Many obesity-associated metabolic phenotypes were correlated with Bacteroides such as B. uniformis and B. caccae, and B. acidifaciens can prevent obesity and improve insulin sensitivity in mice (56, 57). This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.