T2DM-related essential genes were largely abundant in the p53 signalling pathway, MAPK signalling pathway, apoptosis and necroptosis pathways, according to KEGG enrichment analysis (Fig. 4D). The gene discussed is TP53; the disease is type 2 diabetes mellitus.