Back to Search Start Over

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

Authors :
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
Narasimhan, Mangala
Narayanan, Nageswaran
Khan, Rashid Nasim
Nazerali-Maitland, Alasdair
Neant, Nadège
Neb, Holger
Necsoi, Coca
Nekliudov, Nikita A.
Nelwan, Erni
Neto, Raul
Neumann, Emily
Neves, Bernardo
Ng, Pauline Yeung
Ng, Wing Yiu
Nghi, Anthony
Ngure, Jane
Nguyen, Duc
Choileain, Orna Ni
Leathlobhair, Niamh Ni
Nichol, Alistair
Nitayavardhana, Prompak
Nonas, Stephanie
Noordin, Nurul Amani Mohd
Noret, Marion
Norharizam, Nurul Faten Izzati
Norman, Lisa
Notari, Alessandra
Noursadeghi, Mahdad
Nowicka, Karolina
Nowinski, Adam
Nseir, Saad
Nunez, Jose I.
Nurnaningsih, Nurnaningsih
Nusantara, Dwi Utomo
Nyamankolly, Elsa
Nygaard, Anders Benteson
Brien, Fionnuala O.
Callaghan, Annmarie O.
O’Callaghan, Annmarie
O’Donnell, Max
O’Halloran, Sophie
O’Hearn, Katie
O’Neil, Conar
O’Shea, Linda
O’Sullivan, Miriam
Occhipinti, Giovanna
OConnor, Derbrenn
Ogston, Tawnya
Ogura, Takayuki
Oh, Tak-Hyuk
Ohshimo, Shinichiro
Oldakowska, Agnieszka
Oliveira, João
Oliveira, Larissa
Olliaro, Piero L.
Ong, David S. Y.
Ong, Jee Yan
Oosthuyzen, Wilna
Opavsky, Anne
Openshaw, Peter
Orakzai, Saijad
Orozco-Chamorro, Claudia Milena
Orquera, Andrés
Ortoleva, Jamel
Osatnik, Javier
Othman, Siti Zubaidah
Otiku, Paul
Ouamara, Nadia
Ouissa, Rachida
Owyang, Clark
Oziol, Eric
Pagadoy, Maïder
Pages, Justine
Palacios, Amanda
Palacios, Mario
Palmarini, Massimo
Panarello, Giovanna
Panda, Prasan Kumar
Paneru, Hem
Pang, Lai Hui
Panigada, Mauro
Pansu, Nathalie
Papadopoulos, Aurélie
Parducci, Paolo
Oña, Edwin Fernando Paredes
Parke, Rachael
Parker, Melissa
Parra, Briseida
Parrini, Vieri
Pasha, Taha
Pasquier, Jérémie
Pastene, Bruno
Patauner, Fabian
Patel, Drashti
Pathmanathan, Mohan Dass
Patrão, Luís
Patricio, Patricia
Patrier, Juliette
Patrizi, Laura
Patterson, Lisa
Pattnaik, Rajyabardhan
Paul, Christelle
Paul, Mical
Paulos, Jorge
Paxton, William A.
Payen, Jean-François
Peariasamy, Kalaiarasu
Jiménez, Miguel Pedrera
Peek, Giles J.
Peelman, Florent
Peiffer-Smadja, Nathan
Peigne, Vincent
Pejkovska, Mare
Pelosi, Paolo
Peltan, Ithan D.
Pereira, Rui
Perez, Daniel
Periel, Luis
Perpoint, Thomas
Pesenti, Antonio
Pestre, Vincent
Petrou, Lenka
Petrov-Sanchez, Ventzislava
Petrovic, Michele
Pettersen, Frank Olav
Peytavin, Gilles
Pharand, Scott
Phonemixay, Ooyanong
Piagnerelli, Michael
Picard, Walter
Picone, Olivier
de Piero, Maria
Pierobon, Carola
Piersma, Djura
Pimentel, Carlos
Pinto, Raquel
Pires, Catarina
Pironneau, Isabelle
Piroth, Lionel
Pisi, Roberta
Pitaloka, Ayodhia
Pius, Riinu
Piva, Simone
Plantier, Laurent
Png, Hon Shen
Poissy, Julien
Pokeerbux, Ryadh
Pokorska-Spiewak, Maria
Poli, Sergio
Pollakis, Georgios
Ponscarme, Diane
Popielska, Jolanta
Porto, Diego Bastos
Post, Andra-Maris
Postma, Douwe F.
Povoa, Pedro
Póvoas, Diana
Powis, Jeff
Prapa, Sofia
Praphasiri, Viladeth
Preau, Sébastien
Prebensen, Christian
Preiser, Jean-Charles
Prinssen, Anton
Pritchard, Mark G.
