In single gene association analyses for the 50 IPF score genes, nearly half of all transcripts had discordant effect directions for ILA association compared to associations with all-cause mortality and in comparison to gene weights in the IPF score. Here, TNFRSF9 is linked to idiopathic pulmonary fibrosis.