Our findings revealed two rare variants, KIF7 rs138354681 and GJA1 rs778110855, as well as one novel variant, PDE1C PP785745, present in children with DS and CHD but absent in those without CHD. The gene discussed is KIF7; the disease is coronary artery disorder.