GNG7 and kidney cancer: Subsequently, we carefully selected GNG7-related genes from CCLE kidney cancer cell lines and performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses to explore the immune pathways associated with GNG7.