13 research outputs found
Towards the treatment of CantĂș syndrome. Drug repurposing for rare genetic diseases
- Author
- Publication venue
- 'The Graduate School of the Humanities, Utrecht University'
- Publication date
- 06/07/2021
- Field of study
Individually, rare genetic diseases affect a small number of individuals. However, collectively they represent an important public health burden by impacting 8% of the EU population. Many rare genetic diseases have a large impact on the quality of life of people affected often resulting in disability or early death. Usually, these diseases are caused by a single genetic defect. The study of rare genetic diseases teaches us how a gene functions in health and disease, thereby providing insights for processes in common diseases.
Rare genetic disorders form a unique category of disorders and therefore face incomparable challenges when it comes to diagnosis and therapy options. Despite scientific advances in modern genetics and genomics, the diagnosis of rare diseases is often delayed or incorrect, and most rare conditions still lack effective treatment options.
This is also the case for CantĂș syndrome (CS), a rare autosomal dominant condition caused by gain-of-function (GoF) mutations in genes encoding subunits of ATP-sensitive potassium (KATP) channels (ABCC9, KCNJ8). CS patients present with coarse facial features, excessive body hair, and extensive cardiovascular anomalies. To generate a critical mass of CS patients to find further clinical characteristics of the disease as well as to ensure a rapid progression towards future interventional studies we developed an international standardized registry. Clinical data is obtained during annual CS research clinics.
Clinical management of CS currently involves symptomatic treatments to address second-order complications such as heart failure. The off-patent KATP inhibitor glibenclamide which is already widely applied in clinic to block GoF KATP channels involved in Type 2 diabetes holds promise as a potential treatment for CS.
To perform therapeutic drug screening, we have developed novel CS zebrafish models in which disease-causing mutations were knocked-in to the endogenous abcc9 and kcnj8 loci using CRISPR/Cas9 genome engineering. Resulting models recapitulate key cardiovascular features of CS including hypercontractility and abnormally high cardiac output which significantly reverse after glibenclamide administration in zebrafish larvae.
These results provide key pre-clinical evidence for the in vivo efficacy of glibenclamide for the treatment of CS. Hence, a clinical trial to test glibenclamide in CS patients has been designed.
In conclusion, applying CantĂș syndrome as an example, this thesis highlights a path from gene discovery to investigating treatment options for a rare genetic disorder by successfully applying multiple tools and technologies available nowadays: (i) accurate and in-depth phenotyping to establish a detailed natural history and improve diagnosis, (ii) functional modeling of patient-specific variants in zebrafish to validate diagnosis and elucidate underlying pathophysiology as well as (iii) repurposing an existing drug to establish treatment
Outcome of Epilepsy Surgery in MRI-Negative Patients Without Histopathologic Abnormalities in the Resected Tissue
- Author
- Aichholzer Martin
- Aronica Eleonora
- Arzimanoglou Alexis A
- Barba Carmen
- Becker Albert J
- Beckervordersandforth Jan
- Bien Christian
- Blumcke Ingmar
- Bodi Istvan
- Braun Kees P
- Buccoliero Anna Maria
- Catenoix Helene
- Chassoux Francine
- Chipaux Mathilde
- Cloppenborg Thomas
- Coras Roland
- Cross J Helen
- De Palma Luca
- De Tisi Jane
- Deleo Francesco
- Devaux Bertrand C
- Di Gennaro Giancarlo
- Dorfmuller Georg
- Duncan John S
- Esposito Vincenzo
- Feucht Martha
- Garbelli Rita
- Gil-Nagel Antonio
- Giordano Flavio
- Grote Alexander
- Grunwald Thomas
- Guerrini Renzo
- Hamer Hajo M
- Hartlieb Till S
- Helmstaedter Christoph
- Honavar Mrinalini
- Jacques Thomas S
- Jansen Floor E
- Kalina Adam
- Kalviainen Reetta
- Kaufmann Elisabeth
- Koenig Kristina
- Krsek Pavel
- Kudernatsch Manfred
- Loucao De Amorim Isabel M
- Marusic Petr
- Menzler Katja
- Noachtar Soheyl
- Pieper Tom
- Pimentel Jose
- Racz Attila
- Raicevic Savo
- Rauramaa Tuomas
- Rheims Sylvain
- Ristic Aleksandar J
- Roessler Karl
- Rosenow Felix
- Rumia Jordi
- San Antonio-Arce Victoria
- Sanders Maurits W
- Scheiwe Christian F
- Schijns Olaf
- Scholl Theresa
- Schulze-Bonhage Andreas
- Specchio Nicola
- Straka Barbora
- Surges Rainer
- Theys Tom
- Toledano Delgado Rafael
- Toulouse Joseph
- Van der Wolf Iskander
- Van Paesschen Wim
- Von Oertzen Tim J
- Ăzkara Cigdem
- Publication venue
- American Academy of Neurology
- Publication date
- 01/01/2024
- Field of study
Sanders MW, Van der Wolf I, Jansen FE, et al. Outcome of Epilepsy Surgery in MRI-Negative Patients Without Histopathologic Abnormalities in the Resected Tissue. Neurology. 2024;102(4): e208007.BACKGROUND AND OBJECTIVE: Patients with presumed nonlesional focal epilepsy-based on either MRI or histopathologic findings-have a lower success rate of epilepsy surgery compared with lesional patients. In this study, we aimed to characterize a large group of patients with focal epilepsy who underwent epilepsy surgery despite a normal MRI and had no lesion on histopathology. Determinants of their postoperative seizure outcomes were further studied.; METHODS: We designed an observational multicenter cohort study of MRI-negative and histopathology-negative patients who were derived from the European Epilepsy Brain Bank and underwent epilepsy surgery between 2000 and 2012 in 34 epilepsy surgery centers within Europe. We collected data on clinical characteristics, presurgical assessment, including genetic testing, surgery characteristics, postoperative outcome, and treatment regimen.; RESULTS: Of the 217 included patients, 40% were seizure-free (Engel I) 2 years after surgery and one-third of patients remained seizure-free after 5 years. Temporal lobe surgery (adjusted odds ratio [AOR]: 2.62; 95% CI 1.19-5.76), shorter epilepsy duration (AOR for duration: 0.94; 95% CI 0.89-0.99), and completely normal histopathologic findings-versus nonspecific reactive gliosis-(AOR: 4.69; 95% CI 1.79-11.27) were significantly associated with favorable seizure outcome at 2 years after surgery. Of patients who underwent invasive monitoring, only 35% reached seizure freedom at 2 years. Patients with parietal lobe resections had lowest seizure freedom rates (12.5%). Among temporal lobe surgery patients, there was a trend toward favorable outcome if hippocampectomy was part of the resection strategy (OR: 2.94; 95% CI 0.98-8.80). Genetic testing was only sporadically performed.; DISCUSSION: This study shows that seizure freedom can be reached in 40% of nonlesional patients with both normal MRI and histopathology findings. In particular, nonlesional temporal lobe epilepsy should be regarded as a relatively favorable group, with almost half of patients achieving seizure freedom at 2 years after surgery-even more if the hippocampus is resected-compared with only 1 in 5 nonlesional patients who underwent extratemporal surgery. Patients with an electroclinically identified focus, who are nonlesional, will be a promising group for advanced molecular-genetic analysis of brain tissue specimens to identify new brain somatic epilepsy genes or epilepsy-associated molecular pathways
Characteristics and outcomes of COVID-19 patients admitted to hospital with and without respiratory symptoms
- Author
- Abbas Syed Ali
- Abdalasalam Sabriya
- Abdalhadi Alaa Abdalfattah
- Abdalla Fadlalla Asgad Osman
- Abdalla Naana Reyam
- Abdalla Walaa
- Abdalrheem Almthani Hamza
- Abdalsalam Ashraf
- Abdeewi Saedah
- Abdelgaum Esraa Hassan
- Abdelghafar Yomna Ali
- Abdelhalim Mohamed
- Abdelkabir Mohammed
- Abdelrahman Mohammedahmed Manahil Omer
- Abdelrahman Israa
- Abdelrhman Abdallahrs Asia Atif
- Abdukahil Sheryl Ann
- Abdulbaqi Lamees Adil
- Abdulhamid Salaheddin
- Abdulhamid Widyan
- Abdulkadir Nurul Najmee
- Abdullah Duha Milad
- Abdulwahed Eman
- Abdunabi Rawad
- Abe Ryuzo
- Abebrese Franklina Korkor
- Abel Laurent
- Abodina Ahmed Mohammed
- Abrous Amal
- Absil Lara
- Abu Salem Talat Ahmed
- Abusalama Abdurraouf
- Abuzaid Tareg Abdallah
- Acharya Subhash
- Acker Andrew
- Adam Elisabeth
- Adem Safia
- Ademnou Manuella
- Adewhajah Francisca
- AdriaÌo Diana
- Ads Alaa Mohamed
- Adusei Amos Amoako
- Afum-Adjei Awuah Anthony
- Agbogbatey Melvin
- Ahmed Khalil Reham Abdelhamid
- Ahmed Mohamed Abdelaziz Ali Mostafa
- Ahmed Aya Mustafa
- Ahmed Musaab Mohammed
- Ahmed Shakeel
- Ainscough Kate
- Airlangga Eka
- Aisa Tharwat
- Aisha Ali
- Aisha Bugila
- Akimoto Takako
- Akmal Ernita
- Akwani Chika
- Al Ageel Saleh
- Al Qasim Eman
- Al-Aquily Mohammed
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Al-Saba'a Yousef
- Alajeeli Ahmed
- Alali Ahmed
- Alalqam Razi
- Alameen Aliya Mohammed
- Alaraji Zainab Ahmed
- Alaraji Zinah A.
- Albakry Khalid
- Albatni Safa
- Alberti Angela
- Aldabbourosama Osama
- Aldhalia Amer
- Aldoukali Abdulkarim
- Alegesan Senthilkumar
- Alessi Marta
- Alex Beatrice
- Alexandre KeÌvin
- Alflite Asil
- Alfoudri Huda
- Alhadad Qamrah
- Alhaddad Hoda Salem
- Alhouri Ahmad Nabil
- Alhouri Hasan
- Ali Mohammed Abdelmalek Awad
- Ali Adam
- Ali Imran
- Ali Syed Muneeb
- Alidjnou Kazali Enagnon
- Aljadi Mahmoud
- Aljamal Sarah
- Alkahlout Mohammed
- Alkaseek Akram
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Almasri Lana
- Almjersah Abdulrahman
- Alqandouz Raja Ahmed
- Alrfaea Walaa
- Alrifaee Moayad
- Alsaadi Rawan
- Alshareea Entisar
- Alshenawy Eslam
- Altaf Aneela
- Alves JoaÌo
- Alves JoaÌo Melo
- Alves Rita
- Alyasiri Mohammed Saleh
- Amaral Maria
- Amer Amro Essam
- Amira Nur
- Amuasi John
- Andini Roberto
- Andrejak Claire
- Angheben Andrea
- Angoulvant François
- Ankrah Sophia
- Ansari Muhammad Imran
- Ansart SeÌverine
- Anthonidass Sivanesen
- Antonelli Massimo
- Antunes de Brito Carlos Alexandre
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Argin G.
- Arlet Jean-BenoiÌt
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Ascofare Oumou Maiga
- Asensio Angel
- Ashley Elizabeth A.
- Ashraf Muhammad
- Ashraf Muhammad Sheharyar
- Asiedu-Bekoe Franklin
- Asif Namra
- Asim Mohammad
- Assi Grace
- Assie Jean Baptiste
- Asyraf Amirul
- Atangana Fouda
- Atia Ahmed
- Atif Minahel
- Atikah Ahmad Ridzuan Siti Nurul
- Atique Anika
- Atlowly Moad
- Attanyake AM Udara Lakshan
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Axelsen Eyvind W.
- Ayad Ared
- Ayadi Kamaluddin Muhammad Aisar
- Azemar LaureÌne
- Azizeldin Mohammed
- Azoulay Cecile
- Babatunde Hakeem
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie John Kenneth
- Baird J Kevin
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bakeer Hibah Bileid
- Bakri Ashraf
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Bandoh Irene
- Banheiro Bruno Sarmento
- Bani-Sadr FirouzeÌ
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrigoto Cleide
- Bartoli Marie
- Baruch Joaquin
- Baruch JoaquiÌn
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Batool AbdAlkarim
- Battaglini Denise
- Bauer Jules
- Bautista Rincon Diego Fernando
- Beane Abigail
- Bedossa Alexandra
- Bedu-Addo Ama Kwakyewaa
- Bee Ker Hong
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- BeltraÌo Beatriz Amorim
- Beluze Marine
- Ben Ashur Abir
- Benech Nicolas
- Benjiman Lionel Eric
- Bennett Suzanne
- Bento LuiÌs
- Berdal Jan-Erik
- Berdeweel Lamis
- Bergeaud Delphine
- Bergin Hazel
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianchi Isabella
- Bianco Claudia
- Bichoka Sandra
- Bidin Farah Nadiah
- Bin Kamarudin Mohd Nazlin
- Binnawara Muhannud
- Binti Mohd Yakop Siti Rohani
- Binti Zaidan Nor Zaila
- Bisoffi Zeno
- Biston Patrick
- Bitker Laurent
- Bittaye Mustapha
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-HeÌleÌne
- Bolanga Ariel
- BolanÌos Isabela
- Bolze Pierre-Adrien
- Bompart François
- Bonifasius Aurelius
- Bonney Joe
- Borges Diogo
- Borie RaphaeÌl
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Boudoin Herwin Nanda
- Bouhour Damien
- Bouiller KeÌvin
- Bouillet Laurence
- Bouisse Camile
- Bountthasavong Latsaniphone
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- 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.
- Broadley Tessa
- Brotherton Helen
- Browne Alex
- Brozzi Nicolas
- Brunvoll Sonja Hjellegjerde
- Brusse-Keizer Marjolein
- Bryda Petra
- Buchtele Nina
- Bugaeva Polina
- Buisson Marielle
- Buonsenso Danilo
- Burhan Erlina
- Buri Donald
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- BĂŠvre-Jensen Roar
- Cabie AndreÌ
- Cabral Susana
- Cabrita Joana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- CamoÌes JoaÌo
- Campana Valentine
- Campbell Paul
- Campisi Josie
- Canepa Cecilia
- Cantero Mireia
- Caoili Janice
- Caraux-Paz Pauline
- Cardoso Filipa
- Cardoso Filipe
- Cardoso Nelson
- Cardoso Sofia
- Carelli Simone
- Carlier Nicolas
- Carmoi Thierry
- Carney Gayle
- Carqueja IneÌs
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- CascaÌo Mariana
- Casey Siobhan
- Casimiro JoseÌ
- Cassandra Bailey
- Castanheira Nidyanara
- CastanÌeda Silvia
- Castor-Alexandre Guylaine
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- CaÌrcel Sheila
- Ceccato Adrian
- Ceesay Masaneh
- Cely Lina Morales
- Cerkovnik Shelby
- Cervantes-Gonzalez Minerva
- Cevik Muge
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Charpentier Charlotte
- Chas Julie
- Chaudry Muhammad Mobin
- ChaÌvez InÌiguez Jonathan Samuel
- Che Kamaruddin Zul Amali
- Chen Anjellica
- Chen Yih-Sharng
- Chenard LeÌo
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chidambaram Suresh Kumar
- Chirouze Catherine
- Chiumello Davide
- 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
- Cisneros Herreros JoseÌ Miguel
- Citarella Barbara Wanjiru
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Jennifer
- Claure-Del Granado Rolando
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coles Jennifer
- Coles Megan
- Colin GwenhaeÌl
- Collins Michael
- Combs Pamela
- Connolly Jennifer
- Connor Marie
- Conrad Anne
- Conway Elaine
- Cooke Graham S.
