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

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

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT06931210
Enrollment
79
Registered
2025-04-17
Start date
2025-04-18
Completion date
2025-08-27
Last updated
2025-09-10

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Type 2 Diabetes Mellitus (T2DM)

Brief summary

This study is a randomized controlled clinical trial. The participants will be randomized into two groups in a 1:1 ratio: exercise intervention and sedentary control group. The participants (50 participants per group) will undergo a 16-week intervention. Participants in the control group will maintain their sedentary lifestyle unchanged, and the exercise intervention group will receive combined aerobic and resistance exercise training. This study aims to compare the changes in gut microbiota before and after exercise intervention in patients. It will validate and optimize a cross-species microbiota mapping model through an independent exercise intervention clinical trial. Additionally, it will comprehensively assess the effects of combined aerobic and resistance exercise on patients' body composition, the severity of fatty liver, and glucose-lipid metabolism indicators. The study will also analyze the correlation between dynamic changes in the gut microbiota and the improvement of clinical symptoms in patients with type 2 diabetes after exercise intervention, elucidating the regulatory mechanisms of microbiota remodeling in exercise-mediated metabolic benefits.

Interventions

OTHERSedentary behavior

Patients in the control group will maintain their sedentary lifestyle unchanged.

BEHAVIORALExercise intervention

The intervention will include a combination of aerobic and resistance exercises, performed three times per week. Each session will last 80 minutes. Aerobic and resistance training will include cycling, chest press, rowing, abdominal and back muscle exercises, as well as leg strength training.

Sponsors

Shanghai 6th People's Hospital
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
SINGLE (Outcomes Assessor)

Eligibility

Sex/Gender
ALL
Age
35 Years to 65 Years
Healthy volunteers
No

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.

Design outcomes

Primary

MeasureTime frameDescription
Change in gut microbiotaBaseline and 16 weeksGut microbiota, including microbial composition, diversity, functional metabolism, etc., will be measured at baseline and at 16 weeks using metagenomic sequencing and other related methods.

Secondary

MeasureTime frameDescription
Change in insulin sensitivityBaseline and 16 weeksInsulin sensitivity will be assessed at baseline and 16 weeks.
Change in HbA1cBaseline and 16 weeksHbA1c will be measured at baseline and 16 weeks. HbA1c will be expressed in mmol/mol.
Change in obesity-related anthropometricsBaseline, 4, 8, 12, 16 weeksObesity-related anthropometrics, including waist, hip, and thigh circumference, etc., will be assessed at baseline, 4, 8, 12, and 16 weeks.
Change in body mass index (BMI)Baseline, 4, 8, 12, 16 weeksHeight, weight and BMI will be assessed at baseline, 4, 8, 12, and 16 weeks.
Change in other indicators of glucose metabolismBaseline, 4, 8, 12, and 16 weeksOther indicators of glucose metabolism, including blood glucose, insulin, C-peptide, and other relevant parameters, will be assessed at baseline, 4, 8, 12, and 16 weeks.
Changes in body compositionBaseline and 16 weeksThe body composition parameters, including fat mass, changes in lean mass and its percentage, abdominal and thigh fat mass, as well as hip and lower limb muscle mass, etc., will be measured at baseline and after 16 weeks.
Change in other indicators of lipid metabolismBaseline, 4, 8, 12, and 16 weeksOther indicators of lipid metabolism, including TC, TG, LDL-C, HDL-C and other relevant parameters, will be assessed at baseline, 4, 8, 12, and 16 weeks.
Change in inflammatory markersBaseline, 4, 8, 12, and 16 weeksInflammatory markers, including CRP, serum amyloid A and other relevant parameters, will be assessed at baseline, 4, 8, 12, and 16 weeks.
Change in liver functionBaseline, 4, 8, 12, and 16 weeksLiver function biomarkers, including ALT, AST and other relevant parameters, will be assessed at baseline, 4, 8, 12, and 16 weeks.
Change in cytokinesBaseline, 16 weeksCytokines, including FGF21, FGF19, FABP4, LCN2, adiponectin, and others, will be assessed at baseline and at 16 weeks.
Change in intrahepatic triglyceride contentBaseline, 16 weeksIntrahepatic triglyceride content will be assessed at baseline and 16 weeks.

Countries

China

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026