When focusing on regulatory patterns, we found that CAFs displayed distinct cell type-specific TFs alongside shared TFs widely involved in carcinogenesis (Fig. 3h), including various tumor promoters or tumor suppressors, such as KLF4, NFIA, TCF21, NFKB1, and EGR1. This evidence concerns the gene NFKB1 and neoplasm.