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

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  • muscle

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