1. 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
- Author
-
Shabnam R Momin, Claire L. Boulangé, Christina L. Wassel, Mimi Phan, David M. Herrington, Ibrahim Karaman, Meghana Gadghil, Timothy M. D. Ebbels, Manuja Kaluarachchi, Wendy S. Post, Paul Elliott, John C. Lindon, Elena Chekmeneva, Gonçalo Graça, Alexis C. Wood, Ioanna Tzoulaki, Russell P. Tracy, Georgina Saylor, and Philip Greenland
- Subjects
Metabolomics ,business.industry ,Physiology (medical) ,Ethnic group ,Medicine ,Computational biology ,Disease ,Cardiology and Cardiovascular Medicine ,business - 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-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 bootstrapping (1000 simulations) to partition the association between AMED and incident CVD into the effects of dietary intake on CVD which are mediated by the metabolomic cluster scores (the “indirect” / mediated effects) and those effects which are not (“direct effects”). All association analyses controlled for age, sex, ethnicity, data collection site and daily caloric intake. Results: AMED score was associated with reductions in the incidence of CVD (HR=0.95; 95% CI: 0.91 - 0.99; P=0.02). All metabolomic cluster scores were associated with AMED (all P-06 ; Table 1 ), with 6 significantly associated with incident CVD (all P-4 ) in the expected direction given their associations with AMED score. Four of these six significantly mediated the association of AMED score with incident CVD (PTable 1 ). Conclusions: These preliminary data suggest that specific molecules, if replicated in other studies, hold promise to identify the underlying pathways by which an AMED diet offers protection against CVD.
- Published
- 2021
- Full Text
- View/download PDF