In this genetic association study using mendelian randomization including 347 797 participants of European ancestry from UK Biobank, genetically predicted apoB and LDL-C were positively associated with CAD, all-cause mortality, and cardiovascular mortality, all in a dose-dependent way. The gene discussed is APOB; the disease is coronary artery disorder.