The expression degree of CRTAC1, COL10A1, COMP, RPS4Y1, IGFL2, NECAB1, SCG5, SLC6A4, SPP1 in IPF tissue were prominently higher than the normal group (Figure 9; all P < 0.05). Here, IGFL2 is linked to idiopathic pulmonary fibrosis.