SPP1 and idiopathic pulmonary fibrosis: Our NMF analysis revealed factors in the IPF and the d7 and d21 BLM datasets that shared key marker genes indicative of macrophages (SPP1, CD68 and APOE) (Extended Data Fig. 5a).