For example, we found that numerous cancer hallmark-related pathways were significantly enriched in fibroblasts and epithelial cellular states, such as epithelial mesenchymal transition (EMT), TGF beta signaling and TNFA signaling via NFKB (Fig. 3a). This evidence concerns the gene TNF and cancer.