., Fernandes M., Fernandes S., Ferrand F.-X., Ferrand Devouge E., Ferrao J., Ferraz M., Ferreira B., Ferreira S., Ferrer-Roca R., Ferriere N., Ficko C., Figueiredo-Mello C., Fiorda J., Flament T., Flateau C., Fletcher T., Florio L.L., Flynn B., Flynn D., Foley C., Foley J., Fomin V., Fonseca T., Fontela P., Forsyth S., Foster D., Foti G., Fourn E., Fowler R.A., Fraher D.M., Franch-Llasat D., Fraser C., Fraser J.F., Freire M.V., Freitas Ribeiro A., Friedrich C., Fritz R., Fry S., Fuentes N., Fukuda M., Gaborieau V., Gaci R., Gagliardi M., Gagnard J.-C., Gagne N., Gagneux-Brunon A., Gaiao S., Gail Skeie L., Gallagher P., Gallego Curto E., Gamble C., Gani Y., Garan A., Garcia R., Garcia Barrio N., Garcia-Diaz J., Garcia-Gallo E., Garimella N., Garot D., Garrait V., Gauli B., Gault N., Gavin A., Gavrylov A., Gaymard A., Gebauer J., Geraud E., Gerbaud Morlaes L., Germano N., ghisulal P.K., Ghosn J., Giani M., Giaquinto C., Gibson J., Gigante T., Gilg M., Gilroy E., Giordano G., Girvan M., Gissot V., Gitahi J., Giwangkancana G., Glikman D., Glybochko P., Gnall E., Goco G., Goehringer F., Goepel S., Goffard J.-C., Goh J.Y., Golob J., Gomes R., Gomez K., Gomez-Junyent J., Gominet M., Gonzalez A., Gordon P., Gordon A., Gorenne I., Goubert L., Goujard C., Goulenok T., Grable M., Graf J., Grandin E.W., Granier P., Grasselli G., Grazioli L., Green C.A., Greene C., Greenhalf W., Greffe S., Grieco D.L., Griffee M., Griffiths F., Grigoras I., Groenendijk A., Grosse Lordemann A., Gruner H., Gu Y., Guarracino F., Guedj J., Guego M., Guellec D., Guerguerian A.-M., Guerreiro D., Guery R., Guillaumot A., Guilleminault L., Guimaraes de Castro M., Guimard T., Haalboom M., Haber D., Habraken H., Hachemi A., Hadri N., Haidash O., Haider S., Haidri F., Hakak S., Hall A., Hall M., Halpin S., Hamer A., Hamers R., Hamidfar R., Hammond T., Han L.Y., Haniffa R., Hao K.W., Hardwick H., Harrison E.M., Harrison J., Harrison S.B.E., Hartman A., Hashmi J., Hashmi M., Hayat M., Hayes A., Hays L., Heerman J., Heggelund L., Hendry R., Hennessy M., Henriquez A., Hentzien M., Herekar F., Hernandez-Montfort J., Herr D., Hershey A., Hesstvedt L., Hidayah A., Higgins D., Higgins E., HigginsOKeeffe G., Hinchion R., Hinton S., Hiraiwa H., Hitoto H., Ho A., Ho Y.B., Hoctin A., Hoffmann I., Hoh W.H., Hoiting O., Holt R., Holter J.C., Horby P., Horcajada J.P., Hoshino K., Houas I., Hough C.L., Houltham S., Hsu J.M.-Y., Hulot J.-S., Hussain I., Ijaz S., Illes H.-G., Imbert P., Imran M., Imran Sikander R., Inacio H., Infante Dominguez C., Ing Y.S., Iosifidis E., Ippolito M., Isgett S., Ishani P.G.P.I., Isidoro T., Ismail N., Isnard M., Itai J., Ito A., Ivulich D., Jaafar D., Jaafoura S., Jabot J., Jackson C., Jamieson N., Jaquet P., Jassat W., Jaud-Fischer C., Jaureguiberry S., Javidfar J., Jawad I., Jaworsky D., Jayakumar D., Jego F., Jelani A.M., Jenum S., Jimbo-Sotomayor R., Job V.D.P., Joe O.Y., Jorge Garcia R.N., Joseph C., Joseph M., Joshi S., Jourdain M., Jouvet P., June J., Jung A., Jung H., Juzar D., Kafif O., Kaguelidou F., Kaisbain N., Kaleesvran T., Kali S., Kalicinska A., Kalomoiri S., Kamal S., Kamaluddin M.A.A., Kamaruddin Z.A.C., Kamarudin N., Kandamby D.H., Kandel C., Kang K.Y., Kant R., Kanwal D., Kanyawati D., Karki B., Karpayah P., Karsies T., Kartsonaki C., Kasugai D., Kataria A., Katz K., Kaur A., Kaur Johal S., Kawasaki T., Kay C., Keane H., Keating S., Kellam P., Kelly A., Kelly C., Kelly N., Kelly S., Kelly Y., Kelsey M., Kennedy R., Kennon K., Kernan M., Kerroumi Y., Keshav S., Kestelyn E., Khalid I., Khalid O., Khalil A., Khan C., Khan I., Khanal S., Kho M.E., Khoo D., Khoo R., Khoo S., Khoso N., Kiat K.H., Kida Y., Kiiza P., Kildal A.B., Kim J.B., Kimmoun A., Kindgen-Milles D., King A., Kitamura N., Klenerman P., Klont R., Kloumann Bekken G., Knight S., Kobbe R., Kodippily C., Kohns Vasconcelos M., Koirala S., Komatsu M., Korten V., Kosgei C., Kpangon A., Krawczyk K., Krishnan S., Krishnan V., Kruglova O., Kumar A., Kumar D., Kumar G., Kumar M., Kumar Vecham P., Kuriakose D., Kurtzman E., Kusumastuti N.P., Kutsogiannis D., Kutsyna G., Kyriakoulis K., Lachatre M., Lacoste M., Laffey J.G., Lagrange M., Laine F., Lairez O., Lakhey S., Lalueza A., Lambert M., Lamontagne F., Langelot-Richard M., Langlois V., Lantang E.Y., Lanza M., Laouenan C., Laribi S., Lariviere D., Lasry S., Latif N., Launay O., Laureillard D., Lavie-Badie Y., Law A., Lawrence C., Lawrence T., Le M., Le Bihan C., Le Bris C., Le Falher G., Le Fevre L., Le Hingrat Q., Le Marechal M., Le Mestre S., Le Moal G., Le Moing V., Le Nagard H., Le Turnier P., Leal E., Leal Santos M., Lee B.H., Lee H.G., Lee J., Lee S.H., Lee T.C., Lee Y.L., Leeming G., Lefebvre B., Lefebvre L., Lefevre B., LeGac S., Lelievre J.-D., Lellouche F., Lemaignen A., Lemee V., Lemeur A., Lemmink G., Lene H.S., Lennon J., Leon R., Leone M., Lepiller Q., Lescure F.