Several studies have identified specific commensal bacteria in the gut microbiome that are associated with higher or lower energy levels. These bacteria influence energy metabolism through various mechanisms, including the production of short-chain fatty acids (SCFAs), modulation of inflammation, and the synthesis of essential vitamins and nutrients.