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier GreÌgory
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse SteÌphanie
- Cowan Juthaporn
- Cregan Rachel
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew
- Curley Gerard
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- D'Alessandro Umberto
- D'Aragon FreÌdeÌrick
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dagens Andrew
- Dahl John Arne
- Dahly Darren
- Daley Peter
- Dalloul Zaina
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Dame Joycelyn
- Damien Cammandji
- Daneman Nick
- Dantas Jorge
- de Loughry Gillian
- de Mendoza Diego
- De Montmollin Etienne
- de Piero Maria
- De Rosa Rosanna
- De Rose Cristina
- de Silva Thushan
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- DeBenedictis Bianca
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delamou Alexandre
- 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
- Descamps Diane
- DesvalleÌes Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhangar Pathik
- Diallo Alpha
- Diallo Souleymane Taran
- Diamantis Sylvain
- Dias AndreÌ
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Dibba Bakary K.
- Didier KeÌvin
- Diehl Jean-Luc
- Dieperink Wim
- Dilanthi Priyadarshani Gamage Dona
- Dimet JeÌroÌme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djadda Cedric
- Djossou FeÌlix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M.
- Donnelly Christl A.
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival CeÌline
- Doshi Yash
- Douangdala Phouvieng
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
- Dow Denisse Bazan
- Downey Joanne
- Downing Mark
- Drake Thomas
- Driscoll Aoife
- Duah Ibrahim Kwaku
- Dubee Vincent
- Dubos François
- Dubot-PeÌreÌs Audrey
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Ebo Ada
- Echeverria-Villalobos Marco
- Edelstein Michael
- Egan Siobhan
- EggesbĂž Linn Margrete
- Ehzaz Khadeja
- Eira Carla
- Ekow Harrison Samuel Bernard
- El Sanharawi Mohammed
- El Sayed Marwan
- Elabid Mohammed
- Elagili Mohamed Bashir
- Elapavaluru Subbarao
- Elbahnasawy Mohammad
- Elboshra Sohail
- Elharrar Brigitte
- Elhefnawy Enan Abdulrahman Ahmed
- Eliza Mohamed Nik Nur
- Ellerbroek Jacobien
- Ellingjord-Dale Merete
- ELMagrahi Hamida
- Elmubark Mohammad Muatasm
- Elotmani Loubna
- Eloundou Lauren
- Eloy Philippine
- Elsayed Soliman Mohamed Osama
- Elshaikhy Basma
- Elshazly Tarek
- Elsokni Wafa
- Eltayeb Aml Ahmed
- Elyazar Iqbal
- Emad Zarief Kamel
- Embarek Hussein
- Enderle Isabelle
- Endo Tomoyuki
- Eneli Gervais
- Eng Chan Chee
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Esaadi Haneen
- Escher Martina
- Esperatti Mariano
- Esperou HeÌleÌne
- Esposito-Farese Marina
- Essaka Rachel
- Essuman Lorinda
- EstevaÌo JoaÌo
- Etienne Manuel
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Fadera Ismaila
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Fareed Komal
- Faria Pedro
- Farooq Ahmed
- Fateena Hanan
- Fathi Mohamed
- Fatima Salem
- Fatoni Arie Zainul
- Fatoni Arie Zainul
- Faure Karine
- Favory RaphaeÌl
- Fayed Mohamed
- Feely Niamh
- Fernandes Henrique Mateus
- Fernandes Jorge
- Fernandes MariÌlia Andreia
- Fernandes MariÌlia Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferraz MaÌrio
- FerraÌo Joana
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira SiÌlvia
- Ferriere Nicolas
- Ficko CeÌline
- Figueiredo-Mello Claudia
- Finlayson William
- Flament Thomas
- Fletcher Tom
- Florence Aline-Marie
- Florio Letizia Lucia
- Flynn Brigid
- Flynn Deirdre
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forrest Karen
- Forson Paa Kobina
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fotso Berline
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- França Rafael Freitas de Oliveira
- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- French Craig
- Friedrich Caren
- Fritz Ricardo
- Fry SteÌphanie
- Fuentes Nora
- Fukuda Masahiro
- Gaborieau ValeÌrie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- Gai Abdou
- GaiaÌo SeÌrgio
- Galal Mohamed Ramadan Adham Mohamed
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Gani Yasmin
- Garan Arthur
- GarceÌs Rui Caetano
- Garcia Rebekha
- Garcia-Diaz Julia
- Garcia-Gallo Esteban
- Garimella Navya
- Garot Denis
- Garrait ValeÌrie
- Gauli Basanta
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- Ghemmeid Malak
- Ghisulal Praveen Kumar
- Ghosn Jade
- Giani Marco
- Gigante Tristan
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot ValeÌrie
- Giwangkancana Gezy
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Goh Jin Yi
- GolaÌcs Brigitta
- Golob Jonathan
- Gomez Kyle
- Gominet Marie
- Gonçalves Bronner P.
- Gonzalez Alicia
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard CeÌcile
- Goulenok Tiphaine
- GoÌmez-Junyent Joan
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Grazioli Lorenzo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe SegoleÌne
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Grigoras Ioana
- Groenendijk Albert
- Grovogui Fassou Mathias
- Gruner Heidi
- Gu Yusing
- Guedj JeÌreÌmie
- Guego Martin
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- GuimaraÌes de Castro Maisa
- Guimard Thomas
- Haalboom Marieke
- Haber Daniel
- Hachemi Ali
- Haddud Abdurrahman
- Hadri Nadir
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- Hamers Raph L.
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- Harrison Ewen M.
- Harrison Janet
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- Hussein Mahmood
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- Lee Jennifer
- Lee Su Hwan
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- Lee Yi Lin
- Leeming Gary
- Lefebvre BeÌneÌdicte
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- Lizotte Patricia
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- Lolong Navy
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- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
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- Lucet Jean Christophe
- Luna Carlos M.
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- Maier Lars S.
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- McElwee Samuel
- McEvoy Natalie
- McGeer Allison
- McLean Kenneth A.
- McNally Paul
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- Meaney Edel
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- Menon Kusum
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- Mentzer Alexander J.
- Mercier Emmanuelle
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- Merckx Antoine
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- Merson Laura
- Merson Laura
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- Meyer Dan
- Meynert Alison M.
- Meysonnier Vanina
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- Mohan Shetty Dr. Rajesh
- Moharam S. A.
- Mohd Noordin Nurul Amani
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- Ohshimo Shinichiro
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- Ong David S. Y.
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- Patricio Patricia
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- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William A.
- Payen Jean-François
- Peake Sandra L.
- Peariasamy Kalaiarasu
- Peek Giles J.
- Peelman Florent
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- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
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- Philippy Fred
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- Powis Jeff
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- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Pritchard Mark G.
- Proença Lucia
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- Pulicken Mathew
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- Richier Laurent
- Rida Hajij Fatima Mhd
- Rios Ana L.
- Rishu Asgar
- Rispal Patrick
- Risso Karine
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- Roberto AndreÌ
- Roberts Charles
- Roberts Stephanie
- Robertson David L.
- Robineau Olivier
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- Roze BenoiÌt
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- Ruwan Sri Darshana B. P. Sanka
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- Sarmiento Iam Claire E.
- Sarton Benjamine
- Satya Ankana
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- Semple Malcolm G.
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
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- Sharjeel Shaikh
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- Shaw Catherine A.
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- Shetty Rohan
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- Su Richa
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- Suen Gabriel
- Suen Jacky Y.
- Sukumar Prasanth
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- Summers Charlotte
- Supic Dubravka
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- Suwarti Atie
- Svistunov Andrey
- Sweeney Lisa Mc
- Syahrin Sarah
- Sylverken Augustina
- Syrigos Konstantinos
- Sztajnbok Jaques
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- SĂžraas Arne
- Tabrizi Shirin
- Taccone Fabio S.
- TagElser Mohammed Ali Maha
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- Taib Shahdattul Mawarni
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- Taufik M Azhari
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- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thorpe Mathew
- Thurai Surain Raaj Thanga
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tirupakuzhi Vijayaraghavan Bharath Kumar
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- Tounkara Aboubacar
- Towers Michael
- TraoreÌ FodeÌ Amara
- Trapani Tony
- Tromeur CeÌcile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F.
- Turmel Jean-Marie
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Uchiyama Makoto
- Udayanga PG Ishara
- Udy Andrew
- Ullah Arslan Rahat
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Usuf Effua
- Uva Maria Sousa
- Uyeki Timothy M.
- Vaillant Michel
- Vajdovics Cristinava
- Val-Flores LuiÌs
- Valentini Piero
- Van de Velde Stijn
- van den Berge Marcel
- van der Feltz Machteld
- van der Palen Job
- van der Valk Paul
- Van Der Vekens Nicky
- Van der Voort Peter
- Van Der Werf Sylvie
- van Gulik Laura
- Van Hattem Jarne
- van Netten Carolien
- van Veen Ilonka
- Vanel NoeÌmie
- Vanoverschelde Henk
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veeran Shaminee
- Veislinger AureÌlie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal JoseÌ Ernesto
- Vieira CeÌsar
- Vijayan Deepak
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vishwanathan Gayatri
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vongsouvath Manivanh
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Walsh Laura
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesam Hassi
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann AureÌlie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Bailey
- Williams Patricia J.
- Williams Virginie
- Wils Evert-Jan
- Wils Evert-Jan
- Wittman Jessica
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Wright Natalie
- Xian Lim Saio
- Xynogalas Ioannis
- Yamazaki Masaki
- Yang Toh Jordan Zhien
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik CeÌcile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yiaye Touxiong
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zabert Gustavo E.
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Publication date
- 30/05/2024
- Field of study
Background: COVID-19 is primarily known as a respiratory illness; however, many patients present to hospital without respiratory symptoms. The association between non-respiratory presentations of COVID-19 and outcomes remains unclear. We investigated risk factors and clinical outcomes in patients with no respiratory symptoms (NRS) and respiratory symptoms (RS) at hospital admission. Methods: This study describes clinical features, physiological parameters, and outcomes of hospitalised COVID-19 patients, stratified by the presence or absence of respiratory symptoms at hospital admission. RS patients had one or more of: cough, shortness of breath, sore throat, runny nose or wheezing; while NRS patients did not. Results: Of 178,640 patients in the study, 86.4 % presented with RS, while 13.6 % had NRS. NRS patients were older (median age: NRS: 74 vs RS: 65) and less likely to be admitted to the ICU (NRS: 36.7 % vs RS: 37.5 %). NRS patients had a higher crude in-hospital case-fatality ratio (NRS 41.1 % vs. RS 32.0 %), but a lower risk of death after adjusting for confounders (HR 0.88 [0.83-0.93]). Conclusion: Approximately one in seven COVID-19 patients presented at hospital admission without respiratory symptoms. These patients were older, had lower ICU admission rates, and had a lower risk of in-hospital mortality after adjusting for confounders
Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Absil Lara
- Acharya Subhash
- Acker Andrew
- AdriĂŁo Diana
- Ahmed Shakeel
- Ainscough Kate
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre KĂ©vin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves JoĂŁo
- Alves JoĂŁo Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart SĂ©verine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-BenoĂźt
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Aryal Diptesh
- Asensio Angel
- Asif Namra
- Asim Mohammad
- Assie Jean Baptiste
- Atif Minahel
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar LaurĂšne
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Bak Erica
- Bakakos Agamemnon
- Bal Andriy
- Balan Valeria
- Balazote Pablo Serrano
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barclay Wendy S.
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia GarcĂa
- Bartoli Marie
- Baruch JoaquĂn
- Basmaci Romain
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beluze Marine
- Benech Nicolas
- Benkerrou Dehbia
- Bennett Suzanne
- Bento LuĂs
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- BermĂșdez Juan Luis Cruz
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bissuel François
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-HĂ©lĂšne
- Bolze Pierre-Adrien
- Bompart François
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller KĂ©vin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brickell Kathy
- Brien Fionnuala O.
- Browne Alex
- Browne Shaunagh
- Brusse-Keizer Marjolein
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- CamÔes João
- 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
- Carqueja InĂȘs
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- CascĂŁo Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- CastrillĂłn Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Ceccato Adrian
- Cely Lina Morales
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Chas Julie
- Chaudry Mobin
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chirouze Catherine
- Chiumello Davide
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chopin Marie-Charlotte
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Clohisey Sara
- Cobb Perren J.
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras SofĂa
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew J.
- Curley Ger
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- CĂĄrcel Sheila
- da Silva Filipe Ana
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A.
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa GuimarĂŁes
- de la Calle Guillermo Maestro
- de Loughry Gillian
- de Mendoza Diego
- De Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Pinho Oliveira Ana Isabel
- De Rosa Rosanna
- de Silva Thushan
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- DellâAmore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier KĂ©vin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet JĂ©rĂŽme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou FĂ©lix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M.
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival CĂ©line
- Douglas James Joshua
- Dournon Nathalie
- Dow Denisse Bazan
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dubee Vincent
- Dubos François
- Ducancelle Alexandre
- Dudman Susanne
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Duque Sara
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- DâAragon FrĂ©dĂ©rick
- DâOrtenzio Eric
- Echeverria-Villalobos Marco
- Egan Siobhan
- Eira Carla
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
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- Endo Tomoyuki
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
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- Esperou HĂ©lĂšne
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- EstevĂŁo JoĂŁo
- Etienne Manuel
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- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Fareed Komal
- Faria Pedro
- Farooq Ahmed
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Fernandes Jorge
- Fernandes MarĂlia Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferraz MĂĄrio
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira SĂlvia
- Ferrer-Roca Ricard
- Ferriere Nicolas
- FerrĂŁo Joana
- Ficko CĂ©line
- Figueiredo-Mello Claudia
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florio Letizia Lucia
- Flynn Deirdre
- Foley Claire
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- French Craig
- Friedrich Caren
- Fry Stéphanie
- Fuentes Nora
- Fuentes Yuli V.
- Fukuda Masahiro
- G Argin
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- GaiĂŁo SĂ©rgio
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Garan Arthur
- Garcia Rebekha
- Garcia-Gallo Esteban
- GarcĂȘs Rui Caetano
- GarcĂa Ruth N. Jorge
- Garimella Navya
- Garot Denis
- Garrait Valérie
- Gauli Basanta
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
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- Giani Marco
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- Gilroy Elaine
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- Girvan Michelle
- Gissot Valérie
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Golob Jonathan
- Gominet Marie
- Gonzalez Alicia
- GonzĂĄlez VĂctor QuirĂłs
- Gonçalves Bronner P.
