Western blotting also exhibited downregulation of KLF12 reversed the positive regulation of COL18A1-AS1 on UCP1 and other browning markers in ccRCC (Fig. 6J). This evidence concerns the gene COL18A1 and nonpapillary renal cell carcinoma.