de Silva et al. report that in subjects with mild cognitive impairment, a coronary artery disease-polygenic risk score is more strongly associated with whole-brain volume atrophy than an Alzheimer’s disease-polygenic risk (excluding the APOE region). This evidence concerns the gene APOE and Cognitive impairment.