However, there was a subset of features that was retained as the 12 most important in both methods, namely, subjective cognitive decline (SCD), APOE, age, a diet rich in sweets, frequency of family relationships, and body mass index (BMI). The gene discussed is APOE; the disease is Schnyder corneal dystrophy.