In addition, shared gene expression features of IPF progression and ILA risk would highlight important biologic processes associated with the spectrum of interstitial lung disease from precursor lesions to irreversible fibrosis to death. Here, TNFRSF9 is linked to idiopathic pulmonary fibrosis.