Priyadarshani, Gamage Dona Dilanthi
Proença, Lucia
Pudota, Sravya
Puéchal, Oriane
Semedi, Bambang Pujo
Pulicken, Mathew
Puntoni, Matteo
Purcell, Gregory
Quesada, Luisa
Quinones-Cardona, Vilmaris
González, Víctor Quirós
Quist-Paulsen, Else
Quraishi, Mohammed
Rabaa, Maia
Rabaud, Christian
Rabindrarajan, Ebenezer
Rafael, Aldo
Rafiq, Marie
Ragazzo, Gabrielle
Rahardjani, Mutia
Ab Rahman, Ahmad Kashfi Haji
Rahman, Rozanah Abd
Rahutullah, Arsalan
Rainieri, Fernando
Rajahram, Giri Shan
Ramachandran, Pratheema
Ramakrishnan, Nagarajan
Ramanathan, Kollengode
Ramli, Ahmad Afiq
Rammaert, Blandine
Ramos, Grazielle Viana
Rampello, Anais
Rana, Asim
Rangappa, Rajavardhan
Ranjan, Ritika
Ranza, Elena
Rapp, Christophe
Rashan, Aasiyah
Rashan, Thalha
Rasheed, Ghulam
Rasmin, Menaldi
Rätsep, Indrek
Rau, Cornelius
Rausa, Francesco
Ravi, Tharmini
Raza, Ali
Real, Andre
Rebaudet, Stanislas
Redl, Sarah
Reeve, Brenda
Rehman, Attaur
Reid, Liadain
Reikvam, Dag Henrik
Reis, Renato
Rello, Jordi
Remppis, Jonathan
Remy, Martine
Ren, Hongru
Renk, Hanna
Resseguier, Anne-Sophie
Revest, Matthieu
Rewa, Oleksa
Reyes, Luis Felipe
Reyes, Tiago
Ribeiro, Maria Ines
Ricchiuto, Antonia
Richardson, David
Richardson, Denise
Richier, Laurent
Ridzuan, Siti Nurul Atikah Ahmad
Riera, Jordi
Rios, Ana L.
Rishu, Asgar
Rispal, Patrick
Risso, Karine
Nuñez, Maria Angelica Rivera
Rizer, Nicholas
Robba, Chiara
Roberto, André
Roberts, Stephanie
Robertson, David L.
Robineau, Olivier
Roche-Campo, Ferran
Rodari, Paola
Rodeia, Simão
Abreu, Julia Rodriguez
Roessler, Bernhard
Roger, Claire
Roger, Pierre-Marie
Roilides, Emmanuel
Rojek, Amanda
Romaru, Juliette
Roncon-Albuquerque Jr, Roberto
Roriz, Mélanie
Rosa-Calatrava, Manuel
Rose, Michael
Rosenberger, Dorothea
Roslan, Nurul Hidayah Mohammad
Rossanese, Andrea
Rossetti, Matteo
Rossi, Sandra
Rossignol, Bénédicte
Rossignol, Patrick
Rousset, Stella
Roy, Carine
Roze, Benoît
Rusmawatiningtyas, Desy
Russell, Clark D.
Ryan, Maeve
Ryan, Maria
Ryckaert, Mazankowski Heart Institute
Ryckaert, Steffi
Holten, Aleksander Rygh
Saba, Isabela
Sacchelli, Luca
Sadaf, Sairah
Sadat, Musharaf
Sahraei, Valla
Saidani, Nadia
Saint-Gilles, Maximilien
Sakiyalak, Pranya
Salahuddin, Nawal
Salazar, Leonardo
Saleem, Jodat
Saleh, Nazal
Sales, Gabriele
Sallaberry, Stéphane
Gandonniere, Charlotte Salmon
Salvator, Hélène
Sanchez, Olivier
Choez, Xavier Sánchez
de Oliveira, Kizy Sanchez
Sanchez-Miralles, Angel
Sancho-Shimizu, Vanessa
Sandhu, Gyan
Sandhu, Zulfiqar
Sandrine, Pierre-François
Sandulescu, Oana
Santos, Marlene
Sarfo-Mensah, Shirley
Banheiro, Bruno Sarmento
Sarmiento, Iam Claire E.
Sarton, Benjamine
Satya, Ankana
Satyapriya, Sree
Satyawati, Rumaisah
Saviciute, Egle
Savvidou, Parthena
Saw, Yen Tsen
Schaffer, Justin
Schermer, Tjard
Scherpereel, Arnaud
Schneider, Marion
Schroll, Stephan
Schwameis, Michael
Schwartz, Gary
Scott, Janet T.
Scott-Brown, James
Sedillot, Nicholas
Seitz, Tamara
Selvanayagam, Jaganathan
Selvarajoo, Mageswari
Semaille, Caroline
Semple, Malcolm G.
Senian, Rasidah Bt
Senneville, Eric
Sepulveda, Claudia
Sequeira, Filipa
Sequeira, Tânia
Neto, Ary Serpa
Balazote, Pablo Serrano
Shadowitz, Ellen
Shahidan, Syamin Asyraf
Shamsah, Mohammad
Shankar, Anuraj
Sharjeel, Shaikh
Sharma, Pratima
Shaw, Catherine A.
