For example, COL3A1 is highly expressed in both IPF and NSCLC tissues, so it is speculated that COL3A1 is a key molecule of cross-linking between IPF and NSCLC, and even a signal of IPF leading to NSCLC. The gene discussed is COL3A1; the disease is idiopathic pulmonary fibrosis.