Only Health ABC participants in the highest compared to the lowest quartiles of MMP1, Activin A, and OPN at baseline demonstrated significantly increased risk for cancer during follow-up with HR ≥ 1.4 for MMP1 and OPN. Here, SPP1 is linked to cancer.