In addition, LPS reduction has been repeatedly shown to improve obesity and obesity-related cytokines42, and in this study, Pt-egg oil decreased LPS concentrations which were associated with enhanced adiponectin, and lowered leptin, resistin, and TNF-α. Here, TNF is linked to Obesity.