• CAF-derived PDGFC is upregulated in LUAD and correlates with poor patient prognosis.
• PDGFC promotes EMT and MMP2 expression via the PDGFRA-MAPK/ERK pathway.
• PDGFC drives NF-to-CAF transformation and immunosuppressive TME remodeling.
• PDGFC-induced PDGFRA upregulation creates positive feedback, suggesting a novel therapeutic target.
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