A specific set of circRNAs was capable of distinguishing atherosclerotic from healthy arterial tissue in individual patients, and circRNAs from YPEL2 and HSPG2 served to distinguish patients with atherosclerosis from non-atherosclerosis individuals by blood sampling. Here, HSPG2 is linked to atherosclerosis.