INS and diabetes mellitus: Disorders in the gut microbiota can reduce insulin sensitivity and energy metabolism by altering the host intestinal mucosal barrier, thus affecting short-chain fatty acid (SCFA) synthesis, bile acid metabolism, and other pathways, ultimately leading to diabetes.