Using this approach, we have identified four candidate genes (EBF1, PPP2R2B, PRELID2, and SPOCK1) that may represent novel cardiovascular disease risk genes mediated through LDL cholesterol pathways. Here, PRELID2 is linked to cardiovascular disorder.