Second, we conducted SEM analysis to extract the direct and indirect effects of type 2 diabetes, age, and ApoE-ε4 on major subcortical structural alterations, AD pathological biomarkers and cognition. The gene discussed is APOE; the disease is type 2 diabetes mellitus.