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Cardiometabolic traits, sepsis and severe covid-19 with respiratory failure: a Mendelian randomization investigation
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research paper
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Academic Article
research paper
schema:ScholarlyArticle
isDefinedBy
Covid-on-the-Web dataset
title
Cardiometabolic traits, sepsis and severe covid-19 with respiratory failure: a Mendelian randomization investigation
Creator
Jones, Simon
Damås, Jan
Moore, Luke
Researcher, Postdoctoral
Burgess, Stephen
Clinical, Welsh
Gkatzionis, Apostolos
Grant, Andrew
Ponsford, Mark
Rogne, Tormod
Trainee, Academic
Walker, Venexia
Wootton, Robyn
Zuber, Verena
source
MedRxiv
abstract
Objectives: To investigate whether there is a causal effect of cardiometabolic traits on risk of sepsis and severe covid-19. Design: Mendelian randomisation analysis. Setting: UK Biobank and HUNT study population-based cohorts for risk of sepsis, and genome-wide association study summary data for risk of severe covid-19 with respiratory failure. Participants: 12,455 sepsis cases (519,885 controls) and 1,610 severe covid-19 with respiratory failure cases (2,205 controls). Exposure: Genetic variants that proxy body mass index (BMI), lipid traits, systolic blood pressure, lifetime smoking score, and type 2 diabetes liability - derived from studies considering between 188,577 to 898,130 participants. Main outcome measures: Risk of sepsis and severe covid-19 with respiratory failure. Results: Higher genetically proxied BMI and lifetime smoking score were associated with increased risk of sepsis in both UK Biobank (BMI: odds ratio 1.38 per standard deviation increase, 95% confidence interval [CI] 1.27 to 1.51; smoking: odds ratio 2.81 per standard deviation increase, 95% CI 2.09-3.79) and HUNT (BMI: 1.41, 95% CI 1.18 to 1.69; smoking: 1.93, 95% CI 1.02-3.64). Higher genetically proxied BMI and lifetime smoking score were also associated with increased risk of severe covid-19, although with wider confidence intervals (BMI: 1.75, 95% CI 1.20 to 2.57; smoking: 3.94, 95% CI 1.13 to 13.75). There was limited evidence to support associations of genetically proxied lipid traits, systolic blood pressure or type 2 diabetes liability with risk of sepsis or severe covid-19. Similar findings were generally obtained when using Mendelian randomization methods that are more robust to the inclusion of pleiotropic variants, although the precision of estimates was reduced. Conclusions: Our findings support a causal effect of elevated BMI and smoking on risk of sepsis and severe covid-19. Clinical and public health interventions targeting obesity and smoking are likely to reduce sepsis and covid-19 related morbidity, along with the plethora of other health-related outcomes that these traits adversely affect.
has issue date
2020-06-20
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bibo:doi
10.1101/2020.06.18.20134676
has license
medrxiv
sha1sum (hex)
a7d3f52c477594d14980941d878bc077dae7f049
schema:url
https://doi.org/10.1101/2020.06.18.20134676
resource representing a document's title
Cardiometabolic traits, sepsis and severe covid-19 with respiratory failure: a Mendelian randomization investigation
resource representing a document's body
covid:a7d3f52c477594d14980941d878bc077dae7f049#body_text
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schema:about
of
named entity 'sepsis'
named entity 'Objectives'
named entity 'covid-19'
named entity 'covid-19'
named entity 'cardiometabolic'
named entity 'Cardiometabolic'
named entity 'confounding'
named entity 'confidence interval'
named entity 'sepsis'
named entity 'covid-19'
named entity 'sex ratio'
named entity 'covid-19'
named entity 'respiratory failure'
named entity 'obesity'
named entity 'genetic correlation'
named entity 'Norway'
named entity 'organ dysfunction'
named entity 'UK Biobank'
named entity 'sepsis'
named entity 'sepsis'
named entity 'causal relationship'
named entity 'BMI'
named entity 'obesity'
named entity 'cardiometabolic'
named entity 'sepsis'
named entity 'Mendelian randomization'
named entity 'SARS-CoV-2'
named entity 'Copenhagen'
named entity 'odds ratio'
named entity 'Genetic variants'
named entity 'observational data'
named entity 'UK Biobank'
named entity 'odds ratio'
named entity 'BMI'
named entity 'BMI'
named entity 'morbidity'
named entity 'body mass index'
named entity 'HDL-C'
named entity 'sepsis'
named entity 'lipid'
named entity 'covid-19'
named entity 'lipid'
named entity 'BMI'
named entity 'association analyses'
named entity 'covid-19'
named entity 'BMI'
named entity 'adversely affect'
named entity 'BMI'
named entity 'UK Biobank'
named entity 'population growth'
named entity 'LDL'
named entity 'diabetic patients'
named entity 'respiratory failure'
named entity 'odds ratio'
named entity 'medRxiv'
named entity 'skin infection'
named entity 'genetic variants'
named entity '28.2'
named entity 'infectious diseases'
named entity 'T2DM'
named entity '2006-2008'
named entity 'risk factors'
named entity 'systolic blood pressure'
named entity 'lipid'
named entity 'UK Biobank'
named entity 'retrospective cohort study'
named entity 'genetic association'
named entity 'Mendelian randomization'
named entity 'median age'
named entity 'mode-based'
named entity 'covid-19'
named entity 'smokers'
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