Our meta-analysis, consistent with previous studies, showed that the levels of PPAR-γ and PPAR-α decreased due to obesity, while TGF-β level and inflammation increased in adipose tissues. This evidence concerns the gene PPARG and obesity due to melanocortin 4 receptor deficiency.