In addition, studies have shown that other factors such as age, serum carcinoembryonic antigen (CEA) level, race, and tumor site are also strongly associated with tumor development in individual cases (Wang et al. 2015; Liang et al. 2018; Biller and Schrag 2021). Here, CEACAM5 is linked to neoplasm.