This article reviews the study, “Fanlian huazhuo formula alleviates high-fat-diet-induced nonalcoholic fatty liver disease by modulating autophagy and lipid synthesis signaling pathway” published in the World Journal of Gastroenterology . The study explores the therapeutic potential of Fanlian Huazhuo formula (FLHZF) in treating metabolic-associated steatotic liver disease (MASLD), demonstrating that FLHZF reduces lipid accumulation, oxidative stress, and liver injury in MASLD models by modulating key signaling pathways involved in lipid metabolism and autophagy. This editorial emphasizes the potential of FLHZF as a treatment for MASLD and calls for further research to verify its clinical efficacy.