We have developed a mathematical model by a system of ODEs and DDEs to study the effect of regulatory cytokines (TGF-β, IFN-β) and delayed apoptotic cell death mechanism on transitions between N1- and N2-dominant system, the N1/N2 mutual antagonism, and their impact on tumor growth (Fig 3). The gene discussed is IFNB1; the disease is neoplasm.