Among the prominent six genes highlighted in the protein-protein interaction network, higher expression levels of COL1A1 [28–31], COL1A2 [32], and APOE [33, 34] have also been confirmed to contribute to shorter survival in gastric cancer. The gene discussed is COL1A1; the disease is gastric cancer.