RNF182 and pulmonary fibrosis: In summary, this research successfully pinpointed four promising biomarkers (FHL2, HPCAL1, RNF182, and SLAIN1) and investigated the potential involvement of SLAIN1 in the pathogenesis of idiopathic pulmonary fibrosis.