13 research outputs found
Dual pathogenicity island transfer by piggybacking lateral transduction
- Author
- Publication venue
- Publication date
- 03/08/2023
- Field of study
Lateral transduction (LT) is the process by which temperate phages mobilize large sections of bacterial genomes. Despite its importance, LT has only been observed during prophage induction. Here, we report that superantigen-carrying staphylococcal pathogenicity islands (SaPIs) employ a related but more versatile and complex mechanism of gene transfer to drive chromosomal hypermobility while self-transferring with additional virulence genes from the host. We found that after phage infection or prophage induction, activated SaPIs form concatamers in the bacterial chromosome by switching between parallel genomic tracks in replication bubbles. This dynamic life cycle enables SaPIbov1 to piggyback its LT of staphylococcal pathogenicity island vSaα, which encodes an array of genes involved in host-pathogen interactions, allowing both islands to be mobilized intact and transferred in a single infective particle. Our findings highlight previously unknown roles of pathogenicity islands in bacterial virulence and show that their evolutionary impact extends beyond the genes they carry
Genome hypermobility by lateral transduction
- Author
- Publication venue
- 'American Association for the Advancement of Science (AAAS)'
- Publication date
- 12/10/2018
- Field of study
Genetic transduction is a major evolutionary force that underlies bacterial adaptation. Here we report that the temperate bacteriophages of Staphylococcus aureus engage in a distinct form of transduction we term lateral transduction. Staphylococcal prophages do not follow the previously described excision-replication-packaging pathway but instead excise late in their lytic program. Here, DNA packaging initiates in situ from integrated prophages, and large metameric spans including several hundred kilobases of the S. aureus genome are packaged in phage heads at very high frequency. In situ replication before DNA packaging creates multiple prophage genomes so that lateral-transducing particles form during normal phage maturation, transforming parts of the S. aureus chromosome into hypermobile regions of gene transfer
New genetic loci link adipose and insulin biology to body fat distribution.
- Author
- Aalto Ville
- Aasarød Knut
- Abecasis Goncalo R
- Abecasis Gonçalo
- Absher Devin
- Adair Linda S
- Adam Martin
- Adeyemo Adebowale
- Ahlqvist Emma
- Ahmadi Kourosh R
- Ahola Aila
- Ainali Chrysanthi
- Akylbekova Ermeg
- Ala-Korpela Mika
- Alavere Helen
- Albagha Omar M E
- Albrecht Eva
- Alen Markku
- Alexander Myriam
- Alhenc-Gelas François
- Alizadeh Behrooz Z
- Allison Matthew A
- Alonso Nerea
- Altshuler David
- Ambite Jose Luis
- Amin Najaf
- Amouyel Philippe
- An Ping
- Anderson Carl A
- Anderson Denise
- Anderson Garnet
- Andrews Jeanette S
- Antonella Mulas
- Antti Jula
- Aragaki Aaron K
- Arking Dan E
- Arnold Alice
- Arnold Alice M
- Arora Pankaj
- Arscott Gillian M
- Artigas Maria Soler
- Arveiler Dominique
- Asiki Gershim
- Aspelund Thor
- Assimes Themistocles L
- Atalay Mustafa
- Atkinson Elizabeth J
- Aulchenko Yurii
- Avery Christy
- Bain Stephen C
- Bakker Stephan J L
- Balcells Susana
- Balkau Beverley
- Ballantyne Christie M
- Balmforth Anthony J
- Bandinelli Stefania
- Barbalic Maja
- Barrett Amy
- Barroso Ines
- Barroso Inês
- Basart Hanneke
- Basart Hanneke V
- Bataille Veronique
- Baumert Jens
- Beckmann Jacques S
- Beekman Marian
- Been Latonya F
- Beilby John
- Beilby John P
- Bell Jordana T
- Bellis Claire
- Bennett Amanda J
- Bennett Franklyn
- Berenson Gerald S
- Bergman Richard N
- Bergmann Sven
- Berndt Sonja I
- Berne Christian
- Bidulescu Aurelian
- Bielak Lawrence F
- Bierut Laura J
- Biffar Reiner
- Bis Joshua C
- Blackburn Hannah
- Blangero John
- Blankenberg Stefan S
- Blüher Matthias
- Boban Mladen
- Bochud Murielle
- Boehm Bernhard O
- Boehnke Michael
- Boerwinkle Eric
- Boezen H Marike
- Bolton Jennifer L
- Bolton Judith A Hoffman
- Bonnet Fabrice
- Bonnycastle Lori L
- Boomsma Dorret I
- Borecki Ingrid
- Boright Andrew P
- Borja Judith B
- Bornstein Stefan R
- Boston Jonathan
- Bots Michiel L
- Bouatia-Naji Nabila
- Bouchard Claude
- Bovet Pascal
- Boyd Heather A
- Bragg-Gresham Jennifer L
- Brambilla Paolo
- Brand Eva
- Brand Stefan-Martin
- Brandi Maria Luisa
- Braund Peter S
- Brennan Eoin P
- Brismar Kerstin
- Brody Jennifer
- Broekmans Frank J
- Broer Linda
- Brown Matthew A
- Brown Morris J
- Brown-Gentry Kristin
- Bruinenberg Marcel
- Buchkovich Martin L
- Buckley Brendan M
- Buil Alfonso
- Bull Shelley B
- Burgdorf Christof
- Buring Julie E
- Burnett Mary S
- Burnier Michel
- Burri Andrea
- Burton Paul R
- Bush William S
- Busonero Fabio
- Buxbaum Sarah G
- Buyske Steve
- Buzkova Petra
- Byrne Enda M
- Böger Carsten A
- Böhringer Stefan
- Böttcher Yvonne
- Cambien Francois
- Campbell Harry
- Campbell Susan
- Carba Delia B
- Carlson Chris
- Carlson Olga D
- Carty Cara
- Casas Juan P
- Caspersen Ida H
- Castano-Betancourt Martha
- Cauchi Stéphane
- Cauley Jane A
- Caulfield Mark
- Cavalieri Margherita
- Cazier Jean-Baptiste
- Center Jacqueline R
- Cesana Giancarlo
- Chakravarti Aravinda
- Chambers John
- Chandak Giriraj R
- Chang Hsing-Yi
- Chang Yen-Pei C
- Chanock Stephen J
- Charchar Fadi J
- Chasman Dan
- Chaturvedi Nish
- Chen Constance
- Chen Han
- Chen Ida
- Chen Jin
- Chen Ming-Huei
- Chen Wei
- Chen Yii-Der Ida
- Cheng Iona
- Cheng Sulin
- Chines Peter S
- Cho Yoon Shin
- Choi Murim
- Chouraki Vincent
- Christiansen Claus
- Chu Audrey Y
- Cimponeriu Dan
- Ciullo Marina
- Clark Graeme R
- Clarke Robert
- Claudi-Boehm Simone
- Coassin Stefan
- Cochran Barbara
- Cole Shelley
- Colhoun Helen
- Colhoun Helen M
- Collins Francis S
- Collins Rory
- Connell John M
- Cooper Cyrus
- Cooper Jackie A
- Cooper Matthew N
- Cooper Richard S
- Coresh Josef
- Cornelis Marilyn C
- Corre Tanguy
- Corsi Anna Maria
- Couper David
- Cousminer Diana L
- Coviello Andrea D
- Cox David
- Crawford Dana
- Crisponi Laura
- Croteau-Chonka Damien C
- Cucca Francesco
- Cummings Steven R
- Cupples Adrienne L
- Cupples L Adrienne
- Curhan Gary
- d'Adamo Pio
- Dahgam Santosh
- Dailiana Zoe
- Danesh John
- Danoy Patrick
- Dastani Zari
- Davies Gail
- Daw E Warwick
- Day Felix R
- Day Ian N M
- de Andrade Mariza
- de Boer Ian H
- de Boer Rudolf A
- de Faire Ulf
- de Geus Eco J C
- Deary Ian J
- Dedoussis George
- Dedoussis George V
- Dedoussis George V Z
- Deelen Joris
- Deelman Ewa
- Dehghan Abbas
- Delgado Graciela
- Deloukas Panagiotis
- Deloukas Panos
- Demerath Ellen W
- Demirkan Ayse
- Demirkan Ayşe
- Den Hertog Heleen M
- Denniff Matthew
- Dennison Elaine M
- Dermitzakis Emmanouil T
- Deshmukh Harshal
- Deshmukh Harshal A
- Devuyst Olivier
- di Meglio Paola
- Diemert Patrick
- Dimas Antigone S
- Dimitriou Maria
- Ding Jingzhong
- Do Ron
- Dominiczak Anna F
- Doney Alex
- Dong Yanbin
- Donnelly Louise A
- Doumatey Ayo
- Dreisbach Albert W
- Drong Alexander W
- Duggan David
- Dumitrescu Logan
- Duncan Bruce B
- Duncan Emma L
- Dupuis Josee
- Dupuis Josée
- Durbin Richard
- Durda Peter
- Döring Angela
- Dörr Marcus
- Eastell Richard
- Easton Douglas F
- Ebrahim Shah
- Econs Michael J
- Edkins Sarah
- Egan Josephine
- Ehret Georg
- Eiriksdottir Gudny
- Eisman John A
- Eklund Niina
- El Mokhtari NourEddine
- Elks Cathy E
- Ellinghaus David
- Elliott Paul
- Elosua Roberto
- Emilsson Valur
- Endlich Karlhans
- Epstein Stephen E
- Erbel Raimund
- Erdmann Jeanette
- Erdos Michael R
- Eriksson Joel
- Eriksson Johan
- Eriksson Niclas
- Eriksson Per
- Ernst Florian
- Esko Tonu
- Esko Tõnu
- Esko Tönu
- Estrada Karol
- Eury Elodie
- Evangelou Evangelos
- Evans Alun
- Evans David M
- Eyheramendy Susana
- Eyjolfsson Gudmundur Ingi
- Fagerholm Emma
- Falhammar Henrik
- Fall Tove
- Farrall Martin
- Fauser Bart C J M
- Fava Cristiano
- Feenstra Bjarke
- Fehrmann Rudolf
- Feitosa Mary
- Feranil Alan B
- Ferrannini Ele
- Ferrario Marco M
- Ferreira Teresa
- Ferreli Liana
- Ferrières Jean
- Ferrucci Luigi
- Fischer Krista
- Florez Jose C
- Folkersen Lasse
- Folsom Aaron R
- Fontanillas Pierre
- Ford Ian
- Fornage Myriam
- Foroud Tatiana
- Forouhi Nita G
- Forrester Terrence
- Forsblom Carol
- Foster Meredith C
- Fowke Jay
- Fowkes F Gerald R
- Fowkes Gerard R
- Fox Caroline S
- Fox Ervin R
- Franceschini Nora
- Franco Oscar H
- Franco-Cereceda Anders
- Franke Andre
- Franke Lude
- Franks Paul W
- Frants Rune
- Fraser Ross M
- Frayling Timothy M
- Freedman Barry I
- Freimer Nelson B
- Freitag Daniel F
- Friedrich Nele
- Froguel Philippe
- Frost Morten
- Fuchsberger Christian
- Galan Pilar
- Ganesh Santhi K
- Ganna Andrea
- Gansevoort Ron T
- Gao Xiaoyi
- Garcia Melissa
- Garcia-Giralt Natàlia
- Garnaas Maija
- Gasparini Paolo
- Gauguier Dominique
- Gaunt Tom R
- Gautvik Kaare M
- Geller Frank
- Gharavi Ali G
- Giedraitis Vilmantas
- Gieger Christian
- Gierman Hinco J
- Gigante Bruna
- Gill Geoffrey V
- Giroux Sylvie
- Giulianini Franco
- Glass Daniel
- Glazer Nicole
- Glazer Nicole L
- Glenn Kim
- Glorioso Nicola
- Go Alan S
- Go Min Jin
- Godson Catherine
- Goel Anuj
- Goessling Wolfram
- Golay Alain
- Goldstein Benjamin A
- Goltzman David
- Gong Jian
- González-Macías Jesús
- Goodall Alison H
- Goodarzi Mark O
- Goodloe Robert
- Gordin Daniel
- Gordon Scott D
- Gorski Mathias
- Grabe Hans-Jörgen
- Graff Misa
- Grallert Harald
- Grammer Tanja B
- Gravito Martha L
- Greenwood Celia M T
- Grewal Jagvir
- Grimsby Jonna
- Grobbee Diederick E
- Groop Leif
- Groop Per-Henrik
- Gross Myron
- Groves Christopher J
- Grundberg Elin
- Grässler Jürgen
- Gräßler Jürgen
- Gu Harvest F
- Gu Tianwei
- Guarrera Simonetta
- Gudbjartsson Daniel F
