Abstract: This study integrated echocardiography with widely targeted metabolomics to decipher how plasma metabolic dynamics couple with cardiac geometry in Yili horses during incremental treadmill exercise. Nine speed-type horses underwent a graded exercise test (6% incline; 0 to 9 m/s). Jugular venous blood samples collected at rest (0 m/s) and at 3, 5, 7, and 9 m/s were profiled by LC-MS, and Pearson correlation analysis was applied to relate differentially expressed metabolites (DEMs) to twenty echocardiographic structural indices. A core set of 314 shared DEMs (124 upregulated, 190 downregulated) was identified across all exercise comparisons, spanning amino acids, organic acids, and fatty acyls. These metabolites were mapped to ABC transporter, thermogenesis, aldosterone-regulated sodium reabsorption, steroid hormone biosynthesis, and one-carbon folate metabolism pathways. At rest (0 m/s), right ventricular end-diastolic dimension correlated positively with arginyl-isoleucine ( < 0.001), whereas left ventricular free wall thickness (diastolic and systolic) correlated positively with undecanedioic acid ( < 0.001) and proline-hydroxyproline ( < 0.01). At peak exercise (9 m/s), left ventricular mass and left ventricular mass index correlated positively with succinic acid ( < 0.05) and methylmalonic acid ( < 0.05), while left ventricular minor axis correlated with carnitine C14:2 and carnitine C12:1 ( < 0.05). Left ventricular end-systolic dimension and left atrial end-diastolic dimension correlated negatively with cysteine-glutathione disulfide and N2-(1-carboxyethyl)-L-arginine, respectively. These findings illuminate a robust metabolic-cardiac structure axis: amino acid metabolites support collagen matrix turnover and redox homeostasis, organic acids sustain mitochondrial energy flux and antioxidant defense, and fatty acyls fuel continuous contractile activity via enhanced fatty acid oxidation. This metabolome-informed framework furnishes a mechanistic basis for precision training and performance phenotyping in equine athletes.
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Overview
This study combined echocardiography and metabolomics to investigate how changes in blood metabolites relate to heart structure in Yili horses during progressively intense treadmill exercise.
The goal was to understand the metabolic and cardiac structural coupling that supports exercise performance in these horses.
Study Design and Methods
Subjects: Nine speed-type Yili horses were selected for the exercise test.
Exercise Protocol: Graded treadmill exercise with a 6% incline, increasing speed from 0 m/s (rest) to 9 m/s in stages (0, 3, 5, 7, and 9 m/s).
Data Collection:
Blood samples were taken from the jugular vein at each speed to analyze plasma metabolites.
Echocardiographic measurements: Twenty structural heart parameters were recorded at rest and peak exercise.
Metabolomics Analysis:
Liquid chromatography-mass spectrometry (LC-MS) was used to profile metabolites.
Differentially expressed metabolites (DEMs) were identified across exercise intensities.
314 common DEMs were found when comparing all exercise levels, including 124 upregulated and 190 downregulated compounds.
Statistical Analysis: Pearson correlation was used to link metabolite levels and heart structure variables.
Key Metabolite Classes and Pathways Identified
Types of Metabolites:
Amino acids and derivatives
Organic acids
Fatty acyls (fatty acids and derivatives)
Metabolic Pathways Involved:
ABC transporter pathway – involved in nutrient and metabolite transport across membranes
Thermogenesis – regulation of heat production during exercise
Aldosterone-regulated sodium reabsorption – important for fluid and electrolyte balance
Steroid hormone biosynthesis – linked to hormonal regulation of metabolism and stress
One-carbon folate metabolism – important for nucleotide synthesis and methylation reactions
Correlations Between Specific Metabolites and Cardiac Structural Indices
At Rest (0 m/s):
Right ventricular end-diastolic dimension positively correlated with arginyl-isoleucine, suggesting a link between this dipeptide and heart chamber size.
Left ventricular free wall thickness during diastole and systole correlated positively with undecanedioic acid (a medium-chain dicarboxylic acid) and proline-hydroxyproline, a dipeptide involved in collagen synthesis.
At Peak Exercise (9 m/s):
Left ventricular mass and mass index showed positive correlations with succinic acid and methylmalonic acid, organic acids involved in energy metabolism, indicating increased mitochondrial activity and energy flux.
Left ventricular minor axis dimension positively correlated with carnitine derivatives (C14:2 and C12:1), implicating enhanced fatty acid transport and oxidation in cardiac muscle during exercise.
Negative correlations were observed between:
Left ventricular end-systolic dimension and cysteine-glutathione disulfide, suggesting a role of redox homeostasis in cardiac contractility.
Left atrial end-diastolic dimension and N2-(1-carboxyethyl)-L-arginine, indicating complex regulation involving arginine derivatives.
Biological Implications and Interpretations
Amino Acid Metabolites:
Support collagen turnover, important for maintaining the cardiac extracellular matrix and structural integrity during exercise adaptation.
Contribute to redox balance, protecting heart tissue from oxidative stress induced by intensive exercise.
Organic Acids:
Sustain mitochondrial energy metabolism, crucial for ATP production in contracting cardiac muscle.
Serve as key energy substrates through fatty acid oxidation, supporting continuous cardiac contractile activity under increasing workload.
Significance and Applications
The study establishes a detailed metabolic-cardiac structure relationship specific to Yili horses, linking biochemical changes to anatomical adaptations during exercise.
This framework can inform precision training strategies by targeting metabolism to enhance cardiac performance and endurance in equine athletes.
Metabolome-informed phenotyping allows better prediction of performance capacity and helps monitor health during conditioning and competition.
Cite This Article
APA
Chang X, Peng J, Zhang Z, Zhai M, Chu H, Yao R, Luo P, Yao X, Ren W, Zeng Y.
(2026).
Integrative Metabolomic and Echocardiographic Profiling Reveals Metabolic-Cardiac Structural Coupling in Yili Horses During Incremental Exercise.
Animals (Basel), 16(11), 1672.
https://doi.org/10.3390/ani16111672