Characteristics and outcomes of an international cohort of 600000 hospitalized patients with COVID-19

被引:34
作者
Kartsonaki, Christiana [1 ,2 ]
Baillie, J. Kenneth [3 ,4 ]
Garcia Barrio, Noelia [5 ]
Baruch, Joaquin [6 ]
Beane, Abigail [7 ]
Blumberg, Lucille [8 ]
Bozza, Fernando [9 ,10 ]
Broadley, Tessa [11 ]
Burrell, Aidan [11 ]
Carson, Gail
Citarella, Barbara Wanjiru
Dagens, Andrew
Dankwa, Emmanuelle A. [12 ]
Donnelly, Christl A. [12 ,13 ,14 ]
Dunning, Jake
Elotmani, Loubna [15 ]
Escher, Martina
Farshait, Nataly [16 ]
Goffard, Jean-Christophe [17 ]
Goncalves, Bronner P.
Hall, Matthew [18 ]
Hashmi, Madiha [19 ,20 ]
Sim Lim Heng, Benedict [21 ]
Ho, Antonia [22 ,23 ]
Jassat, Waasila
Pedrera Jimenez, Miguel
Laouenan, Cedric [24 ,25 ]
Lissauer, Samantha [26 ]
Martin-Loeches, Ignacio [27 ]
Mentre, France
Merson, Laura [28 ]
Morton, Ben [29 ]
Munblit, Daniel [30 ,31 ]
Nekliudov, Nikita A. [32 ]
Nichol, Alistair D. [33 ]
Singh Oinam, Budha Charan [34 ]
Ong, David [35 ]
Panda, Prasan Kumar [34 ]
Petrovic, Michele
Pritchard, Mark G.
Ramakrishnan, Nagarajan [36 ]
Ramos, Grazielle Viana
Roger, Claire
Sandulescu, Oana [37 ,38 ]
Semple, Malcolm G. [39 ,40 ]
Sharma, Pratima [41 ,42 ]
Sigfrid, Louise
Somers, Emily C. [41 ,42 ]
Streinu-Cercel, Anca
Taccone, Fabio
机构
[1] Univ Oxford, Big Data Inst, Nuffield Dept Populat Hlth,Populat Hlth Res Unit, Clin Trial Serv Unit,Med Res Council MRC, Oxford, England
[2] Univ Oxford, Nuffield Dept Populat Hlth, Epidemiol Studies Unit, Oxford, England
[3] Univ Edinburgh, Roslin Inst, Edinburgh, Scotland
[4] Royal Infirm Edinburgh NHS Trust, Intens Care Unit, Edinburgh, Scotland
[5] Hosp 12 Octubre, Madrid, Spain
[6] Univ Oxford, Int Severe Acute Resp & Emerging Infect Consortiu, Pandem Sci Inst, Nuffield Dept Med,Global Support Ctr, Oxford, England
[7] Crit Care Asia, Bangkok, Thailand
[8] Natl Inst Communicable Dis, Johannesburg, South Africa
[9] Oswaldo Cruz Fdn INI FIOCRUZ, Natl Inst Infect Dis Evandro Chagas, Minist Hlth, Rio De Janeiro, Brazil
[10] DOr Inst Res & Educ IDOR, Sao Paulo, Brazil
[11] Monash Univ, Melbourne, Australia
[12] Univ Oxford, Dept Stat, Oxford, England
[13] Imperial Coll London, MRC Ctr Global Infect Dis Anal, Abdul Latif Jameel Inst Dis & Emergency Analyt, London, England
[14] Imperial Coll London, Dept Infect Dis Epidemiol, London, England
[15] CHU Caremeau, Nimes, France
[16] Humber River Hosp, Toronto, ON, Canada
[17] Clin Univ Bruxelles CUB Hop Erasme, Anderlecht, Belgium
[18] Univ Oxford, Big Data Inst, Nuffield Dept Med, Oxford, England
[19] Crit Care Asia, Karachi, Pakistan
[20] Ziauddin Univ, Karachi, Pakistan
[21] Minist Hlth, Hosp Sungai Buloh, Sungai Buloh, Malaysia
[22] Univ Glasgow, Ctr Virus Res, Med Res Council, Glasgow, Scotland
[23] Queen Elizabeth Univ Hosp, Dept Infect Dis, Glasgow, Scotland
[24] Univ Paris, Paris, France
[25] INSERM, Infect Antimicrobials Modelling Evolut IAME, Paris, France
[26] Malawi Liverpool Wellcome Trust, Blantyre, Malawi
[27] St James Hosp, Dublin, Ireland
[28] Univ Oxford, Ctr Trop Med & Global Hlth, Infect Dis Data Observ, Oxford, England
[29] Univ Liverpool Liverpool Sch Trop Med, Liverpool, England
[30] Sechenov First Moscow State Med Univ Sechenov Uni, Inst Childs Hlth, Dept Paediat & Paediat Infect Dis, Moscow, Russia
[31] Imperial Coll London, Inflammat Repair & Dev Sect, Natl Heart & Lung Inst, Fac Med, London, England
[32] Sechenov Univ, Moscow, Russia
[33] Irish Crit Care Crit Clin Trials Network, Dublin, Ireland
[34] All India Inst Med Sci AIIMS, Rishikesh, India
[35] Franciscus Gasthuis & Vlietland, Rotterdam, Netherlands
[36] Apollo Hosp Chennai, Chennai, India
[37] Carol Davila Univ Med & Pharm, Bucharest, Romania
[38] Natl Inst Infect Dis Prof Dr Matei Bals, Bucharest, Romania
[39] Univ Liverpool, Inst Infect Vet & Ecol Sci, Fac Hlth & Life Sci, Liverpool, England
[40] Alder Hey Childrens NHS Fdn Trust, UK Resp Med, Liverpool, England
[41] Univ Michigan, Sch Med, Ann Arbor, MI USA
[42] Univ Michigan, Sch Publ Hlth, Ann Arbor, MI USA
[43] Apollo Hosp, Dept Crit Care Med, Chennai, India
[44] George Inst Global Hlth, New Delhi, India
[45] Minist Hlth, Natl Inst Hlth NIH, Shah Alam, Malaysia
[46] Royal Melbourne Hosp, Melbourne, Australia
[47] Univ Melbourne, Ctr Integrated Crit Care, Melbourne, Australia
基金
英国医学研究理事会; 欧盟地平线“2020”; 澳大利亚研究理事会; 英国惠康基金;
关键词
COVID-19; SARS-CoV-2; cohort study; risk of death; co-morbidities; symptoms; treatments; SARS-COV-2; INFECTION; SCIENCE; DEATH;
D O I
10.1093/ije/dyad012
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
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 689572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10years 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 similar to 30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death.
