Intersecting the niche markers (log2FC>0.25 and adjusted p-value < 0.05) with the significant mediator candidates, we identified four genes (CRABP2, MKI67, PRDX4, PLPP5) found in all three IPF niches (File S3). The gene discussed is MKI67; the disease is idiopathic pulmonary fibrosis.