The greatest risk was conferred by the highest quartiles of GDF15, TNFR1, MMP1, MMP7, and μPAR, with participants in Q4 for each biomarker having a HR ≥ 1.6 for incident dementia relative to those in Q1. Here, TNFRSF1A is linked to dementia.