LEP and obesity due to melanocortin 4 receptor deficiency: Leptin was negatively correlated with Clostridium, Bacteroides and Prevotella, and positively correlated with Bifidobacterium and Lactobacillus [29].The results of the studies on the relationship between GSD, obesity, and incretin hormones remain controversial.