Other potential markers including HEY2 (identified by sensitivity analysis) and PECAM1 (identified by MR and sensitivity analysis) and the top causal pairs BIRC2–PLOD1 and CRBN–MRPL40 also suggested a role of immunity in atherosclerosis. This evidence concerns the gene PLOD1 and atherosclerosis.