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Overview: You are invited to participate in a research study. You can join if you are a woman, 18-40 years old, have a BMI >25, and a regular menstrual cycle (every 24 to 38 days, per the Cleveland Clinic). This study is open to the TCU and non-TCU communities. You cannot join if you:
Study Details: This study is being conducted at Texas Christian University, Richel building 256 and 259. The project is sponsored by a Texas Christian University Invests in Scholarship grant. The purpose of this study is to looks at how gut bacteria affect exercise benefits. We want to see if a supplement called butyrate can help people who don't get better insulin response from exercise. Butyrate is a natural substance made by gut bacteria when they break down fiber in your diet. The study lasts 12 weeks, including a 12-week supervised exercise program (30-60 min per day/5 days per week), 4 weeks of taking a butyrate supplement daily (weeks 8 to 12), 3 material pick up visits (10 min each) and 3 lab visits (60 min each). All participants will follow the 12-week exercise intervention and all participants will follow the 4-week supplementation.
Participants: You are being asked to take part because you're a woman aged 18-40 with a BMI of 25.0 or higher and have regular menstrual cycle (every 24 to 38 days, per the Cleveland Clinic). You must not have done regular exercise (less than 150 minutes of moderate activity, 75 minutes of intense activity, or 1 session of strength training per week) for the past month and have no recent competitive sports experience. If you decide to be in this study, you will be one of 40 participants in this research study at TCU.
This is a single-arm, interventional study investigating the role of the gut microbiome in mediating the effects of cardiovascular exercise on insulin sensitivity in adult females with overweight or obesity (BMI ≥25). The study also evaluates the effectiveness of sodium butyrate supplementation in enhancing insulin sensitivity among individuals who are otherwise non-responsive to exercise alone.
The study will enroll 40 female participants between the ages of 18 and 40, who have been sedentary for at least six months. Exclusion criteria include a diagnosis of diabetes or hypertension, recent weight changes, use of antibiotics, probiotics, or weight loss supplements, and any condition contraindicating safe participation in exercise.
Participants will engage in a 12-week supervised cardiovascular exercise program at the TCU Recreation Center. Exercise will progress from 30 to 60 minutes per session, 5 days per week, with intensity increasing from 50% to 80% of estimated maximum heart rate. During weeks 8 through 12, participants will take sodium butyrate (BodyBio; 939 mg sodium/day) in capsule form, dosed at 2 capsules with each meal (6 total/day).
Data collection includes:
The primary outcomes include changes in insulin sensitivity and gut microbiota composition across the 12-week intervention. Secondary outcomes include body composition changes and the classification of participants as "responders" or "non-responders" to exercise based on insulin sensitivity improvements.
An exploratory objective is to develop predictive models using AI algorithms (e.g., decision trees, random forests, support vector machines, logistic regression) trained on baseline gut microbiota and blood biomarkers to predict individual response to exercise.
This study is internally funded by a TCU Innovation Scholars (IS) Grant (~$20,000), with an in-kind supplement donation valued at $2,000 provided by BodyBio. The study is conducted entirely on the TCU campus and has been approved by the TCU Institutional Review Board (IRB #2025-217). Results from this study aim to advance personalized exercise strategies and contribute to the growing field of precision medicine.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Exercise | Experimental | Participants will undergo a 12-week exercise intervention. During the final 4 weeks, they will additionally receive sodium butyrate supplementation. The model uses repeated measures to assess changes in insulin sensitivity, gut microbiome composition, and body composition before and after the intervention. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Cardiovascular Exercise | Behavioral | Participants will complete a 12-week supervised cardiovascular exercise program at the TCU Recreation Center. Exercise will occur 5 days per week, beginning with 30 minutes per session and progressing to 60 minutes. Intensity will start at 50% of estimated maximal heart rate and gradually increase to 80% by week 8, remaining at that level through week 12. Exercise modalities may include treadmill walking/running, rowing, elliptical, or cycling, based on participant preference and fitness level. Certified trainers will supervise all sessions to ensure safety, proper technique, and adherence to the intensity targets. Participants will wear ActiGraph heart rate monitors to verify exercise intensity throughout the intervention. |
