Recent investigations have underscored that hyperglycemia stimulates inflammatory factors to activate microglial NLRP3 in hippocamp, upregulating P2X7R and enhancing ROS production and TXNIP expression, all of which likely mediate the emergence of depression in diabetic mice model [302]. This evidence concerns the gene TXNIP and Hyperglycemia.