Intersection analysis of transcriptomic profiles between LUAD and IPF epithelial lineages revealed four conserved dysregulated genes (FDR <0.01, |logFC| > 1), FTL, MYL6, PRDX6, and PFDN5, with concordant expression patterns across both pathologies. Here, PFDN5 is linked to idiopathic pulmonary fibrosis.