Oxidative stress is associated with instigating insulin resistance by up-regulating the production of pro-inflammatory cytokines, such as CRP and TNF-α, which induce damage to proteins in the insulin cascade (Styskal et al., 2012; Xie et al., 2017). Here, TNF is linked to Insulin resistance.