Among them, 3 CRGs in IPF samples were higher than that in healthy subjects, including NLRP3, SLC31A1, and CDKN2A, while others exhibited a lower expression, especially GLS (Figures 1A, B). This evidence concerns the gene SLC31A1 and idiopathic pulmonary fibrosis.