Given the established association between the Pdpn gene and the biological process of inflammatory response, we hypothesized that knockdown of Pdpn in astrocytes would reduce inflammation levels in the hippocampus of T2DM mice, thereby ameliorating their memory impairment. Here, PDPN is linked to memory impairment.