In Xiangya GBM cohort, the expression of APIP, CASP1, CASP4, CASP8, DDX58, IL1B, IL18, NFKB1, and NLRP3 in cluster 1 samples was higher than that in cluster 2 samples. This evidence concerns the gene APIP and glioblastoma.