Impaired glucose tolerance and T2DM have various factors that may contribute to the initiation and progression of liver cancer, including insulin/insulin-like growth factor-related factors47, proinflammatory cytokines48, gut microbiota dysbiosis49, and angiogenesis50. This evidence concerns the gene INS and Impaired glucose tolerance.