Recent multi-ancestry meta-analyses have also implicated Mucin 1 (MUC1), encoding another transmembrane mucin, as a novel susceptibility locus, highlighting mucin dysregulation as a broader mechanism in IPF pathogenesis 34. This evidence concerns the gene MUC1 and idiopathic pulmonary fibrosis.