TNF and Obesity: These macrophage populations express high levels of pro-inflammatory cytokines such as IL1β and TNF, and previous studies have shown that deficiency in TNF as well as TNF neutralization can improve glucose and insulin tolerance in mouse models of obesity (73–75).