Research suggests that certain compounds, including l-theanine, may help alleviate high-fat diet-induced obesity by affecting the gut microbiota and liver function. Some studies indicate that these compounds can enhance hepatic oxidative phosphorylation and increase production of beneficial substances like butyrate. The potential benefits of these compounds are being explored in relation to various health conditions, including metabolic disorders and obesity.