-X., Lesens O., Lesouhaitier M., Lester-Grant A., Levy B., Levy Y., Levy-Marchal C., Lewandowska K., L'Her E., Li Bassi G., Liang J., Liaquat A., Liegeon G., Lim K.C., Lim W.S., Lima C., Lina B., Lina L., Lind A., Lingas G., Lion-Daolio S., Lissauer S., Liu K., Livrozet M., Lizotte P., Loforte A., Lolong N., Loon L.C., Lopes D., Lopez-Colon D., Loschner A.L., Loubet P., Loufti B., Louis G., Lourenco S., Lovelace-Macon L., Low L.L., Lowik M., Loy J.S., Lucet J.C., Lumbreras Bermejo C., Luna C.M., Lungu O., Luong L., Luque N., Luton D., Lwin N., Lyons R., Maasikas O., Mabiala O., MacDonald S., Machado M., Macheda G., Macias Sanchez J., Madhok J., Maestro de la Calle G., Mahieu R., Mahy S., Maia A.R., Maier L.S., Maillet M., Maitre T., Malfertheiner M., Malik N., Mallon P., Maltez F., Malvy D., Manda V., Mandei J.M., Mandelbrot L., Manetta F., Mangal K., Mankikian J., Manning E., Manuel A., Maria Sant`Ana Malaque C., Marino D., Marino F., Markowicz S., Maroun Eid C., Marques A., Marquis C., Marsh B., Marsh L., Marshal M., Marshall J., Martelli C.T., Martin D.-A., Martin E., Martin-Blondel G., Martinelli A., Martin-Loeches I., Martinot M., Martin-Quiros A., Martins A., Martins J., Martins N., Martins Rego C., Martucci G., Martynenko O., Marwali E.M., Marzukie M., Masa Jimenez J.F., Maslove D., Mason P., Mason S., Masood S., Mat Nor B., Matan M., Mateus Fernandes H., Mathew M., Mathieu D., Mattei M., Matulevics R., Maulin L., Maxwell M., Maynar J., Mazzoni T., Mc Sweeney L., McAndrew L., McArthur C., McCarthy A., McCloskey C., McConnochie R., McDermott S., McDonald S.E., McElroy A., McElwee S., McEneany V., McEvoy N., McGeer A., McKay C., McKeown J., McLean K.A., McNally P., McNicholas B., McPartlan E., Meaney E., Mear-Passard C., Mechlin M., Meher M., Mehkri O., Mele F., Melo L., Memon K., Mendes J.J., Menkiti O., Menon K., Mentre F., Mentzer A.J., Mercier E., Mercier N., Merckx A., Mergeay-Fabre M., Mergler B., Merson L., Mesquita A., Metwally O., Meybeck A., Meyer D., Meynert A.M., Meysonnier V., Meziane A., Mezidi M., Michelagnoli G., Michelanglei C., Michelet I., Mihelis E., Mihnovit V., Miranda-Maldonado H., Misnan N.A., Mohamed N.N.E., Mohamed T.J., Moin A., Molina D., Molinos E., Molloy B., Mone M., Monteiro A., Montes C., Montrucchio G., Moore S., Moore S.C., Morales Cely L., Moro L., Morocho Tutillo D.R., Morton B., Motherway C., Motos A., Mouquet H., Mouton Perrot C., Moyet J., Mudara C., Mufti A.K., Muh N.Y., Muhamad D., Mullaert J., Muller F., Muller K.E., Munblit D., Muneeb S., Munir N., Munshi L., Murphy A., Murphy L., Murris M., Murthy S., Musaab H., Muyandy G., Myrodia D.M., N N., Nagpal D., Nagrebetsky A., Narasimhan M., Narayanan N., Nasim Khan R., Nazerali-Maitland A., Neant N., Neb H., Nekliudov N.A., Nelwan E., Neto R., Neumann E., Neves B., Ng P.Y., Nghi A., Nguyen D., Ni Choileain O., Ni Leathlobhair N., Nichol A., Nitayavardhana P., Nonas S., Noordin N.A.M., Noret M., Norharizam N.F.I., Norman L., Notari A., Noursadeghi M., Nowicka K., Nowinski A., Nseir S., Nunez J.I., Nurnaningsih N., Nyamankolly E., O Brien F., O'Callaghan A., Occhipinti G., OConnor D., O'Donnell M., Ogston T., Ogura T., Oh T.-H., O'Halloran S., O'Hearn K., Ohshimo S., Oldakowska A., Oliveira J., Oliveira L., Olliaro P.L., O'Neil C., Ong D.S.Y., Ong J.Y., Oosthuyzen W., Opavsky A., Openshaw P., Orakzai S., Orozco-Chamorro C.M., Orquera A., Ortoleva J., Osatnik J., O'Shea L., O'Sullivan M., Othman S.Z., Ouamara N., Ouissa R., Owyang C., Oziol E., Pabasara H.M.U., Pagadoy M., Pages J., Palacios A., Palacios M., Palmarini M., Panarello G., Panda P.K., Paneru H., Pang L.H., Panigada M., Pansu N., Papadopoulos A., Parke R., Parker M., Parra B., Parrini V., Pasha T., Pasquier J., Pastene B., Patauner F., Patel J., Pathmanathan M.D., Patrao L., Patricio P., Patrier J., Patterson L., Pattnaik R., Paul C., Paul M., Paulos J., Paxton W.A., Payen J.-F., Peariasamy K., Pedrera Jimenez M., Peek G.J., Peelman F., Peiffer-Smadja N., Peigne V., Pejkovska M., Pelosi P., Peltan I.D., Pereira R., Perez D., Periel L., Perpoint T., Pesenti A., Pestre V., Petrou L., Petrov-Sanchez V., Pettersen F.O., Peytavin G., Pharand S., Piagnerelli M., Picard W., Picone O., de Piero M., Pierobon C., Piersma D., Pimentel C., Pinto R., Pires C., Pironneau I., Piroth L., Pius R., Piva S., Plantier L., Plotkin D., Png H.S., Poissy J., Pokeerbux R., Pokorska-Spiewak M., Poli S., Pollakis G., Ponscarme D., Popielska J., Post A.-M., Postma D.F., Povoa P., Povoas D., Powis J., Prapa S., Preau S., Prebensen C., Preiser J.