A high abundance of bifidobacteria could be protective in obesity since it is speculated that this bacteria may decrease pro-inflammatory cytokines and decrease endotoxaemia which can improve glucose-induced insulin and glucose tolerance [16, 77]. The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.