- Gudnason Villi
- Gudnason Vilmundur
- Guiducci Candace
- Guo Qun
- Guo Xiuqing
- Gurdasani Deepti
- Gustafsson Stefan
- Gyllensten Ulf
- Gyllensten Ulf B
- Hadjadj Samy
- Hadley David
- Haessler Jeff
- Hager Jörg
- Haiman Christopher
- Haines Jonathan
- Hall Alistair S
- Hall Per
- Hallan Stein
- Haller Toomas
- Hallmans Goran
- Hallmans Göran
- Hamsten Anders
- Han Bok-Ghee
- Hankinson Susan E
- Hanson Robert L
- Hardy Rebecca
- Haritunians Talin
- Harjutsalo Valma
- Harris Tamara
- Hartikainen Anna-Liisa
- Hartman Catharina A
- Hass Merli
- Hassanali Neelam
- Hassinen Maija
- Hastie Nicholas D
- Hastie Nick
- Hattersley Andrew T
- Haun Margot
- Havulinna Aki S
- Hayward Caroline
- Hazen Stanley L
- He Bing
- He Chunyan
- Heard-Costa Nancy L
- Heath Andrew C
- Heath Simon
- Heckbert Susan R
- Hedblad Bo
- Hedman Åsa K
- Heid Iris M
- Heikkilä Kauko
- Heikkilä Outi
- Heiss Gerardo
- Heliövaara Markku
- Helmer Catherine
- Helmer Quinta
- Henders Anjali K
- Henderson Brian
- Hengstenberg Christian
- Henneman Peter
- Hercberg Serge
- Herder Christian
- Hernandez Dena
- Hernandez Dena G
- Herrera Lizbeth
- Herzig Karl-Heinz
- Hicks Andrew A
- Hietala Kustaa
- Higashio Julia
- Hillege Hans L
- Hilton Gina
- Hindorff Lucia
- Hingorani Aroon
- Hirschhorn Joel N
- Hivert Marie-France
- Ho Weang K
- Hocking Lynne J
- Hoffmann Wolfgang
- Hofman Albert
- Holliday Elizabeth G
- Holm Hilma
- Holmen Oddgeir
- Homuth Georg
- Hopewell Jemma C
- Horikoshi Momoko
- Hosseini Mohsen
- Hottenga Jouke-Jan
- Hovingh G Kees
- Howard Philip
- Hsiung Chao Agnes
- Hsu Yi-Hsiang
- Hu Frank B
- Huang Huateng
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- Hui Jennie
- Humphries Steve E
- Hundertmark Claudia
- Hung Yi-Jen
- Hunt Sarah E
- Hunt Steven C
- Hunter David J
- Husted Lise Bjerre
- Hveem Kristian
- Hwang Shih-Jen
- Hyppönen Elina
- Igl Wilmar
- Ikram M Arfan
- Illig Thomas
- Imboden Medea
- Ingelsson Erik
- Ingle Catherine
- Ingvarsson Thorvaldur
- Ioannidis John P A
- Iribarren Carlos
- Isaacs Aaron
- Isakova Tamara
- Islam Muhammad
- Ittermann Till
- Iwai Naoharu
- Jackson Anne U
- Jackson Rebecca
- Jacobs Gunnar
- Jafar Tazeen H
- James Alan L
- Jameson Karen A
- Jang Yangsoo
- Janipalli Charles S
- Jansen Hanneke
- Janssens A Cecile J W
- Jarvelin Marjo-Riitta
- Jeff Janina
- Jenny Nancy
- Johannsdottir Hrefna
- Johansen Berit
- Johansson Ingegerd
- Johansson Åsa
- Johnson Andrew
- Johnson Louise
- Johnson Paul C D
- Johnson Toby
- Jones Graeme
- Jones Michelle R
- Jousilahti Pekka
- Ju Sung Yun
- Jukema J Wouter
- Jula Antti
- Juliusdottir Thorhildur
- Justice Anne E
- Järvelin Marjo-Riitta
- Jöckel Karl-Heinz
- Kaakinen Marika
- Kahali Bratati
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- Kaleebu Pontiano
- Kammerer Candace M
- Kanaya Alka
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- Kanoni Stavroula
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- Kaplan Robert C
- Kaprio Jaakko
- Kaptoge Stephen K
- Kapur Karen A
- Karasik David
- Kardia Sharon L
- Karjalainen Juha
- Karlsson Magnus
- Karpe Fredrik
- Kastelein John J P
- Kathiresan Sekar
- Katsareli Efi
- Kedenko Lyudmyla
- Kee Frank
- Keildson Sarah
- Keinanen-Kiukaanniemi Sirkka M
- Keller Benjamin J
- Kemp John P
- Kennedy Stephen H
- Kessler Thorsten
- Kestenbaum Bryan
- Kesäniemi Antero
- Ketkar Shamika
- Kettunen Johannes
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- Khaw Kay-Tee
- Khusainova Rita
- Khusnutdinova Elza
- Kiel Douglas P
- Kiess Wieland
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- Kim Eric
- Kim Ghi Su
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- Kim Stuart K
- Kinnunen Leena
- Kinra Sanjay
- Kiryluk Krzysztof
- Kita Yoshikuni
- Kivimaki Mika
- Kizer Jorge R
- Klaric Irena Martinovic
- Kleber Marcus E
- Klopp Norman
- Kloppenburg Margreet
- Knowles David
- Knowles Joshua W
- Kocarnik Jonathan
- Koenig Wolfgang
- Koh Jung-Min
- Kolcic Ivana
- Koller Daniel L
- Kollerits Barbara
- Kollia Panagoula
- Kolonel Laurence
- Kolovou Genovefa
- Komulainen Pirjo
- Kong Augustine
- Kooner Ishminder K
- Kooner Jaspal
- Kooperberg Charles
- Koromila Theodora
- Koudstaal Peter J
- Kovacs Peter
- Kraft Peter
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- Kramer Holly
- Kratzer Wolfgang
- Krauss Ronald M
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- Kretzler Matthias
- Kristiansson Kati
- Kroemer Heyo K
- Kronenberg Florian
- Kruk Marcin
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- Kuh Diana
- Kulkarni Smita R
- Kuller Lew
- Kumar M J Kranthi
- Kumari Meena
- Kung Annie Wai Chee
- Kutalik Zoltan
- Kutalik Zoltán
- Kuulasmaa Kari
- Kuusisto Johanna
- Kuznetsova Tatiana
- Kwan Tony
- Kytö Janne
- Kyvik Kirsten O
- Kähönen Mika
- König Inke R
- Körner Antje
- Köttgen Anna
- Laakso Markku
- Laaksonen Marika
- Laaksonen Reijo
- Laan Maris
- LaCroix Andrea
- Lacroix Andrea Z
- Ladenvall Claes
- Ladouceur Martin
- Lagou Vasiliki
- Lahermo Päivi
- Lahti Jari
- Lai Sandra
- Laisk Triin
- Laitinen Jaana
- Lajer Maria
- Lakatta Edward G
- Lakka Timo A
- Lambert Ann
- Lamina Claudia
- Langdahl Bente Lomholt
- Langefeld Carl D
- Langenberg Claudia
- Langford Cordelia
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- Lathrop Mark
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- Launer Lenore
- Laven Joop S E
- Lawlor Debbie A
- Lawrence Robert W
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- Leander Karin
- Lecoeur Cecile
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- Lewis Joshua R
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- Lindström Jaana
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- Lyssenko Valeriya
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- Lyytikäinen Leo-Pekka
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- MacCluer Jean
- Macgregor Stuart
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- Maerz Winfried
- Maestroni Anna
- Maestroni Silvia
- Magnusson Patrik K E
- Mahajan Anubha
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- Mangino Massimo
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- Maouche Seraya
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- Marette André
- Marmot Michael G
- Marongiu Mara
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- Martin Nicholas G
- Marullo Letizia
- Masciullo Corrado
- Masi Laura
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- Matise Tara
- Mattace-Raso Francesco U S
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- Meduri Eshwar
- Meigs James B
- Meisinger Christa
- Meitinger Thomas
- Melander Olle
- Melbye Mads
- Mellström Dan
- Melzer David
- Mencej-Bedrac Simona
- Meneton Pierre
- Menni Cristina
- Merger Sigrun
- Meschia James F
- Metspalu Andres
- Metzger Marie
- Meulenbelt Ingrid
- Mihai Ioana
- Mihailov Evelin
- Miki Tetsuro
- Milaneschi Yuri
- Milani Lili
- Miljkovic Iva
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- Minelli Cosetta
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- Missmer Stacey A
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- Mitchell Paul
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- Monroe Kristine
- Montasser May E
- Montgomery Grant W
- Montgomery Stephen B
- Mooijaart Simon P
- Mooser Vincent
- Mora Samia
- Morken Mario A
- Morris Andrew D
- Morris Andrew P
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- Mosley Thomas H
- Mota Eugen
- Mota Maria
- Mulas Antonella
- Munroe Patricia
- Murabito Joanne M
- Murdock Deborah
- Murgia Federico
- Murray Anna
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- Musani Solomon
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- Mychaleckyj Josyf C
- Mägi Reedik
- Mäkinen Ville-Petteri
- Männistö Satu
- März Winfried
- Möhlenkamp Stefan
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- Müller Gabriele
- Müller Gabrielle
- Müller-Nurasyid Martina
- Nagaraja Ramaiah
- Najjar Samer
- Nalls Michael A
- Nandakumar Kannabiran
- Narisu Narisu
- Nato Andrew
- Nauck Matthias
- Navarro Pau
- Navis Gerjan
- Nelis Mari
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- Ness Andrew R
- Nestle Frank O
- Newman Anne B
- Newton-Cheh Christopher
- Nguyen Khanh-Dung Hoang
- Nguyen Tuan V
- Nica Alexandra C
- Nicholson Geoffrey C
- Nicholson George
- Nieminen Markku S
- Nieminen Tuomo V M
- Nikopensius Tiit
- Nikus Kjell
- Nilsson Peter
- Nisbet James
- Njølstad Inger
- Nogues Xavier
- Nolte Ilja M
- North Kari E
- Northstone Kate
- Nsubuga Rebecca N
- Ntzani Evangelia E
- Nuotio Marja-Liisa
- Nyberg Fredrik
- Nyholt Dale R
- Nöthlings Ute
- O'Connell Jeffrey R
- O'Donnell Chris
- O'Rahilly Stephen
- O'Reilly Paul
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- O'Seaghdha Conall M
- Obermayer-Pietsch Barbara
- Oei Ling
- Oetjens Matthew
- Ogihara Toshio
- Ohkubo Takayoshi
- Ohlsson Claes
- Okamura Tomonori
- Oksa Heikki
- Olafsson Isleifur
- Oldehinkel Albertine J
- Olden Matthias
- Olmos José M
- Olsson Christian
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- Ong Rick Twee-Hee
- Ongen Halit
- Onland-Moret N Charlotte
- Oostra Ben A
- Ordovas Jose M
- Org Elin
- Ormel Johan
- Orru Marco
- Ouwehand Willem H
- Painter Jodie N
- Palmas Walter
- Palmen Jutta
- Palmer Cameron
- Palmer Colin
- Palmer Lyle J
- Palmer Nicholette D
- Palotie Aarno
- Palsson Stefan Th
- Panduru Nicolae Mircea
- Pankow James
- Papamarkou Theodore
- Parish Sarah
- Park Jeong E
- Park Lani
- Parker Alex N
- Parkkonen Maija
- Parsa Afshin
- Parts Leopold
- Parving Hans-Henrik
- Paré Guillaume
- Pasko Dorota
- Pastinen Tomi
- Patel Millan S
- Paterson Andrew D
- Patsy Bruce
- Pattaro Cristian
- Paulweber Bernhard
- Peacock Munro
- Pechlivanis Sonali
- Peden John F
- Pedersen Nancy L
- Peeters Petra H M
- Peloso Gina M
