In particular, shotgun sequencing of the fecal microbiome revealed increases in the mucin degrading bacteria Akkermansia Muciniphila which has been reported to be beneficial in many contexts including diabetes and obesity64. This evidence concerns the gene MUC5AC and diabetes mellitus.