APOE and Alzheimer disease: Samples carrying risk alleles for AD exhibited a significant increase in epigenetic age as measured by the GrimAge clock compared to the group carrying protective variants, suggesting that the APOE4 risk allele is associated with accelerated biological aging, particularly in the context of AD risk.