In this study, we constructed an HFD/STZ-induced mouse model of diabetes to clarify the possible roles of BPI in cognitive impairment via the LPS-LBP-TLR4 signaling pathway (Figure 5). This evidence concerns the gene TLR4 and Cognitive impairment.