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard CĂ©cile
- Goulenok Tiphaine
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe SegolĂšne
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj Jérémie
- Guego Martin
- Guellec Dewi
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- Habraken Hannah
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- Hall Matthew
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- Hameed Jawad
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- Harrison Ewen M.
- Harrison Janet
- Harrison Samuel Bernard Ekow
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- Hashmi Madiha
- Hayat Muhammad
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- Hays Leanne
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- Heggelund Lars
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- Hentzien Maxime
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- Hoshino Koji
- Hoshino Kota
- Houas Ikram
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- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-SĂ©bastien
- Humaid Felwa Bin
- Huo Stella
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- Ibåñez-Prada Elsa D.
- Ijaz Samreen
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- Iñiguez Jonathan Samuel Chåvez
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- Jourdain Mercé
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- Kataria Anant
- Katz Kevin
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- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Khalid Imrana
- Khalid Osama
- Khalil Antoine
- Khan Coralie
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- Khanal Sushil
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- Khawaja Amin
- Kho Michelle E.
- Khoo Saye
- Khoso Nasir
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kimmoun Antoine
- Kindgen-Milles Detlef
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R.
- Kobbe Robin
- Kodippily Chamira
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- Kurtzman Ethan
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- Lachatre Marie
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- Laffey John G.
- Lagrange Marie
- Laine Fabrice
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- Leathlobhair Niamh Ni
- Lee James
- Lee Jennifer
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- Lee Todd C.
- Leeming Gary
- Lefebvre Bénédicte
- Lefebvre Laurent
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- Luong Liem
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- Marsh Laura
- Marshal Megan
- Marshall John C.
- Martelli Celina Turchi
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- Martin-Blondel Guillaume
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- Mathieu Daniel
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- Postma Douwe F.
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- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
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- Seitz Tamara
- Selvanayagam Jaganathan
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- Semedi Bambang Pujo
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- Senneville Eric
- Sequeira Filipa
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- Shaw Victoria
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- Shetty Rajesh Mohan
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- Stuart David
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- Tagherset Lysa
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
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- Taqdees Huda
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- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Teixeira JoĂŁo
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- Tellier Marie-Capucine
- Terpstra Pleun
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- Thiberville Simon-Djamel
- Thill BenoĂźt
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- Thomson David
- Thomson Emma C.
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tissot Noémie
- Toki Maria
- Tonby Kristian
- Torre Marta
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- Towers Michael
- Trapani Tony
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- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores LuĂs
- Valran Amélie
- Van de Velde Stijn
- van den Berge Marcel
- van der Palen Job
- van der Valk Paul
- Van Der Vekens Nicky
- Van der Voort Peter
- Van Der Werf Sylvie
- van Gulik Laura
- Van Hattem Jarne
- van Netten Carolien
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal José Ernesto
- Vieira CĂ©sar
- Vijayan Deepak
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Weil Katharina
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wong Calvin
- Xynogalas Ioannis
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik CĂ©cile
- Yerkovich Stephanie
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zahran Maram
- Zambon Maria
- Zanella Alberto
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 13/09/2022
- Field of study
Background: Up to 30% of hospitalised patients with COVID-19 require advanced respiratory support, including high-flow nasal cannulas (HFNC), non-invasive mechanical ventilation (NIV), or invasive mechanical ventilation (IMV). We aimed to describe the clinical characteristics, outcomes and risk factors for failing non-invasive respiratory support in patients treated with severe COVID-19 during the first two years of the pandemic in high-income countries (HICs) and low middle-income countries (LMICs).
Methods: This is a multinational, multicentre, prospective cohort study embedded in the ISARIC-WHO COVID-19 Clinical Characterisation Protocol. Patients with laboratory-confirmed SARS-CoV-2 infection who required hospital admission were recruited prospectively. Patients treated with HFNC, NIV, or IMV within the first 24 h of hospital admission were included in this study. Descriptive statistics, random forest, and logistic regression analyses were used to describe clinical characteristics and compare clinical outcomes among patients treated with the different types of advanced respiratory support.
Results: A total of 66,565 patients were included in this study. Overall, 82.6% of patients were treated in HIC, and 40.6% were admitted to the hospital during the first pandemic wave. During the first 24 h after hospital admission, patients in HICs were more frequently treated with HFNC (48.0%), followed by NIV (38.6%) and IMV (13.4%). In contrast, patients admitted in lower- and middle-income countries (LMICs) were less frequently treated with HFNC (16.1%) and the majority received IMV (59.1%). The failure rate of non-invasive respiratory support (i.e. HFNC or NIV) was 15.5%, of which 71.2% were from HIC and 28.8% from LMIC. The variables most strongly associated with non-invasive ventilation failure, defined as progression to IMV, were high leukocyte counts at hospital admission (OR [95%CI]; 5.86 [4.83-7.10]), treatment in an LMIC (OR [95%CI]; 2.04 [1.97-2.11]), and tachypnoea at hospital admission (OR [95%CI]; 1.16 [1.14-1.18]). Patients who failed HFNC/NIV had a higher 28-day fatality ratio (OR [95%CI]; 1.27 [1.25-1.30]).
Conclusions: In the present international cohort, the most frequently used advanced respiratory support was the HFNC. However, IMV was used more often in LMIC. Higher leucocyte count, tachypnoea, and treatment in LMIC were risk factors for HFNC/NIV failure. HFNC/NIV failure was related to worse clinical outcomes, such as 28-day mortality. Trial registration This is a prospective observational study; therefore, no health care interventions were applied to participants, and trial registration is not applicable
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
- AgneÌs Meybeck
- AgneÌs 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 MartiÌn-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
- AndreÌ Cabie
- AndreÌ Dias
- AndreÌ 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-HeÌleÌne 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
- Antoni Torres
- Antonia Ho
- Antonia Ricchiuto
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- AntoÌnio Mesquita
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Rodrigo Henriquez-Trujillo
- Arabella Fahy
- Ardiyan Apriyana
- Argin G
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Arne SĂžraas
- ArseÌne Kpangon
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asfia Sultana
- Asgar Rishu
- Asma Moin
- Astarini Hidayah
- Atie Suwarti
- Atif Siddiqui
- Audrey Dubot-PeÌreÌs
- Aurelius Bonfasius
- AureÌlie Papadopoulos
- AureÌlie Veislinger
- AureÌlie Wiedemann
- Aurore Bousquet
- Axelle Braconnier
- Ayodhia Pitaloka
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Bailey Williams
- Bairbre McNicholas
- Bakary K Dibba
- Bambang Pujo Semedi
- Bato HammarstroÌm
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim BeltraÌo
- Behzad Nadjm
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin LefeÌvre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- BenoiÌt Roze
- BenoiÌt Thill
- Bernard Cholley
- Bernardo Ferreira
- Bernhard Roessler
- Bertrand Dussol
- BeÌneÌdicte Lefebvre
- 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
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Burrell Aidan J C
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camille Couffignal
- Camirand-Lemyre FeÌlix
- Caren Friedrich
- Carine Roy
- Carla Eira
- Carlos Alexandre Antunes de Brito
- Carlos CanÌada Illana
- Carlos Lumbreras Bermejo
- Carlos M Luna
- Carlos Pimentel
- Carmen Infante Dominguez
- Carolien van Netten
- Caroline Martins Rego
- Caroline Mudara
- Carolline Araujo
- Carrol Gamble
- Cassidy Codan
- Cassie Lawrence
- Catarina EspiÌrito Santo
- Catarina Pires
- Catarina Silva
- Catherine A Shaw
- Catherine Blier
- Catherine Chakveatze
- Catherine Chirouze
- Catherine L Hough
- Catherine Marquis
- Catherine Motherway
- Cecile Azoulay
- Cecilia Canepa
- Ceila Maria Sant Ana Malaque
- Celina Turchi Martelli
- CeÌcile Goujard
- CeÌcile Mear-Passard
- CeÌcile Tromeur
- CeÌcile Yelnik
- CeÌdric Joseph
- CeÌdric LaoueÌnan
- CeÌline Dorival
- CeÌline Ficko
- CeÌline Michelanglei
- CeÌsar Vieira
- Chamira Kodippily
- Chan Chee Eng
- Chantre Lima
- Charlene Da Silveira
- Charles Roberts
- Charline Vauchy
- Charlotte Charpentier
- Charlotte Salmon Gandonniere
- Charlotte Summers
- Chian Hui Yeoh
- Chiara Piubelli
- Chiara Robba
- Chiara Vitiello
- Chih-Hsien Wang
- Chika Akwani
- Christel Arnold-Day
- Christelle Delmas
- Christelle Paul
- Christelle Tual
- Christian Prebensen
- Christian Rabaud
- Christiana Kartsonaki
- Christl A Donnelly
- Christophe Fraser
- Christophe Rapp
- Christopher A Green
- Christy Kay
- Citarella Barbara Wanjiru
- Claire AndreÌjak
- Claire Kelly
- Claire Levy-Marchal
- Claire Roger
- Clara Mouton Perrot
- Clare Jackson
- Clark D Russell
- Claudia Bianco
- Claudia Figueiredo-Mello
- Claudia Milena Orozco-Chamorro
- Claudia Montes
- Claudia Sepulveda
- Claudina Cruz
- Claudine Badr
- Claudio Duarte Fonseca
- Cleide Barrigoto
- CleÌment Le Bihan
- Clotilde Allavena
- Coilin Smyth
- Colin McArthur
- Colin McCloskey
- Colleen Curran
- Coralie Tardivon
- Corine Delsing
- Cornelius Rau
- Cosimo Cristella
- Courtney Greene
- Cristina De Rose
- Cristinava Vajdovics
- Cynthia Braga
- Cyril Cadoz
- Cyril Le Bris
- Dafsah Juzar
- Dag Henrik Reikvam
- Daisuke Kasugai
- Dalia Lopez-Colon
- Damien Bouhour
- Dan Meyer
- Daniel Glikman
- Daniel Haber
- Daniel Herr
- Daniel Ivulich
- Daniel Munblit
- Daniel Perez
- Daniela Guerreiro
- Danielle Jaafar
- Danilo Buonsenso
- Danoy Chommanam
- Dario Sinatti
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- Sharma Keshav
- Shaun Thompson
- Shaunagh Browne
- Sheeba Hakak
- Sheila CaÌrcel
- Sherry McDermott
- Shiranee Sriskandan
- Shirin Tabrizi
- Shirley Sarfo-Mensah
- Shoban Raj Vasudayan
- Shona C Moore
- Sia Loong Tonnii
- Silje Bakken JĂžrgensen
- Silvia CastanÌeda
- Silvia Lourenco
- Sim Choon Ean
- SimaÌo Rodeia
- Simon Bessis
- Simon Forsyth
- Simon-Djamel Thiberville
- Simone Carelli
- Simone Piva
- Siobhan Casey
- Siobhan Egan
- Siri Goepel
- Siti Nurul Atikah Ahmad Ridzuan
- Siti Rohani Binti Mohd Yakop
- Siti Zubaidah Othman
- Sivanesen Anthonidass
- SiÌlvia Ferreira
- Smaragdi Kalomoiri
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Soizic Le Mestre
- Sommay Keomany
- Sonja Hjellegjerde Brunvoll
- Sophie Halpin
- Sophie Letrou
- Sophie Mahy
- Sophie O'Halloran
- Soulichanya Phoutthavong
- Sravya Pudota
- Sree Satyapriya
- Srinivas Murthy
- Stanislas Rebaudet
- Steffi Ryckaert
- Stella Huo
- Stephanie Nonas
- Stephanie Yerkovich
- Stephanie-Susanne Stecher
- Stephen R Knight
- Steve Webb
- SteÌphane Jaureguiberry
- SteÌphane Lasry
- SteÌphanie Cousse
- SteÌphanie Fry
- Stijn Van de Velde
- Stuart Houltham
- Su Hwan Lee
- Subbarao Elapavaluru
- Sudhir Krishnan
- Sue Smith
- Sue Willems
- Suhaila Abdul Wahab
- Sung-Min Cho
- Surain Raaj Thanga Thurai
- Suresh Kumar Chidambaram
- Surya Otto Wijaya
- Susana Cabral
- Susana Fernandes
- Susanne Dudman
- Suvintheran Thangavelu
- Suzanne Bennett
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
- Sylvain Diamantis
- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
- Synne Jenum
- Sze Kye Teoh
- T Eoin West
- Tae Song
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tawnya Ogston
- TaÌnia Sequeira
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- Tessa Broadley
- Thalha Rashan
- Tharmini Ravi
- Tharwat Aisa
- Thavamany Kaleesvran
- Thibault Chiarabini
- Thierry Carmoi
- Thierry Mazzoni
- Thomas Drake
- Thomas Flament
- Thomas Guimard
- Thomas Maitre
- Thomas Perpoint
- Thomas Staudinger
- Thushan de Silva
- Tiago Isidoro
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- Ting Soo Chow
- Tiphaine Goulenok
- Tirupakuzhi Vijayaraghavan Bharath Kumar
- Tjard Schermer
- Todd C Lee
- Tom Fletcher
- Tom Solomon
- Tomoyuki Endo
- Toni Duculan
- Tony Trapani
- Toshiki Yokoyama
- Touxiong Yiaye
- Tristan Gigante
- Trude Steinsvik
- Tze Vee Soh
- Tze Yuan Tee
- Umberto D'Alessandro
- Usuf Effua
- Vadim Tieroshyn
- Valentine Campana
- ValeÌrie Gaborieau
- ValeÌrie Garrait
- ValeÌrie Gissot
- Valla Sahraei
- Vanessa Sancho-Shimizu
- Vanessa Teotonio
- Vanina Meysonnier
- Vegard Skogen
- Ventzislava Petrov-Sanchez
- VeÌronique Lemee
- Vicente Souza-Dantas
- Victor Fomin
- Victoria Janes
- Victoria Manda
- Victoria Shaw
- 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
- ViÌctor QuiroÌs GonzaÌlez
- Vladislav Mihnovit
- Volkan Korten
- Wai Ching Sin
- Walter Picard
- Wei Han Hoh
- Wei Shen Lim
- Wendy S Barclay
- 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
Respiratory support in patients with severe COVID-19 in the International Severe Acute Respiratory and Emerging Infection (ISARIC) COVID-19 study: a prospective, multinational, observational study
- Author
- Abbas Ali
- Abdukahil Sheryl Ann
- Abe Ryuzo
- Abel Laurent
- Abreu Julia Rodriguez
- Absil Lara
- Acharya Subhash
- Acker Andrew
- AdriĂŁo Diana
- Ahmed Shakeel
- Ainscough Kate
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alegesan Senthilkumar
- Alegre Cynthia
- Alessi Marta
- Alex Beatrice
- Alexandre K. vin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Altaf Aneela
- Alves JoĂŁo
- Alves JoĂŁo Melo
- Alves Rita
- Amaral Maria
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart S. verine
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Argin G.
