Caloric restriction (CR), defined as a sustained reduction in daily energy intake without malnutrition, has long been a central topic in research on aging and metabolic health. What is less often emphasized is that CR does not directly target the gut microbiota, but primarily alters the host’s metabolic and inflammatory environment, to which the gut ecosystem subsequently adapts.