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]. This evidence concerns the gene INS and obesity disorder.