These markers combined with other factors on blood lipid-related indices, such as Apo-A1, Apo-A1 to Apo-B ratio, and HDL-C, may reflect the progress of pathogenesis of LAA stroke and be a panel of assessments for individuals with large-artery atherosclerosis without stroke. Here, APOB is linked to Stroke.