Therefore, to identify the key factors in promoting cancer bone metastasis, we analyzed the GEO database for highly metastatic lung and breast cancers alongside osteoclast-related genes which revealed 11 genes are associated with cancer-mediated metastasis, with MDK showing significantly elevated expression, correlating with poor patient survival (Fig. 3A-D). Here, MDK is linked to breast carcinoma.