Univariate Cox-regression analysis indicated that shorter survival time was associated with positive YKL-40 intratumor expression, YKL-40 serum levels, tumor size, invasive ductal carcinoma, TNM stage, and presence of lymph node metastasis. This evidence concerns the gene CHI3L1 and metastatic malignant neoplasm in the lymph nodes.