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Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases

INTRODUCTION: Genetic pleiotropy, in which the same genes affect two or more traits, may partially explain the frequently observed associations between high physical activity (PA) and later reduced morbidity or mortality. This study investigated associations between PA polygenic risk scores (PRS) an...

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Autores principales: SILLANPÄÄ, ELINA, PALVIAINEN, TEEMU, RIPATTI, SAMULI, KUJALA, URHO M., KAPRIO, JAAKKO
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8754097/
https://www.ncbi.nlm.nih.gov/pubmed/34559723
http://dx.doi.org/10.1249/MSS.0000000000002788
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author SILLANPÄÄ, ELINA
PALVIAINEN, TEEMU
RIPATTI, SAMULI
KUJALA, URHO M.
KAPRIO, JAAKKO
author_facet SILLANPÄÄ, ELINA
PALVIAINEN, TEEMU
RIPATTI, SAMULI
KUJALA, URHO M.
KAPRIO, JAAKKO
author_sort SILLANPÄÄ, ELINA
collection PubMed
description INTRODUCTION: Genetic pleiotropy, in which the same genes affect two or more traits, may partially explain the frequently observed associations between high physical activity (PA) and later reduced morbidity or mortality. This study investigated associations between PA polygenic risk scores (PRS) and cardiometabolic diseases among the Finnish population. METHODS: PRS for device-measured overall PA were adapted to a FinnGen study cohort of 218,792 individuals with genomewide genotyping and extensive digital longitudinal health register data. Associations between PA PRS and body mass index, diseases, and mortality were analyzed with linear and logistic regression models. RESULTS: A high PA PRS predicted a lower body mass index (β = −0.025 kg·m(−2) per one SD change in PA PRS, SE = 0.013, P = 1.87 × 10(−80)). The PA PRS also predicted a lower risk for diseases that typically develop later in life or not at all among highly active individuals. A lower disease risk was systematically observed for cardiovascular diseases (odds ratio [OR] per 1 SD change in PA PRS = 0.95, P = 9.5 × 10(−19)) and, for example, hypertension [OR = 0.93, P = 2.7 × 10(−44)), type 2 diabetes (OR = 0.91, P = 4.1 × 10(−42)), and coronary heart disease (OR = 0.95, P = 1.2 × 10(−9)). Participants with high PA PRS had also lower mortality risk (OR = 0.97, P = 0.0003). CONCLUSIONS: Genetically less active persons are at a higher risk of developing cardiometabolic diseases, which may partly explain the previously observed associations between low PA and higher disease and mortality risk. The same inherited physical fitness and metabolism-related mechanisms may be associated both with PA levels and with cardiometabolic disease risk.
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spelling pubmed-87540972022-01-14 Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases SILLANPÄÄ, ELINA PALVIAINEN, TEEMU RIPATTI, SAMULI KUJALA, URHO M. KAPRIO, JAAKKO Med Sci Sports Exerc Epidemiology INTRODUCTION: Genetic pleiotropy, in which the same genes affect two or more traits, may partially explain the frequently observed associations between high physical activity (PA) and later reduced morbidity or mortality. This study investigated associations between PA polygenic risk scores (PRS) and cardiometabolic diseases among the Finnish population. METHODS: PRS for device-measured overall PA were adapted to a FinnGen study cohort of 218,792 individuals with genomewide genotyping and extensive digital longitudinal health register data. Associations between PA PRS and body mass index, diseases, and mortality were analyzed with linear and logistic regression models. RESULTS: A high PA PRS predicted a lower body mass index (β = −0.025 kg·m(−2) per one SD change in PA PRS, SE = 0.013, P = 1.87 × 10(−80)). The PA PRS also predicted a lower risk for diseases that typically develop later in life or not at all among highly active individuals. A lower disease risk was systematically observed for cardiovascular diseases (odds ratio [OR] per 1 SD change in PA PRS = 0.95, P = 9.5 × 10(−19)) and, for example, hypertension [OR = 0.93, P = 2.7 × 10(−44)), type 2 diabetes (OR = 0.91, P = 4.1 × 10(−42)), and coronary heart disease (OR = 0.95, P = 1.2 × 10(−9)). Participants with high PA PRS had also lower mortality risk (OR = 0.97, P = 0.0003). CONCLUSIONS: Genetically less active persons are at a higher risk of developing cardiometabolic diseases, which may partly explain the previously observed associations between low PA and higher disease and mortality risk. The same inherited physical fitness and metabolism-related mechanisms may be associated both with PA levels and with cardiometabolic disease risk. Lippincott Williams & Wilkins 2022-02 2021-09-18 /pmc/articles/PMC8754097/ /pubmed/34559723 http://dx.doi.org/10.1249/MSS.0000000000002788 Text en Copyright © 2021 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American College of Sports Medicine. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Epidemiology
SILLANPÄÄ, ELINA
PALVIAINEN, TEEMU
RIPATTI, SAMULI
KUJALA, URHO M.
KAPRIO, JAAKKO
Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases
title Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases
title_full Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases
title_fullStr Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases
title_full_unstemmed Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases
title_short Polygenic Score for Physical Activity Is Associated with Multiple Common Diseases
title_sort polygenic score for physical activity is associated with multiple common diseases
topic Epidemiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8754097/
https://www.ncbi.nlm.nih.gov/pubmed/34559723
http://dx.doi.org/10.1249/MSS.0000000000002788
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