We found COL18A1-AS1/KLF12 axis activated the genes related with lipid browning, including UCP1, PCG1A, DIO2, and CIDEA, thus promoted lipid consumption and inhibited ccRCC progression. Here, DIO2 is linked to nonpapillary renal cell carcinoma.