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. The gene discussed is NFKB1; the disease is glioblastoma.