Personalized dietary interventions refer to tailored nutritional plans designed to meet the individual needs, preferences, and health conditions of a patient. Unlike generic dietary guidelines, these interventions consider a person's unique genetic makeup, lifestyle, existing medical conditions, and even microbiome composition. This approach aims to optimize health outcomes and improve the overall quality of life.