INS and Hyperinsulinemia: IR leads to neural and cognitive abnormalities in the brain, predisposing it to cognitive dysfunction through hyperinsulinemia, impaired insulin signaling, and altered Amyloid Precursor Protein (APP) metabolism [121,122,123,124].