Consistent with previous studies, elevated YKL-40 levels were associated with obesity, alcohol overconsumption, smoking, and lower kidney function, as well as higher triglycerides and CRP, but not with LDL cholesterol [12, 18, 22, 23]. This evidence concerns the gene CRP and Obesity.