| Measure | Description | Time Frame |
|---|---|---|
| Change in Insulin Sensitivity (HOMA-IR) | Fasting blood glucose and insulin levels will be used to calculate the Homeostatic Model Assessment of Insulin Resistance (HOMA-IR). This outcome will assess the impact of exercise and sodium butyrate supplementation on insulin sensitivity. | Measured at Baseline (Week 0), Week 8 (pre-supplementation), and Week 12 (post-supplementation) |
| Measure | Description | Time Frame |
|---|---|---|
| Alpha Diversity | 16S rRNA sequencing of stool samples will be used to evaluate changes in gut microbial alpha diversity in response to exercise and butyrate supplementation. | Collected at Baseline (Week 0), Week 8, and Week 12 |
| Lean Mass |
| Measure | Description | Time Frame |
|---|---|---|
| Prediction Accuracy of AI Models for Exercise Response | Machine learning algorithms (e.g., random forest, SVM, logistic regression) will be used to predict individual responsiveness to exercise based on baseline gut microbiome and biomarker data. Model performance will be evaluated using classification accuracy, sensitivity, specificity, and AUC. | Modeling conducted post-study using baseline, Week 8, and Week 12 data |
Inclusion Criteria:
Exclusion Criteria:
Biological Female Participants
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Texas Christian University | Fort Worth | Texas | 76008 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 38262420 | Background | Noone J, Mucinski JM, DeLany JP, Sparks LM, Goodpaster BH. Understanding the variation in exercise responses to guide personalized physical activity prescriptions. Cell Metab. 2024 Apr 2;36(4):702-724. doi: 10.1016/j.cmet.2023.12.025. Epub 2024 Jan 22. | |
| 30692581 | Background | Cleophas MCP, Ratter JM, Bekkering S, Quintin J, Schraa K, Stroes ES, Netea MG, Joosten LAB. Effects of oral butyrate supplementation on inflammatory potential of circulating peripheral blood mononuclear cells in healthy and obese males. Sci Rep. 2019 Jan 28;9(1):775. doi: 10.1038/s41598-018-37246-7. |
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We plan to conduct additional analyses using the samples and data collected in this study beyond the primary aims described in this trial. However, if no further use is identified after the study and initial data analysis are complete, individuals may request information about data sharing by contacting Dr. Elisa MarroquÃn.
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| ID | Term |
|---|---|
| D009765 | Obesity |
| D050177 | Overweight |
| D009043 | Motor Activity |
| D007333 | Insulin Resistance |
| ID | Term |
|---|---|
| D044343 | Overnutrition |
| D009748 | Nutrition Disorders |
| D009750 | Nutritional and Metabolic Diseases |
| D001835 | Body Weight |
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| ID | Term |
|---|---|
| D002087 | Butyrates |
| ID | Term |
|---|---|
| D000144 | Acids, Acyclic |
| D002264 | Carboxylic Acids |
| D009930 | Organic Chemicals |
| D005232 | Fatty Acids, Volatile |
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Interventional Study Model:
Type: Interventional (Clinical Trial)
Design: Single-group assignment (one-arm study)
Model: Pretest-Posttest Design
Allocation: Non-randomized
Masking: None (Open Label)
Primary Purpose: Treatment / Mechanistic
Time Perspective: Prospective
Study Duration: 12 weeks
Intervention Type:
Behavioral: Supervised cardiovascular exercise (progressively increasing intensity over 12 weeks)
Dietary Supplement: Sodium butyrate (oral capsules, 6 per day, taken during weeks 8-12)
Description:
Participants will undergo a 12-week exercise intervention. During the final 4 weeks, they will additionally receive sodium butyrate supplementation. The model uses repeated measures to assess changes in insulin sensitivity, gut microbiome composition, and body composition before and after the intervention.