-C., Prinssen A., Pritchard M.G., Priyadarshani G.D.D., Proenca L., Pudota S., Puechal O., Pujo Semedi B., Pulicken M., Puntoni M., Purcell G., Quesada L., Quinones-Cardona V., Quiros Gonzalez V., Quist-Paulsen E., Quraishi M., Rabaa M., Rabaud C., Rabindrarajan E., Rafael A., Rafiq M., Ragazzo G., Rahman A.K.H.A., Rahman R.A., Rahutullah A., Rainieri F., Rajahram G.S., Rajapakse N., Ralib A., Ramakrishnan N., Ramanathan K., Ramli A.A., Rammaert B., Ramos G.V., Rana A., Rangappa R., Ranjan R., Rapp C., Rashan A., Rashan T., Rasheed G., Rasmin M., Ratsep I., Rau C., Ravi T., Raza A., Real A., Rebaudet S., Redl S., Reeve B., Rehan A., Rehman A., Reid L., Reikvam D.H., Reis R., Rello J., Remppis J., Remy M., Ren H., Renk H., Resende L., Resseguier A.-S., Revest M., Rewa O., Reyes L.F., Reyes T., Ribeiro M.I., Richardson D., Richier L., Ridzuan S.N.A.A., Riera J., Rios A.L., Rishu A., Rispal P., Risso K., Rivera Nunez M.A., Rizer N., Robb D., Robba C., Roberto A., Roberts S., Robertson D.L., Robineau O., Roche-Campo F., Rodari P., Rodeia S., Rodriguez Abreu J., Roessler B., Roger C., Roger P.-M., Roilides E., Rojek A., Romaru J., Roncon-Albuquerque Jr R., Roriz M., Rosa-Calatrava M., Rose M., Rosenberger D., Rossanese A., Rossetti M., Rossignol B., Rossignol P., Rousset S., Roy C., Roze B., Rusmawatiningtyas D., Russell C.D., Ryan M., Ryckaert S., Rygh Holten A., Saba I., Sadaf S., Sadat M., Sahraei V., Saint-Gilles M., Sakiyalak P., Salahuddin N., Salazar L., Saleem J., Sales G., Sallaberry S., Salmon Gandonniere C., Salvator H., Sanchez O., Sanchez Choez X., Sanchez de Oliveira K., Sanchez-Miralles A., Sancho-Shimizu V., Sandhu G., Sandhu Z., Sandrine P.-F., Sandulescu O., Santos M., Sarfo-Mensah S., Sarmento Banheiro B., Sarmiento I.C.E., Sarton B., Satyapriya S., Satyawati R., Saviciute E., Savio R., Savvidou P., Saw Y.T., Schaffer J., Schermer T., Scherpereel A., Schneider M., Schroll S., Schwameis M., Schwartz G., Scott J.T., Scott-Brown J., Sedillot N., Seitz T., Selvanayagam J., Selvarajoo M., Semaille C., Semple M.G., Senian R.B., Senneville E., Sepulveda C., Sequeira F., Sequeira T., Serpa Neto A., Serrano Balazote P., Shadowitz E., Shahidan S.A., Shahnaz Hasan M., Shamsah M., Shankar A., Sharjeel S., Sharma P., Shaw C.A., Shaw V., Shi H., Shiban N., Shiekh M., Shiga T., Shime N., Shimizu H., Shimizu K., Shimizu N., Shindo N., Shrapnel S., Shum H.P., Si Mohammed N., Siang N.Y., Sibiude J., Siddiqui A., Sigfrid L., Sillaots P., Silva C., Silva M.J., Silva R., Sim Lim Heng B., Sin W.C., Singh B.C., Singh P., Sitompul P.A., Sivam K., Skogen V., Smith S., Smood B., Smyth C., Smyth M., Snacken M., So D., Soh T.V., Solis M., Solomon J., Solomon T., Somers E., Sommet A., Song M.J., Song R., Song T., Song Chia J., Sonntagbauer M., Soom A.M., Sotto A., Soum E., Sousa A.C., Sousa M., Sousa Uva M., Souza-Dantas V., Sperry A., Spinuzza E., Sri Darshana B.P.S.R., Sriskandan S., Stabler S., Staudinger T., Stecher S.-S., Steinsvik T., Stienstra Y., Stiksrud B., Stolz E., Stone A., Streinu-Cercel A., Strudwick S., Stuart A., Stuart D., Subekti D., Suen G., Suen J.Y., Sukumar P., Sultana A., Summers C., Supic D., Suppiah D., Surovcova M., Suwarti S., Svistunov A.A., Syahrin S., Syrigos K., Sztajnbok J., Szuldrzynski K., Tabrizi S., Taccone F.S., Tagherset L., Taib S.M., Talarek E., Taleb S., Talsma J., Tampubolon M.L., Tan K.K., Tan L.V., Tan Y.C., Tanaka C., Tanaka H., Tanaka T., Taniguchi H., Tanveer H., Taqdees H., Taqi A., Tardivon C., Tattevin P., Taufik M.A., Tawfik H., Tedder R.S., Tee T.Y., Teixeira J., Tejada S., Tellier M.-C., Teoh S.K., Teotonio V., Teoule F., Terpstra P., Terrier O., Terzi N., Tessier-Grenier H., Tey A., Thabit A.A.M., Tham Z.D., Thangavelu S., Thibault V., Thiberville S.-D., Thill B., Thirumanickam J., Thompson S., Thomson D., Thomson E.C., Thurai S.R.T., Thuy D.B., Thwaites R.S., Tierney P., Tieroshyn V., Timashev P.S., Timsit J.-F., Tirupakuzhi Vijayaraghavan B.K., Tissot N., Toh J.Z.Y., Toki M., Tolppa T., Tonby K., Tonnii S.L., Torres A., Torres M., Torres Santos-Olmo R.M., Torres-Zevallos H., Towers M., Trapani T., Traynor D., Treoux T., Trieu H.T., Tripathy S., Tromeur C., Trontzas I., Trouillon T., Truong J., Tual C., Tubiana S., Tuite H., Turmel J.-M., Turtle L.C.W., Tveita A., Twardowski P., Uchiyama M., Udayanga P.I., Udy A., Ullrich R., Umer Z., Uribe A., Usman A., Vajdovics C., Val-Flores L., Valle A.L., Valran A., Van de Velde S., van den Berge M., van der Feltz M., van der Valk P., Van Der Vekens N., Van der Voort P., Van Der Werf S., van Dyk M., van Gulik L., Van Hattem J., van Lelyveld S., van Netten C., Van Twillert G., van Veen I., Vanel N., Vanoverschelde H., Varghese P., Varrone M., Vasudayan S.R., Vauchy C., Vaughan H., Veeran S., Veislinger A., Vencken S., Ventura S., Verbon A., Vidal J.E., Vieira C., Vijayan D., Villanueva J.A., Villar J., Villeneuve P.-M., Villoldo A., Vinh Chau N.V., Visseaux B., Visser H., Vitiello C., Vonkeman H., Vuotto F., Wahab N.H., Wahab S.A., Wahid N.A., Wainstein M., Wan Muhd Shukeri W.F., Wang C.