In addition, KEGG pathway analysis also revealed that lysosome, FoxO signaling pathway, diabetic cardiomyopathy and PD-L1 expression and PD-1 checkpoint pathway in cancer may related to PD (Fig. 7E). The gene discussed is CD274; the disease is cancer.