Factors associated with COVID-19-related death using OpenSAFELY

被引:3957
|
作者
Williamson, Elizabeth J. [1 ]
Walker, Alex J. [2 ]
Bhaskaran, Krishnan [1 ]
Bacon, Seb [2 ]
Bates, Chris [3 ]
Morton, Caroline E. [2 ]
Curtis, Helen J. [2 ]
Mehrkar, Amir [2 ]
Evans, David [2 ]
Inglesby, Peter [2 ]
Cockburn, Jonathan [3 ]
McDonald, Helen, I [1 ,4 ]
MacKenna, Brian [2 ]
Tomlinson, Laurie [1 ]
Douglas, Ian J. [1 ]
Rentsch, Christopher T. [1 ]
Mathur, Rohini [1 ]
Wong, Angel Y. S. [1 ]
Grieve, Richard [1 ]
Harrison, David [5 ]
Forbes, Harriet [1 ]
Schultze, Anna [1 ]
Croker, Richard [2 ]
Parry, John [3 ]
Hester, Frank [3 ]
Harper, Sam [3 ]
Perera, Rafael [2 ]
Evans, Stephen J. W. [1 ]
Smeeth, Liam [1 ,4 ]
Ben Goldacre [2 ]
机构
[1] London Sch Hyg & Trop Med, Fac Epidemiol & Populat Hearth, London, England
[2] Univ Oxford, Nuffield Dept Primary Care Hearth Sci, DataLab, Oxford, England
[3] TPP, Horsforth, England
[4] NIHR Hearth Protect Res Unit Immunisat, London, England
[5] Intens Care Natl Audit & Res Ctr ICNARC, London, England
基金
英国惠康基金;
关键词
PRIMARY-CARE; HEALTH; RATES;
D O I
10.1038/s41586-020-2521-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Coronavirus disease 2019 (COVID-19) has rapidly affected mortality worldwide(1). There is unprecedented urgency to understand who is most at risk of severe outcomes, and this requires new approaches for the timely analysis of large datasets. Working on behalf of NHS England, we created OpenSAFELY-a secure health analytics platform that covers 40% of all patients in England and holds patient data within the existing data centre of a major vendor of primary care electronic health records. Here we used OpenSAFELY to examine factors associated with COVID-19-related death. Primary care records of 17,278,392 adults were pseudonymously linked to 10,926 COVID-19-related deaths. COVID-19-related death was associated with: being male (hazard ratio (HR) 1.59 (95% confidence interval 1.53-1.65)); greater age and deprivation (both with a strong gradient); diabetes; severe asthma; and various other medical conditions. Compared with people of white ethnicity, Black and South Asian people were at higher risk, even after adjustment for other factors (HR 1.48 (1.29-1.69) and 1.45 (1.32-1.58), respectively). We have quantified a range of clinical factors associated with COVID-19-related death in one of the largest cohort studies on this topic so far. More patient records are rapidly being added to OpenSAFELY, we will update and extend our results regularly. OpenSAFELY, a new health analytics platform that includes data from over 17 million adult NHS patients in England, is used to examine factors associated with COVID-19-related death.
引用
收藏
页码:430 / +
页数:14
相关论文
共 50 条
  • [41] Does inhaled corticosteroid use affect the risk of COVID-19-related death?
    Jordan, Alexander
    Sivapalan, Pradeesh
    Jensen, Jens-Ulrik
    [J]. BREATHE, 2021, 17 (01)
  • [42] Increased risk of COVID-19-related death among cancer survivors.
    Shen, Jie
    Zhao, Hua
    [J]. CLINICAL CANCER RESEARCH, 2020, 26 (18)
  • [43] Characteristics and risk of COVID-19-related death in fully vaccinated people in Scotland
    Grange, Zoe
    Buelo, Audrey
    Sullivan, Christopher
    Moore, Emily
    Agrawal, Utkarsh
    Boukhari, Khaled
    McLaughlan, Iain
    Stockton, Diane
    McCowan, Colin
    Robertson, Chris
    Sheikh, Aziz
    Murray, Josephine L. K.
    [J]. LANCET, 2021, 398 (10313): : 1799 - 1800
  • [44] Effectiveness of COVID-19 booster vaccines against COVID-19-related symptoms, hospitalization and death in England
    Andrews, Nick
    Stowe, Julia
    Kirsebom, Freja
    Toffa, Samuel
    Sachdeva, Ruchira
    Gower, Charlotte
    Ramsay, Mary
    Bernal, Jamie Lopez
    [J]. NATURE MEDICINE, 2022, 28 (04) : 831 - +
  • [45] COVID-19-related IgA vasculitis
    Allez, Matthieu
    Denis, Blandine
    Bouaziz, Jean-David
    Battistella, Maxime
    Zagdanski, Anne-Marie
    Bayart, Jules
    Lazaridou, Ingrid
    Gatey, Caroline
    Pillebout, Evangeline
    Chaix Baudier, Marie-Laure
    Delaugerre, Constance
    Molina, Jean-Michel
    Le Goff, Jerome
    [J]. ARTHRITIS & RHEUMATOLOGY, 2020, 72 (11) : 1952 - 1953
  • [46] Iloprost for COVID-19-related vasculopathy
    Moezinia, Carine J.
    Ji-Xu, Antonio
    Azari, Arianna
    Horlick, Serena
    Denton, Christopher
    Stratton, Richard
    [J]. LANCET RHEUMATOLOGY, 2020, 2 (10): : E582 - E583
  • [47] Apitherapy in COVID-19-Related Conjunctivitis
    Shahsuvaryan, Marianne L.
    [J]. DOSE-RESPONSE, 2021, 19 (04):
  • [48] Covid-19-related pancreatic injury
    Mukherjee, R.
    Smith, A.
    Sutton, R.
    [J]. BRITISH JOURNAL OF SURGERY, 2020, 107 (07) : E190 - E190
  • [49] Effectiveness of COVID-19 booster vaccines against COVID-19-related symptoms, hospitalization and death in England
    Nick Andrews
    Julia Stowe
    Freja Kirsebom
    Samuel Toffa
    Ruchira Sachdeva
    Charlotte Gower
    Mary Ramsay
    Jamie Lopez Bernal
    [J]. Nature Medicine, 2022, 28 : 831 - 837
  • [50] COVID-19-related vasculopathy of the brain
    Liang, Hui Wen
    Mung, Sai Man
    Douglass, Chris
    Jude, Edward B.
    [J]. BMJ CASE REPORTS, 2021, 14 (07)