- Peltonen Leena
- Pendergrass Sarah
- Pennell Craig E
- Penninx Brenda W
- Peralta Carmen A
- Perola Markus
- Perry John R B
- Pers Tune H
- Person Sharina
- Peters Annette
- Peters Marjolein J
- Peters Ulrike
- Petersen Ann-Kristin
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- Witteman Jacqueline C M
- Wojczynski Mary K
- Wolffenbuttel Bruce H R
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- Wong Tien Y
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- Wood Andy
- Workalemahu Tsegaselassie
- Wright Alan F
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- Wu Joseph M W
- Wu Ying
- Würtz Peter
- Xiao Su-Mei
- Yajnik Chittaranjan S
- Yang Jian
- Yang Qiong
- Yang Tsun-Po
- Yao Jie
- Yengo Loïc
- Yerges-Armstrong Laura M
- Young Alicia
- Young Elizabeth H
- Young J H
- Young Lauren
- Yuan Xin
- Zaboli Ghazal
- Zalloua Pierre A
- Zarrabeitia María T
- Zelenika Diana
- Zemunik Tatijana
- Zerbini Gianpaolo
- Zgaga Lina
- Zhai Guangju
- Zhang Feng
- Zhang Qunyuan
- Zhang Weihua
- Zhao Jing Hua
- Zhao Wei
- Zheng Hou-Feng
- Zheng Wei
- Zhou Yanhua
- Zhu Haidong
- Zhu Kun
- Zhu Xiaofeng
- Zhuang Wei V
- Zhuang Wei Vivian
- Ziegler Andreas
- Zillikens M Carola
- Zimmermann Martina E
- Zitting Paavo
- Zondervan Krina T
- Zukowska-Szczechowska Ewa
- Zygmunt Marek
- Ärnlöv Johan
- Österholm Anne-May
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2015
- Field of study
Body fat distribution is a heritable trait and a well-established predictor of adverse metabolic outcomes, independent of overall adiposity. To increase our understanding of the genetic basis of body fat distribution and its molecular links to cardiometabolic traits, here we conduct genome-wide association meta-analyses of traits related to waist and hip circumferences in up to 224,459 individuals. We identify 49 loci (33 new) associated with waist-to-hip ratio adjusted for body mass index (BMI), and an additional 19 loci newly associated with related waist and hip circumference measures (P < 5 × 10(-8)). In total, 20 of the 49 waist-to-hip ratio adjusted for BMI loci show significant sexual dimorphism, 19 of which display a stronger effect in women. The identified loci were enriched for genes expressed in adipose tissue and for putative regulatory elements in adipocytes. Pathway analyses implicated adipogenesis, angiogenesis, transcriptional regulation and insulin resistance as processes affecting fat distribution, providing insight into potential pathophysiological mechanisms
Genomic Dissection of Bipolar Disorder and Schizophrenia, Including 28 Subphenotypes
- Author
- Adolfsson Rolf
- Agartz Ingrid
- Agerbo Esben
- Akil Huda
- Albani Diego
- Albus Margot
- Alda Martin
- Alexander Madeline
- Alliey-Rodriguez Ney
- Als Thomas D
- Amin Farooq
- Andreassen Ole A
- Anjorin Adebayo
- Arranz Maria J
- Awasthi Swapnil
- Bacanu Silviu A
- Badner Judith A
- Baekvad-Hansen Marie
- Bakker Steven
- Band Gavin
- Barchas Jack D
- Barroso Ines
- Bass Nicholas
- Bauer Michael
- Baune Bernhard T
- Begemann Martin
- Bellenguez Celine
- Bellivier Frank
- Bender Stephan
- Bene Judit
- Bergen Sarah E
- Berrettini Wade H
- Bevilacqua Elizabeth
- Biernacka Joanna M
- Bigdeli Tim B
- Black Donald W
- Blackburn Hannah
- Blackwell Jenefer M
- Blackwood Douglas HR
- Boehnke Michael
- Boks Marco
- Boocock James
- Borglum Anders D
- Bramon Elvira
- Breen Gerome
- Brown Matthew A
- Bruggeman Richard
- Buccola Nancy G
- Buckner Randy L
- Budde Monika
- Bulik-Sullivan Brendan
- Bumpstead Suzannah J
- Bunney William
- Burmeister Margit
- Buxbaum Joseph D
- Bybjerg-Grauholm Jonas
- Byerley William
- Cahn Wiepke
- Cai Guiqing
- Cairns Murray J
- Campion Dominique
- Cantor Rita M
- Carr Vaughan J
- Carrera Noa
- Casas Juan P
- Casas Miquel
- Case-Control Wellcome Trust
- Catts Stanley V
- Cervantes Pablo
- Chambert Kimberley D
- Chan Raymond CK
- Charney Alexander W
- Chen Eric YH
- Chen Ronald YL
- Cheng Wei
- Cheung Eric FC
- Chong Siow Ann
- Cichon Sven
- Clarke Toni-Kim
- Cloninger C Robert
- Cohen David
- Cohen Nadine
- Coleman Jonathan RI
- Collier David A
- Consortium Psychiat Genomics
- Consortium Psychiat Genomics
- Cormican Paul
- Corvin Aiden
- Coryell William
- Craddock Nicholas
- Craig David W
- Crespo-Facorro Benedicto
- Crowley James J
- Cruceanu Cristiana
- Cuellar-Barboza Alfredo B
- Curtis David
- Czerski Piotr M
- Dale Anders M
- Daly Mark J
- Dannlowski Udo
- Darvasi Ariel
- Davidson Michael
- Davis Kenneth L
- de Haan Lieuwe
- de Leeuw Christiaan A
- Degenhardt Franziska
- Del Favero Jurgen
- DeLisi Lynn E
- Deloukas Panos
- Demontis Ditte
- DePaulo J Raymond
- Di Florio Arianna
- di Forti Marta
- Dikeos Dimitris
- Dinan Timothy
- Djurovic Srdjan
- Dobbyn Amanda L
- Domenici Enrico
- Donnelly Peter
- Donohoe Gary
- Drapeau Elodie
- Dronov Serge
- Duan Jubao
- Dudbridge Frank
- Duncanson Audrey
- Edenberg Howard
- Edkins Sarah
- Ehrenreich Hannelore
- Eichhammer Peter
- Elvsashagen Torbjorn
- Eriksson Johan
- Escott-Price Valentina
- Esko Tonu
- Essioux Laurent
- Etain Bruno
- Fan Chun Chieh
- Fanous Ayman H
- Farh Kai-How
- Farrell Martilias S
- Flickinger Matthew
- Foroud Tatiana M
- Forstner Andreas J
- Forty Liz
- Frank Josef
- Franke Lude
- Fraser Christine
- Freedman Robert
- Freeman Colin
- Freimer Nelson B
- Friedman Joseph I
- Fromer Menachem
- Frye Mark A
- Fullerton Janice M
- Gade Katrin
- Garnham Julie
- Gaspar Helena A
- Gejman Pablo V
- Genovese Giulio
- Georgieva Lyudmila
- Gershon Elliot S
- Giambartolomei Claudia
- Giannoulatou Eleni
- Giegling Ina
- Gill Michael
- Gillman Matthew
- Giusti-Rodriguez Paola
- Godard Stephanie
- Goes Fernando
- Goldstein Jacqueline I
- Gopal Srihari
- Gordon Scott D
- Gordon-Smith Katherine
- Gratten Jacob
- Gray Emma
- Green Elaine K
- Green Melissa J
- Greenwood Tiffany A
- Grigoroiu-Serbanescu Maria
- Grove Jakob
- Guan Weihua
- Gurling Hugh
- Gwilliam Rhian
- Hall Jeremy
- Hall Mei-Hua
- Hammer Christian
- Hammond Naomi
- Hamshere Marian L
- Hansen Christine Soholm
- Hansen Mark
- Hansen Thomas
- Haroutunian Vahram
- Hartmann Annette M
- Hauser Joanna
- Hautzinger Martin
- Heilbronner Urs
- Hellenthal Garrett
- Henskens Frans A
- Herms Stefan
- Hipolito Maria
- Hirschhorn Joel N
- Hoffmann Per
- Hollegaard Mads V
- Holmans Peter A
- Hougaard David M
- Huang Hailiang
- Huckins Laura
- Hultman Christina M
- Hunt Sarah E
- Ikeda Masashi
- Inter Psychosis Endophenotypes
- Iwata Nakao
- Iyegbe Conrad
- Jablensky Assen V
- Jamain Stephane
- Jankowski Janusz
- Jayakumar Alagurevathi
- Joa Inge
- Jones Ian
- Jones Lisa A
- Jonsson Erik G
- Jr Belliveau Richard A
- Jr Macek Milan
- Julia Antonio
- Jureus Anders
- Kahler Anna K
- Kahn Rene S
- Kalaydjieva Luba
- Kalman Janos L
- Kandaswamy Radhika
- Karachanak-Yankova Sena
- Karjalainen Juha
- Karlsson Robert
- Kavanagh David
- Keller Matthew C
- Kelly Brian J
- Kelsoe John
- Kendler Kenneth S
- Kennedy James L
- Keong Jimmy Lee Chee
- Khrunin Andrey
- Kim Yunjung
- Kirov George
- Kittel-Schneider Sarah
- Klovins Janis
- Knight Jo
- Knott Sarah V
- Knowles James A
- Kogevinas Manolis
- Konte Bettina
- Kravariti Eugenia
- Kucinskas Vaidutis
- Kucinskiene Zita Ausrele
- Kupka Ralph
- Kuzelova-Ptackova Hana
- Landen Mikael
- Langford Cordelia
- Laurent Claudine
- Lawrence Jacob
- Lawrie Stephen
- Lawson William B
- Leber Markus
- Leboyer Marion
- Lee Phil H
- Lee S Hong
- Legge Sophie E
- Lencz Todd
- Lerer Bernard
- Levinson Douglas F
- Levy Shawn E
- Lewis Cathryn M
- Li Jun Z
- Li Miaoxin
- Li Qingqin S
- Li Tao
- Liang Kung-Yee
- Liddle Jennifer
- Lieberman Jeffrey
- Limborska Svetlana
- Lin Kuang
- Linszen Don H
- Lissowska Jolanta
- Liu Chunyu
- Liu Jianjun
- Lonnqvist Jouko
- Loohuis Loes M Olde
- Loughland Carmel M
- Lubinski Jan
- Lucae Susanne
- MacIntyre Donald J
- Magnusson Patrik KE
- Maher Brion S
- Mahon Pamela B
- Maier Wolfgang
- Malhotra Anil K
- Mallet Jacques
- Malt Ulrik F
- Markus Hugh S
- Marsal Sara
- Martin Nicholas G
- Mata Ignacio
- Mathew Christopher G
- Mattheisen Manuel
- Mattingsdal Morten
- Mayoral Fermin
- McCann Owen T
- McCarley Robert W
- McCarroll Steven A
- McCarthy Mark I
- McDonald Colm
- McElroy Susan L
- McGuffin Peter
- McInnis Melvin G
- McIntosh Andrew M
- Mckay James D
- McMahon Francis J
- McQuillin Andrew
- Medeiros Helena
- Medland Sarah E
- Meier Sandra
- Meijer Carin J
- Melegh Bela
- Melle Ingrid
- Meng Fan
- Mesholam-Gately Raquelle I
- Metspalu Andres
- Michie Patricia T
- Milani Lili
- Milanova Vihra
- Mitch-Ell Philip B
- Mokrab Younes
- Montgomery Grant W
- Moran Jennifer L
- Morken Gunnar
- Morris Derek W
- Mors Ole
- Mortensen Preben B
- Mowry Bryan J
- Muhleisen Thomas W
- Muller-Myhsok Bertram
- Mullins Niamh
- Murphy Kieran C
- Murray Robin M
- Myers Richard M
- Myin-Germeys Inez
- Neale Benjamin M
- Nelis Mari
- Nenadic Igor
- Nertney Deborah A
- Nestadt Gerald
- Nicodemus Kristin K
- Nievergelt Caroline M
- Nikitina-Zake Liene
- Nimgaonkar Vishwajit
- Nisenbaum Laura
- Nordentoft Merete
- Nordin Annelie
- Nothen Markus M
- Nurnberger John I
- Nwulia Evaristus A
- O'Callaghan Eadbhard
- O'Donovan Claire
- O'Donovan Michael C
- O'Dushlaine Colm
- O'Neill F Anthony
- Oedegaard Ketil J
- Oh Sang-Yun
- Olincy Ann
- Olsen Line
- Ophoff Roel A
- Ori Anil PS
- Oruc Lilijana
- Owen Michael J
- Paciga Sara A
- Palmer Colin NA
- Palotie Aarno
- Pantelis Christos
- Papadimitriou George N
- Papiol Sergi
- Parkhomenko Elena
- Parra Jose Guzman
- Pato Carlos
- Pato Michele T
- Paunio Tiina
- Pavlides Jennifer M Whitehead
- Pearson Richard
- Pedersen Carsten Bocker
- Pedersen Marianne Giortz
- Perkins Diana O
- Perlis Roy H
- Perry Amy
- Pers Tune H
- Petryshen Tracey L
- Pfennig Andrea
- Picchioni Marco
- Pietilainen Olli
- Pimm Jonathan
