The above results were supported by the existed publications that PD-L1 potentially regulated AMPK activation [31], and activation of AMPK/ULK1 pathway mediated autophagy contributed to TMZ-resistance in GBM [27, 28]. This evidence concerns the gene PRKAA1 and glioblastoma.