All these results predicted by bioinformatics analysis were validated in ccRCC cell lines, where we found that GNG7‐silenced cells grew faster and the G2M phase was increased when compared to the negative control cells, consistent with GNG7 function in other tumors (Liu et al., 2016). Here, GNG7 is linked to nonpapillary renal cell carcinoma.