Further functional analysis revealed that they are mainly involved in the disturbances of the TCA cycle, mitochondrial respiratory electron transport, bile acid synthesis and metabolism, steroid, and lipid metabolism and GPCR-related signals, etc. Taken together, our results provided an essential link between the brain–gut axis and cognitive impairment in db/db mice. This evidence concerns the gene GPBAR1 and Cognitive impairment.