Abstract 68: Metabolomic Profiles of Cardiac Structure and Function and Their Associations with Incident Heart Failure in Multi-Ethnic Populations
Abstract
Introduction: Metabolic dysregulation is associated with heart failure (HF). However, comprehensive evaluation of the effect of circulating metabolites on cardiac function, a critical measure for predicting HF risk and prognosis, in multi-ethnic populations remains limited. Objectives: We aim to identify circulating metabolites associated with cardiac function and HF risk in multi-ethnic populations. Methods: We evaluated 21,638 HF-free participants (57% non-White, 57% women) from seven studies, who had contemporaneous circulating metabolite and echocardiography (echo) measures. We used linear regressions (within study) to evaluate the cross-sectional associations between metabolites and cardiac structure/function traits, adjusting for clinical risk factors. Random-effect meta-analyses were performed to produce overall estimates. Cox proportional hazard regression was used to examine the association of echo-related metabolites with incident HF, and its subsets, HF with reduced and preserved ejection fraction (HFrEF, HFpEF). Results: Of 1,027 analyzed metabolites in relation to 42 echo measures, 604 were significantly associated with 28 echo measures (FDR <0.05), including cardiac structure and left and right ventricular function traits. In the prospective analyses, 156, 59, and 73 metabolites showed a significant association with incident HF, HFrEF, and HFpEF, with an average hazard change of 21%, 13%, and 32% per SD difference in metabolite level. Many identified metabolites showed consistent effects across echo measures and HF risk (Figure). High levels of acisoga, an end-product of polyamine metabolism and a potential biomarker for HF, were associated with greater left atrial size and HFpEF risk; high levels of homoarginine, an amino acid with anti-inflammatory properties, were associated with low left ventricular mass and a lower risk for HFrEF and HFpEF. Some metabolites demonstrated divergent effects-high levels of glycerol, a precursor for the synthesis of triacylglycerols and phospholipids, were associated with low left ventricular mass yet a high risk of HFrEF. Conclusions: Metabolomic profiling revealed distinct and mostly consistent associations between circulating metabolites, cardiac structure/function, and incident HF in multi-ethnic populations. Our findings provide insights into the metabolic pathways underlying cardiac remodeling and HF pathogenesis, and raise the possibility that novel metabolites may inform HF risk stratification.
Article Details
Authors (26)
Eun Hye Moon
UTHealth at Houston, Houston, Texas, United States
Taryn Alkis
The University of Texas Health Science Center at Houston, Houston, Texas, United States
Kai Luo
Shinhye Chung
University of Texas Health Science Center at Houston, School of Public Health, Houston, Texas, United States
Eric Boerwinkle
Susan Cheng
Clary Clish
Robert Gerszten
Megan Grove
UTHealth, Houston, Texas, United States
Michael Hall
University of Mississippi, Jackson, MS, USA.
Lifang Hou
Scott Hutton
Metabolon, Inc, Morrisville, North Carolina, United States
Robert Kaplan
JORGE KIZER
Univ California San Francisco, Kentfield, California, United States
Donald Lloyd-Jones
Framingham Center for Population and Prevention Science, Framingham, MA
Bruce Psaty
University of Washington, Seattle, WA, USA.
Laura Raffield
Carlos Rodriguez
Jerome Rotter
The Lundquist Institute, Torrance, California, United States
Amil Shah
University of Texas Southwestern Medical Center, Dallas (A.S.).
Sanjiv Shah
Northwestern University Feinberg School of Medicine, Chicago
Kent Taylor
The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California, United States
Kari Wong
Vanessa Xanthakis
Vasan Ramachandran
The University of Texas San Antonio School of Public Health, San Antonio, Texas, United States
Bing Yu
College of Chemistry and Materials Science, Guangdong Provincial Key Laboratory of Supramolecular Coordination Chemistry