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Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease
Evidence from previous epidemiological studies on the effect of physical activity on the risk of Alzheimer’s disease (AD) is conflicting. We performed a two-sample Mendelian randomization analysis to verify whether physical activity is causally associated with AD. This study used two-sample Mendelia...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334579/ https://www.ncbi.nlm.nih.gov/pubmed/35902670 http://dx.doi.org/10.1038/s41598-022-17207-x |
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author | Zhang, Bowen Huang, Xiaowen Wang, Xiliang Chen, Xiaorui Zheng, Caifang Shao, Weihao Wang, Gaili Zhang, Weidong |
author_facet | Zhang, Bowen Huang, Xiaowen Wang, Xiliang Chen, Xiaorui Zheng, Caifang Shao, Weihao Wang, Gaili Zhang, Weidong |
author_sort | Zhang, Bowen |
collection | PubMed |
description | Evidence from previous epidemiological studies on the effect of physical activity on the risk of Alzheimer’s disease (AD) is conflicting. We performed a two-sample Mendelian randomization analysis to verify whether physical activity is causally associated with AD. This study used two-sample Mendelian randomization (MR) analysis to estimate the association between physical activity (including overall activity, sedentary behavior, walking, and moderate-intensity activity) and AD. Genetic instruments for physical activity were obtained from published genome-wide association studies (GWAS) including 91,105 individuals from UK Biobank. Summary-level GWAS data were extracted from the International Genomics of Alzheimer’s Project IGAP (21,982 patients with AD and 41,944 controls). Inverse Variance Weighted (IVW) was used to estimate the effect of physical activity on AD. Sensitivity analyses including weighted median, MR-Egger, MR-PRESSO, and leave-one-out analysis were used to estimate pleiotropy and heterogeneity. Mendelian randomization evidences suggested a protective relationship between walking and AD (odds ratio (OR) = 0.30, 95% confidence interval (CI), 0.13–0.68, P = 0.0039). Genetically predicted overall activity, sedentary behavior, and moderate-intensity activity were not associated with AD. In summary, this study provided evidence that genetically predicted walking might associate with a reduced risk of AD. Further research into the causal association between physical activity and AD could help to explore the real relationship and provide more measures to reduce AD risk. |
format | Online Article Text |
id | pubmed-9334579 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93345792022-07-30 Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease Zhang, Bowen Huang, Xiaowen Wang, Xiliang Chen, Xiaorui Zheng, Caifang Shao, Weihao Wang, Gaili Zhang, Weidong Sci Rep Article Evidence from previous epidemiological studies on the effect of physical activity on the risk of Alzheimer’s disease (AD) is conflicting. We performed a two-sample Mendelian randomization analysis to verify whether physical activity is causally associated with AD. This study used two-sample Mendelian randomization (MR) analysis to estimate the association between physical activity (including overall activity, sedentary behavior, walking, and moderate-intensity activity) and AD. Genetic instruments for physical activity were obtained from published genome-wide association studies (GWAS) including 91,105 individuals from UK Biobank. Summary-level GWAS data were extracted from the International Genomics of Alzheimer’s Project IGAP (21,982 patients with AD and 41,944 controls). Inverse Variance Weighted (IVW) was used to estimate the effect of physical activity on AD. Sensitivity analyses including weighted median, MR-Egger, MR-PRESSO, and leave-one-out analysis were used to estimate pleiotropy and heterogeneity. Mendelian randomization evidences suggested a protective relationship between walking and AD (odds ratio (OR) = 0.30, 95% confidence interval (CI), 0.13–0.68, P = 0.0039). Genetically predicted overall activity, sedentary behavior, and moderate-intensity activity were not associated with AD. In summary, this study provided evidence that genetically predicted walking might associate with a reduced risk of AD. Further research into the causal association between physical activity and AD could help to explore the real relationship and provide more measures to reduce AD risk. Nature Publishing Group UK 2022-07-28 /pmc/articles/PMC9334579/ /pubmed/35902670 http://dx.doi.org/10.1038/s41598-022-17207-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zhang, Bowen Huang, Xiaowen Wang, Xiliang Chen, Xiaorui Zheng, Caifang Shao, Weihao Wang, Gaili Zhang, Weidong Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease |
title | Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease |
title_full | Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease |
title_fullStr | Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease |
title_full_unstemmed | Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease |
title_short | Using a two-sample mendelian randomization analysis to explore the relationship between physical activity and Alzheimer’s disease |
title_sort | using a two-sample mendelian randomization analysis to explore the relationship between physical activity and alzheimer’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9334579/ https://www.ncbi.nlm.nih.gov/pubmed/35902670 http://dx.doi.org/10.1038/s41598-022-17207-x |
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