HFD treatment caused obesity and impaired glucose tolerance (i.e., T2DM conditions) in both wild‐type and AppNL−F/NL−F mice, but only the latter animals exhibited an impaired cognitive function accompanied by marked increases in both Aβ deposition and microgliosis as well as insulin resistance in the hippocampus. Here, INS is linked to Impaired glucose tolerance.