TY - JOUR
T1 - Comparative Analysis of Skeletal Muscle Transcriptional Signatures Associated With Aerobic Exercise Capacity or Response to Training in Humans and Rats
AU - Kelahmetoglu, Yildiz
AU - Jannig, Paulo R.
AU - Cervenka, Igor
AU - Koch, Lauren G.
AU - Britton, Steven L.
AU - Zhou, Jiajia
AU - Wang, Huating
AU - Robinson, Matthew M.
AU - Nair, K. Sreekumaran
AU - Ruas, Jorge L.
N1 - Funding Information:
This work was supported by the Swedish Research Council (2016-00785) and Novo Nordisk Foundation (NNF19OC0054132) to JR., the Wenner-Gren Foundations (Sweden) (UPD2017-0175), FAPESP (Brazil) (14/26797-5) to PJ, The Swedish Society for Medical Research to IC, the National Center for Advancing Translational Sciences (UL1TR000135) to KSN, and the National Institutes of Health (USA) (T32DK7352 to MR and R01AG09531 to KSN and P40ODO21331 to LK and SB).
Publisher Copyright:
© Copyright © 2020 Kelahmetoglu, Jannig, Cervenka, Koch, Britton, Zhou, Wang, Robinson, Nair and Ruas.
PY - 2020/10/26
Y1 - 2020/10/26
N2 - Increasing exercise capacity promotes healthy aging and is strongly associated with lower mortality rates. In this study, we analyzed skeletal muscle transcriptomics coupled to exercise performance in humans and rats to dissect the inherent and response components of aerobic exercise capacity. Using rat models selected for intrinsic and acquired aerobic capacity, we determined that the high aerobic capacity muscle transcriptome is associated with pathways for tissue oxygenation and vascularization. Conversely, the low capacity muscle transcriptome indicated immune response and metabolic dysfunction. Low response to training was associated with an inflammatory signature and revealed a potential link to circadian rhythm. Next, we applied bioinformatics tools to predict potential secreted factors (myokines). The predicted secretome profile for exercise capacity highlighted circulatory factors involved in lipid metabolism and the exercise response secretome was associated with extracellular matrix remodelling. Lastly, we utilized human muscle mitochondrial respiration and transcriptomics data to explore molecular mediators of exercise capacity and response across species. Human transcriptome comparison highlighted epigenetic mechanisms linked to exercise capacity and the damage repair for response. Overall, our findings from this cross-species transcriptome analysis of exercise capacity and response establish a foundation for future studies on the mechanisms that link exercise and health.
AB - Increasing exercise capacity promotes healthy aging and is strongly associated with lower mortality rates. In this study, we analyzed skeletal muscle transcriptomics coupled to exercise performance in humans and rats to dissect the inherent and response components of aerobic exercise capacity. Using rat models selected for intrinsic and acquired aerobic capacity, we determined that the high aerobic capacity muscle transcriptome is associated with pathways for tissue oxygenation and vascularization. Conversely, the low capacity muscle transcriptome indicated immune response and metabolic dysfunction. Low response to training was associated with an inflammatory signature and revealed a potential link to circadian rhythm. Next, we applied bioinformatics tools to predict potential secreted factors (myokines). The predicted secretome profile for exercise capacity highlighted circulatory factors involved in lipid metabolism and the exercise response secretome was associated with extracellular matrix remodelling. Lastly, we utilized human muscle mitochondrial respiration and transcriptomics data to explore molecular mediators of exercise capacity and response across species. Human transcriptome comparison highlighted epigenetic mechanisms linked to exercise capacity and the damage repair for response. Overall, our findings from this cross-species transcriptome analysis of exercise capacity and response establish a foundation for future studies on the mechanisms that link exercise and health.
KW - aerobic capacity
KW - exercise
KW - human studies
KW - rat models of exercise
KW - response to training
KW - skeletal muscle
KW - transcriptome (RNA-seq)
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U2 - 10.3389/fendo.2020.591476
DO - 10.3389/fendo.2020.591476
M3 - Article
AN - SCOPUS:85095699729
SN - 1664-2392
VL - 11
JO - Frontiers in Endocrinology
JF - Frontiers in Endocrinology
M1 - 591476
ER -