This TF-gene network analysis revealed that genes interacting with CLOCK and ARNTL TFs were enriched for circadian genes, inferring a potential binding to these TFs in both the myotubes from NGT and T2D donors. This evidence concerns the gene CLOCK and type 2 diabetes mellitus.