In a 2020 MR analysis, genetically elevated LDL-C and apoB were specifically tied to increased risk of large-artery stroke (LAS), while PCSK9-mediated LDL-C reduction showed protective effects across all ischemic stroke types [134]. Here, APOB is linked to ischemic stroke.