- Pirinen Matti
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- Posthuma Danielle
- Potash James B
- Potter Simon C
- Powell John
- Price Alkes
- Pulver Ann E
- Purcell Shaun M
- Quested Digby
- Ramos-Quiroga Josep Antoni
- Rasmussen Henrik B
- Rautanen Anna
- Ravindrarajah Radhi
- Regeer Eline J
- Reichenberg Abraham
- Reif Andreas
- Reimers Mark A
- Ribases Marta
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- Richards Alexander L
- Ricketts Michelle
- Rietschel Marcella
- Riley Brien P
- Ripke Stephan
- Rivas Fabio
- Rivera Margarita
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- Rouleau Guy A
- Roussos Panos
- Ruderfer Douglas M
- Rujescu Dan
- Salomaa Veikko
- Sanchez-Mora Cristina
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- Schatzberg Alan F
- Scheftner William A
- Schofield Peter R
- Schork Nicholas J
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- Schwab Sibylle G
- Scolnick Edward M
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- Smeland Olav B
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- Soderman Erik
- Spencer Chris CA
- Spijker Anne T
- St Clair David
- Stahl Eli A
- Stefansson Hreinn
- Stefansson Kari
- Steinberg Stacy
- Stogmann Elisabeth
- Stordal Eystein
- Strange Amy
- Straub Richard E
- Strauss John S
- Streit Fabian
- Strengman Eric
- Strohmaier Jana
- Stroup T Scott
- Su Zhan
- Subramaniam Mythily
- Sullivan Patrick F
- Suvisaari Jaana
- Svrakic Dragan M
- Szatkiewicz Jin P
- Szelinger Szabolcs
- Tashakkori-Ghanbaria Avazeh
- Thirumalai Srinivas
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- Thorgeirsson Thorgeir E
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- Trubetskoy Vassily
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- Vedder Helmut
- Vieta Eduard
- Vincent John
- Visscher Peter M
- Viswanathan Ananth C
- Vukcevic Damjan
- Waddington John
- Waller Matthew
- Walsh Dermot
- Walshe Muriel
- Walters James TR
- Wang Dai
- Wang Qiang
- Wang Weiqing
- Wang Yunpeng
- Watson Stanley J
- Webb Brad-Ley T
- Weickert Cynthia Shannon
- Weickert Thomas W
- Weinberger Daniel R
- Weisbrod Matthias
- Weiser Mark
- Werge Thomas
- Weston Paul
- Whittaker Pamela
- Widaa Sara
- Wiersma Durk
- Wildenauer Dieter B
- Williams Nigel M
- Williams Stephanie
- Witt Stephanie H
- Wolen Aaron R
- Wong Emily HM
- Wood Nicholas W
- Wormley Brandon K
- Wray Naomi R
- Wu Jing Qin
- Xi Simon
- Xu Wei
- Young Allan H
- Zai Clement C
- Zandi Peter
- Zhang Peng
- Zheng Xuebin
- Zimprich Fritz
- Zollner Sebastian
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2018
- Field of study
publisher: Elsevier articletitle: Genomic Dissection of Bipolar Disorder and Schizophrenia, Including 28 Subphenotypes journaltitle: Cell articlelink: https://doi.org/10.1016/j.cell.2018.05.046 content_type: article copyright: © 2018 Elsevier Inc
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Aasiyah Rashan
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agamemnon Bakakos
- Agn??s Meybeck
- Agn??s Sommet
- Agnieszka Oldakowska
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J. Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Ali Rehan
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M. Meynert
- Alistair Nichol
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- AM Udara Lakshan Attanyake
- Am??lie Valran
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Lester-Grant
- Amy Stone
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Tveita
- Andr?? Cabie
- Andr?? Dias
- Andr?? Roberto
- Andr??s Orquera
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Hershey
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-H??l??ne Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B. Docherty
- Annmarie O'Callaghan
- Ansley Hamer
- Ant??nio Mesquita
- Anthony Gordon
- Anthony L. Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
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- Antoni Torres
- Antonia Ho
- Antonio Arcadipane
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- Antonio Loforte
- Antonio Pesenti
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez
- Arabella Fahy
- Ardiyan Apriyana
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- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Ars??ne Kpangon
- Arsalan Rahutullah
- Arshad Taqi
- Arthur Garan
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- Asad Usman
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- Aur??lie Wiedemann
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- Axelle Braconnier
- Azlan Mat Soom
- Azrina Ralib
- B. P. Sanka Ruwan Sri Darshana
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- Budha Charan Singh
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- Sandrine Couffin-Cadiergues
- Sanjay Lakhey
- Sanne Wesselius
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- Sarah E. McDonald
- Sarah Isgett
- Sarah MacDonald
- Sarah Moore
- Sarah Redl
- Sarah Stabler
- Sarah Syahrin
- Sarah Tubiana
- Saye Khoo
- Scott Pharand
- Se??n Keating
- Seamus Daly
- Sean Donohue
- Sebastian Vencken
- Sebastiano Maria Colombo
- Segol??ne Greffe
- Senthilkumar Alegesan
- Sergio Poli
- Shahdattul Mawarni Taib
- Shaikh Sharjeel
- Shakeel Ahmed
- Shaminee Veeran
- Sharma Keshav
- Shaun Thompson
- Shaunagh Browne
- Sheeba Hakak
- Sheharyar Ashraf
- Sheila C??rcel
- Sherry McDermott
- Sheryl Ann Abdukahil
- Shingo Adachi
- Shinichiro Ohshimo
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C. Moore
- Sia Loong Tonnii
- Silvia Casta??eda
- Silvia Lourenco
- Sim Choon Ean
- Sim??o Rodeia
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simone Piva
- Simreen Kaur Johal
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- Siobhan Egan
- Siri Goepel
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- Siti Zubaidah Othman
- Sivanesen Anthonidass
- Smaragdi Kalomoiri
- Sobia Masood
- Sobia Masood
- Sof??a Contreras
- Sofia Cardoso
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- Sophie Halpin
- Sophie Mahy
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- Sophie Yacoub
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- St??phane Jaureguiberry
- St??phane Lasry
- St??phane Sallaberry
- St??phanie Cousse
- St??phanie Fry
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Rousset
- Stephan Schroll
- Stephanie Nonas
- Stephanie Roberts
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen Brett
- Stephen Knight
- Steven Anthony Webb
- Steven van Lelyveld
- Stijn Van de Velde
- Stuart Houltham
- Su Hwan Lee
- Subbarao Elapavaluru
- Subhash Acharya
- Sudhir Krishnan
- Sue Smith
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
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- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
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- Suzanne Bennett
- Suzette Willems
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- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- T. Eoin West
- T??nia Sequeira
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Takuya Shiga
- Tala Al-dabbous
- Tamara Seitz
- Tan Pei Wen
- Tanvir Alam
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Tessa Broadley
- Th??o Treoux
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timo Tolppa
- Ting Soo Chow
- Tiphaine Goulenok
- Tjard Schermer
- Todd C. Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- V??ctor Quir??s Gonz??lez
- V??ronique Lemee
- Vadim Tieroshyn
- Val??rie Gaborieau
- Val??rie Garrait
- Val??rie Gissot
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- van der Palen Job
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S. Barclay
- William A. Paxton
- William Dechert
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Xavier Duval
- Xavier S??nchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zubair Umer
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2021
- Field of study
International audienc
At-admission prediction of mortality and pulmonary embolism in an international cohort of hospitalised patients with COVID-19 using statistical and machine learning methods
- Author
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Abrous Amal
- Absil Lara
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adriano Enrico
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Aiello Marina
- Ainscough Kate
- Airlangga Eka
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- 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
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves João
- Alves João Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart Séverine
- Anthonidass Sivanesen
- Antonelli Massimo
- 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
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asaki Motohiro
- Asensio Angel
- Ashley Elizabeth A.
- Ashraf Muhammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atique Anika
- Attanyake AM Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Baird J Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Bartoli Marie
- Baruch Joaquín
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Bee Ker Hong
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- 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
- Berge Marcel van den
- Bergeaud Delphine
- Bergin Hazel
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Betz Adam
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bidin Farah Nadiah
- Bihan Clément Le
- Bisoffi Zeno
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-Hélène
- Bolaños Isabela
- 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
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O
- Bris Cyril Le
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Buchtele Nina
- Bugaeva Polina
- Buisson Marielle
