» Articles » PMID: 38697122

Molecular Adaptations in Response to Exercise Training Are Associated with Tissue-specific Transcriptomic and Epigenomic Signatures

Abstract

Regular exercise has many physical and brain health benefits, yet the molecular mechanisms mediating exercise effects across tissues remain poorly understood. Here we analyzed 400 high-quality DNA methylation, ATAC-seq, and RNA-seq datasets from eight tissues from control and endurance exercise-trained (EET) rats. Integration of baseline datasets mapped the gene location dependence of epigenetic control features and identified differing regulatory landscapes in each tissue. The transcriptional responses to 8 weeks of EET showed little overlap across tissues and predominantly comprised tissue-type enriched genes. We identified sex differences in the transcriptomic and epigenomic changes induced by EET. However, the sex-biased gene responses were linked to shared signaling pathways. We found that many G protein-coupled receptor-encoding genes are regulated by EET, suggesting a role for these receptors in mediating the molecular adaptations to training across tissues. Our findings provide new insights into the mechanisms underlying EET-induced health benefits across organs.

Citing Articles

Researcher views on returning results from multi-omics data to research participants: insights from The Molecular Transducers of Physical Activity Consortium (MoTrPAC) Study.

Ormond K, Stanclift C, Reuter C, Carter J, Murphy K, Lindholm M BMC Med Ethics. 2025; 26(1):22.

PMID: 39920727 PMC: 11804059. DOI: 10.1186/s12910-025-01174-9.


Effects of time-of-day on the noradrenaline, adrenaline, cortisol and blood lipidome response to an ice bath.

Braunsperger A, Bauer M, Brahim C, Seep L, Tischer D, Peitzsch M Sci Rep. 2025; 15(1):1263.

PMID: 39779795 PMC: 11711488. DOI: 10.1038/s41598-025-85304-8.


Train and Reprogram Your Brain: Effects of Physical Exercise at Different Stages of Life on Brain Functions Saved in Epigenetic Modifications.

Kukla-Bartoszek M, Glombik K Int J Mol Sci. 2024; 25(22).

PMID: 39596111 PMC: 11593723. DOI: 10.3390/ijms252212043.


Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise.

Rubenstein A, Smith G, Zhang Z, Chen X, Chambers T, Ruf-Zamojski F bioRxiv. 2023; .

PMID: 37808658 PMC: 10557702. DOI: 10.1101/2023.09.26.558914.


Multi-omic identification of key transcriptional regulatory programs during endurance exercise training.

Smith G, Zhao B, Lindholm M, Raja A, Viggars M, Pincas H bioRxiv. 2023; .

PMID: 36711841 PMC: 9882056. DOI: 10.1101/2023.01.10.523450.

References
1.
Chen J, Zhou R, Feng Y, Cheng L . Molecular mechanisms of exercise contributing to tissue regeneration. Signal Transduct Target Ther. 2022; 7(1):383. PMC: 9709153. DOI: 10.1038/s41392-022-01233-2. View

2.
Love M, Huber W, Anders S . Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014; 15(12):550. PMC: 4302049. DOI: 10.1186/s13059-014-0550-8. View

3.
Reske J, Wilson M, Chandler R . ATAC-seq normalization method can significantly affect differential accessibility analysis and interpretation. Epigenetics Chromatin. 2020; 13(1):22. PMC: 7178746. DOI: 10.1186/s13072-020-00342-y. View

4.
Dubois V, Staels B, Lefebvre P, Verzi M, Eeckhoute J . Control of Cell Identity by the Nuclear Receptor HNF4 in Organ Pathophysiology. Cells. 2020; 9(10). PMC: 7600215. DOI: 10.3390/cells9102185. View

5.
Wan J, Oliver V, Wang G, Zhu H, Zack D, Merbs S . Characterization of tissue-specific differential DNA methylation suggests distinct modes of positive and negative gene expression regulation. BMC Genomics. 2015; 16:49. PMC: 4331481. DOI: 10.1186/s12864-015-1271-4. View