INS and type 2 diabetes mellitus: In addition, changes in the levels of gut flora metabolites, such as short chain fatty acids (SCFAs), and metabolites, such as secondary bile acids, can affect the host’s energy metabolism and insulin sensitivity, thereby influencing the onset and progression of T2DM (Gu et al., 2023).