IGF1 and fibrosis: Finally, the disease gene-association analysis on the DEGs without the respiratory tract disease filter showed that six DEGs (namely, ACTG2, AGER, COL1A1, COL3A1, IGF1, and SPP1) were associated with fibrosis.