Approximately half of the genes in the ILA score [IPF transcripts] were of opposite direction in the IPF score, and genes associated with ILA may also be risk factors for mortality and partially represent aging effects on mortality. Here, TNFRSF9 is linked to idiopathic pulmonary fibrosis.