Shared genetic signals between IPF and severe COVID-19 were identified near MUC5B, DPP9 and ATP11A, although the signals at MUC5B and ATP11A had opposite effects on the risk for the two diseases. Here, ATP11A is linked to idiopathic pulmonary fibrosis.