Toledo, EstefaníaWang, Dong DRuiz-Canela, MiguelClish, Clary BRazquin, CristinaZheng, YanGuasch-Ferré, MartaHruby, AdelaCorella, DoloresGómez-Gracia, EnriqueFiol, MiquelEstruch, RamónRos, EmilioLapetra, JoséFito, MontserratAros, FernandoSerra-Majem, LuisLiang, LimingSalas-Salvadó, JordiHu, Frank BMartínez-González, Miguel A2023-01-252023-01-252017-08-16http://hdl.handle.net/10668/11511Background: Lipid metabolites may partially explain the inverse association between the Mediterranean diet (MedDiet) and cardiovascular disease (CVD).Objective: We evaluated the associations between 1) lipid species and the risk of CVD (myocardial infarction, stroke, or cardiovascular death); 2) a MedDiet intervention [supplemented with extra virgin olive oil (EVOO) or nuts] and 1-y changes in these molecules; and 3) 1-y changes in lipid species and subsequent CVD.Design: With the use of a case-cohort design, we profiled 202 lipid species at baseline and after 1 y of intervention in the PREDIMED (PREvención con DIeta MEDiterránea) trial in 983 participants [230 cases and a random subcohort of 790 participants (37 overlapping cases)].Results: Baseline concentrations of cholesterol esters (CEs) were inversely associated with CVD. A shorter chain length and higher saturation of some lipids were directly associated with CVD. After adjusting for multiple testing, direct associations remained significant for 20 lipids, and inverse associations remained significant for 6 lipids. When lipid species were weighted by the number of carbon atoms and double bonds, the strongest inverse association was found for CEs [HR: 0.39 (95% CI: 0.22, 0.68)] between extreme quintiles (P-trend = 0.002). Participants in the MedDiet + EVOO and MedDiet + nut groups experienced significant (PenMediterranean dietPREDIMEDcardiovascular diseaselipidsmetabolomicsrandomized trialAgedCardiovascular DiseasesCholesterol EstersDiet, MediterraneanDietary FatsDietary SupplementsFemaleHumansLipid MetabolismLipidsMaleMiddle AgedNutsOlive OilRisk Factorsresearch article28814398open access10.3945/ajcn.116.1511591938-3207PMC5611779https://academic.oup.com/ajcn/article-pdf/106/4/973/24212973/ajcn151159.pdfhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5611779/pdf