Study of AI-based Prediction Models for Exercise-Induced Gut Microbiota Alterations in Patients With Type 2 Diabetes

Inclusion criteria

-1. Diagnosed with type 2 diabetes; 2. Taking ≤3 types of antidiabetic medications; 3. On a stable medication regimen for at least 6 weeks prior to the intervention and maintaining the same regimen during the study period; 4. Aged between 35 and 65 years; 5. Abdominal obesity: waist circumference >90 cm for men and >85 cm for women; 6. Body mass index (BMI) ≤35 kg/m²; 7. Waist-to-thigh ratio (WTR): ≥1.7 for men and ≥1.6 for women; 8. Sedentary lifestyle (engaging in moderate-intensity exercise for ≤60 minutes per week).

Exclusion criteria

-1. Glycated hemoglobin (HbA1c) <6.5% or ≥9%; 2. Use of insulin; 3. Presence of one or more of the following complications: advanced diabetic retinopathy, macroalbuminuria (urine albumin-to-creatinine ratio ≥300 mg/g), or renal dysfunction (estimated glomerular filtration rate [eGFR] ≤60 mL/min/1.73 m²); 4. History of cardiovascular events (e.g., myocardial infarction, stent implantation, unstable angina, heart failure, or cardiac dysfunction); 5. History of cerebrovascular disease (e.g., cerebral hemorrhage or ischemic stroke); 6. Muscular, skeletal, or neuromuscular injuries that hinder exercise training; 6. Severe osteoporosis or failure to meet bone mineral density criteria despite treatment; 7. Pregnancy; 8. Inability or unwillingness to undergo MRI examination (e.g., due to claustrophobia, implantable cardioverter-defibrillator [ICD], or pacemaker); 9. Diagnosed depression or any psychiatric disorder that prevents the patient from understanding the nature, scope, and possible sequence of the study; 10. Patients taking antihypertensive or lipid-lowering medications are excluded if their medication regimen is unstable or affects glucose metabolism.