引用
收藏
页码:355 / 376
页数:22
相关论文
共 36 条
  • [31] Demographic risk factors for COVID-19 infection, severity, ICU admission and death: a meta-analysis of 59 studies
    Pijls, Bart G.
    Jolani, Shahab
    Atherley, Anique
    Derckx, Raissa T.
    Dijkstra, Janna I. R.
    Franssen, Gregor H. L.
    Hendriks, Stevie
    Richters, Anke
    Venemans-Jellema, Annemarie
    Zalpuri, Saurabh
    Zeegers, Maurice P.
    [J]. BMJ OPEN, 2021, 11 (01):
  • [32] Comparison of the characteristics, morbidity, and mortality of COVID-19 and seasonal influenza: a nationwide, population-based retrospective cohort study
    Piroth, Lionel
    Cottenet, Jonathan
    Mariet, Anne-Sophie
    Bonniaud, Philippe
    Blot, Mathieu
    Tubert-Bitter, Pascale
    Quantin, Catherine
    [J]. LANCET RESPIRATORY MEDICINE, 2021, 9 (03) : 251 - 259
  • [33] Modernising epidemic science: enabling patient-centred research during epidemics
    Rojek, Amanda M.
    Horby, Peter W.
    [J]. BMC MEDICINE, 2016, 14
  • [34] Managing intensive care admissions when there are not enough beds during the COVID-19 pandemic: a systematic review
    Tyrrell, Carina S. B.
    Mytton, Oliver T.
    Gentry, Sarah, V
    Thomas-Meyer, Molly
    Allen, John Lee Y.
    Narula, Antony A.
    McGrath, Brendan
    Lupton, Martin
    Broadbent, Jo
    Ahmed, Aliko
    Mavrodaris, Angelique
    Abdul Pari, Anees Ahmed
    [J]. THORAX, 2021, 76 (03) : 302 - 312
  • [35] The incidence, characteristics and outcomes of pregnant women hospitalized with symptomatic and asymptomatic SARS-CoV-2 infection in the UK from March to September 2020: A national cohort study using the UK Obstetric Surveillance System (UKOSS)
    Vousden, Nicola
    Bunch, Kathryn
    Morris, Edward
    Simpson, Nigel
    Gale, Christopher
    O'Brien, Patrick
    Quigley, Maria
    Brocklehurst, Peter
    Kurinczuk, Jennifer J.
    Knight, Marian
    [J]. PLOS ONE, 2021, 16 (05):
  • [36] Risk Factors for Coronavirus Disease 2019 (COVID-19) Death in a Population Cohort Study from the Western Cape Province, South Africa
    Boulle, Andrew
    Davies, Mary-Ann
    Hussey, Hannah
    Ismail, Muzzammil
    Morden, Erna
    Vundle, Ziyanda
    Zweigenthal, Virginia
    Mahomed, Hassan
    Paleker, Masudah
    Pienaar, David
    Tembo, Yamanya
    Lawrence, Charlene
    Isaacs, Washiefa
    Mathema, Hlengani
    Allen, Derick
    Allie, Taryn
    Bam, Jamy-Lee
    Buddiga, Kasturi
    Dane, Pierre
    Heekes, Alexa
    Matlapeng, Boitumelo
    Mutemaringa, Themba
    Muzarabani, Luckmore
    Phelanyane, Florence
    Pienaar, Rory
    Rode, Catherine
    Smith, Mariette
    Tiffin, Nicki
    Zinyakatira, Nesbert
    Cragg, Carol
    Marais, Frederick
    Mudaly, Vanessa
    Voget, Jacqueline
    Davids, Jody
    Roodt, Francois
    Smit, Nellis van Zyl
    Vermeulen, Alda
    Adams, Kevin
    Audley, Gordon
    Bateman, Kathleen
    Beckwith, Peter
    Bernon, Marc
    Blom, Dirk
    Boloko, Linda
    Botha, Jean
    Boutall, Adam
    Burmeister, Sean
    Cairncross, Lydia
    Calligaro, Gregory
    Coccia, Cecilia
    [J]. CLINICAL INFECTIOUS DISEASES, 2021, 73 (07) : E2005 - E2015