Overall, while increasing the selenium supply of pre-adipocytes from a deficient to an adequate concentration protects against palmitate-induced insulin resistance in vitro, selenite supplementation of mice with established obesity has no effect on selenoproteins, such as GPx3, or on insulin action and adipose tissue metabolism in vivo. The gene discussed is GPX3; the disease is Insulin resistance.