- Buonsenso Danilo
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Caminiti Caterina
- Camões João
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- 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
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Cárcel Sheila
- Ceccato Adrian
- Cely Lina Morales
- Cerkovnik Shelby
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chaleunphon Bounthavy
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Chatterjee Allegra
- Chau Nguyen Van Vinh
- Chen Anjellica
- Chenard Léo
- Cheng Matthew Pellan
- Cheret Antoine
- Chetta Alfredo Antonio
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chirouze Catherine
- Chiumello Davide
- Cho Hwa Jin
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chommanam Danoy
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chow Yock Ping
- Christy Nathaniel
- Chua Hiu Jian
- Chua Jonathan
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
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- Dankwa Emmanuelle A
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa Guimarães
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- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M
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- Kitamura Nobuya
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- Knight Stephen R
- Kobbe Robin
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- Komatsu Mamoru
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- Laffey John G.
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- Lagrange Marie
- Laine Fabrice
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- Leeming Gary
- Lefebvre Bénédicte
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- Lopez-Revilla Jose W.
- Lordemann Anja Grosse
- Loschner Anthony L.
- Loubet Paul
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- null null
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- Payen Jean-François
- Peake Sandra L
- Peariasamy Kalaiarasu
- Peariasamy Kalaiarasu M.
- Peek Giles J.
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- Postma Douwe F.
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- Prinssen Anton
- Pritchard Mark G.
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- Rishu Asgar
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- 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
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- Usman Asad
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- Uyeki Timothy M.
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- Vonkeman Harald
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- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Webb Steve
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Werf Sylvie Van Der
- Wesselius Sanne
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- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik Cécile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yiaye Touxiong
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zabert Gustavo E
- 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
- Publication venue
- Publication date
- 16/07/2024
- Field of study
By September 2022, more than 600 million cases of SARS-CoV-2 infection have been reported globally, resulting in over 6.5 million deaths. COVID-19 mortality risk estimators are often, however, developed with small unrepresentative samples and with methodological limitations. It is highly important to develop predictive tools for pulmonary embolism (PE) in COVID-19 patients as one of the most severe preventable complications of COVID-19. Early recognition can help provide life-saving targeted anti-coagulation therapy right at admission. Using a dataset of more than 800,000 COVID-19 patients from an international cohort, we propose a cost-sensitive gradient-boosted machine learning model that predicts occurrence of PE and death at admission. Logistic regression, Cox proportional hazards models, and Shapley values were used to identify key predictors for PE and death. Our prediction model had a test AUROC of 75.9% and 74.2%, and sensitivities of 67.5% and 72.7% for PE and all-cause mortality respectively on a highly diverse and held-out test set. The PE prediction model was also evaluated on patients in UK and Spain separately with test results of 74.5% AUROC, 63.5% sensitivity and 78.9% AUROC, 95.7% sensitivity. Age, sex, region of admission, comorbidities (chronic cardiac and pulmonary disease, dementia, diabetes, hypertension, cancer, obesity, smoking), and symptoms (any, confusion, chest pain, fatigue, headache, fever, muscle or joint pain, shortness of breath) were the most important clinical predictors at admission. Age, overall presence of symptoms, shortness of breath, and hypertension were found to be key predictors for PE using our extreme gradient boosted model. This analysis based on the, until now, largest global dataset for this set of problems can inform hospital prioritisation policy and guide long term clinical research and decision-making for COVID-19 patients globally. Our machine learning model developed from an international cohort can serve to better regulate hospital risk prioritisation of at-risk patients
The value of open-source clinical science in pandemic response: lessons from ISARIC
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Absil Lara
- Acharya Subhash
- Acker Andrew
- Adachi Shingo
- Adam Elisabeth
- Adrião Diana
- Ageel Saleh Al
- Ahmed Shakeel
- Ain Quratul
- Ainscough Kate
- Aisa Tharwat
- Ait Hssain Ali
- Ait Tamlihat Younes
- Akimoto Takako
- Akmal Ernita
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alam Tanvir
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre K. vin
- Alfoudri Huda
- Ali Shah Naseem
- Ali Imran
- 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 S. verine
- Anthonidass Sivanesen
- Antonelli Massimo
- Antunes de Brito Carlos Alexandre
- Anwar Kazi Rubayet
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arali Rajeshwari
- 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
- Ashraf Sheharyar
- Asim Mohammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Azemar Laurène
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- 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
- Bastos Diego
- Battaglini Denise
- Bauer Jules
- Bautista Rincon Diego Fernando
- Bazan Dow Denisse
- Bedossa Alexandra
- Bee Ker Hong
- Behilill Sylvie
- 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
- Bernal Sobrino José Luis
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Betz Adam
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianchi Isabella
- Bianco Claudia
- Bidin Farah Nadiah
- Bikram Singh Moirangthem
- Bin Humaid Felwa
- Bin Kamarudin Mohd Nazlin
- Bissuel François
- Biston Patrick
- Bitker Laurent
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaarts Alice
- Bogaert Debby
- Boivin Anne-H. lène
- Bolze Pierre-Adrien
- Bompart François
- Bonfasius Aurelius
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller K. vin
- Bouillet Laurence
- Bouisse Camile
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- Bourke John
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- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Brack Matthew
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
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- Brickell Kathy
- Broadley Tessa
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Brás Monteiro Filipa
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Caceres Eder
- Cadoz Cyril
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Cam João
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caraux-Paz Pauline
- Cardellino Chiara Simona
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carpenter Chloe
- Carqueja Inês
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Carton Ed
- Casanova Maire-Laure
- Cascão Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- 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
- Chantalat Auger Christelle
- Chapplain Jean-Marc
- Chas Julie
- Chaudary Mobin
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheret Antoine
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chin-Tho Leong
- Chirouze Catherine
- Chiumello Davide
- Cho Hwa Jin
- Cho Sung-Min
- Cholley Bernard
- Chopin Marie-Charlotte
- Chow Ting Soo
- Chow Yock Ping
- Chua Hiu Jian
- Chua Jonathan
- Chávez Iñiguez Jonathan Samuel
- Cidade Jose Pedro
- Cisneros Herreros José Miguel
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Claure del Granado Rolando
- Clohisey Sara
- Cobb J. Perren
- Coca Necsoi
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connolly Jennifer
- Connor Marie
- Conrad Anne
- Contreras Sofía
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cormican Sarah
- 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
- Crepy D'Orleans Charles
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Berm Juan Luis
- Cruz Rojo Jaime
- Cruz Claudina
- Csete Marc
- Cucino Alberto
- Cullen Ailbhe
- Cullen Caroline
- Cummings Matthew
- Curley Gerard
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- Cárcel Sheila
- D'Amico Federico
- D'Aragon Frédérick
- D'Ortenzio Eric
- da Silva Filipe Ana
- da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- 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
- de Piero Maria
- de Pinho Oliveira Ana Isabel
- de Rosa Rosanna
- 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
- Desvallée Mathilde
- Dewayanti Santi
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier K. vin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet J. rôme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Dixit Devika
- Djossou F. lix
- Docherty Annemarie B.
