LEP and Obesity: For example, leptin-deficient obesity in mice is associated with a decreased abundance of beneficial bacteria, including Akkermansia and Ruminococcaceae_UCG_014, and increased abundance of inflammation-related Flavobacterium in the salivary samples, indicating that leptin-deficient obesity is a risk factor for developing periodontitis [44].