APOE and Alzheimer disease: After multiple traditional statistical analyzes and bioinformatics analyzes, we identified a novel AD diagnostic panel that included 30 metabolites, age and APOE ε4 and an MCI diagnostic panel that included 45 metabolites, age and APOE ε4.