Temporal Multi-Omic Analysis Uncovers Sex-Biased Molecular Programs Underlying Skeletal Muscle Adaptation to Endurance Training
Many, G.; Jin, C.; Day, N.; Smith, G. R.; Iyer, G.; Sanford, J. A.; Bareja, A.; Jimenez-Morales, D.; Voos, K.; Leach, D. T. A.; Goodyear, L.; Goodpaster, B.; Ortlund, E. A.; Burant, C. F.; Gaul, D.; Viggars, M. R.; Kohrt, W.; Snyder, M.; Fernandez, F.; Esser, K. A.; Bodine, S.; Huffman, K.; Kraus, W.; Newgard, C.; Hevener, A. L.; Qian, W.-J.; Schenk, S.; Adkins, J. N.; Lindholm, M. E.
Show abstract
BackgroundExercise training is known to benefit health and reduce disease risk. While skeletal muscle adaptations are fundamental to many of the health benefits of exercise training, the common and sex-specific molecular regulators that mediate these adaptations remain to be fully elucidated. MethodsTo this end, we leveraged skeletal muscle multi-omics data generated by the Molecular Transducers of Physical Activity Consortium (MoTrPAC), where 6 month-old male and female rats endurance trained for 1, 2, 4, or 8 weeks. Our objective was to identify shared and sex-specific multi-omic molecular responses to endurance training in skeletal muscle, and relate them to phenotypic adaptations. ResultsWe identified largely sexually-conserved transcriptomic and proteomic pathway enrichments in the gastrocnemius, which correlated with skeletal muscle responses from a published exercise study in humans. We uncovered sex-consistent post-translational modifications, including decreased oxidation of MYH2 and deacetylation of the {beta}-oxidation enzyme HADHA. Pathway enrichment analyses revealed sex-specific remodeling across the acetylome, redox proteome, and phosphoproteome; females decreased mitochondrial protein cysteine oxidation and increased mitochondrial cristae proteins, indicative of enhanced redox buffering and mitochondrial efficiency. Despite decreases in cysteine oxidation of key mitochondrial proteins, females displayed increases in the cysteine oxidation of proteins involved in glucose catabolism relative to males after 8 weeks of training, suggestive of sex-biased subcellular reactive oxygen species generation. Males demonstrated earlier induction of mitochondrial transcripts and predicted activation of mTOR. Although the increase in mitochondrial protein abundance was more modest in males, there was greater oxidation of mitochondrial proteins in response to training compared to females. ConclusionsThis work shows a large portion of the adaptive response to endurance training in skeletal muscle is shared between females and males, while there are distinct and nuanced sex-specific adaptations that are evident, particularly at the level of post-translational regulation.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Training-induced bioenergetic improvement in human skeletal muscle is associated with non-stoichiometric changes in the mitochondrial proteome without reorganization of respiratory chain content 97%
- Human skeletal muscle fiber heterogeneity beyond myosin heavy chains 96%
- The mitochondrial mRNA stabilizing protein, SLIRP, regulates skeletal muscle mitochondrial structure and respiration by exercise-recoverable mechanisms 96%
Similar papers in this journal
- Serum proteomic profiling of physical activity reveals CD300LG as a novel exerkine with a potential causal link to glucose homeostasis 96%
- High-Intensity Interval Training Remodels the Proteome and Acetylome of Human Skeletal Muscle 95%
- A 2-Hydroxybutyrate-mediated feedback loop regulates muscular fatigue 95%
Similar papers in this journal
- Exercise Training and Cold Exposure Trigger Distinct Molecular Adaptations to Inguinal White Adipose Tissue 95%
- Dietary macronutrients modulate the proteome of brown adipose tissue in males and their female offspring 94%
- Non-canonical Metabolic and Molecular Effects of Calorie Restriction Are Revealed by Varying Temporal Conditions 94%
Similar papers in this journal
- Multi-Tissue Metabolomics Reveal mtDNA- and Diet-Specific Metabolite Profiles in a Mouse Model of Cardiometabolic Disease 95%
- SOD2 in Skeletal Muscle: New Insights from an Inducible Deletion Model 93%
- Metabolic analysis of sarcopenic muscle identifies positive modulators of longevity and health span in C. elegans 93%
Similar papers in this journal
- Persistent DNA damage rewires lipid metabolism and promotes histone hyperacetylation via MYS-1/Tip60. 94%
- Ampk alpha2 T172 Activation Dictates Exercise Performance and Energy Transduction in Skeletal Muscle 92%
- Nicotinamide riboside improves muscle mitochondrial biogenesis, satellite cell differentiation and gut microbiota composition in a twin study 92%
"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.