Previous research has indicated that butyrate supplementation upregulates PPARγ expression in pig adipocytes [56] and prevents diet-induced obesity by increasing energy expenditures [57]. The gene discussed is PPARG; the disease is obesity due to melanocortin 4 receptor deficiency.