Shaw, Victoria
Sheharyar, Ashraf
Shetty, Dr. Rajesh Mohan
Shetty, Rohan
Shi, Haixia
Shiban, Nisreen
Shiekh, Mohiuddin
Shiga, Takuya
Shime, Nobuaki
Shimizu, Hiroaki
Shimizu, Keiki
Shimizu, Naoki
Shrapnel, Sally
Shrestha, Pramesh Sundar
Shrestha, Shubha Kalyan
Shum, Hoi Ping
Mohammed, Nassima Si
Siang, Ng Yong
Sibiude, Jeanne
Sibounheuang, Bountoy
Siddiqui, Atif
Sigfrid, Louise
Sillaots, Piret
Silva, Catarina
Silva, Maria Joao
Silva, Rogério
Heng, Benedict Sim Lim
Sin, Wai Ching
Sinatti, Dario
Singh, Budha Charan
Singh, Punam
Sitompul, Pompini Agustina
Sivam, Karisha
Skogen, Vegard
Smith, Sue
Smood, Benjamin
Smyth, Coilin
Smyth, Michelle
Snacken, Morgane
So, Dominic
Soh, Tze Vee
Solberg, Lene Bergendal
Solomon, Joshua
Solomon, Tom
Somers, Emily
Sommet, Agnès
Song, Myung Jin
Song, Rima
Song, Tae
Chia, Jack Song
Sonntagbauer, Michael
Soom, Azlan Mat
Søraas, Arne
Søraas, Camilla Lund
Sotto, Alberto
Soum, Edouard
Sousa, Ana Chora
Sousa, Marta
Uva, Maria Sousa
Souza-Dantas, Vicente
Sperry, Alexandra
Spinuzza, Elisabetta
Darshana, B. P. Sanka Ruwan Sri
Sriskandan, Shiranee
Stabler, Sarah
Staudinger, Thomas
Stecher, Stephanie-Susanne
Steinsvik, Trude
Stienstra, Ymkje
Stiksrud, Birgitte
Stolz, Eva
Stone, Amy
Streinu-Cercel, Adrian
Streinu-Cercel, Anca
Strudwick, Samantha
Stuart, Ami
Stuart, David
Subekti, Decy
Suen, Gabriel
Suen, Jacky Y.
Sultana, Asfia
Summers, Charlotte
Supic, Dubravka
Suppiah, Deepashankari
Surovcová, Magdalena
Suwarti, Suwarti
Svistunov, Andrey A.
Syahrin, Sarah
Syrigos, Konstantinos
Sztajnbok, Jaques
Szuldrzynski, Konstanty
Tabrizi, Shirin
Taccone, Fabio S.
Tagherset, Lysa
Taib, Shahdattul Mawarni
Talarek, Ewa
Taleb, Sara
Talsma, Jelmer
Tamisier, Renaud
Tampubolon, Maria Lawrensia
Tan, Kim Keat
Tan, Le Van
Tan, Yan Chyi
Tanaka, Clarice
Tanaka, Hiroyuki
Tanaka, Taku
Taniguchi, Hayato
Taqdees, Huda
Taqi, Arshad
Tardivon, Coralie
Tattevin, Pierre
Taufik, M Azhari
Tawfik, Hassan
Tedder, Richard S.
Tee, Tze Yuan
Teixeira, João
Tejada, Sofia
Tellier, Marie-Capucine
Teoh, Sze Kye
Teotonio, Vanessa
Téoulé, François
Terpstra, Pleun
Terrier, Olivier
Terzi, Nicolas
Tessier-Grenier, Hubert
Tey, Adrian
Thabit, Alif Adlan Mohd
Thakur, Anand
Tham, Zhang Duan
Thangavelu, Suvintheran
Thibault, Vincent
Thiberville, Simon-Djamel
Thill, Benoît
Thirumanickam, Jananee
Thompson, Shaun
Thomson, David
Thomson, Emma C.
Thurai, Surain Raaj Thanga
Thuy, Duong Bich
Thwaites, Ryan S.
Ticinesi, Andrea
Tierney, Paul
Tieroshyn, Vadim
Timashev, Peter S.
Timsit, Jean-François
Vijayaraghavan, Bharath Kumar Tirupakuzhi
Tissot, Noémie
Toh, Jordan Zhien Yang
Toki, Maria
Tonby, Kristian
Tonnii, Sia Loong
Torres, Antoni
Torres, Margarida
Santos-Olmo, Rosario Maria Torres
Torres-Zevallos, Hernando
Towers, Michael
Trapani, Tony
Treoux, Théo
Trieu, Huynh Trung
Tromeur, Cécile
Trontzas, Ioannis
Trouillon, Tiffany
Truong, Jeanne
Tual, Christelle
Tubiana, Sarah
Tuite, Helen
Turmel, Jean-Marie
Turtle, Lance C. W.
