Then we further investigated the top five differential expression genes in normal and IPF lung tissues from dataset GSE47460 and found that two genes (IL13RA2 and IGFL2) were involved in cytokines and growth factors mediated pathways (Figure S1B-C). Here, IGFL2 is linked to idiopathic pulmonary fibrosis.