-H., Webb S.A., Wei J., Weil K., Wen T.P., Wesselius S., West T.E., Wham M., Whelan B., White N., Wicky P.H., Wiedemann A., Wijaya S.O., Wille K., Willems S., Williams V., Wils E.-J., Wing Yiu N., Wong C., Wong T.F., Wong X.C., Wong Y.S., Xian G.E., Xian L.S., Xuan K.P., Xynogalas I., Yacoub S., Yakop S.R.B.M., Yamazaki M., Yazdanpanah Y., Yee Liang Hing N., Yelnik C., Yeoh C.H., Yerkovich S., Yokoyama T., Yonis H., Yousif O., Yuliarto S., Zaaqoq A., Zabbe M., Zacharowski K., Zahid M., Zahran M., Zaidan N.Z.B., Zambon M., Zambrano M., Zanella A., Zawadka K., Zaynah N., Zayyad H., Zoufaly A., Zucman D., NIHR, Critical care, Anesthesiology, Peri-operative and Emergency medicine (CAPE), Abbas, A., Abdukahil, S. 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B., Asyraf, A., Atique, A., Attanyake, A. U. L., Auchabie, J., Aumaitre, H., Auvet, A., Azemar, L., Azoulay, C., Bach, B., Bachelet, D., Badr, C., Baig, N., Baillie, J. K., Baird, J. K., Bak, E., Bakakos, A., Bakar, N. A., Bal, A., Balakrishnan, M., Balan, V., Bani-Sadr, F., Barbalho, R., Barbosa, N. Y., Barclay, W. S., Barnett, S. U., Barnikel, M., Barrasa, H., Barrelet, A., Barrigoto, C., Bartoli, M., Bartone, C., Baruch, J., Bashir, M., Basmaci, R., Basri, M. F. H., Bastos, D., Battaglini, D., Bauer, J., Bautista Rincon, D. F., Bazan Dow, D., Bedossa, A., Bee, K. H., Behilill, S., Beishuizen, A., Beljantsev, A., Bellemare, D., Beltrame, A., Beltrao, B. A., Beluze, M., Benech, N., Benjiman, L. E., Benkerrou, D., Bennett, S., Bento, L., Berdal, J. -E., Bergeaud, D., Bergin, H., Bernal Sobrino, J. L., Bertoli, G., Bertolino, L., Bessis, S., Betz, A., Bevilcaqua, S., Bezulier, K., Bhatt, A., Bhavsar, K., Bianchi, I., Bianco, C., Bidin, F. N., Bikram Singh, M., Bin Humaid, F., Bin Kamarudin, M. N., Bissuel, F., Biston, P., Bitker, L., Blanco-Schweizer, P., Blier, C., Bloos, F., Blot, M., Blumberg, L., Boccia, F., Bodenes, L., Bogaarts, A., Bogaert, D., Boivin, A. -H., Bolze, P. -A., Bompart, F., Bonfasius, A., Borges, D., Borie, R., Bosse, H. M., Botelho-Nevers, E., Bouadma, L., Bouchaud, O., Bouchez, S., Bouhmani, D., Bouhour, D., Bouiller, K., Bouillet, L., Bouisse, C., Boureau, A. -S., Bourke, J., Bouscambert, M., Bousquet, A., Bouziotis, J., Boxma, B., Boyer-Besseyre, M., Boylan, M., Bozza, F. A., Brack, M., Braconnier, A., Braga, C., Brandenburger, T., Bras Monteiro, F., Brazzi, L., Breen, D., Breen, P., Brett, S., Brickell, K., Broadley, T., Browne, A., Browne, S., Brozzi, N., Brusse-Keizer, M., Buchtele, N., Buesaquillo, C., Bugaeva, P., Buisson, M., Burhan, E., Burrell, A., Bustos, I. G., Butnaru, D., Cabie, A., Cabral, S., Caceres, E., Cadoz, C., Callahan, M., Calligy, K., Calvache, J. 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A., Dantas, J., D'Aragon, F., de Boer, M., de Loughry, G., de Mendoza, D., De Montmollin, E., de Oliveira Franca, R. F., de Pinho Oliveira, A. I., De Rosa, R., de Silva, T., de Vries, P., Deacon, J., Dean, D., Debard, A., Debenedictis, B., Debray, M. -P., Decastro, N., Dechert, W., Deconninck, L., Decours, R., Defous, E., Delacroix, I., Delaveuve, E., Delavigne, K., Delfos, N. M., Deligiannis, I., Dell'Amore, A., Delmas, C., Delobel, P., Delsing, C., Demonchy, E., Denis, E., Deplanque, D., Depuydt, P., Desai, M., Descamps, D., Desvallee, M., Dewayanti, S., Diallo, A., Diamantis, S., Dias, A., Diaz, P., Diaz, R., Diaz Diaz, J. J., Didier, K., Diehl, J. -L., Dieperink, W., Dimet, J., Dinot, V., Diop, F., Diouf, A., Dishon, Y., Dixit, D., Djossou, F., Docherty, A. B., Doherty, H., Dondorp, A. M., Dong, A., Donnelly, C. A., Donnelly, M., Donohue, C., Donohue, S., Donohue, Y., Doran, C., Doran, P., Dorival, C., D'Ortenzio, E., Douglas, J. J., Douma, R., Dournon, N., Downer, T., Downey, J., Downing, M., Drake, T., Driscoll, A., Dryden, M., Duarte Fonseca, C., Dubee, V., Dubos, F., Ducancelle, A., Duculan, T., Dudman, S., Duggal, A., Dunand, P., Dunning, J., Duplaix, M., Durante-Mangoni, E., Durham III, L., Dussol, B., Duthoit, J., Duval, X., Dyrhol-Riise, A. M., Ean, S. C., Echeverria-Villalobos, M., Egan, S., Eira, C., El Sanharawi, M., Elapavaluru, S., Elharrar, B., Ellerbroek, J., Eloy, P., Elshazly, T., Elyazar, I., Enderle, I., Endo, T., Eng, C. C., Engelmann, I., Enouf, V., Epaulard, O., Escher, M., Esperatti, M., Esperou, H., Esposito-Farese, M., Estevao, J., Etienne, M., Ettalhaoui, N., Everding, A. G., Evers, M., Fabre, I., Fabre, M., Faheem, A., Fahy, A., Fairfield, C. J., Fakar, Z., Faria, P., Farooq, A., Farrar, J. J., Farshait, N., Fateena, H., Fatoni, A. Z., Faure, K., Favory, R., Fayed, M., Feely, N., Feeney, L., Fernandes, J., Fernandes, M., Fernandes, S., Ferrand, F. -X., Ferrand Devouge, E., Ferrao, J., Ferraz, M., Ferreira, B., Ferreira, S., Ferrer-Roca, R., Ferriere, N., Ficko, C., Figueiredo-Mello, C., Fiorda, J., Flament, T., Flateau, C., Fletcher, T., Florio, L. L., Flynn, B., Flynn, D., Foley, C., Foley, J., Fomin, V., Fonseca, T., Fontela, P., Forsyth, S., Foster, D., Foti, G., Fourn, E., Fowler, R. A., Fraher, D. M., Franch-Llasat, D., Fraser, C., Fraser, J. F., Freire, M. 