- Arlet Jean-BenoĂźt
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asensio Angel
- Asif Namra
- Asim Mohammad
- Assie Jean Baptiste
- Atif Minahel
- Atique Anika
- Attanyake A. M. Udara Lakshan
- Auchabie Johann
- Auger Christelle Chantalat
- Aumaitre Hugues
- Auvet Adrien
- Azemar LaurĂšne
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J. Kenneth
- Bak Erica
- Bakakos Agamemnon
- Bal Andriy
- Balan Valeria
- Balazote Pablo Serrano
- Banheiro Bruno Sarmento
- Bani-Sadr Firouzé
- Barbalho Renata
- Barclay Wendy S.
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia GarcĂa
- Bartoli Marie
- Baruch JoaquĂn
- Basmaci Romain
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- Beluze Marine
- Benech Nicolas
- Benkerrou Dehbia
- Bennett Suzanne
- Bento LuĂs
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- BermĂșdez Juan Luis Cruz
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bissuel François
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-H. lĂšne
- Bolze Pierre-Adrien
- Bompart François
- 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
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brickell Kathy
- Brien Fionnuala O.
- Browne Alex
- Browne Shaunagh
- Brusse-Keizer Marjolein
- Buchtele Nina
- Buesaquillo Christian
- Bugaeva Polina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O.
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- CamÔes João
- 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
- Carqueja InĂȘs
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- CascĂŁo Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
- Castanheira Nidyanara
- Castañeda Silvia
- Castor-Alexandre Guylaine
- CastrillĂłn Henry
- Castro Ivo
- Catarino Ana
- Catherine François-Xavier
- Cattaneo Paolo
- Cavalin Roberta
- Cavalli Giulio Giovanni
- Cavayas Alexandros
- Ceccato Adrian
- Cely Lina Morales
- Cervantes-Gonzalez Minerva
- Chair Anissa
- Chakveatze Catherine
- Chan Adrienne
- Chand Meera
- Chapplain Jean-Marc
- Chas Julie
- Chaudry Mobin
- Chen Anjellica
- Chen Yih-Sharng
- Cheng Matthew Pellan
- Cheret Antoine
- Chia Jack Song
- Chiarabini Thibault
- Chica Julian
- Chirouze Catherine
- Chiumello Davide
- Cho Sung-Min
- Choileain Orna Ni
- Cholley Bernard
- Chopin Marie-Charlotte
- Cidade Jose Pedro
- Citarella Barbara Wanjiru
- Ciullo Anna
- Clarke Emma
- Clarke Jennifer
- Clohisey Sara
- Cobb Perren J.
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Megan
- Colin Gwenhaël
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras SofĂa
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier Grégory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse Stéphanie
- Cregan Rachel
- Croonen Sabine
- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew J.
- Curley Ger
- Curlier Elodie
- Curran Colleen
- Custodio Paula
- CĂĄrcel Sheila
- da Silva Filipe Ana
- da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
- Dalton Heidi
- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A.
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa GuimarĂŁes
- de la Calle Guillermo Maestro
- de Loughry Gillian
- de Mendoza Diego
- de Montmollin Etienne
- de Oliveira França Rafael Freitas
- de Pinho Oliveira Ana Isabel
- de Rosa Rosanna
- de Silva Thushan
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- Debray Marie-Pierre
- DeCastro Nathalie
- Dechert William
- Deconninck Lauren
- Decours Romain
- Defous Eve
- Delacroix Isabelle
- Delaveuve Eric
- Delavigne Karen
- DellâAmore Andrea
- Delmas Christelle
- Delobel Pierre
- Delsing Corine
- Demonchy Elisa
- Denis Emmanuelle
- Deplanque Dominique
- Depuydt Pieter
- Descamps Diane
- Desvallées Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
- Dias André
- Diaz Juan Jose
- Diaz Priscila
- Diaz Rodrigo
- Didier K. vin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet J. rĂŽme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou F. lix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M.
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival C. line
- Douglas James Joshua
- Dournon Nathalie
- Dow Denisse Bazan
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dubee Vincent
- Dubos François
- Ducancelle Alexandre
- Dudman Susanne
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Duque Sara
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- DâAragon FrĂ©dĂ©rick
- DâOrtenzio Eric
- Echeverria-Villalobos Marco
- Egan Siobhan
- Eira Carla
- Elapavaluru Subbarao
- Elharrar Brigitte
- Ellerbroek Jacobien
- Eloy Philippine
- Elshazly Tarek
- Enderle Isabelle
- Endo Tomoyuki
- Engelmann Ilka
- Enouf Vincent
- Epaulard Olivier
- Escher Martina
- Esperatti Mariano
- Esperou H. lĂšne
- Esposito-Farese Marina
- EstevĂŁo JoĂŁo
- Etienne Manuel
- Ettalhaoui Nadia
- Everding Anna Greti
- Evers Mirjam
- Fabre Isabelle
- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
- Fareed Komal
- Faria Pedro
- Farooq Ahmed
- Fatoni Arie Zainul
- Faure Karine
- Favory Raphaël
- Fayed Mohamed
- Feely Niamh
- Feeney Laura
- Fernandes Jorge
- Fernandes MarĂlia Andreia
- Fernandes Susana
- Ferrand François-Xavier
- Ferraz M. rio
- Ferreira Benigno
- Ferreira Bernardo
- Ferreira Isabel
- Ferreira S. lvia
- Ferrer-Roca Ricard
- Ferriere Nicolas
- FerrĂŁo Joana
- Ficko C. line
- Figueiredo-Mello Claudia
- Fiorda Juan
- Flament Thomas
- Flateau Clara
- Fletcher Tom
- Florio Letizia Lucia
- Flynn Deirdre
- Foley Claire
- Foley Jean
- Fomin Victor
- Fonseca Claudio Duarte
- Fonseca Tatiana
- Fontela Patricia
- Forsyth Simon
- Foster Denise
- Foti Giuseppe
- Fourn Erwan
- Fowler Robert A.
- Fraher Marianne
- Franch-Llasat Diego
- Fraser Christophe
- Fraser John F.
- Freire Marcela Vieira
- French Craig
- Friedrich Caren
- Fry Stéphanie
- Fuentes Nora
- Fuentes Yuli V.
- Fukuda Masahiro
- Gaborieau Valérie
- Gaci Rostane
- Gagliardi Massimo
- Gagnard Jean-Charles
- Gagneux-Brunon Amandine
- GaiĂŁo S. rgio
- Gallagher Phil
- Gamble Carrol
- Gandonniere Charlotte Salmon
- Garan Arthur
- Garcia Rebekha
- Garcia-Gallo Esteban
- GarcĂȘs Rui Caetano
- GarcĂa Ruth N. Jorge
- Garimella Navya
- Garot Denis
- Garrait Valérie
- Gauli Basanta
- Gault Nathalie
- Gavin Aisling
- Gavrylov Anatoliy
- Gaymard Alexandre
- Gebauer Johannes
- Geraud Eva
- Germano Nuno
- Ghosn Jade
- Giani Marco
- Gibson Jess
- Gigante Tristan
- Gilg Morgane
- Gilroy Elaine
- Giordano Guillermo
- Girvan Michelle
- Gissot Valérie
- Glikman Daniel
- Glybochko Petr
- Gnall Eric
- Goco Geraldine
- Goehringer François
- Goepel Siri
- Goffard Jean-Christophe
- Golob Jonathan
- Gominet Marie
- Gonzalez Alicia
- GonzĂĄlez V. ctor QuirĂłs
- Gonçalves Bronner P.
- Gordon Patricia
- Gorenne Isabelle
- Goubert Laure
- Goujard C. cile
- Goulenok Tiphaine
- Grable Margarite
- Graf Jeronimo
- Grandin Edward Wilson
- Granerud Beathe Kiland
- Granier Pascal
- Grasselli Giacomo
- Green Christopher A.
- Greene Courtney
- Greenhalf William
- Greffe SegolĂšne
- Grieco Domenico Luca
- Griffee Matthew
- Griffiths Fiona
- Groenendijk Albert
- Gruner Heidi
- Gu Yusing
- Guedj J. rémie
- Guego Martin
- Guellec Dewi
- Guerguerian Anne-Marie
- Guerreiro Daniela
- Guery Romain
- Guillaumot Anne
- Guilleminault Laurent
- Guimard Thomas
- GĂłmez-Junyent Joan
- Haalboom Marieke
- Haber Daniel
- Habraken Hannah
- Hachemi Ali
- Hadri Nadir
- Haidri Fakhir
- Hakak Sheeba
- Hall Adam
- Hall Matthew
- Halpin Sophie
- Hameed Jawad
- Hamer Ansley
- Hamidfar Rebecca
- Hammond Terese
- Haniffa Rashan
- Hardwick Hayley
- Harrison Ewen M.
- Harrison Janet
- Harrison Samuel Bernard Ekow
- Hasan Mohd Shahnaz
- Hashmi Junaid
- Hashmi Madiha
- Hayat Muhammad
- Hayes Ailbhe
- Hays Leanne
- Heerman Jan
- Heggelund Lars
- Hendry Ross
- Hennessy Martina
- Hentzien Maxime
- Herreros José Miguel Cisneros
- Hershey Andrew
- Hesstvedt Liv
- Hidayah Astarini
- Higgins Dawn
- Higgins Eibhilin
- Higgins Rupert
- Hinchion Rita
- Hinton Samuel
- Hitoto Hikombo
- Ho Antonia
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holter Jan Cato
- Horby Peter
- Horcajada Juan Pablo
- Hoshino Koji
- Hoshino Kota
- Houas Ikram
- Hough Catherine L.
- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-S. bastien
- Humaid Felwa Bin
- Huo Stella
- Hurd Abby
- Hussain Iqbal
- Ibåñez-Prada Elsa D.
- Ijaz Samreen
- Ikram Arfan
- Illes Hajnal-Gabriela
- Imbert Patrick
- Imran Mohammad
- Imtiaz Aftab
- InĂĄcio Hugo
- Ippolito Mariachiara
- Isgett Sarah
- Isidoro Tiago
- Isnard Margaux
- Ivulich Daniel
- Iñiguez Jonathan Samuel Chåvez
- Jaafar Danielle
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Jamieson Nina
- Jaquet Pierre
- Jaud-Fischer Coline
- Jaureguiberry Stéphane
- Jego Florence
- Jenum Synne
- Jiménez Miguel Pedrera
- Joseph C. dric
- Joseph Mark
- Joshi Swosti
- Jourdain Mercé
- Jouvet Philippe
- Jung Anna
- Juzar Dafsah
- Kafif Ouifiya
- Kaguelidou Florentia
- Kali Sabina
- Kalomoiri Smaragdi
- Kandamby Darshana Hewa
- Kandel Chris
- Kanwal Darakhshan
- Kartsonaki Christiana
- Kataria Anant
- Katz Kevin
- Kay Christy
- Keane Hannah
- Keating SeĂĄn
- Kelly Andrea
- Kelly Aoife
- Kelly Claire
- Kelly Niamh
- Kelly Sadie
- Kelly Yvelynne
- Kelsey Maeve
- Kennon Kalynn
- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Khalid Imrana
- Khalid Osama
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Khan Quratul Ain
- Khan Rashid Nasim
- Khanal Sushil
- Khatak Abid
- Khawaja Amin
- Kho Michelle E.
- Khoo Saye
- Khoso Nasir
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kimmoun Antoine
- Kindgen-Milles Detlef
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R.
- Kobbe Robin
- Kodippily Chamira
- Koirala Sabin
- Kosgei Caroline
- Kpangon ArsĂšne
- Krawczyk Karolina
- Kruglova Oksana
- Kumar Deepali
- Kumar Mukesh
- Kuriakose Dinesh
- Kurtzman Ethan
- Kutsogiannis Demetrios
- Kutsyna Galyna
- Kyriakoulis Konstantinos
- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lakhey Sanjay
- Lalueza Antonio
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- Laouénan C. dric
- Laribi Samira
- Lariviere Delphine
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- Oliveira Larissa
- Olliaro Piero L.
- Ong David S. Y.
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- Payen Jean-François
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
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- Perpoint Thomas
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- Ponscarme Diane
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
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- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- Pulicken Mathew
- Purcell Gregory
- Puéchal Oriane
- PĂłvoas Diana
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaud Christian
- Rabindrarajan Ebenezer
- Rafael Aldo
- Rafiq Marie
- Rahutullah Arsalan
- Rainieri Fernando
- Ramachandran Pratheema
- Ramakrishnan Nagarajan
- Ramalho José
- Rammaert Blandine
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- Rana Asim
- Rangappa Rajavardhan
- Ranjan Ritika
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
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- Rasmin Menaldi
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- Rebaudet Stanislas
- Redl Sarah
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- Rossignol Patrick
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- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
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- Satyawati Rumaisah
- Saviciute Egle
- Schaffer Justin
- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
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- Schwameis Michael
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvanayagam Jaganathan
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm G.
- Senneville Eric
- Sequeira Filipa
- Sequeira T. nia
- Shadowitz Ellen
- Shah Naseem Ali
- Shamsah Mohammad
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Sheharyar Ashraf
- Shetty Rajesh Mohan
- Shi Haixia
- Shiekh Mohiuddin
- Shimizu Keiki
- Shrapnel Sally
- Shrestha Pramesh Sundar
- Shrestha Shubha Kalyan
- Shukeri Wan Fadzlina Wan Muhd
- Shum Hoi Ping
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- Siddiqui Atif
- Sigfrid Louise
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- Singh Punam
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- Smyth Michelle
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- Staudinger Thomas
- Stecher Stephanie-Susanne
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Suen Gabriel
- Suen Jacky Y.
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
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- Svistunov Andrey
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tanaka Hiroyuki
- Taqdees Huda
- Taqi Arshad
- Tardivon Coralie
- Tattevin Pierre
- Taufik M. Azhari
- Tawfik Hassan
- Tedder Richard S.
- Teixeira JoĂŁo
- Tejada Sofia
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- Terpstra Pleun
- Terrier Olivier
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- Tessier-Grenier Hubert
- Tey Adrian
- Thakur Anand
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill BenoĂźt
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thwaites Ryan S.
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S.
- Timsit Jean-François
- Tissot Noémie
- Toki Maria
- Tonby Kristian
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Treoux Théo
- Tromeur C. cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turmel Jean-Marie
- Turtle Lance C. W.
