We tested their predictive value individually, simultaneously, and—because the presence of the APOE e4 allele has previously been found to predict cognitive decline in this same cohort during almost the same period of life [5]—in models also including the APOE e4 status of the participants. Here, APOE is linked to Mental deterioration.