The current study demonstrates that chronic hyperglycemia not only increased the SP formation but also triggered tau hyperphosphorylation and synapse loss in the brain, thus potentiating the cognitive dysfunction in the Pdx1+/−/APP/PS1 mice. This evidence concerns the gene MAPT and Hyperglycemia.