1. Increased Levels of Circulating Fatty Acids Are Associated with Protective Effects against Future Cardiovascular Events in Nondiabetics
- Author
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Philippe Giral, Olga McLeod, Ulf de Faire, Antonio Checa, Anders Hamsten, Elena Tremoli, Elmo Mannarino, Sudhir Kurl, Muhammad Anas Kamleh, Steve E. Humphries, Rainer Rauramaa, Angela Silveira, Craig E. Wheelock, Damiano Baldassarre, Karl Gertow, John Örvik, Andries J. Smit, Fabrizio Veglia, and Groningen Kidney Center (GKC)
- Subjects
Male ,0301 basic medicine ,PREDICTION ,Physiology ,030204 cardiovascular system & hematology ,Biochemistry ,INTIMA-MEDIA THICKNESS ,DISEASE ,0302 clinical medicine ,Risk Factors ,cardiovascular disease ,Medicine ,chemistry.chemical_classification ,education.field_of_study ,diabetes ,Middle Aged ,Prognosis ,metabolomics ,3. Good health ,Cardiovascular Diseases ,Docosahexaenoic acid ,Saturated fatty acid ,Female ,Polyunsaturated fatty acid ,IMPROVE ,Population ,fatty acids ,eicosanoids ,03 medical and health sciences ,Fatty Acids, Omega-6 ,Diabetes mellitus ,Fatty Acids, Omega-3 ,Diabetes Mellitus ,Humans ,Oxylipins ,endocannabinoids ,Omega 3 fatty acid ,education ,EUROPEAN POPULATION ,Aged ,VASCULAR EVENTS ,business.industry ,Fatty acid ,General Chemistry ,MASS-SPECTROMETRY ,PROFILES ,Protective Factors ,medicine.disease ,030104 developmental biology ,chemistry ,MYOCARDIAL-INFARCTION ,Case-Control Studies ,Omega-6 fatty acid ,RISK-FACTORS ,Factor Analysis, Statistical ,business ,Biomarkers - Abstract
Cardiovascular disease (CVD) is a major cause of morbidity and mortality worldwide, particularly in individuals with diabetes. The current study objective was to determine the circulating metabolite profiles associated with the risk of future cardiovascular events, with emphasis on diabetes status. Nontargeted metabolomics analysis was performed by LC-HRMS in combination with targeted quantification of eicosanoids and endocannabinoids. Plasma from 375 individuals from the IMPROVE pan-European cohort was included in a case-control study design. Following data processing, the three metabolite data sets were concatenated to produce a single data set of 267 identified metabolites. Factor analysis identified six factors that described 26.6% of the variability in the given set of predictors. An association with cardiovascular events was only observed for one factor following adjustment (p = 0.026). From this factor, we identified a free fatty acid signature (n = 10 lipids, including saturated, monounsaturated, and polyunsaturated fatty acids) that was associated with lower risk of future cardiovascular events in nondiabetics only (OR = 0.65, 0.27-0.80 95% CI, p = 0.030), whereas no association was observed among diabetic individuals. These observations support the hypothesis that increased levels of circulating omega-6 and omega-3 fatty acids are associated with protective effects against future cardiovascular events. However, these effects were only observed in the nondiabetic population, further highlighting the need for patient stratification in clinical investigations.
- Published
- 2018