A plasma metabolite score of three eicosanoids predicts incident type 2 diabetes: a prospective study in three independent cohorts
| dc.contributor.author | Tuomisto Karolina | |
| dc.contributor.author | Palmu Joonatan | |
| dc.contributor.author | Long Tao | |
| dc.contributor.author | Watrous Jeramie D | |
| dc.contributor.author | Mercader Kysha | |
| dc.contributor.author | Lagerborg Kim A | |
| dc.contributor.author | Andres Allen | |
| dc.contributor.author | Salmi Marko | |
| dc.contributor.author | Jalkanen Sirpa | |
| dc.contributor.author | Vasan Ramachandran S | |
| dc.contributor.author | Inouye Michael | |
| dc.contributor.author | Havulinna Aki S | |
| dc.contributor.author | Tuomilehto Jaakko | |
| dc.contributor.author | Jousilahti Pekka | |
| dc.contributor.author | Niiranen Teemu J | |
| dc.contributor.author | Cheng Susan | |
| dc.contributor.author | Jain Mohit | |
| dc.contributor.author | Salomaa Veikko | |
| dc.contributor.organization | fi=InFLAMES Lippulaiva|en=InFLAMES Flagship| | |
| dc.contributor.organization | fi=MediCity|en=MediCity| | |
| dc.contributor.organization | fi=biolääketieteen laitos|en=Institute of Biomedicine| | |
| dc.contributor.organization | fi=sisätautioppi|en=Internal Medicine| | |
| dc.contributor.organization | fi=tyks, vsshp|en=tyks, varha| | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.40502528769 | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.68445910604 | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.77952289591 | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.83772236069 | |
| dc.contributor.organization-code | 2607318 | |
| dc.converis.publication-id | 175276091 | |
| dc.converis.url | https://research.utu.fi/converis/portal/Publication/175276091 | |
| dc.date.accessioned | 2025-08-28T00:00:43Z | |
| dc.date.available | 2025-08-28T00:00:43Z | |
| 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.eissn | 2052-4897 | |
| dc.identifier.jour-issn | 2052-4897 | |
| dc.identifier.olddbid | 205024 | |
| dc.identifier.oldhandle | 10024/188051 | |
| dc.identifier.uri | https://www.utupub.fi/handle/11111/53840 | |
| dc.identifier.url | https://drc.bmj.com/content/10/2/e002519 | |
| dc.identifier.urn | URN:NBN:fi-fe2022081153619 | |
| dc.language.iso | en | |
| dc.okm.affiliatedauthor | Palmu, Joonatan | |
| dc.okm.affiliatedauthor | Salmi, Marko | |
| dc.okm.affiliatedauthor | Jalkanen, Sirpa | |
| dc.okm.affiliatedauthor | Niiranen, Teemu | |
| dc.okm.affiliatedauthor | Dataimport, tyks, vsshp | |
| dc.okm.discipline | 3121 Internal medicine | en_GB |
| dc.okm.discipline | 3121 Sisätaudit | fi_FI |
| dc.okm.internationalcopublication | international co-publication | |
| dc.okm.internationality | International publication | |
| dc.okm.type | A1 ScientificArticle | |
| dc.publisher | BMJ PUBLISHING GROUP | |
| dc.publisher.country | United Kingdom | en_GB |
| dc.publisher.country | Britannia | fi_FI |
| dc.publisher.country-code | GB | |
| dc.relation.articlenumber | e002519 | |
| dc.relation.doi | 10.1136/bmjdrc-2021-002519 | |
| dc.relation.ispartofjournal | BMJ open diabetes research and care | |
| dc.relation.issue | 2 | |
| dc.relation.volume | 10 | |
| dc.source.identifier | https://www.utupub.fi/handle/10024/188051 | |
| dc.title | A plasma metabolite score of three eicosanoids predicts incident type 2 diabetes: a prospective study in three independent cohorts | |
| dc.year.issued | 2022 |
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