TF and type 2 diabetes mellitus: Moreover, the gene set enrichment analysis (GSEA), immune profile analysis, construction of the gene-drug network and transcription factor (TF)-miRNA-mRNA network were also performed on diagnostic genes to explore their mechanism of action in T2DM.This research is of great significance for the diagnosis and treatment of T2DM.