Tveita, Anders
Twardowski, Pawel
Uchiyama, Makoto
Udayanga, P G Ishara
Udy, Andrew
Ullrich, Roman
Uribe, Alberto
Usman, Asad
Uyeki, Timothy M.
Vajdovics, Cristinava
Val-Flores, Luís
Valentini, Piero
Valle, Ana Luiza
Valran, Amélie
Valzano, Ilaria
Van de Velde, Stijn
van den Berge, Marcel
Van der Feltz, Machteld
van der Palen, Job
van der Valk, Paul
Van Der Vekens, Nicky
Van der Voort, Peter
Van Der Werf, Sylvie
van Dyk, Marlice
van Gulik, Laura
Van Hattem, Jarne
van Netten, Carolien
Van Twillert, Gitte
van Veen, Ilonka
Vanel, Noémie
Vanoverschelde, Henk
Varghese, Pooja
Varrone, Michael
Vasudayan, Shoban Raj
Vauchy, Charline
Veeran, Shaminee
Veislinger, Aurélie
Vencken, Sebastian
Ventura, Sara
Verbon, Annelies
Vickers, James
Vidal, José Ernesto
Vieira, César
Vijayan, Deepak
Villanueva, Joy Ann
Villar, Judit
Villeneuve, Pierre-Marc
Villoldo, Andrea
Van Vinh Chau, Nguyen
Vishwanathan, Gayatri
Visseaux, Benoit
Visser, Hannah
Vitiello, Chiara
Vongsouvath, Manivanh
Vonkeman, Harald
Vuotto, Fanny
Wahab, Noor Hidayu
Wahab, Suhaila Abdul
Wahid, Nadirah Abdul
Wainstein, Marina
Shukeri, Wan Fadzlina Wan Muhd
Wang, Chih-Hsien
Webb, Steve
Wei, Jia
Weil, Katharina
Wen, Tan Pei
Wesselius, Sanne
West, T. Eoin
Wham, Murray
Whelan, Bryan
White, Nicole
Wicky, Paul Henri
Wiedemann, Aurélie
Wijaya, Surya Otto
Wille, Keith
Willems, Suzette
Williams, Virginie
Wils, Evert-Jan
Wong, Calvin
Wong, Teck Fung
Wong, Xin Ci
Wong, Yew Sing
Wright, Natalie
Xian, Gan Ee
Xian, Lim Saio
Xuan, Kuan Pei
Xynogalas, Ioannis
Yacoub, Sophie
Yakop, Siti Rohani Binti Mohd
Yamazaki, Masaki
Yazdanpanah, Yazdan
Hing, Nicholas Yee Liang
Yelnik, Cécile
Yeoh, Chian Hui
Yerkovich, Stephanie
Yiaye, Touxiong
Yokoyama, Toshiki
Yonis, Hodane
Yousif, Obada
Yuliarto, Saptadi
Zaaqoq, Akram
Zabbe, Marion
Zacharowski, Kai
Zahid, Masliza
Zahran, Maram
Zaidan, Nor Zaila Binti
Zambon, Maria
Zambrano, Miguel
Zanella, Alberto
Zawadka, Konrad
Zaynah, Nurul
Zayyad, Hiba
Zoufaly, Alexander
Zucman, David
Fryer, Daniel Vidali
Duque, Sara
Fuentes, Yuli V.
