TNFRSF9 and idiopathic pulmonary fibrosis: Despite this caveat, many of the genes identified as being predictive of ILA have been implicated in IPF pathogenesis, and the correlation structure amongst IPF risk score genes allowed us to perform pathway enrichment analyses and link the predictive transcripts to specific biological processes.