CYR61, C1ORF116, MAL2, SFTA2, and SUSD2 were determined as the hub genes of the “brown” module in the Cytoscape (Figure 9G), indicating the five genes were essential for the m7GPS risk score in IPF based on the discovery cohort. This evidence concerns the gene CCN1 and idiopathic pulmonary fibrosis.