Baruch, Joaquin
Beane, Abi
Imagine - Institut des maladies génétiques (IHU) (Imagine - U1163)
Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)
CHU Pontchaillou [Rennes]
ARN régulateurs bactériens et médecine (BRM)
Université de Rennes (UR)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Structure Fédérative de Recherche en Biologie et Santé de Rennes ( Biosit : Biologie - Santé - Innovation Technologique )
Génétique Moléculaire des Virus à ARN - Molecular Genetics of RNA Viruses (GMV-ARN (UMR_3569 / U-Pasteur_2))
Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)
Centre National de Référence des virus des infections respiratoires (dont la grippe) - National Reference Center Virus Influenzae [Paris] (CNR - laboratoire coordonnateur)
Institut Pasteur [Paris] (IP)-Université Paris Cité (UPCité)
University of La Sabana = Universitad de la Sabana
University of Queensland [Brisbane]
University of British Columbia (UBC)
University of Oxford
The investigators acknowledge: This work is part of the Grand Challenges ICODA pilot initiative, delivered by Health Data Research UK and funded by the Bill & Melinda Gates Foundation and the Minderoo Foundation. The philanthropic support of the donors to the University of Oxford’s COVID-19 Research Response Fund
UK Foreign, Commonwealth and Development Office and Wellcome [215091/Z/18/Z and 220757/Z/20/Z]
the Bill & Melinda Gates Foundation [OPP1209135]
the National Institute for Health Research (NIHR
award CO-CIN-01)
the Medical Research Council (MRC
grant MC_PC_19059)
the NIHR Health Protection Research Unit (HPRU) in Emerging and Zoonotic Infections at University of Liverpool in partnership with Public Health England (PHE)(award 200907)
NIHR HPRU in Respiratory Infections at Imperial College London with PHE (award 200927)
Liverpool Experimental Cancer Medicine Centre (grant C18616/A25153)
NIHR Biomedical Research Centre at Imperial College London (award IS-BRC-1215-20013)
NIHR Clinical Research Network (infrastructure support)
CIHR Coronavirus Rapid Research Funding Opportunity OV2170359 and was coordinated out of Sunnybrook Research Institute
the endorsement of the Irish Critical Care- Clinical Trials Group, co-ordinated in Ireland by the Irish Critical Care- Clinical Trials Network at University College Dublin and funded by the Health Research Board of Ireland [CTN-2014-12]
Rapid European COVID-19 Emergency Response research (RECOVER) [H2020 project 101003589]
European Clinical Research Alliance on Infectious Diseases (ECRAID) [965313]
COVID clinical management team, AIIMS, Rishikesh, India
Cambridge NIHR Biomedical Research Centre
the dedication and hard work of the Groote Schuur Hospital Covid ICU Team
the Groote Schuur nursing and University of Cape Town registrar bodies coordinated by the Division of Critical Care at the University of Cape Town
Wellcome Trust fellowship [205228/Z/16/Z]
the Liverpool School of Tropical Medicine
the University of Oxford
the dedication and hard work of the Norwegian SARS-CoV-2 study team
the Research Council of Norway grant no 312780
a philanthropic donation from Vivaldi Invest A/S owned by Jon Stephenson von Tetzchner
Innovative Medicines Initiative Joint Undertaking under Grant Agreement No. 115523 COMBACTE, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007–2013) and EFPIA companies, in-kind contribution
preparedness work conducted by the Short Period Incidence Study of Severe Acute Respiratory Infection
Stiftungsfonds zur Förderung der Bekämpfung der Tuberkulose und anderer Lungenkrankheiten of the City of Vienna, Project Number: APCOV22BGM
Italian Ministry of Health 'Fondi Ricerca corrente–L1P6' to IRCCS Ospedale Sacro Cuore–Don Calabria
Australian Department of Health grant (3273191)
Gender Equity Strategic Fund at University of Queensland
Artificial Intelligence for Pandemics (A14PAN) at University of Queensland
the Australian Research Council Centre of Excellence for Engineered Quantum Systems (EQUS, CE170100009)
the Prince Charles Hospital Foundation, Australia
UK Medical Research Council Clinical Research Training Fellowship MR/V001671/1
Instituto de Salud Carlos III, Ministerio de Ciencia, Spain
Brazil, National Council for Scientific and Technological Development Scholarship number 303953/2018-7
Firland Foundation, Shoreline, Washington, USA
the French COVID cohort (NCT04262921) is sponsored by INSERM and is funding by the REACTing (REsearch & ACtion emergING infectious diseases) consortium and by a grant of the French Ministry of Health (PHRC n°20-0424). This work uses Data/Material provided by patients and collected by the NHS as part of their care and support #DataSavesLives. The Data/materials used for this research were obtained from ISARIC4C. ISARIC4C Investigators collated the COVID-19 Clinical Information Network (CO-CIN) data.
