TNF and nonpapillary renal cell carcinoma: Based on the above premise, we analyzed the single-cell data of ccRCC and found that TNF mRNA was mainly expressed in myeloid cells and NK cells, but ccRCC cells was also expressed to some extent (Fig. 5A-B).