TF and type 2 diabetes mellitus: Additionally, we constructed transcription factors (TF)-mRNA regulatory and competing endogenous RNAs (ceRNA) networks of these biomarkers to predict potential drugs, which can provide potential targets for clinical diagnosis of T2DM and a theoretical basis for further understanding of the driving mechanism of T2DM.