Besides, we observed a positive correlation with serum CA19–9 value and the expression levels of TNNT1, MMP9 and CLIC3. There was also a positive correlation between another serum tumor marker CEA and PI3 expression levels. This evidence concerns the gene MMP9 and neoplasm.