Abstract 4367025: Multi-omics analysis of endurance exercise reveals cardioprotective remodeling in rat heart

P Pauline Brochet (Stanford University, Sunnyvale, California, United States) J Joyce Njoroge (Stanford, Stanford, California, United States) S Samuel Montalvo Hernandez (Stanford University, Stanford, California, United States) M Malene Lindholm (Stanford University, Stanford, California, United States) G Gregory Smith (Mount Sinai Hospital, Brooklyn, New York, United States) D David Amar N Nicole Gay (23and ME, Sunnyvale, Colorado, United States) B Bingqing Zhao (Institute of Neuroscience, Translational Medicine Institute, Health Science Center, School of Basic Medical Sciences, Xi’an Jiaotong University) C Chia Hung (Stanford University, Sunnyvale, California, United States) C Christopher Jin C Clarissa Chavez (Stanford University, Sunnyvale, California, United States) D Daniel Nachun E Elena Zaslavsky G German Nudelman H Hannah Pincas (Icahn School of Med at Mount Sinai, New York, New York, United States) J Jose Armenteros (Stanford University, Sunnyvale, California, United States) K Kevin Smith (Stanford University, Sunnyvale, California, United States) K Krista Hennig (Stanford University, Sunnyvale, California, United States) M Mary Anne Amper (Icahn School of Med at Mount Sinai, New York, New York, United States) M Matthew Wolf M Mital Vasoya N Nasim Bararpour Y Yongchao Ge B Blake Rasmussen (University of texas Health Science Center, San Antonio, Texas, United States) M Martin Walsh (Icahn School of Med at Mount Sinai, New York, New York, United States) M Michael Snyder (Department of Genetics, Stanford University School of Medicine) S Stephen Montgomery S Stuart Sealfon (Mount Sinai Hospital, Brooklyn, New York, United States) W William Kraus (Duke University School of Medicine, Durham, North Carolina, United States) Z Zhen Yan (Shandong Key Laboratory of Environmental Processes and Health, School of Environmental Science and Engineering) E Euan Ashley D Daniel Katz (Stanford University, Mountain View, California, United States) M Matthew Wheeler (Stanford University, Stanford, California, United States)

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

Journal Circulation
Volume / Issue Vol. 152, Issue Suppl_3
Published November 04, 2025
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (33)

P

Pauline Brochet

Stanford University, Sunnyvale, California, United States

J

Joyce Njoroge

Stanford, Stanford, California, United States

S

Samuel Montalvo Hernandez

Stanford University, Stanford, California, United States

M

Malene Lindholm

Stanford University, Stanford, California, United States

G

Gregory Smith

Mount Sinai Hospital, Brooklyn, New York, United States

D

David Amar

N

Nicole Gay

23and ME, Sunnyvale, Colorado, United States

B

Bingqing Zhao

Institute of Neuroscience, Translational Medicine Institute, Health Science Center, School of Basic Medical Sciences, Xi’an Jiaotong University

C

Chia Hung

Stanford University, Sunnyvale, California, United States

C

Christopher Jin

C

Clarissa Chavez

Stanford University, Sunnyvale, California, United States

D

Daniel Nachun

E

Elena Zaslavsky

G

German Nudelman

H

Hannah Pincas

Icahn School of Med at Mount Sinai, New York, New York, United States

J

Jose Armenteros

Stanford University, Sunnyvale, California, United States

K

Kevin Smith

Stanford University, Sunnyvale, California, United States

K

Krista Hennig

Stanford University, Sunnyvale, California, United States

M

Mary Anne Amper

Icahn School of Med at Mount Sinai, New York, New York, United States

M

Matthew Wolf

M

Mital Vasoya

N

Nasim Bararpour

Y

Yongchao Ge

B

Blake Rasmussen

University of texas Health Science Center, San Antonio, Texas, United States

M

Martin Walsh

Icahn School of Med at Mount Sinai, New York, New York, United States

M

Michael Snyder

Department of Genetics, Stanford University School of Medicine

S

Stephen Montgomery

S

Stuart Sealfon

Mount Sinai Hospital, Brooklyn, New York, United States

W

William Kraus

Duke University School of Medicine, Durham, North Carolina, United States

Z

Zhen Yan

Shandong Key Laboratory of Environmental Processes and Health, School of Environmental Science and Engineering

E

Euan Ashley

D

Daniel Katz

Stanford University, Mountain View, California, United States

M

Matthew Wheeler

Stanford University, Stanford, California, United States