Candidate SNPs were selected from NGS data, and subsequent case–control studies demonstrated that the CUBN rs2291521G > A, HNF1A rs55783344C > T, and LIPC rs17269397A > G SNPs are related to the prevalence of CAD. Here, LIPC is linked to coronary artery disorder.