Previously, Zhang et al. investigated 4907 plasma proteins using Somascan-based pQTLs in the Icelanders cohort and identified 21 blood proteins associated with DKD, including three cardiometabolic proteins (C2, TGFBI, and ITIH3) [43]. This evidence concerns the gene C2 and diabetic kidney disease.