Lastly, a recent paper59 reported that the shared genetic signal between IPF and COVID-19 outcomes at the DPP9 and ATP11A loci are likely driven by the difference of total expression in whole blood, which was supported by colocalization using eQTLGen60 dataset. Here, DPP9 is linked to COVID-19.