TNF and Obesity: Previous studies show that polyphenols, polysaccharides, and caffeine can inhibit fatty acids absorption, reduce serum leptin levels, inhibit the interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α) gene expression, showing good anti-obesity property [32].