In addition to the previously studied risk factors for unstable plaque formation such as hypertension, T2DM, and lipids, this study find that serum markers MMP-9, LOX-1, and YKL-40 are also independent risks of unstable plaque formation. This evidence concerns the gene CHI3L1 and hypertensive disorder.