In addition, the gut microbiota influenced inflammatory factors by modulating the secretion of inflammatory cytokines, and IL-6 and TNF-α are the biomarkers associated with inflammation and obesity (30). Here, TNF is linked to obesity due to melanocortin 4 receptor deficiency.