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Subjects: Biomedical Research, [SDV]Life Sciences [q-bio], Clinical science, Global Health, Corrections, Microbiology, 1117 Public Health and Health Services, 1108 Medical Microbiology, Pandemic, Economics, Humans, ISARIC Clinical Characterisation Group, Pandemics, COVID-19/epidemiology, Actuarial science, Information Dissemination, SARS-CoV-2, Comment, ISARIC, COVID-19, 1103 Clinical Sciences, Communicable Disease Control/methods, Infectious Diseases, Open source, Communicable Disease Control, Value (mathematics), Human
Abstract: International audience
Published: 2021

5. ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19

Author: Abbas, Ali, Abdukahil, Sheryl Ann, Abdulkadir, Nurul Najmee, Abe, Ryuzo, Abel, Laurent, Absil, Lara, Jabal, Kamal Abu, Zayyad, Hiba Abu, Acharya, Subhash, Acker, Andrew, Adachi, Shingo, Adam, Elisabeth, Adriano, Enrico, Adrião, Diana, Ageel, Saleh Al, Ahmed, Shakeel, Aiello, Marina, Ainscough, Kate, Airlangga, Eka, Aisa, Tharwat, Hssain, Ali Ait, Tamlihat, Younes Ait, Akimoto, Takako, Akmal, Ernita, Qasim, Eman Al, Al-dabbous, Tala, Al-Fares, Abdulrahman, Alalqam, Razi, Alberti, Angela, Alegesan, Senthilkumar, Alegre, Cynthia, Alessi, Marta, Alex, Beatrice, Alexandre, Kévin, Alfoudri, Huda, Ali, Adam, Ali, Imran, Shah, Naseem Ali, Sheikh, Naseem Ali, Alidjnou, Kazali Enagnon, Aliudin, Jeffrey, Alkhafajee, Qabas, Allavena, Clotilde, Allou, Nathalie, Altaf, Aneela, Alves, João, Alves, João Melo, Alves, Rita, Amaral, Maria, Amira, Nur, Ammerlaan, Heidi, Ampaw, Phoebe, Andini, Roberto, Andrejak, Claire, Angheben, Andrea, Angoulvant, François, Ansart, Séverine, Anthonidass, Sivanesen, Antonelli, Massimo, de Brito, Carlos Alexandre Antunes, Anwar, Kazi Rubayet, Apriyana, Ardiyan, Arabi, Yaseen, Aragao, Irene, Arancibia, Francisco, Araujo, Carolline, Arcadipane, Antonio, Archambault, Patrick, Arenz, Lukas, Arlet, Jean-Benoît, Arnold-Day, Christel, Aroca, Ana, Arora, Lovkesh, Arora, Rakesh, Artaud-Macari, Elise, Aryal, Diptesh, Asaki, Motohiro, Asensio, Angel, Ashley, Elizabeth, Ashraf, Muhammad, Asif, Namra, Asim, Mohammad, Assie, Jean Baptiste, Asyraf, Amirul, Atique, Anika, Attanyake, A. M. Udara Lakshan, Auchabie, Johann, Aumaitre, Hugues, Auvet, Adrien, Axelsen, Eyvind W., Azemar, Laurène, Azoulay, Cecile, Bach, Benjamin, Bachelet, Delphine, Badr, Claudine, Bævre-Jensen, Roar, Baig, Nadia, Baillie, J. Kenneth, Baird, J Kevin, Bak, Erica, Bakakos, Agamemnon, Bakar, Nazreen Abu, Bal, Andriy, Balakrishnan, Mohanaprasanth, Balan, Valeria, Bani-Sadr, Firouzé, Barbalho, Renata, Barbosa, Nicholas Yuri, Barclay, Wendy S., Barnett, Saef Umar, Barnikel, Michaela, Barrasa, Helena, Barrelet, Audrey, Barrigoto, Cleide, Bartoli, Marie, Bartone, Cheryl, Baruch, Joaquín, Bashir, Mustehan, Basmaci, Romain, Basri, Muhammad Fadhli Hassin, Battaglini, Denise, Bauer, Jules, Rincon, Diego Fernando Bautista, Dow, Denisse Bazan, Beane, Abigail, Bedossa, Alexandra, Bee, Ker Hong, Begum, Husna, Behilill, Sylvie, Beiruti, Karine, Beishuizen, Albertus, Beljantsev, Aleksandr, Bellemare, David, Beltrame, Anna, Beltrão, Beatriz Amorim, Beluze, Marine, Benech, Nicolas, Benjiman, Lionel Eric, Benkerrou, Dehbia, Bennett, Suzanne, Bento, Luís, Berdal, Jan-Erik, Bergeaud, Delphine, Bergin, Hazel, Sobrino, José Luis Bernal, Bertoli, Giulia, Bertolino, Lorenzo, Bessis, Simon, Betz, Adam, Bevilcaqua, Sybille, Bezulier, Karine, Bhatt, Amar, Bhavsar, Krishna, Bianchi, Isabella, Bianco, Claudia, Bidin, Farah Nadiah, Singh, Moirangthem Bikram, Bin Humaid, Felwa, Bin Kamarudin, Mohd Nazlin, Bissuel, François, Biston, Patrick, Bitker, Laurent, Bitton, Jonathan, Blanco-Schweizer, Pablo, Blier, Catherine, Bloos, Frank, Blot, Mathieu, Blumberg, Lucille, Boccia, Filomena, Bodenes, Laetitia, Bogaarts, Alice, Bogaert, Debby, Boivin, Anne-Hélène, Bolze, Pierre-Adrien, Bompart, François, Bonelli, Patrizia, Bonfasius, Aurelius, Borges, Diogo, Borie, Raphaël, Bosse, Hans Martin, Botelho-Nevers, Elisabeth, Bouadma, Lila, Bouchaud, Olivier, Bouchez, Sabelline, Bouhmani, Dounia, Bouhour, Damien, Bouiller, Kévin, Bouillet, Laurence, Bouisse, Camile, Bounphiengsy, Thipsavanh, Bountthasavong, Latsaniphone, Boureau, Anne-Sophie, Bourke, John, Bouscambert, Maude, Bousquet, Aurore, Bouziotis, Jason, Boxma, Bianca, Boyer-Besseyre, Marielle, Boylan, Maria, Bozza, Fernando Augusto, Braconnier, Axelle, Braga, Cynthia, Brandenburger, Timo, Monteiro, Filipa Brás, Brazzi, Luca, Breen, Dorothy, Breen, Patrick, Brickell, Kathy, Browne, Alex, Browne, Shaunagh, Brozzi, Nicolas, Brunvoll, Sonja