Pathway-level breakdown revealed that CaWP cells exhibited enhanced outgoing signaling via COLLAGEN, FN1, LAMININ, and CD44 axes—key mediators of extracellular matrix organization and tumor–stroma interaction. This evidence concerns the gene FN1 and neoplasm.