Tumor locus, pT status, pN status, and histopathology were selected as explanatory variables for the analysis of factors associated with the preoperative serum CD109 level, whereas the pT status, pN status, drinking history, and smoking history were selected for the analysis of factors associated with the CD109 index. Here, CD109 is linked to neoplasm.