Together, these findings confirmed the relationship of PTP4A3 to immune cell infiltration and CD79A, CSF1R, INOS, COX2, STAT5A, FOXP3 and CCR8 in KIRP, suggesting an important immune regulation role of PTP4A3 in the renal cancer microenvironment. The gene discussed is PTGS2; the disease is renal carcinoma.