European Project: 101003589, H2020-SC1-PHE-CORONAVIRUS-2020,RECOVER(2020)
Bill & Melinda Gates Foundation
Minderoo Foundation
Commonwealth Foundation
Wellcome Trust
National Institute for Health Research (UK)
Medical Research Council (UK)
University of Liverpool
Imperial College London
Canadian Institutes of Health Research
Sunnybrook Research Institute
Health Research Board (Ireland)
European Commission
All India Institute of Medical Science
University of Cape Town
Research Council of Norway
Innovative Medicines Initiative
Governo Italiano
University of Queensland
Australian Research Council
Prince Charles Hospital Foundation
Instituto de Salud Carlos III
Institut National de la Santé et de la Recherche Médicale (France)
Conselho Nacional de Desenvolvimento Científico e Tecnológico (Brasil)
Garcia-Gallo, Esteban
Merson, Laura
Kennon, Kalynn
Kelly, Sadie
Citarella, Barbara Wanjiru
Fryer, Daniel Vidali
Shrapnel, Sally
Lee, Jame
Duque, Sara
Fuentes, Yuli V
Balan, Valeria
Smith, Sue
Wei, Jia
Gonçalves, Bronner P
Russell, Clark D
Sigfrid, Louise
Dagens, Andrew
Olliaro, Piero L
Baruch, Joaquin
Kartsonaki, Christiana
Dunning, Jake
Rojek, Amanda
Rashan, Aasiyah
Beane, Abi
Murthy, Sriniva
Reyes, Luis Felipe
ISARIC Clinical Characterization Group: Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Kamal Abu Jabal, Hiba Abu Zayyad, Subhash Acharya, Andrew Acker, Shingo Adachi, Elisabeth Adam, Enrico Adriano, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Marina Aiello, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Tala Al-Dabbous, Abdulrahman Al-Fares, Razi Alalqam, Angela Alberti, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Huda Alfoudri, Adam Ali, Imran Ali, Naseem Ali Shah, Naseem Ali Sheikh, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves, João Melo Alves, Rita Alves, Maria Amaral, Nur Amira, Heidi Ammerlaan, Phoebe Ampaw, Roberto Andini, Claire Andrejak, Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Kazi Rubayet Anwar, Ardiyan Apriyana, Yaseen Arabi, Irene Aragao, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean-Benoît Arlet, Christel Arnold-Day, Ana Aroca, Lovkesh Arora, Rakesh Arora, Elise Artaud-Macari, Diptesh Aryal, Motohiro Asaki, Angel Asensio, Elizabeth Ashley, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean Baptiste Assie, Amirul Asyraf, Anika Atique, A M Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaitre, Adrien Auvet, Eyvind W Axelsen, Laurène Azemar, Cecile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Roar Bævre-Jensen, Nadia Baig, J Kenneth Baillie, J Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Andriy Bal, Mohanaprasanth Balakrishnan, Valeria Balan, Firouzé Bani-Sadr, Renata Barbalho, Nicholas Yuri Barbosa, Wendy S Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Audrey Barrelet, Cleide Barrigoto, Marie Bartoli, Cheryl Bartone, Joaquín Baruch, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincon, Denisse Bazan Dow, Abigail Beane, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Karine Beiruti, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare, Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Dehbia Benkerrou, Suzanne Bennett, Luís Bento, Jan-Erik Berdal, Delphine Bergeaud, Hazel Bergin, José Luis Bernal Sobrino, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Adam Betz, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, 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, Jonathan Bitton, 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, Patrizia Bonelli, 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, Thipsavanh Bounphiengsy, Latsaniphone Bountthasavong, Anne-Sophie Boureau, John Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Fernando Augusto Bozza, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Dorothy Breen, Patrick Breen, Kathy Brickell, Alex Browne, Shaunagh Browne, Nicolas Brozzi, Sonja Hjellegjerde Brunvoll, Marjolein Brusse-Keizer, Nina Buchtele, Christian Buesaquillo, Polina Bugaeva, Marielle Buisson, Danilo Buonsenso, Erlina Burhan, Aidan Burrell, Ingrid G Bustos, Denis Butnaru, André Cabie, Susana Cabral, Eder Caceres, Cyril Cadoz, Mia Callahan, Kate Calligy, Jose Andres Calvache, Caterina Caminiti, João Camões, 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, Francesca Carlacci, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll, Gail Carson, Leonor Carvalho, 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, Alfredo Antonio Chetta, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin Tho, Catherine Chirouze, Davide Chiumello, Hwa Jin Cho, Sung-Min Cho, Bernard Cholley, Danoy Chommanam, Marie-Charlotte Chopin, Ting Soo Chow, Yock Ping Chow, Nathaniel Christy, 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, 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, Sabine