Prediction of pre-diabetes and type 2 diabetes nine years postpartum using serum metabolome in pregnant women with gestational diabetes requiring pharmacological treatment

dc.contributor.authorHuhtala Mikael S.
dc.contributor.authorRönnemaa Tapani
dc.contributor.authorPaavilainen Elisa
dc.contributor.authorNiinikoski Harri
dc.contributor.authorPellonperä Outi
dc.contributor.authorJuhila Juuso
dc.contributor.authorTertti Kristiina
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=lastentautioppi|en=Paediatrics and Adolescent Medicine|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=synnytys- ja naistentautioppi|en=Obstetrics and Gynaecology|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.40612039509
dc.contributor.organization-code1.2.246.10.2458963.20.74725736230
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.converis.publication-id180236198
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/180236198
dc.date.accessioned2025-08-27T22:17:48Z
dc.date.available2025-08-27T22:17:48Z
dc.description.abstract<p><strong>Aims: </strong>We examined the association between serum metabolome in women with pharmacologically treated gestational diabetes (GDM) and measures of glucose metabolism 9 years postpartum.</p><p><strong>Methods: </strong>Serum targeted metabolome, adiponectin, inflammatory markers, and insulin-like growth factor-binding protein-1 phosphoisoforms were analyzed at the time of diagnosing GDM. Glucose metabolism and insulin resistance were assessed at 9 years postpartum. Data from 119 subjects were available for analyses. Associations between baseline measures and future measures of glycemia were examined with univariate regressions and multivariate prediction models. This is a secondary analysis of a previous prospective trial (<a href="http://clinicaltrials.gov/show/NCT02417090" title="See in ClinicalTrials.gov">NCT02417090</a>).</p><p><strong>Results: </strong>Baseline serum markers were most strongly related to measures of insulin resistance at 9-years follow-up. In multivariate analyses combination of IDL cholesterol, early gestational weight gain and in oral glucose tolerance test fasting and 2-h glucose predicted development of disorders of glucose metabolism (pre-diabetes and/or type 2 diabetes) better than clinical predictors alone (ROC-AUC 0.75 vs. 0.65, p = 0.020).</p><p><strong>Conclusions: </strong>Serum metabolome in pregnancy in women with GDM is related to future glucose metabolism and insulin resistance. Compared to clinical variables alone metabolome might result in better prediction of future disorders of glucose metabolism and could facilitate personalized risk stratification for postpartum interventions and follow-up.</p>
dc.identifier.jour-issn1056-8727
dc.identifier.olddbid201924
dc.identifier.oldhandle10024/184951
dc.identifier.urihttps://www.utupub.fi/handle/11111/33784
dc.identifier.urlhttps://doi.org/10.1016/j.jdiacomp.2023.108513
dc.identifier.urnURN:NBN:fi-fe2025082785558
dc.language.isoen
dc.okm.affiliatedauthorHuhtala, Mikael
dc.okm.affiliatedauthorRönnemaa, Tapani
dc.okm.affiliatedauthorPaavilainen, Elisa
dc.okm.affiliatedauthorNiinikoski, Harri
dc.okm.affiliatedauthorPellonperä, Outi
dc.okm.affiliatedauthorTertti, Kristiina
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier Inc.
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1016/j.jdiacomp.2023.108513
dc.relation.ispartofjournalJournal of Diabetes and its Complications
dc.relation.issue7
dc.relation.volume37
dc.source.identifierhttps://www.utupub.fi/handle/10024/184951
dc.titlePrediction of pre-diabetes and type 2 diabetes nine years postpartum using serum metabolome in pregnant women with gestational diabetes requiring pharmacological treatment
dc.year.issued2023

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