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Home › Dataset Library › A transcriptional map of the impact of endurance exercise training on skeletal muscle phenotype (resting muscle after endurance training)

Dataset: A transcriptional map of the impact of endurance exercise training on skeletal muscle phenotype (resting muscle after endurance training)

The molecular pathways which are activated and contribute to physiological remodeling of skeletal muscle in response to endurance...

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The molecular pathways which are activated and contribute to physiological remodeling of skeletal muscle in response to endurance exercise have not been fully characterized. We previously reported that ~800 gene transcripts are regulated following 6 weeks of supervised endurance training in young sedentary males, referred to as the training responsive transcriptome (TRT). Here we utilized this database together with data on biological variation in muscle adaptation to aerobic endurance training in both humans and a novel out-bred rodent model to study the potential regulatory molecules that coordinate this complex network of genes. We identified three DNA sequences representing RUNX1, SOX9, and PAX3 transcription factor binding sites as over-represented in the TRT. In turn, miRNA profiling indicated that several miRNAs targeting RUNX1, SOX9 and PAX3 were down-regulated by endurance training. The TRT was then examined by contrasting subjects who demonstrated the least vs. the greatest improvement in aerobic capacity (low vs. high responders), and at least 100 of the 800 TRT genes were differentially regulated, thus suggesting regulation of these genes may be important for improving aerobic capacity. In high responders, pro-angiogenic and tissue developmental networks emerged as key candidates for coordinating tissue aerobic adaptation. Beyond RNA level validation there were several DNA variants that associated with VO(2)max trainability in the HERITAGE Family Study but these did not pass conservative Bonferroni adjustment. In addition, in a rat model selected across 10 generations for high aerobic training responsiveness, we found that both the TRT and a homologous subset of the human high responder genes were regulated to a greater degree in high responder rodent skeletal muscle. This analysis provides a comprehensive map of the transcriptomic features important for aerobic exercise-induced improvements in maximal oxygen consumption. This data is from skeletal muscle post 6 weeks of endurance exercise training.

Species:
human

Samples:
24

Source:
E-GEOD-35659

PubMed:
20930125

Updated:
Dec.12, 2014

Registered:
Sep.19, 2014


Factors: (via ArrayExpress)
Sample END BORG MAX WORK (WATTS) RER DURATION (MINS) BODY MASS VO2MAX PER KG END HR (BPM) RER END HEART RATE (BPM) MIN)
GSM873144 19.0 360 0.87 15.995 104.7 42.4068767908 186.5 1.16 151 2.68
GSM873145 19.5 310 0.91 14.98 64.5 54.3410852713 186.5 1.19 123 1.82
GSM873146 18.5 340 0.99 16.0 83.1 51.8050541516 186.0 1.07 156 2.88
GSM873147 20.0 370 0.94 16.33 78.3 58.3652618135 188.5 1.205 137 2.93
GSM873148 19.5 450 0.94 22.5 78.5 69.872611465 191.0 1.18 135 2.99
GSM873149 19.5 320 0.98 14.75 70.0 56.3428571429 189.0 1.16 155 2.6
GSM873150 20.0 440 0.84 21.625 83.0 61.6265060241 190.5 1.115 130 3.17
GSM87315 19.0 340 1.01 17.0 73.0 54.7260273973 189.0 1.26 163 2.63
GSM873152 18.5 280 1.01 13.875 57.2 56.2062937063 198.0 1.265 160 1.9
GSM873153 19.0 400 0.89 19.75 92.0 50.9782608696 179.5 1.125 128 2.38
GSM873154 20.0 380 0.87 18.875 82.0 56.8902439024 186.0 1.105 131 2.35
GSM873155 19.5 350 0.96 16.665 74.6 54.5576407507 186.5 1.195 146 2.88
GSM873156 20.0 320 0.9 14.415 77.0 45.5844155844 191.0 1.15 163 2.42
GSM873157 18.5 370 0.95 17.125 69.5 62.1582733813 175.0 1.155 134 2.56
GSM873158 19.5 360 0.89 16.0 90.0 45.6111111111 186.0 1.18 151 2.96
GSM873159 15.5 340 0.93 15.25 69.0 62.6811594203 196.5 1.145 158 2.21
GSM873160 19.0 320 0.91 15.0 65.0 61.0769230769 195.0 1.13 162 2.407
GSM87316 19.0 360 0.89 16.625 65.0 66.0769230769 193.5 1.21 150 1.99
GSM873162 19.0 350 0.94 16.125 82.5 46.4848484848 184.0 1.17 165 2.46
GSM873163 19.5 380 0.97 16.915 79.5 54.0251572327 199.5 1.19 182 3.2
GSM873164 17.0 260 1.0 12.0 63.5 51.4960629921 197.0 1.18 168 2.2
GSM873165 19.0 350 0.98 15.415 79.0 58.2278481013 186.5 1.205 151 3.22
GSM873166 19.5 380 0.92 17.625 82.5 59.3333333333 199.5 1.125 150 2.71
GSM873167 20.0 320 0.95 15.0 81.5 39.3865030675 196.0 1.17 165 2.05

Tags

  • muscle

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