We also observed positive correlations between the risk score and several immune checkpoint genes, including SIGLEC7, PDCD1, LILRB2, HAVCR2, and LAG3, which have been tied to poor prognosis in glioma (27). Here, PDCD1 is linked to central nervous system cancer.