TNF and inflammation: PM2.5 exposure is also well documented to induce pulmonary inflammation, often characterized by the expression of several inflammatory markers, including tumor necrosis factor (TNF)-α, interleukin (IL)-1β, IL-6, and IL-10 [6, 7].