TGFB1 and nonpapillary renal cell carcinoma: The results suggested that the 1st and 2nd metaprograms were significantly associated with hypoxia, the JAK-STAT pathway, and tumor-related pathways such as MAPK, TGFb, and WNT, which are closely related to the occurrence and development of ccRCC (Fig. 3E).