Related Experiment Video
Updated: Sep 17, 2025

A Swimming-Induced Zebrafish Exercise Apparatus for Versatile Training Approaches
Published on: October 18, 2024
Dynamic Metabolic Changes Driven by Exercise Intensity in Acute Swimming
Chunxue Tang1, Baile Wu1, Yuxiao Deng1
1Department of Exercise Physiology, Beijing Sport University, Beijing, CHINA.
Purpose:
Utilizing wearable devices and high-throughput omics technologies, the study aimed to establish an intensity-specific human acute swimming exercise model and draw a swimming metabolome atlas to clarify the commonalities and specificities in a panoramic dynamic physiological response under different intensities.
Methods:
Forty-two healthy nonathlete young adults were randomly divided into moderate-intensity continuous training (MICT) and high-intensity interval training (HIIT) acute swimming groups. Blood samples were collected at baseline, 0, 15 and 30 min after swimming for metabolomics and targeted lipidomics testing.
Results:
1) Baseline results showed high homogeneity among participants. There were no statistical differences in total exercise duration or energy expenditure between groups ( P > 0.05), but HIIT showed significantly higher average speeds and maximum heart rates than MICT ( P < 0.001). 2) Two hundred nine metabolites (56.5%) following swimming exercise significantly changed ( P < 0.05), whereas five metabolites were identified by their significant intensity-dependent characteristics, and Pearson correlation analysis revealed the strongest correlation ( r = 0.917) between levels of N -acetylvaline and lactic acid. 3) Combining longitudinal sampling with omics temporal dynamic analysis, acute swimming atlas showed MICT and HIIT significantly upregulated the tricarboxylic acid cycle and presented commonalities and intensity differences in amino acids metabolism related to the emotional regulation pathway and lipid metabolism related to fat hydrolysis and oxidative utilization.
Conclusions:
The study established an intensity-specific human acute swimming model. N -Acetylvaline may be a potential novel intensity-specific exercise biomarker. The acute swimming metabolome atlas reveals substrate utilization and recovery characteristics driven by intensities, especially for emotional regulation pathway and lipid metabolism.
Related Concept Videos
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...
Exercise and Muscle Performance
Endurance exercises
Endurance exercises involve running, swimming, or cycling, which require repetitive movements with low force output. When a person engages in endurance exercise, a few noticeable changes occur in their skeletal muscles. For instance, the number of capillaries...
Muscle Recovery and Fatigue

