Moreover, with the combination of bioinformatics analysis and literature review, the critical roles of ATM and the ErbB signaling pathway in the occurrence of T2D were highlighted and subsequently validated by in vitro assays. The gene discussed is EGFR; the disease is type 2 diabetes mellitus.