Collectively, our in vivo and in vitro experiments further substantiate the role of PODNL1 and PIGA genes in the pathogenesis of IPF, suggesting their potential as biomarkers for disease diagnosis. Here, PIGA is linked to idiopathic pulmonary fibrosis.