Using publicly available transcriptomic data from primary human myotubes derived from individuals with and without T2D, our re-analysis identified altered rhythmic expression of several genes, including PER3, ARNTL, HOXB5, and TSSK6. Here, HOXB5 is linked to type 2 diabetes mellitus.