This study is a first report of comparative distribution of genotypes and alleles of 26 candidate gene variants implicated in mucin production, cell-cycle regulation, pro-inflammatory, and profibrotic signaling pathways pertinent to IPF pathobiology among patients from four populations across Europe (Czech, German, Greek, and French). Here, MUC5AC is linked to idiopathic pulmonary fibrosis.