These results highlighted the importance of COL12A1 in a variety of malignancies, especially gastric cancer, and suggested its potential role as a candidate for clinical prognostic prediction and targeted therapy in patients with gastric cancer. The gene discussed is COL12A1; the disease is gastric cancer.