A plasma metabolite score of three eicosanoids predicts incident type 2 diabetes: a prospective study in three independent cohorts

dc.contributor.authorTuomisto Karolina
dc.contributor.authorPalmu Joonatan
dc.contributor.authorLong Tao
dc.contributor.authorWatrous Jeramie D
dc.contributor.authorMercader Kysha
dc.contributor.authorLagerborg Kim A
dc.contributor.authorAndres Allen
dc.contributor.authorSalmi Marko
dc.contributor.authorJalkanen Sirpa
dc.contributor.authorVasan Ramachandran S
dc.contributor.authorInouye Michael
dc.contributor.authorHavulinna Aki S
dc.contributor.authorTuomilehto Jaakko
dc.contributor.authorJousilahti Pekka
dc.contributor.authorNiiranen Teemu J
dc.contributor.authorCheng Susan
dc.contributor.authorJain Mohit
dc.contributor.authorSalomaa Veikko
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=MediCity|en=MediCity|
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.contributor.organization-code1.2.246.10.2458963.20.83772236069
dc.contributor.organization-code2607318
dc.converis.publication-id175276091
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/175276091
dc.date.accessioned2025-08-28T00:00:43Z
dc.date.available2025-08-28T00:00:43Z
dc.description.abstract<p><b>Introduction </b>Peptide markers of inflammation have been associated with the development of type 2 diabetes. The role of upstream, lipid-derived mediators of inflammation such as eicosanoids, remains less clear. The aim of this study was to examine whether eicosanoids are associated with incident type 2 diabetes.<br></p><p><b>Research design & methods</b> In the FINRISK (Finnish Cardiovascular Risk Study) 2002 study, a population-based sample of Finnish men and women aged 25-74 years, we used directed, non-targeted liquid chromatography-mass spectrometry to identify 545 eicosanoids and related oxylipins in the participants' plasma samples (n=8292). We used multivariable-adjusted Cox regression to examine associations between eicosanoids and incident type 2 diabetes. The significant independent findings were replicated in the Framingham Heart Study (FHS, n=2886) and Dietary, Lifestyle and Genetic determinants of Obesity and Metabolic syndrome (DILGOM) 2007 (n=3905). Together, these three cohorts had 1070 cases of incident type 2 diabetes.<br></p><p><b>Results</b> In the FINRISK 2002 cohort, 76 eicosanoids were associated individually with incident type 2 diabetes. We identified three eicosanoids independently associated with incident type 2 diabetes using stepwise Cox regression with forward selection and a Bonferroni-corrected inclusion threshold. A three-eicosanoid risk score produced an HR of 1.56 (95% CI 1.41 to 1.72) per 1 SD increment for risk of incident diabetes. The HR for comparing the top quartile with the lowest was 2.80 (95% CI 2.53 to 3.07). In the replication analyses, the three-eicosanoid risk score was significant in FHS (HR 1.24 (95% CI 1.10 to 1.39, p<0.001)) and directionally consistent in DILGOM (HR 1.12 (95% CI 0.99 to 1.27, p=0.07)). Meta-analysis of the three cohorts yielded a pooled HR of 1.31 (95% CI 1.05 to 1.56).<br></p><p><b>Conclusions</b> Plasma eicosanoid profiles predict incident type 2 diabetes and the clearest signals replicate in three independent cohorts. Our findings give new information on the biology underlying type 2 diabetes and suggest opportunities for early identification of people at risk.</p>
dc.identifier.eissn2052-4897
dc.identifier.jour-issn2052-4897
dc.identifier.olddbid205024
dc.identifier.oldhandle10024/188051
dc.identifier.urihttps://www.utupub.fi/handle/11111/53840
dc.identifier.urlhttps://drc.bmj.com/content/10/2/e002519
dc.identifier.urnURN:NBN:fi-fe2022081153619
dc.language.isoen
dc.okm.affiliatedauthorPalmu, Joonatan
dc.okm.affiliatedauthorSalmi, Marko
dc.okm.affiliatedauthorJalkanen, Sirpa
dc.okm.affiliatedauthorNiiranen, Teemu
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.publisherBMJ PUBLISHING GROUP
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumbere002519
dc.relation.doi10.1136/bmjdrc-2021-002519
dc.relation.ispartofjournalBMJ open diabetes research and care
dc.relation.issue2
dc.relation.volume10
dc.source.identifierhttps://www.utupub.fi/handle/10024/188051
dc.titleA plasma metabolite score of three eicosanoids predicts incident type 2 diabetes: a prospective study in three independent cohorts
dc.year.issued2022

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