Collectively, these results delineated multi-layered regulatory networks governing PPP1CA and CTSD expression, encompassing transcriptional, post-transcriptional, and competing endogenous RNA-mediated mechanisms, which might critically influence T2DM pathogenesis. The gene discussed is PPP1CA; the disease is type 2 diabetes mellitus.