Finally, the correlation of CENPM with chemokines and chemokine receptors is shown in the radar plot, where molecules such as CCL5, CXCL13, CXCR3, CXCR5 were found to be most relevant to CENPM in ccRCC (Fig. 7D). Here, CXCR5 is linked to nonpapillary renal cell carcinoma.