Moreover, “CD28 on CD39+ activated Treg” was causally related to stomach cancer and esophageal cancer, while “CD19 on IgD+ CD38- naive” was found to be causally related to colon cancer and cancer of the small intestine. The gene discussed is CD28; the disease is esophageal cancer.