We identified three genes of interest (SPP1, COL1A1, and VEGFA) by bioinformatics analysis that were verified by qPCR in samples of TGF-β1-induced HFL fibroblast cells and pulmonary fibrosis mice. This evidence concerns the gene COL1A1 and pulmonary fibrosis.