Interestingly, we found that the chemical carcinogenesis–DNA adduct KEGG pathway is predicted enriched in the fructose group, which includes PhIP-DNA adduct-mediated colon cancer (Supplementary Fig. 1). The gene discussed is PHIP; the disease is malignant colon neoplasm.