In contrast, individuals with high abundance of Akkermansia-Bacteroidales- and Ruminococcaceae-CAGs had reduced risk of cardiometabolic disease and obesity, while having a metagenome enriched in pathways for mucin degradation and methane production, respectively. This evidence concerns the gene MUC5AC and obesity disorder.