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udayanga P. G. Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores LuĂs
- Valran Amélie
- van de Velde Stijn
- van den Berge Marcel
- van der Palen Job
- van der Valk Paul
- van der Vekens Nicky
- van der Voort Peter
- van der Werf Sylvie
- van Gulik Laura
- van Hattem Jarne
- van Netten Carolien
- van Veen Ilonka
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Vasconcelos Malte Kohns
- Vauchy Charline
- Vecham Pavan Kumar
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal José Ernesto
- Vieira C. sar
- Vijayan Deepak
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Vijayaraghavan Bharath Kumar Tirupakuzhi
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Weil Katharina
- Wesselius Sanne
- West T. Eoin
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Suzette
- Williams Virginie
- Wils Evert-Jan
- Wong Calvin
- Xynogalas Ioannis
- Yamazaki Masaki
- Yazdanpanah Yazdan
- Yelnik C. cile
- Yerkovich Stephanie
- Yiu Ng Wing
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Yuliarto Saptadi
- Zaaqoq Akram
- Zabbe Marion
- Zahran Maram
- Zambon Maria
- Zanella Alberto
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/12/2022
- Field of study
Background: Up to 30% of hospitalised patients with COVID-19 require advanced respiratory support, including high-flow nasal cannulas (HFNC), non-invasive mechanical ventilation (NIV), or invasive mechanical ventilation (IMV). We aimed to describe the clinical characteristics, outcomes and risk factors for failing non-invasive respiratory support in patients treated with severe COVID-19 during the first two years of the pandemic in high-income countries (HICs) and low middle-income countries (LMICs). Methods: This is a multinational, multicentre, prospective cohort study embedded in the ISARIC-WHO COVID-19 Clinical Characterisation Protocol. Patients with laboratory-confirmed SARS-CoV-2 infection who required hospital admission were recruited prospectively. Patients treated with HFNC, NIV, or IMV within the first 24Â h of hospital admission were included in this study. Descriptive statistics, random forest, and logistic regression analyses were used to describe clinical characteristics and compare clinical outcomes among patients treated with the different types of advanced respiratory support. Results: A total of 66,565 patients were included in this study. Overall, 82.6% of patients were treated in HIC, and 40.6% were admitted to the hospital during the first pandemic wave. During the first 24Â h after hospital admission, patients in HICs were more frequently treated with HFNC (48.0%), followed by NIV (38.6%) and IMV (13.4%). In contrast, patients admitted in lower- and middle-income countries (LMICs) were less frequently treated with HFNC (16.1%) and the majority received IMV (59.1%). The failure rate of non-invasive respiratory support (i.e. HFNC or NIV) was 15.5%, of which 71.2% were from HIC and 28.8% from LMIC. The variables most strongly associated with non-invasive ventilation failure, defined as progression to IMV, were high leukocyte counts at hospital admission (OR [95%CI]; 5.86 [4.83â7.10]), treatment in an LMIC (OR [95%CI]; 2.04 [1.97â2.11]), and tachypnoea at hospital admission (OR [95%CI]; 1.16 [1.14â1.18]). Patients who failed HFNC/NIV had a higher 28-day fatality ratio (OR [95%CI]; 1.27 [1.25â1.30]). Conclusions: In the present international cohort, the most frequently used advanced respiratory support was the HFNC. However, IMV was used more often in LMIC. Higher leucocyte count, tachypnoea, and treatment in LMIC were risk factors for HFNC/NIV failure. HFNC/NIV failure was related to worse clinical outcomes, such as 28-day mortality. Trial registration This is a prospective observational study; therefore, no health care interventions were applied to participants, and trial registration is not applicable
Thrombotic and hemorrhagic complications of COVID-19 in adults hospitalized in high-income countries compared with those in adults hospitalized in low- and middle-income countries in an international registry
- Author
- Abdukahil Sheryl Ann
- Abdulkadir Nurul Najmee
- Abe Ryuzo
- Abel Laurent
- Abrous Amal
- Absil Lara
- Acker Andrew
- Adam Elisabeth
- AdriĂŁo Diana
- Ahmed Shakeel
- Ainscough Kate
- Aisa Tharwat
- Akimoto Takako
- Akmal Ernita
- Akwani Chika
- Al Ageel Saleh
- Al Qasim Eman
- Al-dabbous Tala
- Al-Fares Abdulrahman
- Alalqam Razi
- Alberti Angela
- Alegesan Senthilkumar
- Alessi Marta
- Alex Beatrice
- Alexander Peta MA
- Alexandre KĂ©vin
- Alfoudri Huda
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves JoĂŁo
- Alves JoĂŁo Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ampaw Phoebe
- Andini Roberto
- Andréjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart SĂ©verine
- Anthonidass Sivanesen
- Antonelli Massimo
- Apriyana Ardiyan
- Arabi Yaseen
- Aragao Irene
- Arancibia Francisco
- Araujo Carolline
- Arcadipane Antonio
- Archambault Patrick
- Arenz Lukas
- Arlet Jean-BenoĂźt
- Arnold-Day Christel
- Arora Lovkesh
- Arora Rakesh
- Artaud-Macari Elise
- Aryal Diptesh
- Asensio Angel
- Ashraf Muhammad
- Assie Jean Baptiste
- Asyraf Amirul
- Atif Minahel
- Atikah Ahmad Ridzuan Siti Nurul
- Atique Anika
- Auchabie Johann
- Aumaitre Hugues
- Auvet Adrien
- Ayadi Kamaluddin Muhammad Aisar
- Azemar LaurĂšne
- Azoulay Cecile
- Bach Benjamin
- Bachelet Delphine
- Badr Claudine
- Baig Nadia
- Baillie J Kenneth
- Bak Erica
- Bakakos Agamemnon
- Bakar Nazreen Abu
- Bal Andriy
- Balakrishnan Mohanaprasanth
- Balan Valeria
- Balazote Pablo Serrano
- Bani-Sadr Firouzé
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Barrio Noelia GarcĂa
- Bartoli Marie
- Baruch JoaquĂn
- Basmaci Romain
- Basri Muhammad Fadhli Hassin
- Bassi Gianluigi Li
- Battaglini Denise
- Bauer Jules
- Beane Abigail
- Bedossa Alexandra
- Begum Husna
- Behilill Sylvie
- Beishuizen Albertus
- Bekken Gry Kloumann
- Beljantsev Aleksandr
- Bellemare David
- Beltrame Anna
- BeltrĂŁo Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Benny Binny
- Bento LuĂs
- Berdal Jan-Erik
- Bergeaud Delphine
- Bergin Hazel
- Bermejo Carlos Lumbreras
- Bertoli Giulia
- Bertolino Lorenzo
- Bessis Simon
- Bevilcaqua Sybille
- Bezulier Karine
- Bhatt Amar
- Bhavsar Krishna
- Bianco Claudia
- Bidin Farah Nadiah
- Binti Mohd Yakop Siti Rohani
- Binti Zaidan Nor Zaila
- Bisoffi Zeno
- Bissuel François
- Bitker Laurent
- Bitton Jonathan
- Blanco-Schweizer Pablo
- Blier Catherine
- Bloos Frank
- Blot Mathieu
- Blumberg Lucille
- Boccia Filomena
- Bodenes Laetitia
- Bogaert Debby
- Boivin Anne-HĂ©lĂšne
- Bolaños Isabela
- Bolze Pierre-Adrien
- Bompart François
- Borges Diogo
- Borie Raphaël
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller KĂ©vin
- Bouillet Laurence
- Bouisse Camile
- Boureau Anne-Sophie
- Bourke John
- Bouscambert Maude
- Bousquet Aurore
- Bouziotis Jason
- Boxma Bianca
- Boyer-Besseyre Marielle
- Boylan Maria
- Bozza Fernando Augusto
- Bozza Patricia T
- Braconnier Axelle
- Braga Cynthia
- Brandenburger Timo
- Brazzi Luca
- Breen Dorothy
- Breen Patrick
- Brewster David
- Brickell Kathy
- Brien Fionnuala O
- Browne Alex
- Browne Shaunagh
- Brozzi Nicolas
- Brusse-Keizer Marjolein
- Bryda Petra
- Buchtele Nina
- Buisson Marielle
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G
- Cabie André
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O
- Calligy Kate
- Calvache Jose Andres
- Campana Valentine
- Campbell Paul
- Campisi Josie
- CamÔes João
- 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
- Carqueja InĂȘs
- Carret Marie-Christine
- Carrier François Martin
- Carroll Ida
- Carson Gail
- Casanova Maire-Laure
- CascĂŁo Mariana
- Casey Siobhan
- Casimiro José
- Cassandra Bailey
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- Dantas Jorge
- de Brito Carlos Alexandre Antunes
- de Castro Maisa GuimarĂŁes
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- Everding Anna Greti
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- Fahy Arabella
- Fairfield Cameron J
- Fanning Jonathon P
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- Fowler Robert A
- Fraher Marianne
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- Fraser Christophe
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- Griffee Matthew
- Griffee Matthew J
- Griffiths Fiona
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- Groenendijk Albert
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- Loschner Anthony L
- Loubet Paul
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- Lucet Jean-Christophe
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- Mahieu Rafael
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- Maia Ana Raquel
- Maier Lars S
- Maillet MylĂšne
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- Maltez Fernando
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- McElroy Aine
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- McEvoy Natalie
- McGeer Allison
- McKay Chris
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- McLean Kenneth A
- McNally Paul
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- Mechlin Maggie
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- Mercier Emmanuelle
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- Merckx Antoine
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- Merson Laura
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- Meynert Alison M
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- Ohshimo Shinichiro
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- Ong David SY
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- Paul Christelle
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- Payen Jean-François
- Peake Sandra L
- Peariasamy Kalaiarasu
- Peek Giles J
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- Powis Jeff
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- Preiser Jean-Charles
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- Pritchard Mark G
- Proença Lucia
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- Rios Ana L
- Rishu Asgar
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- Risso Karine
- Rizer Nicholas
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- Robineau Olivier
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- Schwameis Michael
- Scicluna Brendan
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- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvarajoo Mageswari
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm G
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
- Sequeira Filipa
- Sequeira TĂąnia
- Shadowitz Ellen
- Shahidan Syamin Asyraf
- Shamsah Mohammad
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A
- Shaw Victoria
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- Shi Haixia
- Shime Nobuaki
- Shimizu Keiki
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- Shum Hoi Ping
- Siang Ng Yong
- Sibiude Jeanne
- Siddiqui Atif
- Sigfrid Louise
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- Silva Maria Joao
- Silva Rogério
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- Singh Budha Charan
- Singh Moirangthem Bikram
- Singh Punam
- Sitompul Pompini Agustina
- Sivam Karisha
- Skeie Linda Gail
- Skogen Vegard
- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
- Snacken Morgane
- So Dominic
- Sobrino José Luis Bernal
- Soh Tze Vee
- Solomon Joshua
- Solomon Tom
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- Sonntagbauer Michael
- Soom Azlan Mat
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- Sousa Ana Chora
- Sousa Marta
- Souza-Dantas Vicente
- Sperry Alexandra
- Spinuzza Elisabetta
- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Steinsvik Trude
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Su Richa
- Suen Gabriel
- Suen Jacky Y
- Sukumar Prasanth
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- SurovcovĂĄ Magdalena
- Sweeney Lisa Mc
- Syahrin Sarah
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Taleb Sara
- Talsma Jelmer
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Yan Chyi
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tardivon Coralie
- Tattevin Pierre
- Taufik M Azhari
- Tawfik Hassan
- Tedder Richard S
- Tee Tze Yuan
- Teixeira JoĂŁo
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
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- Thiberville Simon-Djamel
- Thill BenoĂźt
- Thirumanickam Jananee
- Thompson Shaun
- Thomson David
- Thomson Emma C
- Thorpe Mathew
- Thwaites Ryan S
- Tierney Paul
- Tieroshyn Vadim
- Timsit Jean-François
- Tissot Noémie
- Toal Fiona
- Toki Maria
- Tonby Kristian
- Tonnii Sia Loong
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Trioux Théo
- Tromeur CĂ©cile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F
- Turmel Jean-Marie
- Turtle Lance CW
- Tveita Anders
- Twardowski Pawel
- Téoulé François
- Uchiyama Makoto
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M
- Vajdovics Cristinava
- Val-Flores LuĂs
- Valran Amélie
- Van de Velde Stijn
- van den Berge Marcel
- Van der Feltz Machteld
- van der Palen Job
- van der Valk Paul
- Van Der Vekens Nicky
- Van der Voort Peter
- Van Der Werf Sylvie
- van Gulik Laura
- Van Hattem Jarne
- van Netten Carolien
- van Someren Gréve Frank
- van Veen Ilonka
- Van Willigen Hugo
- Vanel Noémie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veeran Shaminee
- Veislinger Aurélie
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vidal José Ernesto
- Vieira CĂ©sar
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vonkeman Harald
- Vuotto Fanny
- Wahab Noor Hidayu
- Wahab Suhaila Abdul
- Wahid Nadirah Abdul
- Wainstein Marina
- Walsh Laura
- Wang Chih-Hsien
- Webb Steve
- Wei Jia
- Weil Katharina
- Wen Tan Pei
- Wesselius Sanne
- Wham Murray
- Whelan Bryan
- White Nicole
- Wicky Paul Henri
- Wiedemann Aurélie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Bailey
- Williams Patricia J
- Williams Virginie
- Wils Evert-Jan
- Wittman Jessica
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Yew Sing
- Xian Gan Ee
- Xian Lim Saio
- Xynogalas Ioannis
- Yamazaki Masaki
- Yang Toh Jordan Zhien
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik CĂ©cile
- Yeoh Chian Hui
- Yerkovich Stephanie
- Yokoyama Toshiki
- Yonis Hodane
- Yousif Obada
- Zaaqoq Akram
- Zabbe Marion
- Zacharowski Kai
- Zahid Masliza
- Zahran Maram
- Zambon Maria
- Zambrano Miguel
- Zanella Alberto
- Zaynah Nurul
- Zayyad Hiba
- Zoufaly Alexander
- Zucman David
- Publication venue
- Elsevier BV
- Publication date
- 30/06/2023
- Field of study
Background: COVID-19 has been associated with a broad range of thromboembolic, ischemic, and hemorrhagic complications (coagulopathy complications). Most studies have focused on patients with severe disease from high-income countries (HICs). Objectives: The main aims were to compare the frequency of coagulopathy complications in developing countries (low- and middle-income countries [LMICs]) with those in HICs, delineate the frequency across a range of treatment levels, and determine associations with in-hospital mortality. Methods: Adult patients enrolled in an observational, multinational registry, the International Severe Acute Respiratory and Emerging Infections COVID-19 study, between January 1, 2020, and September 15, 2021, met inclusion criteria, including admission to a hospital for laboratory-confirmed, acute COVID-19 and data on complications and survival. The advanced-treatment cohort received care, such as admission to the intensive care unit, mechanical ventilation, or inotropes or vasopressors; the basic-treatment cohort did not receive any of these interventions. Results: The study population included 495,682 patients from 52 countries, with 63% from LMICs and 85% in the basic treatment cohort. The frequency of coagulopathy complications was higher in HICs (0.76%-3.4%) than in LMICs (0.09%-1.22%). Complications were more frequent in the advanced-treatment cohort than in the basic-treatment cohort. Coagulopathy complications were associated with increased in-hospital mortality (odds ratio, 1.58; 95% CI, 1.52-1.64). The increased mortality associated with these complications was higher in LMICs (58.5%) than in HICs (35.4%). After controlling for coagulopathy complications, treatment intensity, and multiple other factors, the mortality was higher among patients in LMICs than among patients in HICs (odds ratio, 1.45; 95% CI, 1.39-1.51). Conclusion: In a large, international registry of patients hospitalized for COVID-19, coagulopathy complications were more frequent in HICs than in LMICs (developing countries). Increased mortality associated with coagulopathy complications was of a greater magnitude among patients in LMICs. Additional research is needed regarding timely diagnosis of and intervention for coagulation derangements associated with COVID-19, particularly for limited-resource settings
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
- AdriaÌo 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 KeÌvin
- Alfoudri Huda
- Ali Adam
- Ali Imran
- Alidjnou Kazali Enagnon
- Aliudin Jeffrey
- Alkhafajee Qabas
- Allavena Clotilde
- Allou Nathalie
- Alves JoaÌo
- Alves JoaÌo Melo
- Alves Rita
- Amaral Maria
- Amira Nur
- Ammerlaan Heidi
- Ampaw Phoebe
- Andini Roberto
- AndreÌjak Claire
- Angheben Andrea
- Angoulvant François
- Ansart SeÌverine
- 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-BenoiÌt
- 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 LaureÌne
- 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 FirouzeÌ
- Barbalho Renata
- Barbosa Nicholas Yuri
- Barclay Wendy S.