- Doherty Helen
- Dondorp Arjen M.
- Dong Andy
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Ciara
- Doran Peter
- Dorival C. line
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
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- Downey Joanne
- Downing Mark
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- Dryden Murray
- Duarte Fonseca Claudio
- Dubee Vincent
- Dubos François
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
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- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham III Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Echeverria-Villalobos Marco
- Egan Siobhan
- Eira Carla
- el Sanharawi Mohammed
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
- Elyazar Iqbal
- Enderle Isabelle
- Endo Tomoyuki
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
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- Esperatti Mariano
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- Fabre Marc
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- Fakar Zul
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- Farrar Jeremy J.
- Farshait Nataly
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- Ferreira Benigno
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- Figueiredo-Mello Claudia
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- Fraher Dr Marianne
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- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- Freitas Ribeiro Ana
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- Grable Margarite
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- Greene Courtney
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- Groenendijk Albert
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- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Wan Muhd Shukeri Wan Fadzlina
- Wang Chih-Hsien
- Webb Steven Anthony
- 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
- Wing Yiu Ng
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yee Liang Hing Nicholas
- Yelnik C. cile
- Yeoh Chian Hui
- Yerkovich Stephanie
- 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
- Publication venue
- 'Elsevier BV'
- Publication date
- 01/12/2021
- Field of study
ISARIC-COVID-19 dataset: A Prospective, Standardized, Global Dataset of Patients Hospitalized with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasiyah Rashan 9
- Aasmine Kaur
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abi Beane 10
- Abid Khatak
- Abigail Beane
- Adam Ali
- Adam Betz
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Aidan Burrell
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Cucino
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Martinelli
- Alessandra Notari
- Alex Browne
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alfredo Antonio Chetta
- Ali Abbas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Alistair Nichol
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amanda Rojek
- Amanda Rojek 5
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Aroca
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Luiza Valle
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anais Rampello
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Dias
- Andrea Kelly
- Andrea Rossanese
- Andrea Ticinesi
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Dagens 5
- Andrew Hershey
- Andrew Law
- Andrew Letizia
- Andrew Udy
- Andrey A Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andrés Orquera
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arne Søraas
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Audrey Dubot-Pérès
- Aurelius Bonfasius
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
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- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Barbara Wanjiru Citarella 5
- Basanta Gauli
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- Bato Hammarström
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim Beltrão
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- Benoît Roze
- Benoît Thill
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Bountoy Sibounheuang
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bronner P Gonçalves
- Bronner P Gonçalves 5
- Bruno Levy
- Bruno Lina
- Bruno Pastene
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- Bryan Whelan
- Budha Charan Singh
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- Catherine Blier
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- Christiana Kartsonaki 5
- Christl A Donnelly
- Christophe Fraser
- Christophe Rapp
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- Christy Kay
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- Claire Foley
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- Clara Flateau
- Clara Mouton Perrot
- Clare Jackson
- Clarice Tanaka
- Clark D Russell
- Clark D Russell 8
- Clark Owyang
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- Clotilde Allavena
- Clément Le Bihan
- Coca Necsoi
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Coline Jaud-Fischer
- Colleen Curran
- Conar O'Neil
- Coralie Khan
- Coralie Tardivon
- Corine Delsing
- Corinne Daniel
- Cornelius Rau
- Courtney Greene
- Craig French
- Cristina De Rose
- Cristinava Vajdovics
- Cynthia Alegre
- Cynthia Braga
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- Cyril Le Bris
- Cécile Goujard
- Cécile Mear-Passard
- Cécile Tromeur
- Cécile Yelnik
- Cédric Joseph
- Cédric Laouénan
- Céline Dorival
- Céline Ficko
- Céline Michelanglei
- César Vieira
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Marino
- Daniel Mathieu
- Daniel Munblit
- Daniel Perez
- Daniel Vidali Fryer 6
- Daniela Guerreiro
- Danielle Jaafar
- Danilo Buonsenso
- Danoy Chommanam
- Darakhshan Kanwal
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- Darren Dahly
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- Dave Nagpal
- David Bellemare
- David Dean
- David L Robertson
- David Maslove
- David Molina
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- David S Y Ong
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- David Zucman
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- Dawn Higgins
- Debby Bogaert
- Decy Subekti
- Deepak Vijayan
- Deepali Kumar
- Deepashankari Suppiah
- Dehbia Benkerrou
- Deirdre Flynn
- Delphine Bachelet
- Delphine Bergeaud
- Delphine Lariviere
- Demetrios Kutsogiannis
- Denis Butnaru
- Denis Garot
- Denis Malvy
- Denisa Khoo
- Denise Battaglini
- Denise Foster
- Denise Jaworsky
- Denise Richardson
- Denisse Bazan Dow
- Derbrenn OConnor
- Desy Rusmawatiningtyas
- Detlef Kindgen-Milles
- Dewi Guellec
- Diana Adrião
- Diana Póvoas
- Diane Descamps
- Diane Ponscarme
- Didier Laureillard
- Diego Bastos Porto
- Diego de Mendoza
- Diego Fernando Bautista Rincon
- Diego Franch-Llasat
- Diego Rolando Morocho Tutillo
- Dimitra Melia Myrodia
- Dinesh Kuriakose
- Diogo Borges
- Diogo Lopes
- Diptesh Aryal
- Djura Piersma
- Domenico Luca Grieco
- Dominic So
- Dominique Deplanque
- Dominique Luton
- Dori-Ann Martin
- Dorothea Rosenberger
- Dorothy Breen
- Dounia Bouhmani
- Douwe F Postma
- Dr Rajesh Mohan Shetty
- Drashti Patel
- Dubravka Supic
- Duc Nguyen
- Duong Bich Thuy
- Dwi Utomo Nusantara
- Dyah Kanyawati
- Dzawani Muhamad
- Ebenezer Rabindrarajan
- Edel Meaney
- Eder Caceres
- Edmund Manning
- Edouard Soum
- Edward Wilson Grandin
- Edwin Fernando Paredes Oña
- Efstathia Mihelis
- Eglantine Ferrand Devouge
- Egle Saviciute
- Eibhilin Higgins
- Eka Airlangga
- Eka Yudha Lantang
- Elaine Conway
- Elaine Gilroy
- Elaine McPartlan
- Elena Gallego Curto
- Elena Molinos
- Elena Ranza
- Elias Iosifidis
- Elisa Demonchy
- Elisabeth Adam
- Elisabeth Botelho-Nevers
- Elisabetta Spinuzza
- Elise Artaud-Macari
- Elizabeth Ashley
- Ellen Shadowitz
- Elodie Curlier
- Elsa Nyamankolly
- Else Quist-Paulsen
- Ema Leal
- Eman Al Qasim
- Emanuele Durante-Mangoni
- Emily Martin
- Emily Neumann
- Emily Somers
- Emma C Thomson
- Emma Clarke
- Emma Costigan
- Emmanuel Roilides
- Emmanuelle A Dankwa
- Emmanuelle Denis
- Emmanuelle Mercier
- Enrico Adriano
- Eric D'Ortenzio
- Eric Delaveuve
- Eric Gnall
- Eric Oziol
- Eric Senneville
- Erica Bak
- Erlina Burhan
- Erni Nelwan
- Ernita Akmal
- Erwan Fourn
- Erwan L'Her
- Esteban Garcia-Gallo
- Esteban Garcia-Gallo 1
- Ethan Kurtzman
- Etienne De Montmollin
- Eva Geraud
- Eva Miranda Marwali
- Eva Stolz
- Eve Defous
- Evelyne Kestelyn
- Evert-Jan Wils
- Ewa Talarek
- Ewen M Harrison
- Eyrun Floerecke Kjetland Kjetland
- Eyvind W Axelsen
- Fabian Patauner
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- Fabio S Taccone
- Fabrice Laine
- Fakhir Haidri
- Fanny Vuotto
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- Farah Nadia Mohd-Hanafiah
- Farah Nadiah Bidin
- Federica Fogliazza
- Federica Garofalo
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- Felwa Bin Humaid
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- Fernando Maltez
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- Ferruccio Mele
- Filipa Brás Monteiro
- Filipa Cardoso
- Filipa Sequeira
- Filipe Cardoso
- Filomena Boccia
- Fiona Griffiths
- Fionnuala O Brien
- Firouzé Bani-Sadr
- Florence Jego
- Florent Peelman
- Florentia Kaguelidou
