APOB and atherosclerosis: In a cohort of 4161 middle aged men and women, we performed mediation analysis in order to quantify the mediating effect of apoB-containing lipoproteins in the relationship between liver fat and atherosclerosis—as measured by coronary artery calcium score (CACS).