NRF1 and neoplasm: To investigate the potential role of CAF clusters in tumorigenesis, the expression of ten tumor-related pathways were evaluated in the four CAF clusters, including WNT, NRF1, MYC, CellCycle, PI3K, HIPPO, NOTCH, RAS, TGF-Beta, and TP53 signaling pathways.