In terms of pre-diabetes, a number of studies have reported the effects of quercetin on TNF-α activity, where quercetin showed to ameliorate TNF-α pro-inflammatory cytokine induced insulin resistance in skeletal muscle tissue (Dai et al., 2013a). The gene discussed is TNF; the disease is Insulin resistance.