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Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study
BACKGROUND: Lifestyle factors including obesity and smoking are suggested to be correlated with increased risk of COVID-19 severe illness or related death. However, whether these relationships are causal is not well known; neither for the relationships between COVID-19 severe illness and other commo...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7856619/ https://www.ncbi.nlm.nih.gov/pubmed/33536004 http://dx.doi.org/10.1186/s12920-021-00887-1 |
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author | Li, Shuai Hua, Xinyang |
author_facet | Li, Shuai Hua, Xinyang |
author_sort | Li, Shuai |
collection | PubMed |
description | BACKGROUND: Lifestyle factors including obesity and smoking are suggested to be correlated with increased risk of COVID-19 severe illness or related death. However, whether these relationships are causal is not well known; neither for the relationships between COVID-19 severe illness and other common lifestyle factors, such as physical activity and alcohol consumption. METHODS: Genome-wide significant genetic variants associated with body mass index (BMI), lifetime smoking, physical activity and alcohol consumption identified by large-scale genome-wide association studies (GWAS) of up to 941,280 individuals were selected as instrumental variables. Summary statistics of the genetic variants on severe illness of COVID-19 were obtained from GWAS analyses of up to 6492 cases and 1,012,809 controls. Two-sample Mendelian randomisation analyses were conducted. RESULTS: Both per-standard deviation (SD) increase in genetically predicted BMI and lifetime smoking were associated with about two-fold increased risks of severe respiratory COVID-19 and COVID-19 hospitalization (all P < 0.05). Per-SD increase in genetically predicted physical activity was associated with decreased risks of severe respiratory COVID-19 (odds ratio [OR] = 0.19; 95% confidence interval [CI], 0.05, 0.74; P = 0.02), but not with COVID-19 hospitalization (OR = 0.44; 95% CI 0.18, 1.07; P = 0.07). No evidence of association was found for genetically predicted alcohol consumption. Similar results were found across robust Mendelian randomisation methods. CONCLUSIONS: Evidence is found that BMI and smoking causally increase and physical activity might causally decrease the risk of COVID-19 severe illness. This study highlights the importance of maintaining a healthy lifestyle in protecting from COVID-19 severe illness and its public health value in fighting against COVID-19 pandemic. |
format | Online Article Text |
id | pubmed-7856619 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-78566192021-02-03 Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study Li, Shuai Hua, Xinyang BMC Med Genomics Research Article BACKGROUND: Lifestyle factors including obesity and smoking are suggested to be correlated with increased risk of COVID-19 severe illness or related death. However, whether these relationships are causal is not well known; neither for the relationships between COVID-19 severe illness and other common lifestyle factors, such as physical activity and alcohol consumption. METHODS: Genome-wide significant genetic variants associated with body mass index (BMI), lifetime smoking, physical activity and alcohol consumption identified by large-scale genome-wide association studies (GWAS) of up to 941,280 individuals were selected as instrumental variables. Summary statistics of the genetic variants on severe illness of COVID-19 were obtained from GWAS analyses of up to 6492 cases and 1,012,809 controls. Two-sample Mendelian randomisation analyses were conducted. RESULTS: Both per-standard deviation (SD) increase in genetically predicted BMI and lifetime smoking were associated with about two-fold increased risks of severe respiratory COVID-19 and COVID-19 hospitalization (all P < 0.05). Per-SD increase in genetically predicted physical activity was associated with decreased risks of severe respiratory COVID-19 (odds ratio [OR] = 0.19; 95% confidence interval [CI], 0.05, 0.74; P = 0.02), but not with COVID-19 hospitalization (OR = 0.44; 95% CI 0.18, 1.07; P = 0.07). No evidence of association was found for genetically predicted alcohol consumption. Similar results were found across robust Mendelian randomisation methods. CONCLUSIONS: Evidence is found that BMI and smoking causally increase and physical activity might causally decrease the risk of COVID-19 severe illness. This study highlights the importance of maintaining a healthy lifestyle in protecting from COVID-19 severe illness and its public health value in fighting against COVID-19 pandemic. BioMed Central 2021-02-03 /pmc/articles/PMC7856619/ /pubmed/33536004 http://dx.doi.org/10.1186/s12920-021-00887-1 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Li, Shuai Hua, Xinyang Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study |
title | Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study |
title_full | Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study |
title_fullStr | Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study |
title_full_unstemmed | Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study |
title_short | Modifiable lifestyle factors and severe COVID-19 risk: a Mendelian randomisation study |
title_sort | modifiable lifestyle factors and severe covid-19 risk: a mendelian randomisation study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7856619/ https://www.ncbi.nlm.nih.gov/pubmed/33536004 http://dx.doi.org/10.1186/s12920-021-00887-1 |
work_keys_str_mv | AT lishuai modifiablelifestylefactorsandseverecovid19riskamendelianrandomisationstudy AT huaxinyang modifiablelifestylefactorsandseverecovid19riskamendelianrandomisationstudy |