TNF and neoplasm: We further categorized the programs based on their spatial association with tumor region, normal region or boundary regions and highlighted NFKB-TNFA signaling pathways as recurrent gradated programs associated with spatial ITH in different glioblastoma samples, which has been reported as a mechanism employed by GBM cells to enhance their resistance21.