Integrative AI driven microbiome analysis for optimizing sports nutrition and enhancing athletic performance through personalized dietary interventions

Introduction The relationship between microbiome composition, athletic performance, and personalized nutrition offers significant potential for optimizing sports nutrition and enhancing athletic outcomes through tailored dietary strategies. Methods This study presents a novel framework, Integrative Microbiome Athletic Performance Optimization Network (IMAPON), designed to address this challenge by integrating microbiome data, athletic performance metrics, and demographic and physiological inform