Mechanistic studies using Gal-3 knockout models or specific inhibitors are also essential to define its role in insulin resistance, inflammation, and fibrosis and to explore whether Gal-3 mediates the anti-inflammatory effects of metformin. This evidence concerns the gene LGALS3 and Insulin resistance.