A final panel of 8 biomarkers, i.e. IL-1β, IL-6, IL12p70, TNF-α, CgA, HBD2, calprotectin and caproate, was identified with PLS-DA to have the best predictive value for the IBS versus HC group. The gene discussed is IL1B; the disease is irritable bowel syndrome.