An in vitro study with emphasis on biomarker discovery for atherosclerosis by proteomics, show elevated YKL-40 levels in the supernatant of macrophages following treatment with oxidized low-density lipoprotein, a process that mimics the formation of "foam cells" [44]. This evidence concerns the gene CHI3L1 and atherosclerosis.