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. Here, CD38 is linked to esophageal cancer.