According to the order of importance, RF plots of overall comparison (HC vs LTB vs DS-TB vs DR-TB) presented IL-17, IL-1α, IL-2, IL-10, IL-5, IFN-γ, TNF-α and IL-6 as the topmost classifiers (Fig. 4a). Here, TNF is linked to tuberculosis.