PPARA and obesity due to melanocortin 4 receptor deficiency: In summary, BS can increase the beneficial bacteria in Lachnospiraceae_NK4A136_group and Norank_f_Muribaculaceae and enrich fatty acid-like metabolites, thereby reducing lipid levels in vivo, activating the PPAR signaling pathway, and regulating lipid metabolism in mice, thus improving obesity.