Despite an overlap of only 12%–36% of variation between DNAm GDF15 and plasma GDF15 across the three cohorts, the two measures showed relatively similar associations with dementia risk and ADRD‐related brain atrophy; however, we found the former was a stronger predictor of cognitive decline. This evidence concerns the gene GDF15 and Brain atrophy.