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. Here, CEACAM5 is linked to anemia (phenotype).