According to the degree ranking, TP53, STAT3, SRC, HSP90AA1, EGFR, AKT1, IL6, PIK3CA, BCL2, and HIF1A have high degree values, which may be key targets for the treatment of diabetes. Here, EGFR is linked to diabetes mellitus.