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

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  • muscle

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