Dynamic Transcriptomic Network Responses to Divergent Acute Exercise Challenges in Young Adults
Lavin, K. M.; Graham, Z. A.; McAdam, J. S.; O'Bryan, S. M.; Drummer, D. J.; Bell, M. B.; Kelley, C. J.; Lixandrao, M. E.; Peoples, B.; Tuggle, S. C.; Seay, R.; Van Keuren-Jensen, K.; Huentelman, M. J.; Pirrotte, P.; Reiman, R.; Alsop, E.; Hutchins, E.; Antone, J.; Bonfitto, A.; Meechoovet, B.; Palade, J.; Talboom, J. S.; Sullivan, A.; Aban, I.; Peri, K.; Broderick, T. J.; Bamman, M. M.
Show abstract
Acute exercise elicits dynamic transcriptional changes that, when repeated, form the fundamental basis of adaptations in health, resilience, and performance. While moderate-intensity endurance training combined with conventional resistance training (traditional, TRAD) is often prescribed and recommended by public health guidance, high-intensity training combining maximal-effort intervals with intensive, limited-rest resistance training is a time-efficient alternative that may be used tactically (HITT) to seek whole body health benefits. Mechanisms of action of these distinct doses are incompletely characterized and have not been directly compared. We assessed transcriptome-wide responses in skeletal muscle and circulating extracellular vesicles (EVs) to a single exercise bout in young adults randomized to TRAD (n=21, 12M/9F, 22{+/-}3y) or HITT (n=19, 11M/8F, 22{+/-}2y). Next-generation sequencing captured small, long, and circular RNA in muscle and EVs. Analysis identified differentially expressed transcripts (|log2FC|>1, FDR[≤]0.05) immediately (h0, EVs only), h3, and h24 post-exercise within and between exercise doses. Additionally, all apparently responsive transcripts (FDR<0.2) underwent singular value decomposition to summarize data structures into latent variables (LVs) to deconvolve molecular expression circuits and inter-regulatory relationships. LVs were compared across time and exercise dose. TRAD generally elicited a stronger, more consistent transcriptional response than HITT, but considerable overlap and key differences existed. Findings reveal shared and unique molecular responses to divergent exercise stimuli and lay groundwork toward establishing relationships between protein-coding genes and lesser-understood transcripts that serve regulatory roles in response to exercise. Future work should advance the understanding of these circuits and whether they repeat in other populations or following other types of exercise/stress. NEW AND NOTEWORTHYWe examined small and long transcriptomics in skeletal muscle and serum-derived extracellular vesicles before and after a single exposure to traditional combined exercise (TRAD) and high-intensity tactical training (HITT). Across 40 young adults, we found more consistent protein-coding gene responses to TRAD, whereas HITT elicited differential expression of microRNA enriched in brain regions. Follow-up analysis revealed relationships and temporal dynamics across transcript networks, highlighting potential avenues for research into mechanisms of exercise response and adaptation.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Skeletal muscle mitochondria contain nuclear-encoded RNA species prior to and following adaptation to exercise training in rats 96%
- Conserved and species-specific transcriptional responses to daily programmed resistance exercise in rat and mouse. 95%
- Exercise twice-a-day potentiates markers of mitochondrial biogenesis in men 95%
Similar papers in this journal
Similar papers in this journal
- Cold exposure drives weight gain and adiposity following chronic suppression of brown adipose tissue 91%
- Sexual Dimorphism of Skeletal Muscle in a Mouse Model of Breast Cancer: A Functional and Molecular Analysis 91%
- Postnatal protein intake as a determinant of skeletal muscle structure and function in mice - a pilot study 91%
Similar papers in this journal
- Skeletal muscle PGC-1α remodels mitochondrial phospholipidome but does not alter energy efficiency for ATP synthesis 93%
- Concerted regulation of skeletal muscle metabolism and contractile properties by the orphan nuclear receptor Nr2f6 93%
- Chronic Aryl Hydrocarbon Receptor Activity Phenocopies Smoking-induced Skeletal Muscle Impairment 93%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.