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|
| Butyrate | Dietary Supplement | Participants will take a dietary supplement containing sodium butyrate during the final 4 weeks (weeks 8-12) of the 12-week intervention. The supplement will be provided in capsule form, with participants instructed to take six capsules per day-two with each meal. This daily dose is equivalent to 3.6 g of butyric acid, which provides 939 mg of sodium, delivered as sodium butyrate. The supplement is intended to support gut health and potentially enhance insulin sensitivity in individuals who do not respond to exercise alone. Participants will receive a 4-week supply during their 8-week study visit, along with instructions for proper use and monitoring of any side effects. |
|
Dual-Energy X-ray Absorptiometry (DEXA) will assess changes in total lean mass (kg)
| Measured at Baseline (Week 0), Week 8, and Week 12 |
| Bone mineral density | DEXA will be used to measure bone mineral density (g/cm2) | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Fat Mass | Dexa will be used to measure total fat mass (kg) | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Beta diversity | 16S rRNA sequencing of stool samples will be used to evaluate changes in gut microbial beta diversity in response to exercise and butyrate supplementation. | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Taxonomic Classification | 16S rRNA sequencing of stool samples will be used to evaluate changes in gut microbial taxonomic composition in response to exercise and butyrate supplementation. | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Anxiety levels | Anxiety will be measured through the Beck Anxiety Inventory (BAI). The BAI is a 21-item self-report questionnaire designed to measure the severity of anxiety symptoms, with each item scored on a scale from 0 (not at all) to 3 (severely). Total scores range from 0 to 63, and a higher score indicates more severe anxiety. Specifically, scores of 0-7 reflect minimal anxiety, 8-15 indicate mild anxiety, 16-25 suggest moderate anxiety, and 26-63 signify severe anxiety. Therefore, a higher value on the BAI corresponds to worse anxiety symptoms, providing a clear measure of an individual's anxiety level. | Completed at Baseline (Week 0), Week 8, and Week 12 |
| Depression levels | Depression will be assessed through the Beck Depression Inventory (BDI). The BDI is a 21-item self-report questionnaire used to assess the severity of depressive symptoms, with each item scored on a scale from 0 (not at all) to 3 (severe). Total scores range from 0 to 63, where a higher score indicates more severe depression. Specifically, scores of 0-13 reflect minimal depression, 14-19 indicate mild depression, 20-28 suggest moderate depression, and 29-63 signify severe depression. Thus, a higher value on the BDI corresponds to worse depressive symptoms, providing a clear measure of an individual's depression level. | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Sleep Quality | Sleep quality will be measured through the Pittsburgh Sleep Quality Index (PSQI). The PSQI is a 19-item self-report questionnaire designed to assess sleep quality and disturbances over a one-month period. It evaluates seven components: subjective sleep quality, sleep latency, sleep duration, habitual sleep efficiency, sleep disturbances, use of sleep medication, and daytime dysfunction. Each component is scored from 0 (no difficulty) to 3 (severe difficulty), and the scores are summed to produce a global score ranging from 0 to 21. A higher global score indicates worse sleep quality, with a score of 5 or above typically suggesting poor sleep quality. Thus, a higher value on the PSQI corresponds to greater sleep difficulties, providing a comprehensive measure of an individual's sleep health. | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Food reward | Food reward will be assessed through the Reward-based Eating Drive scale (RED-13). RED-13 is a 13-item self-report questionnaire designed to assess reward-related eating behaviors, focusing on three key dimensions: lack of control over eating, lack of satiety, and preoccupation with food. Each item is scored to evaluate the intensity of these behaviors, with higher total scores indicating greater reward-driven eating tendencies. The RED-13 is positively associated with body mass index (BMI), food cravings, and self-reported type 2 diabetes diagnosis, making it a valuable tool for identifying individuals with problematic eating patterns. Thus, a higher score on the RED-13 reflects more pronounced reward-based eating behaviors, providing insight into the psychological and physiological drivers of food consumption. | Measured at Baseline (Week 0), Week 8, and Week 12 |
| Food consumption | 24h food logs will be implemented throughout the study to analyze whether individuals change their diets. | 3 food logs will be applied at Baseline (Week 0), Week 8, and Week 12 |
| 40507022 | Background | Krauze W, Busz N, Pikula W, Maternowska M, Prowans P, Maciejewska-Markiewicz D. Effect of Sodium Butyrate Supplementation on Type 2 Diabetes-Literature Review. Nutrients. 2025 May 22;17(11):1753. doi: 10.3390/nu17111753. |
| 31786155 | Background | Liu Y, Wang Y, Ni Y, Cheung CKY, Lam KSL, Wang Y, Xia Z, Ye D, Guo J, Tse MA, Panagiotou G, Xu A. Gut Microbiome Fermentation Determines the Efficacy of Exercise for Diabetes Prevention. Cell Metab. 2020 Jan 7;31(1):77-91.e5. doi: 10.1016/j.cmet.2019.11.001. Epub 2019 Nov 27. |
| 15616242 | Background | Boule NG, Weisnagel SJ, Lakka TA, Tremblay A, Bergman RN, Rankinen T, Leon AS, Skinner JS, Wilmore JH, Rao DC, Bouchard C; HERITAGE Family Study. Effects of exercise training on glucose homeostasis: the HERITAGE Family Study. Diabetes Care. 2005 Jan;28(1):108-14. doi: 10.2337/diacare.28.1.108. |
| 26643313 | Background | Bohm A, Weigert C, Staiger H, Haring HU. Exercise and diabetes: relevance and causes for response variability. Endocrine. 2016 Mar;51(3):390-401. doi: 10.1007/s12020-015-0792-6. Epub 2015 Dec 7. |
| D012816 |
| Signs and Symptoms |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D001519 | Behavior |
| D006946 | Hyperinsulinism |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D005227 |
| Fatty Acids |
| D008055 | Lipids |