Hjellegjerde, Brusse-Keizer, Marjolein, Buchtele, Nina, Buesaquillo, Christian, Bugaeva, Polina, Buisson, Marielle, Buonsenso, Danilo, Burhan, Erlina, Burrell, Aidan, Bustos, Ingrid G., Butnaru, Denis, Cabie, André, Cabral, Susana, Caceres, Eder, Cadoz, Cyril, Callahan, Mia, Calligy, Kate, Calvache, Jose Andres, Caminiti, Caterina, Camões, João, Campana, Valentine, Campbell, Paul, Campisi, Josie, Canepa, Cecilia, Cantero, Mireia, Caraux-Paz, Pauline, Cárcel, Sheila, Cardellino, Chiara Simona, Cardoso, Filipa, Cardoso, Filipe, Cardoso, Nelson, Cardoso, Sofia, Carelli, Simone, Carlacci, Francesca, Carlier, Nicolas, Carmoi, Thierry, Carney, Gayle, Carqueja, Inês, Carret, Marie-Christine, Carrier, François Martin, Carroll, Ida, Carson, Gail, Carvalho, Leonor, Casanova, Maire-Laure, Cascão, Mariana, Casey, Siobhan, Casimiro, José, Cassandra, Bailey, Castañeda, Silvia, Castanheira, Nidyanara, Castor-Alexandre, Guylaine, Castrillón, Henry, Castro, Ivo, Catarino, Ana, Catherine, François-Xavier, Cattaneo, Paolo, Cavalin, Roberta, Cavalli, Giulio Giovanni, Cavayas, Alexandros, Ceccato, Adrian, Cervantes-Gonzalez, Minerva, Chair, Anissa, Chakveatze, Catherine, Chan, Adrienne, Chand, Meera, Auger, Christelle Chantalat, Chapplain, Jean-Marc, Chas, Julie, Chatterjee, Allegra, Chaudry, Mobin, Iñiguez, Jonathan Samuel Chávez, Chen, Anjellica, Chen, Yih-Sharng, Cheng, Matthew Pellan, Cheret, Antoine, Chetta, Alfredo Antonio, Chiarabini, Thibault, Chica, Julian, Chidambaram, Suresh Kumar, Tho, Leong Chin, Chirouze, Catherine, Chiumello, Davide, Cho, Hwa Jin, Cho, Sung-Min, Cholley, Bernard, Chommanam, Danoy, Chopin, Marie-Charlotte, Chow, Ting Soo, Chow, Yock Ping, Christy, Nathaniel, Chua, Hiu Jian, Chua, Jonathan, Cidade, Jose Pedro, Herreros, José Miguel Cisneros, Citarella, Barbara Wanjiru, Ciullo, Anna, Clarke, Emma, Clarke, Jennifer, Granado, Rolando Claure-Del, Clohisey, Sara, Cobb, Perren J., Codan, Cassidy, Cody, Caitriona, Coelho, Alexandra, Coles, Megan, Colin, Gwenhaël, Collins, Michael, Colombo, Sebastiano Maria, Combs, Pamela, Connor, Marie, Conrad, Anne, Contreras, Sofía, Conway, Elaine, Cooke, Graham S., Copland, Mary, Cordel, Hugues, Corley, Amanda, Cornelis, Sabine, Cornet, Alexander Daniel, Corpuz, Arianne Joy, Cortegiani, Andrea, Corvaisier, Grégory, Costigan, Emma, Couffignal, Camille, Couffin-Cadiergues, Sandrine, Courtois, Roxane, Cousse, Stéphanie, Cregan, Rachel, D’Orleans, Charles Crepy, Croonen, Sabine, Crowl, Gloria, Crump, Jonathan, Cruz, Claudina, Berm, Juan Luis Cruz, Rojo, Jaime Cruz, Csete, Marc, Cucino, Alberto, Cullen, Ailbhe, Cummings, Matthew, Curley, Ger, Curley, Gerard, Curlier, Elodie, Curran, Colleen, Custodio, Paula, D’Amico, Federico, D’Aragon, Frédérick, D’Ortenzio, Eric, da Silva Filipe, Ana, Da Silveira, Charlene, Dabaliz, Al-Awwab, Dagens, Andrew, Dahl, John Arne, Dahly, Darren, Dalton, Heidi, Dalton, Jo, Daly, Seamus, Daneman, Nick, Daniel, Corinne, Dankwa, Emmanuelle A, Dantas, Jorge, de Boer, Mark, de Loughry, Gillian, de Mendoza, Diego, De Montmollin, Etienne, de Oliveira França, Rafael Freitas, Oliveira, Ana Isabel de Pinho, De Rosa, Rosanna, De Rose, Cristina, de Silva, Thushan, de Vries, Peter, Deacon, Jillian, Dean, David, Debard, Alexa, DeBenedictis, Bianca, Debray, Marie-Pierre, DeCastro, Nathalie, Dechert, William, Deconninck, Lauren, Decours, Romain, Defous, Eve, Delacroix, Isabelle, Delaveuve, Eric, Delavigne, Karen, Delfos, Nathalie M., Deligiannis, Ionna, Dell’Amore, Andrea, Delmas, Christelle, Delobel, Pierre, Delsing, Corine, Demonchy, Elisa, Denis, Emmanuelle, Deplanque, Dominique, Depuydt, Pieter, Desai, Mehul, Descamps, Diane, Desvallées, Mathilde, Dewayanti, Santi, Dhanger, Pathik, Diallo, Alpha, Diamantis, Sylvain, Dias, André, Dias, Andrea, Diaz, Juan Jose, Diaz, Priscila, Diaz, Rodrigo, Didier, Kévin, Diehl, Jean-Luc, Dieperink, Wim, Dimet, Jérôme, Dinot, Vincent, Diop, Fara, Diouf, Alphonsine, Dishon, Yael, Djossou, Félix, Docherty, Annemarie B., Doherty, Helen, Dondorp, Arjen M, Dong, Andy, Donnelly, Christl A., Donnelly, Maria, Donohue, Chloe, Donohue, Sean, Donohue, Yoann, Doran, Peter, Dorival, Céline, Douangdala, Phouvieng, Douglas, James Joshua, Douma, Renee, Dournon, Nathalie, Downer, Triona, Downey, Joanne, Downing, Mark, Drake, Tom, Driscoll, Aoife, Dror, Amiel A., Dryden, Murray, Fonseca, Claudio Duarte, Dubee, Vincent, Dubos, François, Dubot-Pérès, Audrey, Ducancelle, Alexandre, Duculan, Toni, Dudman, Susanne, Duggal, Abhijit, Dunand, Paul, Dunning, Jake, Duplaix, Mathilde, Durante-Mangoni, Emanuele, Durham III, Lucian, Dussol, Bertrand, Duthoit, Juliette, Duval, Xavier, Dyrhol-Riise, Anne Margarita, Ean, Sim Choon, Echeverria-Villalobos, Marco, Economopoulos, Giorgio, Edelstein, Michael, Egan, Siobhan, Eggesbø, Linn Margrete, Eira, Carla, El Sanharawi, Mohammed, 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, 