This study broadens our understanding of the interactive influence of histological heterogeneity and preoperative serum CEA levels on patient outcomes, which are associated with pathophysiological mechanisms, and may help in monitoring and predicting the prognosis of CEA-elevated CA patients. Here, CEACAM5 is linked to cancer.