The combination of eye movement parameters demonstrated the most robust ability to predict the progression from AD-MCI to AD-D (AUC = 0.864), which was further enhanced when integrated with age, education level, and APOE ε4 allele status (AUC = 0.899, Figure 7C; Supplementary Table S3). The gene discussed is APOE; the disease is Alzheimer disease.