- Flávio Marino
- France Mentré
- Francesca Carlacci
- Francesco Rausa
- Francisco Arancibia
- Frank Bloos
- Frank Manetta
- Frank Olav Pettersen
- François Angoulvant
- François Bissuel
- François Bompart
- François Dubos
- François Goehringer
- François Lamontagne
- François Lellouche
- François Martin Carrier
- François Téoulé
- François-Xavier Catherine
- François-Xavier Ferrand
- François-Xavier Lescure
- Fredrik Müller
- Frédérick D'Aragon
- Félix Djossou
- G Argin
- Gabriel Macheda
- Gabriel Suen
- Gabriele Sales
- Gabrielle Ragazzo
- Gail Carson
- Galyna Kutsyna
- Gamage Dona Dilanthi Priyadarshani
- Gan Ee Xian
- Ganesh Kumar
- Gary Leeming
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- Gayatri Vishwanathan
- Gayle Carney
- Gennaro Martucci
- Geoffrey Liegeon
- Georges Le Falher
- Georgios Pollakis
- Ger Curley
- Geraldine Goco
- Gerard Curley
- Gezy Giwangkancana
- Ghulam Rasheed
- Giacomo Grasselli
- Gianluigi Li Bassi
- Giles J Peek
- Gilles Peytavin
- Gillian de Loughry
- Giorgia Montrucchio
- Giorgio Economopoulos
- Giovanna Occhipinti
- Giovanna Panarello
- Giri Shan Rajahram
- Gitte Van Twillert
- Giulia Bertoli
- Giuliano Michelagnoli
- Giulio Giovanni Cavalli
- Giuseppe Foti
- Giuseppe Maglietta
- Gloria Crowl
- Graham S Cooke
- Grazielle Viana Ramos
- Gregory Purcell
- Gretchen Lemmink
- Gry Kloumann Bekken
- Grégory Corvaisier
- Gugapriyaa Muyandy
- Guillame Louis
- Guillaume Lingas
- Guillaume Martin-Blondel
- Guillermo Giordano
- Guillermo Maestro de la Calle
- Guylaine Castor-Alexandre
- Gwenaël Le Moal
- Gwenhaël Colin
- Gyan Sandhu
- Ha Sha Lene
- Haider Hirkani
- Haixia Shi
- Hajnal-Gabriela Illes
- Hanan Fateena
- Hanna Jung
- Hanna Renk
- Hannah Habraken
- Hannah Keane
- Hannah Visser
- Hans Martin Bosse
- Harald Vonkeman
- Harrison Kihuga
- Hashmi Madiha
- Hassan Tawfik
- Hayato Taniguchi
- Hayley Hardwick
- Hazel Bergin
- Heidi Ammerlaan
- Heidi Dalton
- Heidi Gruner
- Helen Doherty
- Helen Tuite
- Helena Barrasa
- Hem Paneru
- Heng Gee Lee
- Henk Vanoverschelde
- Henrique Mateus Fernandes
- Henry Castrillón
- Hernando Torres-Zevallos
- Hervé Le Nagard
- Hiba Abu Zayyad
- Hiba Zayyad
- Hikombo Hitoto
- Himasha Muvindi
- Himed Musaab
- Hiroaki Hiraiwa
- Hiroaki Shimizu
- Hiroyuki Tanaka
- Hiu Jian Chua
- Hodane Yonis
- Hoi Ping Shum
- Holger Neb
- Hon Shen Png
- Hongru Ren
- Hubert Tessier-Grenier
- Huda Alfoudri
- Huda Taqdees
- Hugo Inácio
- Hugo Miranda-Maldonado
- Hugo Mouquet
- Hugues Aumaitre
- Hugues Cordel
- Husna Begum
- Huynh Trung Trieu
- Hwa Jin Cho
- Hélène Esperou
- Hélène Salvator
- Iam Claire E Sarmiento
- Ida Carroll
- Ignacio Martin-Loeches
- Ikram Houas
- Ilaria Valzano
- Ilka Engelmann
- Ilonka van Veen
- Imran Ali
- Imrana Khalid
- Indrek Rätsep
- Ingrid G Bustos
- Inês Carqueja
- Ioana Grigoras
- Ioannis Trontzas
- Ioannis Xynogalas
- Ionna Deligiannis
- Iqbal Elyazar
- Iqbal Hussain
- Irene Aragao
- Irfan Khan
- Isabel Ferreira
- Isabela Saba
- Isabella Bianchi
- Isabelle Delacroix
- Isabelle Enderle
- Isabelle Fabre
- Isabelle Gorenne
- Isabelle Hoffmann
- Isabelle Michelet
- Isabelle Pironneau
- ISARIC Clinical Characterization Group
- Ithan D Peltan
- Ivo Castro
- J Kenneth Baillie
- J Kevin Baird
- Jack Song Chia
- Jacky Y Suen
- Jacob Magara
- Jacobien Ellerbroek
- Jade Ghosn
- Jae Burm Kim
- Jaganathan Selvanayagam
- Jai Madhok
- Jaime Cruz Rojo
- Jaime Hernandez-Montfort
- Jake Dunning
- Jake Dunning 5
- Jamel Ortoleva
- James Joshua Douglas
- James Lee
- James Lee 5
- James Scott-Brown
- James Vickers
- Jan Cato Holter
- Jan Heerman
- Jan-Erik Berdal
- Jananee Thirumanickam
- Jane Ngure
- Janet Harrison
- Janet Liang
- Janet T Scott
- Jaques Sztajnbok
- Jarne Van Hattem
- Jason Bouziotis
- Javier Maynar
- Javier Osatnik
- Jawad Hameed
- Jean Baptiste Assie
- Jean Christophe Lucet
- Jean Foley
- Jean-Benoît Arlet
- Jean-Charles Gagnard
- Jean-Charles Preiser
- Jean-Christophe Goffard
- Jean-Daniel Lelievre
- Jean-François Payen
- Jean-François Timsit
- Jean-Luc Diehl
- Jean-Marc Chapplain
- Jean-Marie Turmel
- Jean-Sébastien Hulot
- Jeanne Sibiude
- Jeanne Truong
- Jee Yan Ong
- Jeff Powis
- Jeffrey Aliudin
- Jeffrey Javidfar
- Jelmer Talsma
- Jennifer Clarke
- Jennifer June
- Jenny Lennon
- Jeronimo Graf
- Jess Gibson
- Jesse Gitaka
- Jia Shyi Loy
- Jia Wei
- Jia Wei 5
- Jillian Deacon
- Jimmy Ming-Yang Hsu
- Jimmy Mullaert
- Jin Yi Goh
- Jo Dalton
- Joan Gómez-Junyent
- Joana Ferrão
- Joanne Downey
- Joao Mendes
- Joaquin Baruch 5
- Joaquín Baruch
- Job van der Palen
- Jodat Saleem
- Johann Auchabie
- Johannes Gebauer
- John Arne Dahl
- John Bourke
- John F Fraser
- John G Laffey
- John Marshall
- Johnny McKeown
- Jolanta Popielska
- Jonathan Bitton
- Jonathan Chua
- Jonathan Crump
- Jonathan Golob
- Jonathan Remppis
- Jonathan Samuel Chávez Iñiguez
- Jordan Zhien Yang Toh
- Jordi Rello
- Jordi Riera
- Jorge Dantas
- Jorge Fernandes
- Jorge Paulos
- Jose Andres Calvache
- Jose I Nunez
- Jose M Mandei
- Jose Pedro Cidade
- Joshua Solomon
- Josie Campisi
- José Casimiro
- José Ernesto Vidal
- José Luis Bernal Sobrino
- José Miguel Cisneros Herreros
- Joy Ann Villanueva
- João Alves
- João Camões
- João Estevão
- João Martins
- João Melo Alves
- João Oliveira
- João Teixeira
- Juan Fernado Masa Jimenez
- Juan Fiorda
- Juan Jose Diaz
- Juan Luis Cruz Berm
- Juan Macias Sanchez
- Juan Pablo Horcajada
- Judit Villar
- Jules Bauer
- Julia Garcia-Diaz
- Julia Rodriguez Abreu
- Julian Chica
- Julie Chas
- Julie Mankikian
- Julien Jabot
- Julien Moyet
- Julien Poissy
- Juliette Duthoit
- Juliette Patrier
- Juliette Romaru
- Junaid Hashmi
- Junji Itai
- Justin Schaffer
- Justine Pages
- Jérémie Guedj
- Jérémie Pasquier
- Jérôme Dimet
- Kah Chuan Lim
- Kai Zacharowski
- Kalaiarasu Peariasamy
- Kalynn Kennon
- Kalynn Kennon 4
- Kamal Abu Jabal
- Karen Delavigne
- Karine Beiruti
- Karine Bezulier
- Karine Faure
- Karine Risso
- Karisha Sivam
- Karl Erik Müller
- Karl Trygve Kalleberg
- Karolina Krawczyk
- Karolina Nowicka
- Kashif Memon
- Katarzyna Lewandowska
- Kate Ainscough
- Kate Calligy
- Katharina Weil
- Kathy Brickell
- Katie O'Hearn
- Kavita Kamineni
- Kazali Enagnon Alidjnou
- Kazi Rubayet Anwar
- Keibun Liu
- Keiki Shimizu
- Keith Wille
- Kenneth A McLean
- Ker Hong Bee
- Kevin Katz
- Khor How Kiat
- Kim Keat Tan
- Kizy Sanchez de Oliveira
- Koji Hoshino
- Kok Wei Hao
- Kollengode Ramanathan
- Komal Fareed
- Kong Yeow Kang
- Konrad Zawadka
- Konstantinos Kyriakoulis
- Konstantinos Syrigos
- Konstanty Szuldrzynski
- Kota Hoshino
- Krish Kherajani
- Krishna Bhavsar
- Kristian Tonby
- Kuan Pei Xuan
- Kusum Menon
- Kyle Gomez
- Kévin Alexandre
- Kévin Bouiller
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- Subbarao Elapavaluru
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- Sue Smith 5
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
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- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
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- Suwarti Suwarti
- Suzanne Bennett
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- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Syed Muneeb
- Sylvain Diamantis
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- Takako Akimoto
- Takayuki Ogura
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- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tatsuya Kawasaki
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thipsavanh Bounphiengsy
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tiziana Meschi
- Tjard Schermer
- Todd C Lee
- Todd Karsies
- Tom Drake
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valeria Balan 5
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vieri Parrini
- Viladeth Praphasiri
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Volkan Korten
- Véronique Lemee
- Víctor Quirós González
- Waasila Jassat
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xavier Sánchez Choez
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yuli V Fuentes 1
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2022
- Field of study
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
Implementation of Recommendations on the Use of Corticosteroids in Severe COVID-19
- Author
- Aasiyah Rashan
- Abby Hurd
- Abdou Gai
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abigail Beane
- Abubacarr Jagne
- Adam Ali
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Agamemnon Bakakos
- Agnès Meybeck
- Agnès Sommet
- Agnieszka Oldakowska
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Albert Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martín-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Alexis F Turgeon
- Ali Ait Hssain
- Ali Hachemi
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Aline-Marie Florence
- Alison M Meynert
- Alistair D Nichol
- Aliya Mohammed Alameen
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Am Udara Lakshan Attanyake
- Amal Abrous
- Amanda Corley
- Amanda Rojek
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amiel A Dror
- Amirul Asyraf
- Amna Faheem
- Amy Lester-Grant
- Amy Stone
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anatoliy Gavrylov
- Anca Streinu-Cercel
- Anders Benjamin Kildal
