In the univariate analysis, 10 factors were significantly associated with survival: sex, KPS, breast cancer, esophageal cancer, colorectal cancer, interval between tumor diagnosis and diagnosis of bone metastases, CEA, lung metastases before bone metastases, T, and differentiation (Table 2). Here, CEACAM5 is linked to breast cancer.