Dietary Intake and Body Mass Index Influence the Risk of Islet Autoimmunity in Genetically At-Risk Children: A Mediation Analysis Using the TEDDY Cohort

dc.contributor.authorAronsson Carin Andren
dc.contributor.authorTamura Roy
dc.contributor.authorVehik Kendra
dc.contributor.authorUusitalo Ulla
dc.contributor.authorYang Jimin
dc.contributor.authorHaller Michael J.
dc.contributor.authorToppari Jorma
dc.contributor.authorHagopian William
dc.contributor.authorMcIndoe Richard A.
dc.contributor.authorRewers Marian J.
dc.contributor.authorZiegler Anette-G.
dc.contributor.authorAkolkar Beena
dc.contributor.authorKrischer Jefrey P.
dc.contributor.authorNorris Jill M.
dc.contributor.authorVirtanen Suvi M.
dc.contributor.authorLarsson Helena Elding
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=lastentautioppi|en=Paediatrics and Adolescent Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.converis.publication-id179015330
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/179015330
dc.date.accessioned2025-08-28T00:26:18Z
dc.date.available2025-08-28T00:26:18Z
dc.description.abstract<p>Background/Objective. Growth and obesity have been associated with increased risk of islet autoimmunity (IA) and progression to type 1 diabetes. We aimed to estimate the effect of energy-yielding macronutrient intake on the development of IA through BMI. <br></p><p>Research Design and Methods. Genetically at-risk children (n = 5,084) in Finland, Germany, Sweden, and the USA, who were autoantibody negative at 2 years of age, were followed to the age of 8 years, with anthropometric measurements and 3-day food records collected biannually. Of these, 495 (9.7%) children developed IA. Mediation analysis for time-varying covariates (BMI z-score) and exposure (energy intake) was conducted. Cox proportional hazard method was used in sensitivity analysis. <br></p><p>Results. We found an indirect effect of total energy intake (estimates: indirect effect 0.13 [0.05, 0.21]) and energy from protein (estimates: indirect effect 0.06 [0.02, 0.11]), fat (estimates: indirect effect 0.03 [0.01, 0.05]), and carbohydrates (estimates: indirect effect 0.02 [0.00, 0.04]) (kcal/day) on the development of IA. A direct effect was found for protein, expressed both as kcal/day (estimates: direct effect 1.09 [0.35, 1.56]) and energy percentage (estimates: direct effect 72.8 [3.0, 98.0]) and the development of GAD autoantibodies (GADA). In the sensitivity analysis, energy from protein (kcal/day) was associated with increased risk for GADA, hazard ratio 1.24 (95% CI: 1.09, 1.53), p=0.042. <br></p><p>Conclusions. This study confirms that higher total energy intake is associated with higher BMI, which leads to higher risk of the development of IA. A diet with larger proportion of energy from protein has a direct effect on the development of GADA.</p>
dc.identifier.eissn1399-5448
dc.identifier.jour-issn1399-543X
dc.identifier.olddbid205705
dc.identifier.oldhandle10024/188732
dc.identifier.urihttps://www.utupub.fi/handle/11111/56875
dc.identifier.urlhttp://dx.doi.org/10.1155%2F2023%2F3945064
dc.identifier.urnURN:NBN:fi-fe2023032833387
dc.language.isoen
dc.okm.affiliatedauthorToppari, Jorma
dc.okm.affiliatedauthorDataimport, Lastentautioppi
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3111 Biomedicineen_GB
dc.okm.discipline3123 Gynaecology and paediatricsen_GB
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3111 Biolääketieteetfi_FI
dc.okm.discipline3123 Naisten- ja lastentauditfi_FI
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherWILEY-HINDAWI
dc.publisher.countryDenmarken_GB
dc.publisher.countryTanskafi_FI
dc.publisher.country-codeDK
dc.relation.articlenumber3945064
dc.relation.doi10.1155/2023/3945064
dc.relation.ispartofjournalPediatric Diabetes
dc.relation.volume2023
dc.source.identifierhttps://www.utupub.fi/handle/10024/188732
dc.titleDietary Intake and Body Mass Index Influence the Risk of Islet Autoimmunity in Genetically At-Risk Children: A Mediation Analysis Using the TEDDY Cohort
dc.year.issued2023

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