Our mathematical models of TNF, IL-6, pro-IL-1β, and NOS2 states reveal that transitions to and from phenotypically negative or non-responding macrophage populations are critical determinants of macrophage AIH and responses to primary and secondary LPS challenge. Here, TNF is linked to autoimmune hepatitis.