A groundbreaking study identifies N-palmitoyl glutamine (NPG) as a key molecular transducer of cardiorespiratory fitness. NPG correlates with VO2max, increases with exercise training, predicts lower mortality, and directly enhances mitochondrial function, offering a potential therapeutic target for cardiometabolic health.