This preclinical study analyzed longan byproduct polyphenol extracts (LPPE) for antioxidant activity and tested their effects on lipid metabolism in high-fat diet-induced obese mice. LPPE reduced body weight gain and improved lipid profiles, but findings are limited to animal models and require human validation.