Compared with the control group, the ACD, AD, and VaD groups demonstrated an older age, a greater proportion of males and APOE ε4 carriers, lower educational attainment, prolonged pairs matching time and reaction time, along with an elevated MetRS. The gene discussed is APOE; the disease is Alzheimer disease.