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dc.contributor.authorConstable, AM
dc.contributor.authorVlachopoulos, D
dc.contributor.authorBarker, AR
dc.contributor.authorMoore, SA
dc.contributor.authorSoininen, S
dc.contributor.authorHaapala, EA
dc.contributor.authorVäistö, J
dc.contributor.authorJääskeläinen, J
dc.contributor.authorVoutilainen, R
dc.contributor.authorAuriola, S
dc.contributor.authorHäkkinen, MR
dc.contributor.authorLaitinen, T
dc.contributor.authorLakka, TA
dc.date.accessioned2022-03-24T11:27:37Z
dc.date.issued2022-03-24
dc.date.updated2022-03-24T10:47:38Z
dc.description.abstractIntroduction: We aimed to investigate whether the relationship between fat mass and bone mineral content (BMC) is mediated by insulin, leptin, adiponectin, dehydroepiandrosterone sulphate, testosterone and estradiol in children aged 9-11 years. Materials and Methods: We utilised cross-sectional data from the Physical Activity and Nutrition in Children study (n = 230 to 396; 112 to 203 girls). Fat mass and BMC were assessed with dual-energy X-ray absorptiometry. Endocrine factors were assessed from fasted blood samples. We applied the novel 4-way decomposition method to analyse associations between fat mass, endocrine factors, and BMC. Results: Fat mass was positively associated with BMC in girls (ß = 0.007 to 0.015, 95% confidence interval (CI) 0.005 to 0.020) and boys (ß = 0.009 to 0.015, 95% CI 0.005 to 0.019). The relationship between fat mass and BMC was mediated by free leptin index in girls (ß = -0.025, 95% CI -0.039 to -0.010) and boys (ß = -0.014, 95% CI -0.027 to -0.001). The relationship between fat mass and BMC was partially explained by mediated interaction between fat mass and free leptin index in boys (ß = -0.009, 95% CI -0.013 to -0.004) and by interaction between fat mass and adiponectin in girls (ß = -0.003, 95% CI -0.006 to -0.000). Conclusion: At greater levels of adiponectin and free leptin index, the fat mass and BMC relationship becomes less positive in girls and boys respectively. The positive association between fat mass with BMC was largely not explained by the endocrine factors we assessed. Clinical Trial Registration: [https://clinicaltrials.gov/ct2/show/NCT01803776], identifier NCT01803776.en_GB
dc.description.sponsorshipMinistry of Social Affairs and Health of Finlanden_GB
dc.description.sponsorshipMinistry of Education and Culture of Finlanden_GB
dc.description.sponsorshipFinnish Innovation Fund Sitraen_GB
dc.description.sponsorshipSocial Insurance Institution of Finlanden_GB
dc.description.sponsorshipFinnish Cultural Foundationen_GB
dc.description.sponsorshipJuho Vainio Foundationen_GB
dc.description.sponsorshipFoundation for Paediatric Researchen_GB
dc.description.sponsorshipDoctoral Programs in Public Healthen_GB
dc.description.sponsorshipPaavo Nurmi Foundationen_GB
dc.description.sponsorshipPaulo Foundationen_GB
dc.description.sponsorshipDiabetes Research Foundationen_GB
dc.description.sponsorshipFinnish Medical Society Duodecimen_GB
dc.description.sponsorshipOrion Research Foundationen_GB
dc.description.sponsorshipResearch Committee of the Kuopio University Hospital Catchment Areaen_GB
dc.description.sponsorshipKuopio University Hospitalen_GB
dc.description.sponsorshipCity of Kuopioen_GB
dc.identifier.citationVol. 13, article 850448en_GB
dc.identifier.doihttps://doi.org/10.3389/fendo.2022.850448
dc.identifier.grantnumber202100397en_GB
dc.identifier.grantnumber5031343en_GB
dc.identifier.urihttp://hdl.handle.net/10871/129146
dc.identifierORCID: 0000-0001-8610-5417 (Barker, Alan)
dc.identifierScopusID: 14008425100 (Barker, Alan)
dc.identifierResearcherID: AAF-7777-2020 (Barker, Alan)
dc.language.isoenen_GB
dc.publisherFrontiers Mediaen_GB
dc.rights© 2022 Constable, Vlachopoulos, Barker, Moore, Soininen, Haapala, Väistö, Jääskeläinen, Voutilainen, Auriola, Häkkinen, Laitinen and Lakka. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.en_GB
dc.subjectadiposityen_GB
dc.subjectInsulinen_GB
dc.subjectleptinen_GB
dc.subjectadiponectinen_GB
dc.subjectDXA (dual-energy X-ray absorptiometry)en_GB
dc.subjectpaediatricen_GB
dc.titleThe Mediating Role of Endocrine Factors in the Positive Relationship Between Fat Mass and Bone Mineral Content in Children Aged 9–11 Years: The Physical Activity and Nutrition in Children Studyen_GB
dc.typeArticleen_GB
dc.date.available2022-03-24T11:27:37Z
dc.identifier.issn1664-2392
dc.descriptionThis is the final version. Available on open access from Frontiers Media via the DOI in this recorden_GB
dc.descriptionData Availability Statement: The datasets presented in this article are not readily available because of research ethical reasons and because the owner of the data is the University of Eastern Finland and not the research group. Requests to access the datasets should be directed to www.panicstudy.fi/en/etusivu.en_GB
dc.identifier.journalFrontiers in Endocrinologyen_GB
dc.relation.ispartofFrontiers in Endocrinology
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2022-02-21
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2022-03-24
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2022-03-24T10:47:41Z
refterms.versionFCDAM
refterms.dateFOA2022-03-24T11:28:07Z
refterms.panelCen_GB
refterms.dateFirstOnline2022-03-24


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© 2022 Constable, Vlachopoulos, Barker, Moore, Soininen, Haapala, Väistö, Jääskeläinen, Voutilainen, Auriola, Häkkinen, Laitinen and Lakka. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
Except where otherwise noted, this item's licence is described as © 2022 Constable, Vlachopoulos, Barker, Moore, Soininen, Haapala, Väistö, Jääskeläinen, Voutilainen, Auriola, Häkkinen, Laitinen and Lakka. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.