Evaluating the direct effects of childhood adiposity on adult systemic metabolism: a multivariable Mendelian randomization analysis

dc.contributor.authorRichardson Tom G
dc.contributor.authorMykkänen Juha
dc.contributor.authorPahkala Katja
dc.contributor.authorAla-Korpela Mika
dc.contributor.authorBell Joshua A
dc.contributor.authorTaylor Kurt
dc.contributor.authorViikari Jorma
dc.contributor.authorLehtimäki Terho
dc.contributor.authorRaitakari Olli
dc.contributor.authorDavey Smith George
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code2607008
dc.converis.publication-id68437112
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/68437112
dc.date.accessioned2022-10-28T13:07:20Z
dc.date.available2022-10-28T13:07:20Z
dc.description.abstract<div><p><strong>Background: </strong> Individuals who are obese in childhood have an elevated risk of disease in adulthood. However, whether childhood adiposity directly impacts intermediate markers of this risk, independently of adult adiposity, is unclear. In this study, we have simultaneously evaluated the effects of childhood and adulthood body size on 123 systemic molecular biomarkers representing multiple metabolic pathways.</p><p><strong>Methods: </strong> Two-sample Mendelian randomization (MR) was conducted to estimate the causal effect of childhood body size on a total of 123 nuclear magnetic resonance-based metabolic markers using summary genome-wide association study (GWAS) data from up to 24 925 adults. Multivariable MR was then applied to evaluate the direct effects of childhood body size on these metabolic markers whilst accounting for adult body size. Further MR analyses were undertaken to estimate the potential mediating effects of these circulating metabolites on the risk of coronary artery disease (CAD) in adulthood using a sample of 60 801 cases and 123 504 controls.</p><p><strong>Results: </strong> Univariable analyses provided evidence that childhood body size has an effect on 42 of the 123 metabolic markers assessed (based on P < 4.07 × 10-4). However, the majority of these effects (35/42) substantially attenuated when accounting for adult body size using multivariable MR. We found little evidence that the biomarkers that were potentially influenced directly by childhood body size (leucine, isoleucine and tyrosine) mediate this effect onto adult disease risk. Very-low-density lipoprotein markers provided the strongest evidence of mediating the long-term effect of adiposity on CAD risk.</p><p><strong>Conclusions: </strong> Our findings suggest that childhood adiposity predominantly exerts its detrimental effect on adult systemic metabolism along a pathway that involves adulthood body size.</p></div>
dc.format.pagerange1580
dc.format.pagerange1592
dc.identifier.eissn1464-3685
dc.identifier.jour-issn0300-5771
dc.identifier.olddbid179846
dc.identifier.oldhandle10024/162940
dc.identifier.urihttps://www.utupub.fi/handle/11111/37661
dc.identifier.urlhttps://academic.oup.com/ije/article/50/5/1580/6202983
dc.identifier.urnURN:NBN:fi-fe2022012710834
dc.language.isoen
dc.okm.affiliatedauthorMykkänen, Juha
dc.okm.affiliatedauthorPahkala, Katja
dc.okm.affiliatedauthorViikari, Jorma
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherOxford University Press
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.doi10.1093/ije/dyab051
dc.relation.ispartofjournalInternational Journal of Epidemiology
dc.relation.issue5
dc.relation.volume50
dc.source.identifierhttps://www.utupub.fi/handle/10024/162940
dc.titleEvaluating the direct effects of childhood adiposity on adult systemic metabolism: a multivariable Mendelian randomization analysis
dc.year.issued2021

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