Further, expression levels of TF regulators in the NF-κB family (NFKB1, NFKB2, RELA, RELB) were highest in TS3 cluster (Fig. 2g, h), reinforcing the notion that NF-κB pathway activation within the tumor epithelium drives TS3. This evidence concerns the gene NFKB1 and neoplasm.