However, differing from previous studies, we combined the genes associated with GNG7 in kidney cancer cell lines and further elaborated the potential mechanisms and immune characteristics of these genes in kidney cancer by GO and KEGG gene enrichment analysis. Here, GNG7 is linked to kidney cancer.