Moreover, certain species of Firmicutes have been shown to improve insulin sensitivity, reduce fat accumulation, and lower blood lipid levels by regulating the level of GLP-1 in the gut, thus preventing metabolic diseases such as diabetes and obesity. This evidence concerns the gene INS and metabolic disease.