Multiomic identification of key transcriptional regulatory programs during endurance exercise training.
Gregory R SmithBingqing ZhaoMaléne E LindholmArchana Natarajan RajaMark R ViggarsHanna PincasNicole R GayYifei SunYongchao GeVenugopalan D NairJames A SanfordMary Anne S AmperMital VasoyaKevin S SmithStephen MontgomeryElena ZaslavskySue C BodineKaryn A EsserMartin J WalshMichael Paul SnyderStuart C Sealfonnull nullPublished in: bioRxiv : the preprint server for biology (2023)
Transcription factors (TFs) play a key role in regulating gene expression and responses to stimuli. We conducted an integrated analysis of chromatin accessibility and RNA expression across various rat tissues following endurance exercise training (EET) to map epigenomic changes to transcriptional changes and determine key TFs involved. We uncovered tissue-specific changes across both omic layers, including highly correlated differentially accessible regions (DARs) and differentially expressed genes (DEGs). We identified open chromatin regions associated with DEGs (DEGaPs) and found tissue-specific and genomic feature-specific TF motif enrichment patterns among both DARs and DEGaPs. Accessible promoters of up-vs. down-regulated DEGs per tissue showed distinct TF enrichment patterns. Further, some EET-induced TFs in skeletal muscle were either validated at the proteomic level (MEF2C and NUR77) or correlated with exercise-related phenotypic changes. We provide an in-depth analysis of the epigenetic and trans-factor-dependent processes governing gene expression during EET.
Keyphrases
- gene expression
- skeletal muscle
- transcription factor
- dna methylation
- genome wide identification
- insulin resistance
- genome wide
- high intensity
- bioinformatics analysis
- poor prognosis
- dna binding
- diabetic rats
- high glucose
- public health
- oxidative stress
- machine learning
- minimally invasive
- physical activity
- drug induced
- optical coherence tomography
- copy number
- deep learning
- dna damage
- endothelial cells
- adipose tissue
- label free
- long non coding rna
- body composition
- stress induced