Abstract 4367025: Multi-omics analysis of endurance exercise reveals cardioprotective remodeling in rat heart
Abstract
Background: Exercise improves cardiac health and lowers cardiovascular disease (CVD) risk, yet its protective molecular mechanisms remain incompletely understood. The Molecular Transducers of Physical Activity Consortium (MoTrPAC) provides a multi-omic atlas of endurance exercise responses in rat tissues. We performed a sex- and time-resolved integration of heart data to identify key adaptations and their relevance to CVD prevention. Methods: We applied MEFISTO, a time-aware extension of Multi-Omics Factor Analysis (MOFA2), to integrate longitudinal MoTrPAC multi-omics data—including transcriptomics, epigenomics, proteomics, post-translational modifications, and metabolomics—collected across 1 to 8 weeks of endurance training in male and female rats. Latent factors, which summarize multi-omics features covariation, were used to identify sex-specific molecular responses to endurance exercise. These factors were compared to public CVD datasets to assess shared and divergent molecular signatures. Results: We identified six latent factors spanning at least three omics layers, including four associated with endurance training. Factors 3, 4, and 5 reflected early, sex-specific adaptations involving energy and fatty acid metabolism. Particularly, Factor 1 captured a progressive, sex-shared signature, strongly correlated with VO2max (r > 0.8, p < 1e–6; Figure 1). This factor reflected a shift from acute metabolic responses to long-term remodeling, with upregulation of ATP metabolism, cardiac morphogenesis, and contractility pathways, supported by epigenetic and post-translational regulation (Figure 2). These findings suggest that endurance exercise enhances mitochondrial efficiency and promotes cardiac tissue maturation. Comparison with human CVD signatures revealed significant inverse enrichment in ischemic heart disease (p < 2e–10), heart failure (p < 2e–3), and cardiac hypertrophy (p < 6e–4). Genes associated with Factor 1 and inversely linked to CVD signatures were enriched for reduced T cell immunity and increased extracellular matrix organization, highlighting a coordinated immunomodulatory and structural adaptation. Conclusion: Endurance exercise drives sustained molecular remodeling, shifting from early metabolic activation to enhanced mitochondrial efficiency, epigenetic regulation, and cardiac development. Its inverse association with CVD signatures highlights exercise’s protective role through immune modulation and structural remodeling of the heart.
Article Details
Authors (33)
Pauline Brochet
Stanford University, Sunnyvale, California, United States
Joyce Njoroge
Stanford, Stanford, California, United States
Samuel Montalvo Hernandez
Stanford University, Stanford, California, United States
Malene Lindholm
Stanford University, Stanford, California, United States
Gregory Smith
Mount Sinai Hospital, Brooklyn, New York, United States
David Amar
Nicole Gay
23and ME, Sunnyvale, Colorado, United States
Bingqing Zhao
Institute of Neuroscience, Translational Medicine Institute, Health Science Center, School of Basic Medical Sciences, Xi’an Jiaotong University
Chia Hung
Stanford University, Sunnyvale, California, United States
Christopher Jin
Clarissa Chavez
Stanford University, Sunnyvale, California, United States
Daniel Nachun
Elena Zaslavsky
German Nudelman
Hannah Pincas
Icahn School of Med at Mount Sinai, New York, New York, United States
Jose Armenteros
Stanford University, Sunnyvale, California, United States
Kevin Smith
Stanford University, Sunnyvale, California, United States
Krista Hennig
Stanford University, Sunnyvale, California, United States
Mary Anne Amper
Icahn School of Med at Mount Sinai, New York, New York, United States
Matthew Wolf
Mital Vasoya
Nasim Bararpour
Yongchao Ge
Blake Rasmussen
University of texas Health Science Center, San Antonio, Texas, United States
Martin Walsh
Icahn School of Med at Mount Sinai, New York, New York, United States
Michael Snyder
Department of Genetics, Stanford University School of Medicine
Stephen Montgomery
Stuart Sealfon
Mount Sinai Hospital, Brooklyn, New York, United States
William Kraus
Duke University School of Medicine, Durham, North Carolina, United States
Zhen Yan
Shandong Key Laboratory of Environmental Processes and Health, School of Environmental Science and Engineering
Euan Ashley
Daniel Katz
Stanford University, Mountain View, California, United States
Matthew Wheeler
Stanford University, Stanford, California, United States