The classification result and the contour plot (Figure 6) strongly support our hypothesis, i.e., the information of the selected residues in intervening regions can be used to classify the relation between CagA sequences and gastric cancer, although the difference between the profiles of cancer and non-cancer groups is not very strong. The gene discussed is S100A8; the disease is cancer.