Abstract MP09: Untargeted 1 H Nmr Metabolomics Metabolomic Analysis Reveals Pathways Of Protection Between Mediterranean-style Diet And Incident Cardiovascular Disease In The Multi-ethnic Study Of Atherosclerosis (original) (raw)

Circulation, 2021

Abstract

Background: The metabolites associated with a Mediterranean-style (AMED) diet may give insight into why AMED is robustly associated with protection against CVD. Previous investigations seeking to identify these have been limited by the use of modest sample sizes and targeted assays. Methods: Using samples from the Multi-Ethnic Study of Atherosclerosis (MESA), we conducted untargeted 1 H NMR spectroscopy (600 MHz) with internal and external annotation on the sera of ~3,698 participants, ages 45-84, who were free from overt CVD. We included data on baseline dietary intake (self-reported), and all incident CVD events (excluding stroke) over a 10-year period. From >100,000 spectral features, 845 significant associations (P<2.2*10 -6 ) were identified via linear regression, and reduced to a putative list of 46 via elastic net regularized models. Hierarchical clustering identified 11 feature groups, from which cluster scores were constructed. The ‘mediate’ package in R used bootstra...

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