- Anders Benteson Nygaard
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Dagens
- Andrew Hershey
- Andrew Letizia
- Andrew Udy
- Andrey Svistunov
- André Cabie
- André Dias
- André Roberto
- Andriy Bal
- Andy Law
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anna Roca
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
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- Tirupakuzhi Vijayaraghavan Bharath Kumar
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- Vladislav Mihnovit
- Volkan Korten
- Wai Ching Sin
- Walter Picard
- Wei Han Hoh
- Wei Shen Lim
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- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Xin Ci Wong
- Yael Dishon
- Yan Chyi Tan
- Yanay Gorelik
- Yaseen Arabi
- Yash Doshi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zeno Bisoffi
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zulfiqar Sandhu
- Publication venue
- Publication date
- 01/12/2023
- Field of study
Importance: Research diversity and representativeness are paramount in building trust, generating valid biomedical knowledge, and possibly in implementing clinical guidelines. Objectives: To compare variations over time and across World Health Organization (WHO) geographic regions of corticosteroid use for treatment of severe COVID-19; secondary objectives were to evaluate the association between the timing of publication of the RECOVERY (Randomised Evaluation of COVID-19 Therapy) trial (June 2020) and the WHO guidelines for corticosteroids (September 2020) and the temporal trends observed in corticosteroid use by region and to describe the geographic distribution of the recruitment in clinical trials that informed the WHO recommendation. Design, setting, and participants: This prospective cohort study of 434 851 patients was conducted between January 31, 2020, and September 2, 2022, in 63 countries worldwide. The data were collected under the auspices of the International Severe Acute Respiratory and Emerging Infections Consortium (ISARIC)-WHO Clinical Characterisation Protocol for Severe Emerging Infections. Analyses were restricted to patients hospitalized for severe COVID-19 (a subset of the ISARIC data set). Exposure: Corticosteroid use as reported to the ISARIC-WHO Clinical Characterisation Protocol for Severe Emerging Infections. Main outcomes and measures: Number and percentage of patients hospitalized with severe COVID-19 who received corticosteroids by time period and by WHO geographic region. Results: Among 434 851 patients with confirmed severe or critical COVID-19 for whom receipt of corticosteroids could be ascertained (median [IQR] age, 61.0 [48.0-74.0] years; 53.0% male), 174 307 (40.1%) received corticosteroids during the study period. Of the participants in clinical trials that informed the guideline, 91.6% were recruited from the United Kingdom. In all regions, corticosteroid use for severe COVID-19 increased, but this increase corresponded to the timing of the RECOVERY trial (time-interruption coefficient 1.0 [95% CI, 0.9-1.2]) and WHO guideline (time-interruption coefficient 1.9 [95% CI, 1.7-2.0]) publications only in Europe. At the end of the study period, corticosteroid use for treatment of severe COVID-19 was highest in the Americas (5421 of 6095 [88.9%]; 95% CI, 87.7-90.2) and lowest in Africa (31 588 of 185 191 [17.1%]; 95% CI, 16.8-17.3). Conclusions and relevance: The results of this cohort study showed that implementation of the guidelines for use of corticosteroids in the treatment of severe COVID-19 varied geographically. Uptake of corticosteroid treatment was lower in regions with limited clinical trial involvement. Improving research diversity and representativeness may facilitate timely knowledge uptake and guideline implementation
Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19
- Author
- A M Udara Lakshan Attanyake
- Aasiyah Rashan
- Aasmine Kaur
- Abby Hurd
- Abdulrahman Al-Fares
- Abhijit Duggal
- Abid Khatak
- Adam Ali
- Adam Hall
- Adam Nowinski
- Adrian Ceccato
- Adrian Streinu-Cercel
- Adrian Tey
- Adrien Auvet
- Adrien Lemaignen
- Adrienne Chan
- Aftab Imtiaz
- Agamemnon Bakakos
- Agnieszka Oldakowska
- Agnès Meybeck
- Agnès Sommet
- Agostinho Monteiro
- Ahmad Afiq Ramli
- Ahmad Kashfi Haji Ab Rahman
- Ahmed Farooq
- Ailbhe Cullen
- Ailbhe Hayes
- Aine McCarthy
- Aine McElroy
- Aisha Kalsoom Mufti
- Aisling Gavin
- Aisling Murphy
- Aisling Murphy
- Akram Zaaqoq
- Al-Awwab Dabaliz
- Alan Hartman
- Alasdair Nazerali-Maitland
- Albert Groenendijk
- Alberto Sotto
- Alberto Uribe
- Alberto Zanella
- Albertus Beishuizen
- Aldo Rafael
- Aldric Manuel
- Alejandro Martin-Quiros
- Aleksander Rygh Holten
- Aleksandr Beljantsev
- Alessandra Notari
- Alex Browne
- Alex Nagrebetsky
- Alexa Debard
- Alexander Daniel Cornet
- Alexander J Mentzer
- Alexander King
- Alexander Zoufaly
- Alexandra Bedossa
- Alexandra Coelho
- Alexandra Sperry
- Alexandre Ducancelle
- Alexandre Gaymard
- Alexandre Hoctin
- Alexandros Cavayas
- Ali Ait Hssain
- Ali Hachemi
- Ali Liaquat
- Ali Raza
- Alice Bogaarts
- Alicia Gonzalez
- Alif Adlan Mohd Thabit
- Alina Kalicinska
- Alison M Meynert
- Allegra Chatterjee
- Allison McGeer
- Alpha Diallo
- Alphonsine Diouf
- Amanda Corley
- Amanda Palacios
- Amandine Gagneux-Brunon
- Amar Bhatt
- Ami Stuart
- Amin Khawaja
- Amina Meziane
- Amirul Asyraf
- Amna Faheem
- Amy Hackmann
- Amy Lester-Grant
- Amy Stone
- Amélie Valran
- Ana Catarino
- Ana Chora Sousa
- Ana da Silva Filipe
- Ana Freitas Ribeiro
- Ana Isabel de Pinho Oliveira
- Ana L Rios
- Ana Marques
- Ana Martins
- Ana Motos
- Ana Raquel Maia
- Anand Thakur
- Anant Kataria
- Anatoliy Gavrylov
- Anders Benjamin Kildal
- Anders Tveita
- Andra-Maris Post
- Andre Real
- Andrea Angheben
- Andrea Cortegiani
- Andrea Dell'Amore
- Andrea Kelly
- Andrea Rossanese
- Andrea Villoldo
- Andreas Lind
- Andrew Acker
- Andrew Hershey
- Andrew Udy
- Andrey Svistunov
- Andriy Bal
- André Cabie
- André Dias
- André Roberto
- Andy Dong
- Andy Law
- Aneela Altaf
- Angel Asensio
- Angel Sanchez-Miralles
- Angela Alberti
- Anika Atique
- Anilawati Mat Jelani
- Anissa Chair
- Anja Grosse Lordemann
- Anjellica Chen
- Ankana Satya
- Anna Beltrame
- Anna Ciullo
- Anna Greti Everding
- Anna Jung
- Anne Conrad
- Anne Guillaumot
- Anne Margarita Dyrhol-Riise
- Anne McCarthy
- Anne Opavsky
- Anne-Hélène Boivin
- Anne-Marie Guerguerian
- Anne-Sophie Boureau
- Anne-Sophie Resseguier
- Annelies Verbon
- Annemarie B Docherty
- Annmarie O Callaghan
- Annmarie O'Callaghan
- Ansley Hamer
- Anthony L Loschner
- Anthony Lemeur
- Anthony Nghi
- Antoine Cheret
- Antoine Khalil
- Antoine Kimmoun
- Antoine Merckx
- Anton Prinssen
- Antoni Torres
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- António Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arsalan Rahutullah
- Arshad Taqi
- Arsène Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asfia Sultana
- Asgar Rishu
- Ashraf Sheharyar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aurelius Bonfasius
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- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
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- Ayodhia Pitaloka
- Azlan Mat Soom
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- Barrio Noelia García
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- Beatrice Alex
- Beatriz Amorim Beltrão
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- Benoit Visseaux
- Benoît Roze
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- Bernard Cholley
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- Bertrand Dussol
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- Burrell Aidan
- Bénédicte Lefebvre
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- Triona Downer
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Tânia Sequeira
- Vadim Tieroshyn
- Valentine Campana
- Valeria Balan
- Valla Sahraei
- Valérie Gaborieau
- Valérie Garrait
- Valérie Gissot
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vecham Pavan Kumar
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Janes
- Victoria Manda
- Victoria McEneany
- Victoria Shaw
- Vilmaris Quinones-Cardona
- Vincent Dinot
- Vincent Dubee
- Vincent Enouf
- Vincent Langlois
- Vincent Le Moing
- Vincent Peigne
- Vincent Pestre
- Vincent Thibault
- Vinothini Krishnan
- Virginie Williams
- Vladislav Mihnovit
- Véronique Lemee
- Víctor Quirós González
- Wai Ching Sin
- Walter Picard
- Wan Fadzlina Wan Muhd Shukeri
- Wei Han Hoh
- Wei Shen Lim
- Wei Jia
- Wendy S Barclay
- William A Paxton
- William Dechert
- William Finlayson
- William Greenhalf
- Wilna Oosthuyzen
- Wils Evert-Jan
- Wim Dieperink
- Wing Yiu Ng
- Xavier Duval
- Yael Dishon
- Yan Chyi Tan
- Yaseen Arabi
- Yasmin Gani
- Yazdan Yazdanpanah
- Yen Tsen Saw
- Yew Sing Wong
- Yi Bin Ho
- Yi Lin Lee
- Yih-Sharng Chen
- Ymkje Stienstra
- Yoan Lavie-Badie
- Yoann Donohue
- Yock Ping Chow
- Younes Ait Tamlihat
- Younes Kerroumi
- Yun Sii Ing
- Yuri Kida
- Yusing Gu
- Yvelynne Kelly
- Yves Levy
- Zhang Duan Tham
- Zul Amali Che Kamaruddin
- Zul Fakar
- Zulfiqar Sandhu
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 28/02/2023
- Field of study
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