The result showed that oxidative phosphorylation, mitochondria dysfunction and granzyme A are the significantly activated pathways (fold change over 1.5) (Fig. 6b), which caused genes/proteins expression to change in RCC and increased their ability of invasiveness and metastasis. Here, GZMA is linked to renal cell carcinoma.