DPP9 and idiopathic pulmonary fibrosis: 11 The DPP9 locus was later confirmed to be associated with critically ill COVID-19 at genome-wide significance.14–16 Others have also confirmed and expanded on the shared genetic associations between critically ill COVID-19 and IPF.11,17–19