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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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Luis Periel, Thomas Perpoint, Antonio Pesenti, Vincent Pestre, Lenka Petrou, Ventzislava Petrov-Sanchez, Michele Petrovic, Frank Olav Pettersen, Gilles Peytavin, Scott Pharand, Ooyanong Phonemixay, Michael Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Carola Pierobon, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Lionel Piroth, Roberta Pisi, Ayodhia Pitaloka, Riinu Pius, Simone Piva, Laurent Plantier, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Maria Pokorska-Spiewak, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Jolanta Popielska, Diego Bastos Porto, Andra-Maris Post, Douwe F Postma, Pedro Povoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Viladeth Praphasiri, Sébastien Preau, Christian Prebensen, Jean-Charles Preiser, Anton Prinssen, Mark G Pritchard, Gamage Dona Dilanthi Priyadarshani, Lucia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Matteo Puntoni, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia Rabaa, Christian Rabaud, Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Mutia Rahardjani, Ahmad Kashfi Haji Ab Rahman, Rozanah Abd Rahman, Arsalan Rahutullah, Fernando Rainieri, Giri Shan Rajahram, Pratheema Ramachandran, Nagarajan Ramakrishnan, Kollengode Ramanathan, Ahmad Afiq Ramli, Blandine Rammaert, Grazielle Viana Ramos, Anais Rampello, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Elena Ranza, Christophe Rapp, Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Francesco Rausa, Tharmini Ravi, Ali Raza, Andre Real, Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, Antonia Ricchiuto, David Richardson, Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, Patrick Rispal, Karine Risso, Maria Angelica Rivera Nuñez, Nicholas Rizer, Chiara Robba, André Roberto, Stephanie Roberts, David L Robertson, Olivier Robineau, Ferran Roche-Campo, Paola Rodari, Simão Rodeia, Julia Rodriguez Abreu, Bernhard Roessler, Claire Roger, Pierre-Marie Roger, Emmanuel Roilides, Amanda Rojek, Juliette Romaru, Roberto Roncon-Albuquerque Jr, Mélanie Roriz, Manuel Rosa-Calatrava, Michael Rose, Dorothea Rosenberger, Nurul Hidayah Mohammad Roslan, Andrea Rossanese, Matteo Rossetti, Sandra Rossi, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D Russell, Maeve Ryan, Maria Ryan, Mazankowski Heart Institute Ryckaert, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Luca Sacchelli, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Nadia Saidani, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Nazal Saleh, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonniere, Hélène Salvator, Olivier Sanchez, Xavier Sánchez Choez, Kizy Sanchez de Oliveira, Angel Sanchez-Miralles, Vanessa Sancho-Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Oana Sandulescu, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Janet T Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Malcolm G Semple, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Pratima Sharma, Catherine A Shaw, Victoria Shaw, Ashraf Sheharyar, Dr Rajesh Mohan Shetty, Rohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Takuya Shiga, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Naoki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Bountoy Sibounheuang, Atif Siddiqui, Louise Sigfrid, Piret Sillaots, Catarina Silva, Maria Joao Silva, Rogério Silva, Benedict Sim Lim Heng, Wai Ching Sin, Dario Sinatti, Budha Charan Singh, Punam Singh, Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Morgane Snacken, Dominic So, Tze Vee Soh, Lene Bergendal Solberg, Joshua Solomon, Tom Solomon, Emily Somers, Agnès Sommet, Myung Jin Song, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Arne Søraas, Camilla Lund Søraas, Alberto Sotto, Edouard Soum, Ana Chora Sousa, Marta Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel, Anca Streinu-Cercel, Samantha Strudwick, Ami Stuart, David Stuart, Decy Subekti, Gabriel Suen, Jacky Y Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey A Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szuldrzynski, Shirin Tabrizi, Fabio S Taccone, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan, Le Van Tan, Yan Chyi Tan, Clarice Tanaka, Hiroyuki Tanaka, Taku Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin, M Azhari Taufik, Hassan Tawfik, Richard S Tedder, Tze Yuan Tee, João Teixeira, Sofia Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault, Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, David Thomson, Emma C Thomson, Surain Raaj Thanga Thurai, Duong Bich Thuy, Ryan S Thwaites, Andrea Ticinesi, Paul Tierney, Vadim Tieroshyn, Peter S Timashev, Jean-François Timsit, Bharath Kumar Tirupakuzhi Vijayaraghavan, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Antoni Torres, Margarida Torres, Rosario Maria Torres Santos-Olmo, Hernando