WPMY-1 cells, while sharing some TFs, showed higher activity of TFs associated with cell cycle regulation and proliferation, such as E2F family members (E2F1, E2F4, E2F8) and JUN, highlighting key regulatory differences between tumor-derived CAFs and benign stromal fibroblasts. Here, JUN is linked to neoplasm.