These results indicate that CTSK, SNX9, GLS1, and P‐SMAD3 are coordinately upregulated and spatially co‐localized in fibrotic lung tissues, suggesting their potential synergistic roles in the pathogenesis of PF. The gene discussed is CTSK; the disease is pemphigus foliaceus.