- Barnett Saef Umar
- Barnikel Michaela
- Barrasa Helena
- Barrelet Audrey
- Barrigoto Cleide
- Bartoli Marie
- Baruch JoaquiÌn
- 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
- BeltraÌo Beatriz Amorim
- Beluze Marine
- Benech Nicolas
- Benjiman Lionel Eric
- Benkerrou Dehbia
- Bennett Suzanne
- Bento LuiÌs
- 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 CleÌment 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-HeÌleÌne
- BolanÌos Isabela
- Bolze Pierre-Adrien
- Bompart François
- Bonelli Patrizia
- Bonfasius Aurelius
- Borges Diogo
- Borie RaphaeÌl
- Bosse Hans Martin
- Botelho-Nevers Elisabeth
- Bouadma Lila
- Bouchaud Olivier
- Bouchez Sabelline
- Bouhmani Dounia
- Bouhour Damien
- Bouiller KeÌvin
- 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
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- Buonsenso Danilo
- Burhan Erlina
- Burrell Aidan
- Bustos Ingrid G.
- Butnaru Denis
- Cabie AndreÌ
- Cabral Susana
- Cabrita Joana Alves
- Caceres Eder
- Cadoz Cyril
- Callaghan Annmarie O
- Callahan Mia
- Calligy Kate
- Calvache Jose Andres
- Caminiti Caterina
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- Carvalho Leonor
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- CascaÌo Mariana
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- Cattaneo Paolo
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- CaÌrcel 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 LeÌo
- 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
- Clarke Emma
- Clarke Jennifer
- Clifton Lei
- Clohisey Sara
- Codan Cassidy
- Cody Caitriona
- Coelho Alexandra
- Coles Jennifer
- Coles Megan
- Colin GwenhaeÌl
- Collins Michael
- Colombo Sebastiano Maria
- Combs Pamela
- Connor Marie
- Conrad Anne
- Contreras SofiÌa
- Conway Elaine
- Cooke Graham S.
- Copland Mary
- Cordel Hugues
- Corley Amanda
- Cornelis Sabine
- Cornet Alexander Daniel
- Corpuz Arianne Joy
- Cortegiani Andrea
- Corvaisier GreÌgory
- Costigan Emma
- Couffignal Camille
- Couffin-Cadiergues Sandrine
- Courtois Roxane
- Cousse SteÌphanie
- Cregan Rachel
- Cristella Cosimo
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- Crowl Gloria
- Crump Jonathan
- Cruz Claudina
- Csete Marc
- Cullen Ailbhe
- Cummings Matthew
- Curley Ger
- Curlier Elodie
- Curran Colleen
- Curto Elena Gallego
- Custodio Paula
- D'Aragon FreÌdeÌrick
- D'Orleans Charles Crepy
- D'Ortenzio Eric
- da Silva Filipe Ana
- Da Silva Fernanda Dias
- Da Silveira Charlene
- Dabaliz Al-Awwab
- Dagens Andrew
- Dahly Darren
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- Dalton Jo
- Daly Seamus
- Damas Juliana
- Daneman Nick
- Daniel Corinne
- Dankwa Emmanuelle A
- Dantas Jorge
- Darshana B. P. Sanka Ruwan Sri
- de Brito Carlos Alexandre Antunes
- de Castro Maisa GuimaraÌes
- de Jong Menno
- 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 Rose Cristina
- de Silva Thushan
- de Velde Stijn Van
- de Vries Peter
- Deacon Jillian
- Dean David
- Debard Alexa
- 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
- DesvalleÌes Mathilde
- Devouge Eglantine Ferrand
- Dewayanti Santi
- Dhanger Pathik
- Diallo Alpha
- Diamantis Sylvain
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- Diaz Juan Jose
- Diaz Priscila
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- Didier KeÌvin
- Diehl Jean-Luc
- Dieperink Wim
- Dimet JeÌroÌme
- Dinot Vincent
- Diop Fara
- Diouf Alphonsine
- Dishon Yael
- Djossou FeÌlix
- Docherty Annemarie B.
- Doherty Helen
- Dominguez Carmen Infante
- Dondorp Arjen M
- Dong Andy
- Donnelly Christl A.
- Donnelly Maria
- Donohue Chloe
- Donohue Sean
- Donohue Yoann
- Doran Peter
- Dorival CeÌline
- Douangdala Phouvieng
- Douglas James Joshua
- Douma Renee
- Dournon Nathalie
- Dow Denisse Bazan
- Downer Triona
- Downey Joanne
- Downing Mark
- Drake Tom
- Driscoll Aoife
- Dryden Murray
- Dubee Vincent
- Dubos François
- Dubot-PeÌreÌs Audrey
- Ducancelle Alexandre
- Duculan Toni
- Dudman Susanne
- Duggal Abhijit
- Dunand Paul
- Dunning Jake
- Duplaix Mathilde
- Durante-Mangoni Emanuele
- Durham Lucian
- Dussol Bertrand
- Duthoit Juliette
- Duval Xavier
- Dyrhol-Riise Anne Margarita
- Ean Sim Choon
- Echeverria-Villalobos Marco
- Economopoulos Giorgio
- Egan Siobhan
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- Fabre Marc
- Faheem Amna
- Fahy Arabella
- Fairfield Cameron J.
- Fakar Zul
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- Faria Pedro
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- Hamers Raph L.
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- Ho Antonia
- Ho Yi Bin
- Hoctin Alexandre
- Hoffmann Isabelle
- Hoh Wei Han
- Hoiting Oscar
- Holt Rebecca
- Holten Aleksander Rygh
- Holter Jan Cato
- Horby Peter
- Horcajada Juan Pablo
- Hoshino Koji
- Hoshino Kota
- Houas Ikram
- Hough Catherine L.
- Houltham Stuart
- Hssain Ali Ait
- Hsu Jimmy Ming-Yang
- Hulot Jean-SeÌbastien
- Humaid Felwa Bin
- Huo Stella
- Hurd Abby
- Ijaz Samreen
- Ikram M. Arfan
- Illana Carlos CanÌada
- Illes Hajnal-Gabriela
- Imbert Patrick
- InaÌcio Hugo
- Ing Yun Sii
- InÌiguez Jonathan Samuel ChaÌvez
- Iosifidis Elias
- Ippolito Mariachiara
- Irawany Vera
- Isgett Sarah
- Isidoro Tiago
- Ismail Nadiah
- Isnard Margaux
- Itai Junji
- Ito Asami
- Ivulich Daniel
- Jaafar Danielle
- Jaafoura Salma
- Jabot Julien
- Jackson Clare
- Jamieson Nina
- Janes Victoria
- Jaquet Pierre
- Jassat Waasila
- Jaud-Fischer Coline
- Jaureguiberry SteÌphane
- Javidfar Jeffrey
- Jaworsky Denise
- Jego Florence
- Jelani Anilawati Mat
- Jenum Synne
- Jimbo-Sotomayor Ruth
- Jimenez Juan Fernado Masa
- Joe Ong Yiaw
- Joseph CeÌdric
- Joseph Mark
- Joshi Swosti
- Jourdain MerceÌ
- Jouvet Philippe
- Jung Anna
- Jung Hanna
- Juzar Dafsah
- Kafif Ouifiya
- Kaguelidou Florentia
- Kaisbain Neerusha
- Kaleesvran Thavamany
- Kali Sabina
- Kalicinska Alina
- Kalomoiri Smaragdi
- Kamaluddin Muhammad Aisar Ayadi
- Kamaruddin Zul Amali Che
- Kamarudin Mohd Nazlin Bin
- Kamarudin Nadiah
- Kandamby Darshana Hewa
- Kandel Chris
- Kang Kong Yeow
- Karpayah Pratap
- Karsies Todd
- Kartsonaki Christiana
- Kartsonaki Christiana
- Kasugai Daisuke
- Kataria Anant
- Katz Kevin
- Kaur Aasmine
- Kay Christy
- Keane Hannah
- Keating SeaÌn
- Kedia Pulak
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- Kelly Claire
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- Kelly Sadie
- Kelly Yvelynne
- Kelsey Maeve
- Kennedy Ryan
- Kennon Kalynn
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- Kernan Maeve
- Kerroumi Younes
- Keshav Sharma
- Kestelyn Evelyne
- Khalid Imrana
- Khalil Antoine
- Khan Coralie
- Khan Irfan
- Kherajani Krish
- Kho Michelle E
- Khoo Denisa
- Khoo Ryan
- Khoo Saye
- Kiat Khor How
- Kida Yuri
- Kiiza Peter
- Kildal Anders Benjamin
- Kim Jae Burm
- Kimmoun Antoine
- Kindgen-Milles Detlef
- King Alexander
- Kitamura Nobuya
- Klenerman Paul
- Klont Rob
- Knight Stephen R
- Kobbe Robin
- Kodippily Chamira
- Komatsu Mamoru
- Korten ISARIC Collaborator
- Kosgei Caroline
- Kpangon ArseÌne
- Krawczyk Karolina
- Krishnan Sudhir
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- Kumar Deepali
- Kumar Ganesh
- Kuriakose Dinesh
- Kurtzman Ethan
- Kusumastuti Neurinda Permata
- Kutsogiannis Demetrios
- Kutsyna Galyna
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- L'Her Erwan
- Lachatre Marie
- Lacoste Marie
- Laffey John G.
- Lafhej Nadhem
- Lagrange Marie
- Laine Fabrice
- Lairez Olivier
- Lambert Marc
- Lamontagne François
- Langelot-Richard Marie
- Langlois Vincent
- Lantang Eka Yudha
- Lanza Marina
- LaoueÌnan CeÌdric
- Laribi Samira
- Lariviere Delphine
- Lasry SteÌphane
- Lath Sakshi
- Launay Odile
- Laureillard Didier
- Lavie-Badie Yoan
- Law Andrew
- Lawrence Cassie
- Lawrence Teresa
- Le Minh
- Leal Ema
- Leathlobhair Niamh Ni
- Lee Biing Horng
- Lee Heng Gee
- Lee James
- Lee Jennifer
- Lee Su Hwan
- Lee Todd C.
- Lee Yi Lin
- Leeming Gary
- Lefebvre BeÌneÌdicte
- Lefebvre Laurent
- LefeÌvre Benjamin
- LeGac Sylvie
- Lelievre Jean-Daniel
- Lellouche François
- Lemaignen Adrien
- Lemee VeÌronique
- Lemeur Anthony
- Lemmink Gretchen
- Lene Ha Sha
- Lennon Jenny
- Leone Marc
- Leone Michela
- LeoÌn Rafael
- Lescure François-Xavier
- Lesens Olivier
- Lesouhaitier Mathieu
- Lester-Grant Amy
- Letizia Andrew
- Letrou Sophie
- Levy Bruno
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- Levy-Marchal Claire
- Lewandowska Katarzyna
- Liang Janet
- Liegeon Geoffrey
- Lim Kah Chuan
- Lim Wei Shen
- Lima Chantre
- Lina Bruno
- Lina Lim
- Lind Andreas
- Lingad Maja Katherine
- Lingas Guillaume
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- Lissauer Samantha
- Liu Keibun
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- Lolong Navy
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- Lopes Diogo
- Lopez-Colon Dalia
- Lopez-Revilla Jose W.
- Lordemann Anja Grosse
- Loschner Anthony L.
- Loubet Paul
- Loufti Bouchra
- Louis Guillame
- Lourenco Silvia
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- Low Lee Lee
- Lowik Marije
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- Lucet Jean Christophe
- Luna Carlos M.
- Lungu Olguta
- Luong Liem
- Luque Nestor
- Luton Dominique
- Lwin Nilar
- Lyons Ruth
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- Machado Sara
- Macheda Gabriel
- Madiha Hashmi
- Maglietta Giuseppe
- Mahieu Rafael
- Mahy Sophie
- Maia Ana Raquel
- Maier Lars S.
- Maillet MyleÌne
- Maitre Thomas
- Majori Maria
- Malaque Ceila Maria SantâAna
- Malfertheiner Maximilian
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- Maltez Fernando
- Malvy Denis
- Mammi Patrizia
- Manda Victoria
- Mandei Jose M.
- Mandelbrot Laurent
- Manetta Frank
- Mankikian Julie
- Manning Edmund
- Manuel Aldric
- MareÌchal Marion Le
- Marino Daniel
- Marino FlaÌvio
- Markowicz Samuel
- Marques Ana
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- Marsh Brian
- Marshal Megan
- Marshall John
- Martelli Celina Turchi
- Martin Dori-Ann
- Martin Emily
- Martin-Blondel Guillaume
- Martin-Loeches Ignacio
- Martinez F. Eduardo
- Martinot Martin
- Martins Ana
- Martins JoaÌo
- Martins Nuno
- MartiÌn-Quiros Alejandro
- Martucci Gennaro
- Martynenko Olga
- Marwali Eva Miranda
- Marzukie Marsilla
- Maslove David
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- McCanny Peter
- McCarthy Aine
- McCarthy Anne
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- McConnochie Rachael
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- McDonald Sarah E.
- McElroy Aine
- McElwee Samuel
- McEneany Victoria
- McEvoy Natalie
- McGeer Allison
- McKay Chris
- McKeown Johnny
- McLean Kenneth A.
- McNally Paul
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- Meaney Edel
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- Mehkri Omar
- Mele Ferruccio
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- Menon Kusum
- MentreÌ France
- Mentzer Alexander J.
- Mercier Emmanuelle
- Mercier NoeÌmie
- Merckx Antoine
- Mergeay-Fabre Mayka
- Mergler Blake
- Merson Laura
- Merson Laura
- Meschi Tiziana
- Mesinovic Munib
- Mesquita AntoÌnio
- Mestre Soizic Le
- Meta Roberta
- Metwally Osama
- Meybeck AgneÌs
- Meyer Dan
- Meynert Alison M.
- Meysonnier Vanina
- Meziane Amina
- Mezidi Mehdi
- Michelanglei CeÌline
- Michelet Isabelle
- Mihelis Efstathia
- Mihnovit Vladislav
- Miller Jennene
- Miranda-Maldonado Hugo
- Misnan Nor Arisah
- Moal GwenaeÌl Le
- Mohamed Nik Nur Eliza
- Mohamed Tahira Jamal
- Mohammed Nassima Si
- Mohd-Hanafiah Farah Nadia
- Moin Asma
- Moing Vincent Le
- Molinos Elena
- Molloy Brenda
- Mone Mary
- Monteiro Agostinho
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- Montes Claudia
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- Moore Sarah
- Moore Shona C.
