GCG and obesity due to melanocortin 4 receptor deficiency: However, alterations in certain gut microbiota by drugs or dietary fibers [such as decreased abundance of Firmicutes and Bacteroidetes (32)] contributed to the elevation of GLP-1 levels and the improvement of obesity-induced insulin resistance.