In summary, hyperlipidemia and hyperglycemia in DM rats could decrease hippocampal GLUT3 protein level and increase ERS, leading to decreased BDNF expression by disturbing the ER function and positively suppressing the NLRP3 pathway. This evidence concerns the gene BDNF and hyperlipidemia.