In this study, we incorporated PET/CT imaging findings, including the SUVmax of bone lesions, bone changes, and the location of bone lesions, with clinical data, including SRE, anemia, ALP, LDH, CA19-9, and CEA, into the binary logistic regression model. The gene discussed is CEACAM5; the disease is anemia.