Our analysis suggested that SNPs in PSRC1 were strongly associated with gene expression, LDL-C and CAD, and furthermore, these SNPs were significantly associated with circulating levels of granulins and apolipoprotein B. Moreover, we demonstrated that circulating levels of these proteins were causally associated with LDL-C and CAD. Here, GRN is linked to coronary artery disorder.