Many of the ICGs in our study, including IDO, PDL1, PD1, TIM3, and CTLA4 expression have been directly associated with reduced survival in GBM patients, while LAG3 has been tied to severe T cell dysfunction10,13,14,23–25. Here, HAVCR2 is linked to glioblastoma.