Therefore, the parallel increase of YKL-40 with liver fibrosis implies that the graded macrophage differentiation, as reflected by YKL-40 levels, plays key roles in liver fibrosis in NAFLD. Here, CHI3L1 is linked to metabolic dysfunction-associated steatotic liver disease.