Mendelian randomisation studies have suggested that levels of HDL-cholesterol and apolipoprotein A-I (apoA-I; the major apolipoprotein of HDLs) are not causally linked with ASCVD [13–16]. The gene discussed is APOA1; the disease is atherosclerosis.