TNF and Obesity: Weight loss has been shown to improve inflammation in terms of several inflammatory markers associated with obesity, specifically decreases in pro-inflammatory biomarkers (CRP, TNF-α, IL-6, and leptin) and increases in the anti-inflammatory biomarker adiponectin [116].