Hwang et al. demonstrated that depletion of Firmicutes and Bacteroidetes caused by antibiotics in diet-induced obesity in mice alleviated systemic glucose intolerance, hyperinsulinemia, and IR via GLP-1 production [37]. This evidence concerns the gene GLP1R and obesity due to melanocortin 4 receptor deficiency.