When we interrogated the function of these genes further, we found that many of them (e.g., MMP7, GDF15, and MUC5B) have been implicated in the pathogenesis of pulmonary fibrosis (17) (Fig. 2E and Dataset S6). This evidence concerns the gene MMP7 and pulmonary fibrosis.