Ruminococcaceae exerts a regulatory influence on lipid metabolism, diminishes inflammation, fortifies intestinal barrier integrity, curbs weight gain, and enhances insulin sensitivity in mice, effectively impeding the progression of obesity [50]. The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.