In summary, we identified significant associations between four SNPs (rs7528419 of CELSR2, rs7756935 and rs1805017 of PLA2G7 and rs964184 of ZNF259) and CHD in Han Chinese individuals. Here, PLA2G7 is linked to coronary artery disorder.