In addition, guilty of association analysis reminded us that SAA4 might involve in acute phase response and inflammation response in GO and activate IL6-JAK-STAT3 signal in ccRCC (Figure S8(a,b)). The gene discussed is STAT3; the disease is nonpapillary renal cell carcinoma.