SPP1 and pulmonary fibrosis: Genes involved in pulmonary fibrosis processes found to be upregulated in CIPF compared with healthy WHWTs in cluster M1 included FN1, SPP1, CXCL8, and PLAU (encoding plasminogen activator urokinase) (Figures 5D–G).