This study aimed to identify the key genes in the PI3K‐Akt pathway associated with the diagnosis and prognosis of CCRCC using data mining from the Cancer Genome Atlas (TCGA) and Gene Expression Synthesis (GEO) datasets. Here, AKT1 is linked to nonpapillary renal cell carcinoma.