In multivariable Cox regression analyses, preoperative CEA, cancer obstruction, node positivity, lymphovascular invasion, perineural invasion, tumor budding, morbidity, and adjuvant chemotherapy status were excluded from the final models to avoid multicollinearity. The gene discussed is CEACAM5; the disease is neoplasm.