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

Salmi Marko; Palmu Joonatan; Salomaa Veikko; Vasan Ramachandran S; Inouye Michael; Jousilahti Pekka; Havulinna Aki S; Lagerborg Kim A; Jain Mohit; Mercader Kysha; Niiranen Teemu J; Long Tao; Jalkanen Sirpa; Watrous Jeramie D; Tuomisto Karolina; Cheng Susan; Andres Allen; Tuomilehto Jaakko

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

Salmi Marko
Palmu Joonatan
Salomaa Veikko
Vasan Ramachandran S
Inouye Michael
Jousilahti Pekka
Havulinna Aki S
Lagerborg Kim A
Jain Mohit
Mercader Kysha
Niiranen Teemu J
Long Tao
Jalkanen Sirpa
Watrous Jeramie D
Tuomisto Karolina
Cheng Susan
Andres Allen
Tuomilehto Jaakko
Katso/Avaa
PalmuEtAl2022APlasmaMetabolite.pdf (1.182Mb)
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BMJ PUBLISHING GROUP
doi:10.1136/bmjdrc-2021-002519
URI
https://drc.bmj.com/content/10/2/e002519
Näytä kaikki kuvailutiedot
Julkaisun pysyvä osoite on:
https://urn.fi/URN:NBN:fi-fe2022081153619
Tiivistelmä

Introduction 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.

Research design & methods 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.

Results 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).

Conclusions 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.

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