The ccRCC cells underwent stable transfection with the circSP3-OV, circSP3-ATG-mut, and the empty vector PLC5-ciR, along with the SP3-461aa-FLAG and PCDH-CMV-coGFP vectors. This evidence concerns the gene SP3 and nonpapillary renal cell carcinoma.