Even though greatest sensitivity and specificity were obtained by the IFN+ signature in the classification of IFN+ TB patients, this model had lower specificity when discerning between IFN- and IFN+ TB patients against OD patients as well as the between the IFN- TB patient groups versus healthy individuals. The gene discussed is IFNA1; the disease is tuberculosis.