TNF and obstructive sleep apnea syndrome: Furthermore, OSA has been shown in studies to be associated with chronic activation of the immune system, including increased levels of pro-inflammatory cytokines such as interleukin-6 (IL-6) and tumor necrosis factor alpha (TNF-α) [11].