- Morlaes Louis Gerbaud
- Moro Lucia
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- Musaab Himed
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- Muyandy Gugapriyaa
- MuÌller Fredrik
- MuÌller Karl Erik
- Myrodia Dimitra Melia
- Nagard HerveÌ Le
- Nagpal Dave
- Nagrebetsky Alex
- Narasimhan Mangala
- Narayanan Nageswaran
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- Neant NadeÌge
- Neb Holger
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- Nekliudov Nikita
- Nelwan Erni
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- Netten Carolien van
- Neumann Emily
- Ng Pauline Yeung
- Nghi Anthony
- Nguyen Duc
- Nichol Alistair D
- Nitayavardhana Prompak
- Nonas Stephanie
- Noordin Nurul Amani Mohd
- Nor Basri Mat
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- North Anita
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- Noursadeghi Mahdad
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- Nowinski Adam
- Nseir Saad
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- Nunez Jose I
- NunÌez Maria Angelica Rivera
- Nurnaningsih Nurnaningsih
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- O'Callaghan Annmarie
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- O'Hearn Katie
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- Oh Tak-Hyuk
- Ohshimo Shinichiro
- Oldakowska Agnieszka
- Oliveira JoaÌo
- Oliveira Larissa
- Olliaro Piero
- Olliaro Piero L.
- Ong David S. Y.
- Ong Jee Yan
- OnÌa Edwin Fernando Paredes
- Oosthuyzen Wilna
- Opavsky Anne
- Openshaw Peter
- Orozco-Chamorro Claudia Milena
- Ortoleva Jamel
- Osatnik Javier
- Othman Siti Zubaidah
- Ouamara Nadia
- Ouissa Rachida
- Oziol Eric
- Pagadoy MaiÌder
- Pages Justine
- Palacios Amanda
- Palen Job van der
- Palmarini Massimo
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- Panda Prasan Kumar
- Pang Lai Hui
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- Parducci Paolo
- Parke Rachael
- Parker Melissa
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- Pastene Bruno
- Patauner Fabian
- Patel Drashti
- Pathmanathan Mohan Dass
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- Patricio Patricia
- Patrier Juliette
- Patrizi Laura
- Patterson Lisa
- Paul Christelle
- Paul Mical
- Paulos Jorge
- Paxton William A.
- Payen Jean-François
- Peake Sandra L
- Peariasamy Kalaiarasu
- Peariasamy Kalaiarasu M.
- Peek Giles J.
- Peelman Florent
- Peiffer-Smadja Nathan
- Peigne Vincent
- Pejkovska Mare
- Pelosi Paolo
- Peltan Ithan D.
- Pereira Rui
- Perez Daniel
- Periel Luis
- Perpoint Thomas
- Perrot Clara Mouton
- Pesenti Antonio
- Pestre Vincent
- Petrou Lenka
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- Petrovic Michele
- Pettersen Frank Olav
- Peytavin Gilles
- Pharand Scott
- Phonemixay Ooyanong
- Phoutthavong Soulichanya
- Piagnerelli Michael
- Picard Walter
- Picone Olivier
- Pierobon Carola
- Piersma Djura
- Pimentel Carlos
- Pinto Raquel
- Piquard Valentine
- Pires Catarina
- Pironneau Isabelle
- Piroth Lionel
- Pisi Roberta
- Pitaloka Ayodhia
- Piubelli Chiara
- Pius Riinu
- Plantier Laurent
- Png Hon Shen
- Poissy Julien
- Pokeerbux Ryadh
- Pokorska-Spiewak Maria
- Poli Sergio
- Pollakis Georgios
- Ponscarme Diane
- Popielska Jolanta
- Porto Diego Bastos
- Post Andra-Maris
- Postma Douwe F.
- Povoa Pedro
- Powis Jeff
- PoÌvoas Diana
- Prapa Sofia
- Praphasiri Viladeth
- Preau SeÌbastien
- Prebensen Christian
- Preiser Jean-Charles
- Prinssen Anton
- Pritchard Mark G.
- Priyadarshani Gamage Dona Dilanthi
- Proença Lucia
- Pudota Sravya
- PueÌchal Oriane
- Puntoni Matteo
- Purcell Gregory
- Qasim Eman Al
- Quesada Luisa
- Quinones-Cardona Vilmaris
- Quist-Paulsen Else
- Quraishi Mohammed
- Rabaa Maia
- Rabaud Christian
- Rafael Aldo
- Rafiq Marie
- Ragazzo Gabrielle
- Rahardjani Mutia
- Rahman Ahmad Kashfi Haji Ab
- Rahman Rozanah Abd
- Rainieri Fernando
- Rajahram Giri Shan
- Rajahram Giri Shan
- Ramakrishnan Nagarajan
- Ramalho JoseÌ
- Ramli Ahmad Afiq
- Rammaert Blandine
- Ramos Grazielle Viana
- Rampello Anais
- Rangappa Rajavardhan
- Ranjan Ritika
- Ranza Elena
- Rapp Christophe
- Rashan Aasiyah
- Rashan Thalha
- Rasmin Menaldi
- Rau Cornelius
- Rausa Francesco
- Ravi Tharmini
- RaÌtsep Indrek
- Real Andre
- Rebaudet Stanislas
- Redl Sarah
- Reeve Brenda
- Rego Caroline Martins
- Reid Liadain
- Reikvam Dag Henrik
- Reis Renato
- Rello Jordi
- Remppis Jonathan
- Remy Martine
- Ren Hongru
- Renk Hanna
- Resseguier Anne-Sophie
- Revest Matthieu
- Rewa Oleksa
- Reyes Luis Felipe
- Reyes Tiago
- Ribeiro Ana Freitas
- Ribeiro Maria Ines
- Ricchiuto Antonia
- Richardson David
- Richardson Denise
- Richier Laurent
- Ridzuan Siti Nurul Atikah Ahmad
- Riera Jordi
- Rincon Diego Fernando Bautista
- Rios Ana L
- Rishu Asgar
- Rispal Patrick
- Risso Karine
- Rizer Nicholas
- Robba Chiara
- Roberto AndreÌ
- Robertson David L.
- Robineau Olivier
- Roche-Campo Ferran
- Rodari Paola
- Rodeia SimaÌo
- Roessler Bernhard
- Roger Claire
- Roger Pierre-Marie
- Roilides Emmanuel
- Rojek Amanda
- Romaru Juliette
- Roncon-Albuquerque Roberto
- Roriz MeÌlanie
- Rosa-Calatrava Manuel
- Rose Michael
- Rosenberger Dorothea
- Rossanese Andrea
- Rossetti Matteo
- Rossi Sandra
- Rossignol BeÌneÌdicte
- Rossignol Patrick
- Rousset Stella
- Roy Carine
- Roze BenoiÌt
- Rusmawatiningtyas Desy
- Russell Clark D.
- Ryan Maeve
- Ryan Maria
- Ryckaert Steffi
- Saba Isabela
- Sacchelli Luca
- Sadat Musharaf
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- Sakiyalak Pranya
- Salazar Leonardo
- Sales Gabriele
- Sallaberry SteÌphane
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- Sanchez Olivier
- Sanchez-Miralles Angel
- Sancho-Shimizu Vanessa
- Sandhu Gyan
- Sandhu Zulfiqar
- Sandrine Pierre-François
- Sandulescu Oana
- Sanharawi Mohamed El
- Santo Catarina EspiÌrito
- Santos Marlene
- Santos Marta Leal
- Santos-Olmo Rosario Maria Torres
- Sarfo-Mensah Shirley
- Sarmiento Iam Claire E.
- Sarton Benjamine
- Satya Ankana
- Satyapriya Sree
- Satyawati Rumaisah
- Saviciute Egle
- Savvidou Parthena
- Saw Yen Tsen
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- Schermer Tjard
- Scherpereel Arnaud
- Schneider Marion
- Schroll Stephan
- Schwameis Michael
- Schwartz Gary
- Scicluna Brendan
- Scott Janet T.
- Scott-Brown James
- Sedillot Nicholas
- Seitz Tamara
- Selvarajoo Mageswari
- Semaille Caroline
- Semedi Bambang Pujo
- Semple Malcolm G.
- Senian Rasidah Bt
- Senneville Eric
- Sepulveda Claudia
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- Shadowitz Ellen
- Shahidan Syamin Asyraf
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- Shankar Anuraj
- Sharjeel Shaikh
- Sharma Pratima
- Shaw Catherine A.
- Shaw Victoria
- Shetty Rajesh Mohan
- Shetty Rohan
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- Shiekh Mohiuddin
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- Silva Catarina
- Silva Maria Joao
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- Sin Wai Ching
- Sinatti Dario
- Singh Budha Charan
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- Singh Punam
- Sitompul Pompini Agustina
- Sivam Karisha
- Skeie Linda Gail
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- Smith Sue
- Smood Benjamin
- Smyth Coilin
- Smyth Michelle
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- So Dominic
- Soh Tze Vee
- Solomon Joshua
- Solomon Tom
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- Sommet AgneÌs
- Song Myung Jin
- Song Rima
- Song Tae
- Sonntagbauer Michael
- Soom Azlan Mat
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- Soum Edouard
- Sousa Ana Chora
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- Souza-Dantas Vicente
- Sperry Alexandra
- Spinuzza Elisabetta
- Sriskandan Shiranee
- Stabler Sarah
- Staudinger Thomas
- Stecher Stephanie-Susanne
- Steinsvik Trude
- Stienstra Ymkje
- Stiksrud Birgitte
- Stolz Eva
- Stone Amy
- Streinu-Cercel Adrian
- Streinu-Cercel Anca
- Stuart Ami
- Stuart David
- Su Richa
- Subekti Decy
- Suen Gabriel
- Suen Jacky Y.
- Sultana Asfia
- Summers Charlotte
- Supic Dubravka
- Suppiah Deepashankari
- SurovcovaÌ Magdalena
- Suwarti Atie
- Svistunov Andrey
- Sweeney Lisa Mc
- Syahrin Sarah
- Syrigos Konstantinos
- Sztajnbok Jaques
- Szuldrzynski Konstanty
- Tabrizi Shirin
- Taccone Fabio S.
- Tagherset Lysa
- Taib Shahdattul Mawarni
- Talarek Ewa
- Taleb Sara
- Talsma Jelmer
- Tamisier Renaud
- Tamlihat Younes Ait
- Tampubolon Maria Lawrensia
- Tan Kim Keat
- Tan Le Van
- Tan Yan Chyi
- Tanaka Clarice
- Tanaka Hiroyuki
- Tanaka Taku
- Taniguchi Hayato
- Tardivon Coralie
- Tattevin Pierre
- Taufik M Azhari
- Tawfik Hassan
- Tedder Richard S.
- Tee Tze Yuan
- Teixeira JoaÌo
- Tejada Sofia
- Tellier Marie-Capucine
- Teoh Sze Kye
- Teotonio Vanessa
- Terpstra Pleun
- Terrier Olivier
- Terzi Nicolas
- Tessier-Grenier Hubert
- Tey Adrian
- TeÌouleÌ François
- Thabit Alif Adlan Mohd
- Tham Zhang Duan
- Thangavelu Suvintheran
- Thibault Vincent
- Thiberville Simon-Djamel
- Thill BenoiÌt
- Thirumanickam Jananee
- Tho Leong Chin
- Thompson Shaun
- Thomson David
- Thomson Emma C.
- Thurai Surain Raaj Thanga
- Thuy Duong Bich
- Thwaites Ryan S.
- Ticinesi Andrea
- Tierney Paul
- Tieroshyn Vadim
- Timashev Peter S
- Timsit Jean-François
- Tissot NoeÌmie
- Toh Jordan Zhien Yang
- Toki Maria
- Tonby Kristian
- Tonnii Sia Loong
- Torre Marta
- Torres Antoni
- Torres Margarida
- Torres-Zevallos Hernando
- Towers Michael
- Trapani Tony
- Trieu Huynh Trung
- Trioux TheÌo
- Tromeur CeÌcile
- Trontzas Ioannis
- Trouillon Tiffany
- Truong Jeanne
- Tual Christelle
- Tubiana Sarah
- Tuite Helen
- Turgeon Alexis F.
- Turmel Jean-Marie
- Turnier Paul Le
- Turtle Lance C. W.
- Tveita Anders
- Twardowski Pawel
- Twillert Gitte Van
- Uchiyama Makoto
- Udayanga PG Ishara
- Udy Andrew
- Ullrich Roman
- Uribe Alberto
- Usman Asad
- Uva Maria Sousa
- Uyeki Timothy M.
