Furthermore, research by Geng et al. [35] identified several independent prognostic factors for positive lymph nodes, including platelet numbers 1 and 2, CEA levels, tumor size, vascular invasion, calcification, and tumor grade. This evidence concerns the gene CEACAM5 and neoplasm.