Prediabetes individuals had lower microbiota diversity (p < 0.05). Dietary interventions significantly altered the microbiota composition. Exercise + diet doubled insulin sensitivity vs. diet alone, linked to gut microbiota changes (p < 0.05). This evidence concerns the gene INS and prediabetes syndrome.