- Vajdovics Cristinava
- Val-Flores LuiÌs
- Valentini Piero
- Valk Paul van der
- Valran AmeÌlie
- Valzano Ilaria
- van Someren Greve Frank
- Vanel NoeÌmie
- Vanoverschelde Henk
- Varghese Pooja
- Varrone Michael
- Vasconcelos Malte Kohns
- Vasudayan Shoban Raj
- Vauchy Charline
- Vecham Pavan Kumar
- Veen Ilonka van
- Veeran Shaminee
- Veislinger AureÌlie
- Vekens Nicky Van Der
- Vencken Sebastian
- Ventura Sara
- Verbon Annelies
- Vickers James
- Vidal JoseÌ Ernesto
- Vieira CeÌsar
- Villanueva Joy Ann
- Villar Judit
- Villeneuve Pierre-Marc
- Villoldo Andrea
- Vishwanathan Gayatri
- Visseaux Benoit
- Visser Hannah
- Vitiello Chiara
- Vongsouvath Manivanh
- Vonkeman Harald
- Voort Peter Van der
- Vuotto Fanny
- 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
- West T. Eoin
- Wham Murray
- Whelan Bryan
- Wicky Paul Henri
- Wiedemann AureÌlie
- Wijaya Surya Otto
- Wille Keith
- Willems Sue
- Williams Patricia J
- Williams Virginie
- Willigen Hugo Van
- Wils Evert-Jan
- Wong Calvin
- Wong Teck Fung
- Wong Xin Ci
- Wong Xin Ci
- Wong Yew Sing
- Wright Natalie
- Xian Gan Ee
- Xian Lim Saio
- Xuan Kuan Pei
- Xynogalas Ioannis
- Yacoub Sophie
- Yakop Siti Rohani Binti Mohd
- Yamazaki Masaki
- Yarad Elizabeth
- Yazdanpanah Yazdan
- Yelnik CeÌcile
- 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
Characteristics and outcomes of an international cohort of 600â000 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
- AgnĂšs Meybeck
- AgnĂšs 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-HĂ©lĂšne 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
- AntĂłnio 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
- ArsĂšne 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
- Aurore Bousquet
- Aurélie Papadopoulos
- Aurélie Veislinger
- Aurélie Wiedemann
- Axelle Braconnier
- Ayodhia Pitaloka
- Azlan Mat Soom
- B P Sanka Ruwan Sri Darshana
- Bailey Cassandra
- Baillie J Kenneth
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barrio Noelia GarcĂa
- Baruch JoaquĂn
- Basanta Gauli
- Basri Mat Nor
- Beane Abigail
- Beathe Kiland Granerud
- Beatrice Alex
- Beatriz Amorim BeltrĂŁo
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Benoit Visseaux
- BenoĂźt Roze
- BenoĂźt Thill
- Bernard Cholley
- Bernhard Roessler
- Bertrand Dussol
- Bianca Boxma
- Biing Horng Lee
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Blumberg Lucille
- Bouchra Loufti
- Bozza Fernando
- Brenda Molloy
- Brenda Reeve
- Brendan Scicluna
- Brian Marsh
- Brigitte Elharrar
- Briseida Parra
- Broadley Tessa
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- Burrell Aidan
- Bénédicte Lefebvre
- Bénédicte Rossignol
- Caitriona Cody
- Calvin Wong
- Cameron J Fairfield
- Camile Bouisse
- Camille Couffignal
- Caren Friedrich
- Carine Roy
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- Christelle Delmas
- Christelle Paul
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- Christian Prebensen
- Christian Rabaud
- Christophe Fraser
- Christophe Rapp
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- Dorothy Breen
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- Douwe F Postma
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- Himed Musaab
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- Hiroaki Shimizu
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- Hiu Jian Chua
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- Hodane Yonis
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- Hugo Van Willigen
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- Ikram Houas
- Ilka Engelmann
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- Imran Ali
- Imrana Khalid
- Indrek RĂ€tsep
- Ingrid G Bustos
- InĂȘs Carqueja
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- ISARIC Clinical Characterisation Group: Ali Abbas
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- James Lee
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- Jan Heerman
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- Jananee Thirumanickam
- Janet Harrison
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- Jaques Sztajnbok
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- Karolina Krawczyk
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- Katarzyna Lewandowska
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- Keibun Liu
- Keiki Shimizu
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- Kim Keat Tan
- Koji Hoshino
- Kok Wei Hao
- Komal Fareed
- Kong Yeow Kang
- Konrad Zawadka
- Konstantinos Kyriakoulis
- Konstantinos Syrigos
- Konstanty Szuldrzynski
- Krish Kherajani
- Krishna Bhavsar
- Kristian Tonby
- Kuan Pei Xuan
- Kumar Tirupakuzhi Vijayaraghavan Bharath
- Kusum Menon
- Kyle Gomez
- KĂ©vin Alexandre
- KĂ©vin Bouiller
- KĂ©vin Didier
- Laetitia Bodenes
- Lai Hui Pang
- Lance C W Turtle
- Laouenan Cedric
- Lara Absil
- Lara Lovelace-Macon
- Larissa Oliveira
- Lars Heggelund
- Lars S Maier
- Laura Feeney
- Laura Marsh
- Laura van Gulik
- Laure Goubert
- Lauren Deconninck
- Laurence Bouillet
- Laurence Maulin
- Laurent Abel
- Laurent Bitker
- Laurent Guilleminault
- Laurent Lefebvre
- Laurent Mandelbrot
- Laurent Plantier
- Laurent Richier
- LaurĂšne Azemar
- Laveena Munshi
- Leanne Hays
- Lee Lee Low
- Lenka Petrou
- Leonardo Salazar
- Leong Chee Loon
- Leong Chin Tho
- Letizia Lucia Florio
- Liadain Reid
- Liadain Reid
- Liem Luong
- Lila Bouadma
- Lim Lina
- Lim Saio Xian
- Lim Yuen Han
- Lina Morales Cely
- Linda Gail Skeie
- Linda O'Shea
- Lionel Eric Benjiman
- Lionel Piroth
- Lisa Mc Sweeney
- Lisa Norman
- Lisa Patterson
- Lissauer Samantha
- Liv Hesstvedt
- Lorenzo Bertolino
- Lorna Murphy
- Louis Gerbaud Morlaes
- Lovkesh Arora
- Luca Brazzi
- Lucia Moro
- Lucia Proença
- Lucian Durham
- Lucie Le Fevre
- Luis Felipe Reyes
- Luis Melo
- Luis Periel
- Luisa Quesada
- Lukas Arenz
- LuĂs Bento
- LuĂs PatrĂŁo
- LuĂs Val-Flores
- Lysa Tagherset
- M Azhari Taufik
- Machteld Van der Feltz
- Maeve Kelsey
- Maeve Kernan
- Maeve Ryan
- Magdalena SurovcovĂĄ
- Mageswari Selvarajoo
- Maggie Mechlin
- Mahdad Noursadeghi
- Maia Rabaa
- Maire-Laure Casanova
- Maisa GuimarĂŁes de Castro
- Maja Katherine Lingad
- Makoto Uchiyama
- Malte Kohns Vasconcelos
- Mamoru Komatsu
- Mangala Narasimhan
- Manuel Etienne
- Manuel Rosa-Calatrava
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- Riinu Pius
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- SimĂŁo Rodeia
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- Siobhan Egan
- Siri Goepel
- Siti Nurul Atikah Ahmad Ridzuan
- Siti Rohani Binti Mohd Yakop
- Siti Zubaidah Othman
- Sivanesen Anthonidass
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- Steve Webb
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- Streinu-Cercel Anca
- Stuart Houltham
- Stéphane Jaureguiberry
- Stéphane Lasry
- Stéphane Sallaberry
- Stéphanie Cousse
- Stéphanie Fry
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- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swosti Joshi
- Syamin Asyraf Shahidan
- Sybille Bevilcaqua
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- Sylvie Behilill
- Sylvie LeGac
- Sylvie Lion-Daolio
- Sylvie Van Der Werf
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- Sze Kye Teoh
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- SĂlvia Ferreira
- T Eoin West
- Taccone Fabio
- Tae Song
- Taha Pasha
- Tahira Jamal Mohamed
- Tak-Hyuk Oh
- Takako Akimoto
- Takayuki Ogura
- Taku Tanaka
- Tala Al-Dabbous
- Tamara Seitz
- Tan Pei Wen
- Tarek Elshazly
- Tatiana Fonseca
- Tawnya Ogston
- Teck Fung Wong
- Teresa Lawrence
- Terese Hammond
- 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
- Théo Treoux
- Tiago Isidoro
- Tiago Reyes
- Tiffany Trouillon
- Timo Brandenburger
- Timothy M Uyeki
- 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
- TĂąnia 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
- VĂ©ronique Lemee
- VĂctor QuirĂłs GonzĂĄlez
- 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 689â572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10âyears 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 âŒ30-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
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
- Anton Prinssen
- Antoni Torres
- Antonia Ho
- Antonio Arcadipane
- Antonio Lalueza
- Antonio Loforte
- Antonio Pesenti
- Anuraj Shankar
- Aoife Driscoll
- Aoife Kelly
- Aquiles Henriquez
- Arabella Fahy
- Ardiyan Apriyana
- Arianne Joy Corpuz
- Arie Zainul Fatoni
- Arjen M Dondorp
- Arnaud Scherpereel
- Ars??ne Kpangon
- Arsalan Rahutullah
- Arshad Taqi
- Arthur Garan
- Ary Serpa Neto
- Asad Usman
- Asami Ito
- Asfia Sultana
- Asgar Rishu
- Ashok Kumar
- Asim Rana
- Asma Moin
- Astarini Hidayah
- Atif Siddiqui
- Attaur Rehman
- Audrey Barrelet
- Aur??lie Papadopoulos
- Aur??lie Veislinger
- Aur??lie Wiedemann
- Aurelius Bonfasius
- Aurore Bousquet
- Axelle Braconnier
- Azlan Mat Soom
- Azrina Ralib
- B. P. Sanka Ruwan Sri Darshana
- B??n??dicte Lefebvre
- B??n??dicte Rossignol
- Bailey Cassandra
- Bairbre McNicholas
- Bambang Pujo Semedi
- Barbara Wanjiru Citarella
- Basanta Gauli
- Basri Mat Nor
- Beatrice Alex
- Beatriz Amorim Beltr??o
- Ben Morton
- Benedict Sim Lim Heng
- Benigno Ferreira
- Benjamin Bach
- Benjamin Lefevre
- Benjamin Smood
- Benjamine Sarton
- Beno??t Roze
- Beno??t Thill
- Benoit Visseaux
- Bernard Cholley
- Bernardo Neves
- Bernhard Roessler
- Bertrand Dussol
- Bharath Kumar Tirupakuzhi Vijayaraghavan
- Bianca Boxma
- Bianca DeBenedictis
- Biing Horng Lee
- Bipin Karki
- Birgitte Stiksrud
- Blake Mergler
- Blandine Rammaert
- Bouchra Loufti
- Brenda Molloy
- Brenda Reeve
- Brian Marsh
- Brigid Flynn
- Brigitte Elharrar
- Briseida Parra
- Bruno Levy
- Bruno Lina
- Bruno Pastene
- Bruno Sarmento Banheiro
- Bryan Whelan
- Budha Charan Singh
- C??cile Goujard
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- C??dric Joseph
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- H M Upulee Pabasara
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- Ithan D. Peltan
- Ivo Castro
- J Kevin Baird
- J. Kenneth Baillie
- J. Perren Cobb
- J??r??me Dimet
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- J??r??mie Pasquier
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- Jodat Saleem
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- Jos?? Ernesto Vidal
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- M Azhari Taufik
- M??lanie Roriz
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- Ma??der Pagadoy
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- Mamoru Komatsu
- Mangala Narasimhan
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- Muhammad Fadhli Hassin Basri
- Muhammad Hayat
- Mukesh Kumar
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- Nad??ge Neant
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- Naveed Latif
- Navy Lolong
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- Noelia Garc??a Barrio
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- Ouifiya Kafif
- Pablo Blanco-Schweizer
- Pablo Serrano Balazote
- Paddy Mallon
- Palliya Guruge Pramodya Ishani Ishani
- Pamela Combs
- Paola Rodari
- Paolo Cattaneo
- Paolo Pelosi
- Parthena Savvidou
- Pascal Granier
- Patricia Fontela
- Patricia Gordon
- Patricia Lizotte
- Patricia Patricio
- Patrick Archambault
- Patrick Biston
- Patrick Breen
- Patrick Breen
- Patrick Imbert
- Patrick Rispal
- Patrick Rossignol
- Paul Campbell
- Paul Dunand
- Paul Henri Wicky
- Paul Kellam
- Paul Klenerman
- Paul Le Turnier
- Paul Loubet
- Paul McNally
- Paul Tierney
- Paul van der Valk
- Paula Custodio
- Pauline Caraux-Paz
- Pauline Yeung Ng
- Pavan Kumar Vecham
- Pawel Twardowski
- Pedro Faria
- Pedro Povoa
- Peter de Vries
- Peter Doran
- Peter Horby
- Peter Kiiza
- Peter Openshaw
- Peter S Timashev
- Peter Van der Voort
- Petr Glybochko
- PG Ishara Udayanga
- Phil Gallagher
- Philippe Jouvet
- Philippine Eloy
- Phillip Mason
- Phoebe Ampaw
- Piero L. Olliaro
- Pierre Delobel
- Pierre Jaquet
- Pierre Tattevin
- Pierre-Adrien Bolze
- Pierre-Fran??ois Sandrine
- Pierre-Marc Villeneuve
- Pierre-Marie Roger
- Pieter Depuydt
- Piret Sillaots
- Pleun Terpstra
- Polina Bugaeva
- Pompini Agustina Sitompul
- Pooja Varghese
- Pranya Sakiyalak
- Prasan Kumar Panda
- Prasanth Sukumar
- Pratap Karpayah
- Pratima Sharma
- praveen kumar ghisulal
- Priscila Diaz
- Prompak Nitayavardhana
- Punam Singh
- Qabas Alkhafajee
- Quentin Le Hingrat
- Quentin Lepiller
- Quratul Ain
- Rachael McConnochie
- Rachael Parke
- Rachel Cregan
- Rachida Ouissa
- Rafael Freitas de Oliveira Fran??a
- Rafael Le??n
- Rafael Mahieu
- Rajavardhan Rangappa
- Rajeshwari Arali
- Rajyabardhan Pattnaik
- Rakesh Arora
- Rana Imran Sikander
- Raph Hamers
- Rapha??l Borie
- Rapha??l Favory
- Raquel Pinto
- Rashan Haniffa
- Rashid Nasim Khan
- Rasidah Bt Senian
- Raul Neto
- Ravi Kant
- Raymond Savio
- Razi Alalqam
- Rebecca Hamidfar
- Rebecca Holt
- Rebekha Garcia
- Renata Barbalho
- Renato Reis
- Renee Douma
- Ricard Ferrer-Roca
- Ricardo Fritz
- Richard S. Tedder
- Riinu Pius
- Rima Song
- Rita Alves
- Rita Hinchion
- Ritika Ranjan
- Rob Klont
- Robert A. Fowler
- Roberta Cavalin
- Roberto Andini
- Roberto Roncon-Albuquerque Jr
- Robin Kobbe
- Rodrigo Diaz
- Rog??rio Silva
- Rolando Claure Del Granado
- Romain Basmaci
- Romain Decours
- Romain Guery
- Roman Ullrich
- Romans Matulevics
- Rosanna De Rosa
- Rosario Maria Torres Santos-Olmo
- Ross Hendry
- Rostane Gaci
- Roxane Courtois
- Rozanah Abd Rahman
- Rui Gomes
- Rui Pereira
- Rumaisah Satyawati
- Ruth Jimbo-Sotomayor
- Ruth Lyons
- Ruth N. Jorge Garc??a
- Ryadh Pokeerbux
- Ryan Kennedy
- Ryan Khoo
- Ryan S. Thwaites
- Ryuzo Abe
- S??bastien Preau
- S??lvia Ferreira
- S??rgio Gai??o
- S??verine Ansart
- Saad Nseir
- Sabelline Bouchez
- Sabin Koirala
- Sabina Kali
- Sabina Mason
- Sabine Cornelis
- Sabine Croonen
- Sadie Kelly
- Saeeda Haider
- Saef Umar Barnett
- Saijad Orakzai
- Saima Kamal
- Sairah Sadaf
- Saleh Al Ageel
- Sally Shrapnel
- Salma Jaafoura
- Samantha Lissauer
- Samantha Strudwick
- Samira Laribi
- Samreen Ijaz
- Samual MacDonald
- Samuel Bernard Ekow Harrison
- Samuel Hinton
- Samuel Markowicz
- Samuel McElwee
- Sandrine Couffin-Cadiergues
- Sanjay Lakhey
- Sanne Wesselius
- Santi Dewayanti
- Saptadi Yuliarto
- Sara Clohisey
- Sara Taleb
- Sara Ventura
- Sarah Cormican
- 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
- Siobhan Casey
- Siobhan Egan
- Siri Goepel
- Siti Nurul Atikah Ahmad Ridzuan
- Siti Rohani Binti Mohd Yakop
- Siti Zubaidah Othman
- Sivanesen Anthonidass
- Smaragdi Kalomoiri
- Sobia Masood
- Sobia Masood
- Sof??a Contreras
- Sofia Cardoso
- Sofia Prapa
- Sofia Tejada
- Soizic Le Mestre
- Sophie Halpin
- Sophie Mahy
- Sophie O'Halloran
- 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
- Susana Fernandes
- Susanne Dudman
- Sushil Khanal
- Suvintheran Thangavelu
- Suwarti Suwarti
- Suzanne Bennett
- Suzette Willems
- Swagata Tripathy
- 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