PPARA and obesity due to melanocortin 4 receptor deficiency: The downregulation of PPAR, modulated by SCFAs, has been shown to improve obesity-related biomarkers induced by an HFD through a cascade that shifts hepatic metabolism from lipogenesis toward fatty acid oxidation [58].