Torres-Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Huynh Trung Trieu, Cécile Tromeur, Ioannis Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance C W Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy, Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M Uyeki, Cristinava Vajdovics, Luís Val-Flores, Piero Valentini, Ana Luiza Valle, Amélie Valran, Ilaria Valzano, Stijn Van de Velde, Marcel van den Berge, Machteld Van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort, Sylvie Van Der Werf, Marlice van Dyk, Laura van Gulik, Jarne Van Hattem, Carolien van Netten, Gitte Van Twillert, Ilonka van Veen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Nguyen Van Vinh Chau, Gayatri Vishwanathan, Benoit Visseaux, Hannah Visser, Chiara Vitiello, Manivanh Vongsouvath, Harald Vonkeman, Fanny Vuotto, Noor Hidayu Wahab, Suhaila Abdul Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Jia Wei, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Evert-Jan Wils, Calvin Wong, Teck Fung Wong, Xin Ci Wong, Yew Sing Wong, Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Sophie Yacoub, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie Yerkovich, Touxiong Yiaye, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano, Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman, Durante-Mangoni, Emanuele, Critical care, Anesthesiology, Peri-operative and Emergency medicine (CAPE), Microbes in Health and Disease (MHD), Garcia-Gallo E., Merson L., Kennon K., Kelly S., Citarella B. W. , Fryer D. V. , Shrapnel S., Lee J., Duque S., Fuentes Y. V. , et al., and Medical Microbiology & Infectious Diseases
Subjects: Eğitim, Social Sciences and Humanities, Information Security and Reliability, Social Sciences (SOC), Sosyal Bilimler ve Beşeri Bilimler, Epidemiology, EDUCATION & EDUCATIONAL RESEARCH, Temel Bilimler (SCI), BİLGİSAYAR BİLİMİ, BİLGİ SİSTEMLERİ, MATHEMATICS, Sociology, [SDV.MHEP.MI]Life Sciences [q-bio]/Human health and pathology/Infectious diseases, Prospective Studies, COMPUTER SCIENCE, INFORMATION SYSTEMS, STATISTICS & PROBABILITY, Matematik, Bilgisayar Bilimi Uygulamaları, Computer Sciences, Bilgi Güvenliği ve Güvenilirliği, EĞİTİM VE EĞİTİM ARAŞTIRMASI, BİLGİ BİLİMİ VE KÜTÜPHANE BİLİMİ, Bilgi sistemi, Computer Science Applications, Kütüphane ve Bilgi Bilimleri, Hospitalization, Natural Sciences (SCI), Physical Sciences, Engineering and Technology, Sosyal Bilimler (SOC), Bilgisayar Bilimi, Statistics, Probability and Uncertainty, Information Systems, Human, Statistics and Probability, Humans, Pandemics, SARS-CoV-2, COVID-19, SOCIAL SCIENCES, GENERAL, Library and Information Sciences, Education, SDG 3 - Good Health and Well-being, Library Sciences, INFORMATION SCIENCE & LIBRARY SCIENCE, İstatistik ve Olasılık, Sosyal ve Beşeri Bilimler, Bilgisayar Bilimleri, Social Sciences & Humanities, Engineering, Computing & Technology (ENG), Sosyoloji, Pandemic, İSTATİSTİK & OLASILIK, Mühendislik, Bilişim ve Teknoloji (ENG), İstatistik, Olasılık ve Belirsizlik, Sosyal Bilimler Genel, COMPUTER SCIENCE, Prospective Studie, Fizik Bilimleri, Viral infection, Mühendislik ve Teknoloji, Kütüphanecilik
Abstract: The International Severe Acute Respiratory and Emerging Infection Consortium (ISARIC) COVID-19 dataset is one of the largest international databases of prospectively collected clinical data on people hospitalized with COVID-19. This dataset was compiled during the COVID-19 pandemic by a network of hospitals that collect data using the ISARIC-World Health Organization Clinical Characterization Protocol and data tools. The database includes data from more than 705,000 patients, collected in more than 60 countries and 1,500 centres worldwide. Patient data are available from acute hospital admissions with COVID-19 and outpatient follow-ups. The data include signs and symptoms, pre-existing comorbidities, vital signs, chronic and acute treatments, complications, dates of hospitalization and discharge, mortality, viral strains, vaccination status, and other data. Here, we present the dataset characteristics, explain its architecture and how to gain access, and provide tools to facilitate its use., 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).
Published: 2022

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1. Economic evaluation alongside the Probiotics to Prevent Severe Pneumonia and Endotracheal Colonization Trial (E-PROSPECT): study protocol

2. Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19

3. Author response for 'Symptom‐based case definitions for COVID‐19: Time and geographical variations for detection at hospital admission among 260,000 patients'

4. The value of open-source clinical science in pandemic response

5. ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19

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