Future studies should explore the mechanisms by which the interaction between ApoE4 and T2DM contributed to AD pathology and evaluate the impact of GSK‐3β inhibitors on cognitive impairments in T2DM populations. The gene discussed is APOE; the disease is Cognitive impairment.