TNF and Insulin resistance: It has been confirmed that concentrations of pro-inflammatory cytokines such as TNF-α, IL-6 and CRP are elevated in obese subjects [28] and elevated TNF-α, IL-6 are associated with obesity related insulin resistance [29].