Although some studies point toward a crucial role of Nox4 enzymes in adipose tissue dysfunctions, as well as metabolic disorders (Le Lay et al., 2014), this has been mainly related to the weight gain associated with this conditions (Jiang et al., 2011). The gene discussed is NOX4; the disease is metabolic disease.