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dc.contributor.authorTynkkynen, Niko Paavo
dc.contributor.authorTörmäkangas, Timo
dc.contributor.authorPalviainen, Teemu
dc.contributor.authorHyvärinen, Matti
dc.contributor.authorKlevjer, Marie
dc.contributor.authorJoensuu, Laura
dc.contributor.authorKujala, Urho
dc.contributor.authorKaprio, Jaakko
dc.contributor.authorBye, Anja
dc.contributor.authorSillanpää, Elina
dc.date.accessioned2023-08-25T07:03:25Z
dc.date.available2023-08-25T07:03:25Z
dc.date.issued2023
dc.identifier.citationTynkkynen, N. P., Törmäkangas, T., Palviainen, T., Hyvärinen, M., Klevjer, M., Joensuu, L., Kujala, U., Kaprio, J., Bye, A., & Sillanpää, E. (2023). Associations of polygenic inheritance of physical activity with aerobic fitness, cardiometabolic risk factors and diseases : the HUNT study. <i>European Journal of Epidemiology</i>, <i>38</i>, 995-1008. <a href="https://doi.org/10.1007/s10654-023-01029-w" target="_blank">https://doi.org/10.1007/s10654-023-01029-w</a>
dc.identifier.otherCONVID_184290391
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/88688
dc.description.abstractPhysical activity (PA), aerobic fitness, and cardiometabolic diseases (CMD) are highly heritable multifactorial phenotypes. Shared genetic factors may underlie the associations between higher levels of PA and better aerobic fitness and a lower risk for CMDs. We aimed to study how PA genotype associates with self-reported PA, aerobic fitness, cardiometabolic risk factors and diseases. PA genotype, which combined variation in over one million of gene variants, was composed using the SBayesR polygenic scoring methodology. First, we constructed a polygenic risk score for PA in the Trøndelag Health Study (N = 47,148) using UK Biobank single nucleotide polymorphism-specific weights (N = 400,124). The associations of the PA PRS and continuous variables were analysed using linear regression models and with CMD incidences using Cox proportional hazard models. The results showed that genotypes predisposing to higher amount of PA were associated with greater self-reported PA (Beta [B] = 0.282 MET-h/wk per SD of PRS for PA, 95% confidence interval [CI] = 0.211, 0.354) but not with aerobic fitness. These genotypes were also associated with healthier cardiometabolic profile (waist circumference [B = -0.003 cm, 95% CI = -0.004, -0.002], body mass index [B = -0.002 kg/m2, 95% CI = -0.004, -0.001], high-density lipoprotein cholesterol [B = 0.004 mmol/L, 95% CI = 0.002, 0.006]) and lower incidence of hypertensive diseases (Hazard Ratio [HR] = 0.97, 95% CI = 0.951, 0.990), stroke (HR = 0.94, 95% CI = 0.903, 0.978) and type 2 diabetes (HR = 0.94, 95 % CI = 0.902, 0.970). Observed associations were independent of self-reported PA. These results support earlier findings suggesting small pleiotropic effects between PA and CMDs and provide new evidence about associations of polygenic inheritance of PA and intermediate cardiometabolic risk factors.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherSpringer
dc.relation.ispartofseriesEuropean Journal of Epidemiology
dc.rightsCC BY 4.0
dc.subject.otherpolygenic risk score
dc.subject.otherhealth behaviour
dc.subject.othergene-environment interaction
dc.subject.otherphysical activity
dc.subject.othercommon disease
dc.titleAssociations of polygenic inheritance of physical activity with aerobic fitness, cardiometabolic risk factors and diseases : the HUNT study
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202308254778
dc.contributor.laitosLiikuntatieteellinen tiedekuntafi
dc.contributor.laitosFaculty of Sport and Health Sciencesen
dc.contributor.oppiaineGerontologia ja kansanterveysfi
dc.contributor.oppiaineLiikuntalääketiedefi
dc.contributor.oppiaineHyvinvoinnin tutkimuksen yhteisöfi
dc.contributor.oppiaineGerontology and Public Healthen
dc.contributor.oppiaineSports and Exercise Medicineen
dc.contributor.oppiaineSchool of Wellbeingen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.format.pagerange995-1008
dc.relation.issn0393-2990
dc.relation.volume38
dc.type.versionpublishedVersion
dc.rights.copyright© The Author(s) 2023
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumber341750
dc.relation.grantnumber346509
dc.subject.ysosydän- ja verisuonitaudit
dc.subject.ysofyysinen aktiivisuus
dc.subject.ysoriskitekijät
dc.subject.ysoperinnöllisyys
dc.subject.ysogeneettiset tekijät
dc.subject.ysofyysinen kunto
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p9886
jyx.subject.urihttp://www.yso.fi/onto/yso/p23102
jyx.subject.urihttp://www.yso.fi/onto/yso/p13277
jyx.subject.urihttp://www.yso.fi/onto/yso/p9514
jyx.subject.urihttp://www.yso.fi/onto/yso/p21661
jyx.subject.urihttp://www.yso.fi/onto/yso/p7384
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.1007/s10654-023-01029-w
dc.relation.funderResearch Council of Finlanden
dc.relation.funderResearch Council of Finlanden
dc.relation.funderSuomen Akatemiafi
dc.relation.funderSuomen Akatemiafi
jyx.fundingprogramAcademy Research Fellow, AoFen
jyx.fundingprogramResearch costs of Academy Research Fellow, AoFen
jyx.fundingprogramAkatemiatutkija, SAfi
jyx.fundingprogramAkatemiatutkijan tutkimuskulut, SAfi
jyx.fundinginformationOpen Access funding provided by University of Jyväskylä (JYU). This study is a part of the GenActive project which is funded by the Academy of Finland (341750, 346509 to E.S.), Juho Vainio Foundation (E.S.) and Päivikki and Sakari Sohlberg foundation (E.S.).
dc.type.okmA1


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