The correlations between gut microbiota and obesity-related indices demonstrated that Firmicutes was negatively correlated with adipose IL-10 level and colonic il-10 expression, whereas it had positive association with hepatic tgf-β expression. This evidence concerns the gene TGFB1 and obesity due to melanocortin 4 receptor deficiency.