Another study in mice proved that antibiotics cause modulation of gut bacteria and associated circulating LPS levels in obesity by improving insulin tolerance and glucose tolerance in metabolically active tissues14. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.