For IPF, this implies that the PRS-IPF results are mainly driven by the effect of MUC5B. However, a recent study provided support that a common genetic variant score complements the MUC5B variant in accurately identifying individuals at high risk of interstitial lung abnormalities and IPF.35 The gene discussed is MUC5B; the disease is idiopathic pulmonary fibrosis.