Taken together, our data suggested tumor-associated MSCs source to bone remodeling of ccRCC bone metastasis through dysregulation of the RANKL/OPG-RANK axis (Fig. 6G). The gene discussed is TNFRSF11A; the disease is nonpapillary renal cell carcinoma.