Hydrodynamic injection of Gdf11 gene generated the sustained blood circulating level of GDF11 and long-term anti-diabetic effects, indicating that GDF11 has therapeutic potential in treating diabetes and obesity-related metabolic diseases. This evidence concerns the gene GDF11 and Other metabolic disease.