It All Rolls Downstream: Upstream Control of Physical Activity Regulation
Breidenbach, B. M.; Liu, L.; La, T.; Castro-Padovani, T. N.; Keller, N.; Pescatello, L. S.; Robinson, M. M.; Kelly, S. A.; Gerrish, K.; Lightfoot, J. T.
Show abstract
Physical activity is regulated by a variety of genetic molecules. However, the pathways through which those molecules work to regulate activity is largely unknown. The purpose of this study was to gather the known genetic molecules that are associated with activity regulation and define overall upstream regulator pathways through which these molecules work. We conducted a systematic review to gather all available published datasets related to physical activity regulation, standardized the data for genomic location and species, and used this data, in an unbiased manner to create a dataset that was used: (1) to physically map and visualize all identified molecules to homologous chromosome locations and (2) as the dataset for which an Upstream Regulator Analysis (URA) was conducted using Qiagen Ingenuity Pathway Analysis (IPA) software. Our search resulted in 469 genetic molecules (e.g. genomic variant, transcript, protein, micro-RNA) that were split into brain (n=366) and muscle (n=345) sub-groups, which was our attempt to separate differences in central vs peripheral pathways. The brain and muscle data sets had several potential upstream regulators, the top-rated being {beta}-estradiol as a regulator for 19.5% and 21% of the brain and muscle datasets respectively. To our knowledge, {beta}-estradiols identification as a potential regulator, is the first evidence to link the well-known effects of sex hormones on physical activity with genetic regulation of physical activity. There were a variety of potential upstream regulators for the molecules collected in this review, but interestingly, three of the top five for both brain and muscle are nuclear receptor binding ligands; estradiol (estrogen receptor), dexamethasone (glucocorticoid receptor), and tretinoin (retinoic acid receptor), indicating a potential role of nuclear receptors in the regulation of physical activity. Selective nuclear receptor modulation may be an area of interest in future mechanistic studies of the genetic regulation of physical activity.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Total testosterone is not associated with lean mass or handgrip strength in pre-menopausal females: findings from the NHANES 92%
- Integrative Metagenomic and Blood Biomarker Analysis Reveals Distinct Metabolic Responses to Aerobic and Anaerobic Interventions in Athletic and Non-Athletic Individuals 92%
- Environment-wide association study (EWAS) on cardiometabolic traits: A systematic assessment of the association of lifestyle variables on a longitudinal setting 91%
Similar papers in this journal
- Do exercise-associated genes explain phenotypic variance in the three components of fitness? A Systematic review & Meta-analysis. 92%
- Endocannabinoid and psychological responses to acute resistance exercise in trained and untrained adults 91%
- Gender-based heterogeneity of FAHFAs in trained runners 91%
Similar papers in this journal
- Bioinformatic analysis of differentially expressed long non-coding RNAs in skeletal muscle following aerobic and resistance exercise 92%
- Unveiling sex-based differences in the effects of alcohol abuse: a comprehensive functional meta-analysis of transcriptomic studies 89%
- Reduced Expression of Slc Genes in the VTA and NAcc of Male Mice with Positive Fighting Experience 89%
Similar papers in this journal
- Conserved and species-specific transcriptional responses to daily programmed resistance exercise in rat and mouse. 93%
- Exercise twice-a-day potentiates markers of mitochondrial biogenesis in men 92%
- Human studies of mitochondrial biology demonstrate an overall lack of binary sex differences: A multivariate meta-analysis 91%
Similar papers in this journal
- RNA sequencing on muscle biopsy from a 5-week bedrest study reveals the effect of exercise and potential interactions with dorsal root ganglion neurons 93%
- Effects of maternal exercise modes on infant cord blood proteome 91%
- Obesogenic diet and targeted deletion of potassium channel Kv1.3 have differing effects on voluntary exercise in mice. 91%
"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.