The percentage of DRBCs in the IPF group was lower than that of the controls, and an enrichment in the transcription factors FOXA2 and FOXJ1, which have been reported to be strongly associated with lung development and cell differentiation, was observed45,46. Here, FOXJ1 is linked to idiopathic interstitial pneumonia.