We also confirmed that CD44 was highly expressed in our collected ccRCC tissues and its expression level was augmented with the overexpression of circPPP6R3 in our animal studies, representative images of IHC were shown (Fig. 7D). Here, CD44 is linked to nonpapillary renal cell carcinoma.