INS and obesity due to melanocortin 4 receptor deficiency: Furthermore, an increased P. mirabilis abundance was observed in rats that underwent a high-fat diet, also being significantly correlated with triglyceride levels, and leptin and insulin concentration, indicating that this bacterium may be associated with low-grade inflammation linked to obesity [54].