Indeed, studies from 2023 and 2024 have identified spatially distinct inflammatory versus fibrotic senescent subpopulations within the same tumor microenvironment, regulated by opposing NF-κB and TGF-β signaling networks. Here, NFKB1 is linked to neoplasm.