Although there were no marked changes in the total microbial load (based on copies of the 16S rRNA gene), consistent with previous studies we observed obesity-associated shifts in the bacterial populations37, 38 and IL-22 treatment normalised these alterations in a dose dependent manner (Fig. 8a,b). Here, IL22 is linked to obesity due to melanocortin 4 receptor deficiency.