Patients with high ApoB:ApoA1 ratio shared a serum metabolomic profile with adult SLE patients with sub-clinical atherosclerosis; a CD8+ T-cell phenotype with CD8+ T-cells isolated from human atherosclerotic plaque; and had a more active disease trajectory. Here, CD8A is linked to atherosclerosis.