Four biomarkers (CDCP1, IL-15RA, MIP-1α, PD-L1) showed inverse associations with CES-D changes in people with type 1 diabetes and positive associations with CES-D changes in people with type 2 diabetes. This evidence concerns the gene CD274 and type 2 diabetes mellitus.