Diabetes related biomarkers: GIP, GLP-1, leptin, glucagon and inflammatory cytokines: IL-4, IL-5, IL-10, IL-12, IFN-g and TNF-α were significantly affected by HFB diet compared to HF diet. The gene discussed is TNF; the disease is diabetes mellitus.