The extracellular matrix (ECM) is a vital component of the tumor microenvironment and plays an important role in tumor invasion and metastasis [14], and COL1A1 was proven to be a pro-metastatic ECM gene, which is believed to be a poor long-term survival factor in breast cancer [15,16]. The gene discussed is COL1A1; the disease is breast carcinoma.