Croonen, Gloria Crowl, Jonathan Crump, Claudina Cruz, Juan Luis Cruz Berm, Jaime Cruz Rojo, Marc Csete, Alberto Cucino, Ailbhe Cullen, Matthew Cummings, Ger Curley, Gerard Curley, Elodie Curlier, Colleen Curran, Paula Custodio, Federico D'Amico, Frédérick D'Aragon, Eric D'Ortenzio, Ana da Silva Filipe, Charlene Da Silveira, Al-Awwab Dabaliz, Andrew Dagens, John Arne Dahl, Darren Dahly, Heidi Dalton, Jo Dalton, Seamus Daly, Nick Daneman, Corinne Daniel, Emmanuelle A Dankwa, Jorge Dantas, 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, Cristina De Rose, 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 Desvallées, Santi Dewayanti, Pathik Dhanger, Alpha Diallo, Sylvain Diamantis, André Dias, Andrea 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, Christl A Donnelly, Maria Donnelly, Chloe Donohue, Sean Donohue, Yoann Donohue, Peter Doran, Céline Dorival, Phouvieng Douangdala, James Joshua Douglas, Renee Douma, Nathalie Dournon, Triona Downer, Joanne Downey, Mark Downing, Tom Drake, Aoife Driscoll, Amiel A Dror, Murray Dryden, Claudio Duarte Fonseca, Vincent Dubee, François Dubos, Audrey Dubot-Pérès, Alexandre Ducancelle, Toni Duculan, Susanne Dudman, Abhijit Duggal, Paul Dunand, Jake Dunning, Mathilde Duplaix, Emanuele Durante-Mangoni, Lucian Durham 3rd, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean, Marco Echeverria-Villalobos, Giorgio Economopoulos, Michael Edelstein, Siobhan Egan, Linn Margrete Eggesbø, Carla Eira, Mohammed El Sanharawi, Subbarao Elapavaluru, Brigitte Elharrar, Jacobien Ellerbroek, Merete Ellingjord-Dale, 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, 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, Carlo Ferrari, Mário Ferraz, Benigno Ferreira, Isabel Ferreira, Sílvia Ferreira, Ricard Ferrer-Roca, Nicolas Ferriere, Céline Ficko, Claudia Figueiredo-Mello, William Finlayson, Juan Fiorda, Thomas Flament, Clara Flateau, Tom Fletcher, Letizia Lucia Florio, Brigid Flynn, Deirdre Flynn, Federica Fogliazza, 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, Christophe Fraser, John F Fraser, Marcela Vieira Freire, Ana Freitas Ribeiro, Craig French, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, G Argin, 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, Federica Garofalo, 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, Jesse Gitaka, 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, Bronner P Gonçalves, Alicia Gonzalez, Patricia Gordon, Yanay Gorelik, 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, Amy Hackmann, Nadir Hadri, Fakhir Haidri, Sheeba Hakak, Adam Hall, Matthew Hall, Sophie Halpin, Jawad Hameed, Ansley Hamer, Raph L Hamers, Rebecca Hamidfar, Bato Hammarström, 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, Madiha Hashmi, Ailbhe Hayes, Leanne Hays, Jan Heerman, Lars Heggelund, Ross Hendry, Martina Hennessy, Aquiles Henriquez-Trujillo, Maxime Hentzien, Jaime Hernandez-Montfort, Daniel Herr, Andrew Hershey, Liv Hesstvedt, Astarini Hidayah, Dawn Higgins, Eibhilin Higgins, Rita Hinchion, Samuel Hinton, Hiroaki Hiraiwa, Haider Hirkani, 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, Stella Huo, 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, Mette Stausland Istre, 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, Denise Jaworsky, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, Ong Yiaw Joe, Ruth N Jorge García, Silje Bakken Jørgensen, 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, Karl Trygve Kalleberg, Smaragdi Kalomoiri, Muhammad Aisar Ayadi Kamaluddin, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Kavita Kamineni, Darshana Hewa Kandamby, Chris Kandel, Kong Yeow Kang, Darakhshan Kanwal, Dyah Kanyawati, Pratap Karpayah, Todd Karsies, Christiana Kartsonaki, Daisuke Kasugai, Anant Kataria, Kevin Katz, Aasmine Kaur, Tatsuya Kawasaki, Christy Kay, Hannah Keane, Seán Keating, Pulak Kedia, Andrea Kelly, Aoife Kelly, Claire Kelly, Niamh Kelly, Sadie Kelly, Yvelynne Kelly, Maeve Kelsey, Ryan Kennedy, Kalynn Kennon, Sommay Keomany, Maeve Kernan, Younes Kerroumi, Sharma Keshav, Evelyne Kestelyn, Imrana Khalid, Osama Khalid, Antoine Khalil, Coralie Khan, Irfan Khan, Quratul Ain Khan, Sushil Khanal, Abid Khatak, Amin Khawaja, Krish Kherajani, Michelle E Kho, Denisa Khoo, Ryan Khoo, Saye Khoo, Nasir Khoso, Khor How Kiat, Yuri Kida, Harrison Kihuga, Peter Kiiza, Beathe Kiland Granerud, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen-Milles, Alexander King, Nobuya Kitamura, Eyrun Floerecke Kjetland Kjetland, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen R 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, Deepali Kumar, Ganesh Kumar, Mukesh Kumar, Pavan Kumar Vecham, Dinesh Kuriakose, Ethan Kurtzman, Neurinda Permata Kusumastuti, Demetrios Kutsogiannis, Galyna Kutsyna, Konstantinos Kyriakoulis, Erwan