In this study, we demonstrate that hydrodynamic transfer of Gdf11 gene prevented HFD induced obesity, hyperglycemia, insulin resistance and fatty liver in mice. This evidence concerns the gene GDF11 and obesity due to melanocortin 4 receptor deficiency.