L'Her, 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, Andrew Law, 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, Andrew Letizia, Bruno Levy, Yves Levy, Claire Levy-Marchal, Katarzyna Lewandowska, Gianluigi Li Bassi, Janet Liang, Ali Liaquat, Geoffrey Liegeon, Kah Chuan Lim, Wei Shen Lim, Chantre Lima, Bruno Lina, Lim Lina, Andreas Lind, Maja Katherine Lingad, 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, Sarah MacDonald, Moïse Machado, Gabriel Macheda, Juan Macias Sanchez, Jai Madhok, Hashmi Madiha, Guillermo Maestro de la Calle, Jacob Magara, Giuseppe Maglietta, Rafael Mahieu, Sophie Mahy, Ana Raquel Maia, Lars S Maier, Mylène Maillet, Thomas Maitre, Maria Majori, Maximilian Malfertheiner, Nadia Malik, Paddy Mallon, Fernando Maltez, Denis Malvy, Patrizia Mammi, Victoria Manda, Jose M Mandei, Laurent Mandelbrot, Frank Manetta, 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, Ignacio Martin-Loeches, Alejandro Martin-Quiros, Alessandra Martinelli, Martin Martinot, 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, Mayfong Mayxay, Thierry Mazzoni, Natalie Mc Evoy, Lisa Mc Sweeney, Colin McArthur, Aine McCarthy, Anne 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 Mendes, Ogechukwu Menkiti, Kusum Menon, France Mentré, Alexander J Mentzer, Emmanuelle Mercier, Noémie Mercier, Antoine Merckx, Mayka Mergeay-Fabre, Blake Mergler, Laura Merson, Tiziana Meschi, António Mesquita, Roberta Meta, 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 Müller, Karl Erik Müller, Daniel Munblit, Syed Muneeb, Nadeem Munir, Laveena Munshi, Aisling Murphy, Lorna Murphy, Marlène Murris, Srinivas Murthy, Himed Musaab, Carlotta Mutti, Himasha Muvindi, Gugapriyaa Muyandy, Dimitra Melia Myrodia, Farah Nadia Mohd-Hanafiah, Dave Nagpal, Mangala Narasimhan, Nageswaran Narayanan, Rashid Nasim Khan, Alasdair Nazerali-Maitland, Nadège Neant, Holger Neb, Coca Necsoi, Nikita A Nekliudov, Erni Nelwan, Raul Neto, Emily Neumann, Bernardo Neves, Pauline Yeung Ng, Wing Yiu Ng, Anthony Nghi, Jane Ngure, 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, Dwi Utomo Nusantara, Elsa Nyamankolly, Anders Benteson Nygaard, Fionnuala O Brien, Annmarie O Callaghan, Annmarie O'Callaghan, Max O'Donnell, Sophie O'Halloran, Katie O'Hearn, Conar O'Neil, Linda O'Shea, Miriam O'Sullivan, Giovanna Occhipinti, Derbrenn OConnor, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Shinichiro Ohshimo, Agnieszka Oldakowska, João Oliveira, Larissa Oliveira, Piero L Olliaro, 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, Siti Zubaidah Othman, Paul Otiku, Nadia Ouamara, Rachida Ouissa, Clark Owyang, Eric Oziol, 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, Paolo Parducci, Edwin Fernando Paredes Oña, Rachael Parke, Melissa Parker, Briseida Parra, Vieri Parrini, Taha Pasha, Jérémie Pasquier, Bruno Pastene, Fabian Patauner, Drashti Patel, Mohan Dass Pathmanathan, Luís Patrão, Patricia Patricio, Juliette Patrier, Laura Patrizi, 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, 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.
Medical Microbiology & Infectious Diseases
Source :
Scientific Data, Scientific Data, 2022, 9 (1), pp.454. ⟨10.1038/s41597-022-01534-9⟩, Scientific Data, 9:454. Nature Publishing Group, Scientific data, 9(1):454. Nature Publishing Group, Garcia-Gallo, E, Merson, L, Kennon, K, Kelly, S, Citarella, B W, Fryer, D V, Shrapnel, S, Lee, J, Duque, S, Fuentes, Y V, Balan, V, Smith, S, Wei, J, Gonçalves, B P, Russell, C D, Sigfrid, L, Dagens, A, Olliaro, P L, Baruch, J, Kartsonaki, C & Dunning, J & Rojek, A & Rashan, A & Beane, A & Murthy, S & Reyes, L F 2022, ' ISARIC-COVID-19 dataset : A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19 ', Scientific Data, vol. 9, no. 1, 454, pp. 454 . https://doi.org/10.1038/s41597-022-01534-9
Publication Year :
2022
Publisher :
NATURE PORTFOLIO, 2022.

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.<br />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).

Details

Language :
English
ISSN :
20524463
Database :
OpenAIRE
Journal :
Scientific Data, Scientific Data, 2022, 9 (1), pp.454. ⟨10.1038/s41597-022-01534-9⟩, Scientific Data, 9:454. Nature Publishing Group, Scientific data, 9(1):454. Nature Publishing Group, Garcia-Gallo, E, Merson, L, Kennon, K, Kelly, S, Citarella, B W, Fryer, D V, Shrapnel, S, Lee, J, Duque, S, Fuentes, Y V, Balan, V, Smith, S, Wei, J, Gonçalves, B P, Russell, C D, Sigfrid, L, Dagens, A, Olliaro, P L, Baruch, J, Kartsonaki, C & Dunning, J & Rojek, A & Rashan, A & Beane, A & Murthy, S & Reyes, L F 2022, ' ISARIC-COVID-19 dataset : A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19 ', Scientific Data, vol. 9, no. 1, 454, pp. 454 . https://doi.org/10.1038/s41597-022-01534-9
Accession number :
edsair.doi.dedup.....2231865295bf041848eb08b44fad16e2