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Aim: To study the effect of a combination of functional foods on gut microbiota in subjects with metabolic syndrome. Subjects that met the metabolic syndrome criteria were enrolled in a double-blind, parallel-arm, placebo-control study. The subjects were randomized to receive a dietary portfolio (DP) or placebo (P) treatment for 2 mo. The primary endpoint was to study the effect of a DP on gut microbiota. Secondary endpoints were biochemical and anthropometric parameters, LPS, insulin, leptin, area under the curve for glucose and insulin.
This study was a single-center, randomized, controlled, double-blind, parallel versus placebo that consisted of five visits. The first visit was a screening evaluation to determine whether subjects met the inclusion criteria. The selected subjects were invited to a second visit that consisted of a medical history, 2-h oral glucose tolerance test (OGTT), the collection of stool samples for DNA isolation and collection of 5 ml blood sample. The participants received during the first stage, a low saturated fat diet (LSFD) for 15 days. In the third visit and second stage of dietary treatment, subjects were randomized to receive the dietary portfolio (DP) or placebo (P) treatment + an LSFD accompanied of a reduced energy diet for 1 mo. In the fourth visit, with a 1 mo interval, dietary assessment and compliance to the DP or P were evaluated. During each follow-up visit, a 24-h dietary recall was collected, a physical activity questionnaire was filled out and anthropometric and clinical parameters were assessed. In the fifth visit, a 2 -h oral glucose tolerance test (OGTT) was performed, and a stool sample for DNA isolation and 5 ml blood were collected.
Dietary intervention in the first stage, the participants consumed a reduced-energy diet tailored to provide a 500-kcal/d deficit as recommended by NIH with respect to their habitual diet for 15 days. The diet plan consisted in 50-60% carbohydrates, 15% protein, 25-35% fat, <7% saturated fat, ≤ 200 mg, 20-35 g fiber, 2000 mg/d sodium based on total energy. In the second stage, the participants continued to consume the reduced energy diet with the addition of a combination of functional foods (DP). The DP provided 200 kcal that were subtracted from the diet. The DP consisted of a mixture of 14 g de dehydrated nopal, 4 g of chia, 25 g of soy protein, 14 g of oat, 4 g of inulin, 0.15 of flavoring. The placebo (P) consisted of 30 g of calcium caseinate, 30 g of maltodextrin and 0.2 g of flavoring. The kcal, appearance, and flavor were similar in DP and P. The DP and P were given in a package in the dehydrated form ready to be dissolved in water. The DP was divided into two packages, the first package contained 17.3 g of DP or P given in the breakfast and dissolved in 250 ml and the second package was given at the dinner time, and contained 34.7 g of P and DP dissolved in 300 ml of water.
Dietary compliance. Dietary compliance was assessed with a 24-h dietary recall and 3-d food record (food lo), during each visit that was analyzed by food processor nutrition analysis software. The compliance of the consumption of the DP or P was evaluated with the number of empty packages returned at the following visit. Physical activity was assessed using the International physical activity questionnaire (IPAQ)
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Dietary portfolio (DP) | Experimental | The dietary portfolio was given daily at the breakfast and dinner for 2 months. The dietary intervention was a combination of functional foods (dehydrated nopal, chia seed, soy protein, oat, and inulin) that was provided in a dehydrated form in packages of 30 g dissolved in 250 ml water for breakfast and 30 g in 250ml water for dinner. |
|
| placebo (P) | Placebo Comparator | The placebo (P) was given daily at the breakfast and dinner for 2 months. The placebo intervention consisted of a mixture of calcium caseinate, maltodextrins, sweetener and of artificial flavoring that was provided in a dehydrated form in packages of 30 g dissolved in 250 ml water for breakfast and 30 g in 250ml water for dinner. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| DP | Dietary Supplement | a package containing a mix of functional foods |
| |
| Measure | Description | Time Frame |
|---|---|---|
| Intestinal microbiota | Fecal samples were collected to isolate DNA and sequenced using the Illumina platform | change after 2.5 months of dietary intervention with respect to baseline |
| Measure | Description | Time Frame |
|---|---|---|
| glucose | serum glucose (mg/dl) | change after 2.5 months of dietary intervention with respect to baseline |
| insulin | serum insulin (µU/ml) |
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Inclusion Criteria:
Inclusion Criteria of cases
Exclusion Criteria:
- Patients with any type of diabetes.
Diseases that produce secondary obesity or diabetes
Cardiovascular event
Weight loss > 3 kgs in the last 3 months after the evaluation of the criteria
Catabolic diseases such as cancer and acquired immunodeficiency syndrome
Gravity status
Positive smoking
Treatment with medications
Patients with a digestive functional disorder (constipation, diarrhea, dyspepsia, functional abdominal distension) (determined by questionnaire based on the classification of Rome II).
Inflammatory bowel disease
Irritable bowel syndrome or other chronic gastrointestinal diseases
Major surgery
Treatment with pro / pre / symbiotic
High fiber foods consumption (more than 15 grams of fiber)
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| Name | Affiliation | Role |
|---|---|---|
| Nimbe y Torres, PhD | Instituto Nacional de Ciencias Médicas y Nutrición | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Nimbe Torres y Torres | Mexico City | Please Select An Option Below | 14080 | Mexico |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 15831718 | Background | Eckburg PB, Bik EM, Bernstein CN, Purdom E, Dethlefsen L, Sargent M, Gill SR, Nelson KE, Relman DA. Diversity of the human intestinal microbial flora. Science. 2005 Jun 10;308(5728):1635-8. doi: 10.1126/science.1110591. Epub 2005 Apr 14. | |
| 19409982 | Result | Ando K, Fujita T. Metabolic syndrome and oxidative stress. Free Radic Biol Med. 2009 Aug 1;47(3):213-8. doi: 10.1016/j.freeradbiomed.2009.04.030. Epub 2009 May 3. |
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| ID | Term |
|---|---|
| D024821 | Metabolic Syndrome |
| ID | Term |
|---|---|
| D007333 | Insulin Resistance |
| D006946 | Hyperinsulinism |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
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In the first stage, the participants with metabolic syndrome consumed a reduced-energy diet tailored to provide a 500 kcal/d deficit as recommended by NIH with respect to their habitual diet for 15 days. In the second stage, the participants continued to consume the reduced energy diet with the addition of a combination of functional foods (dietary portfolio; DP). The DP provided 200 kcal that were subtracted from the diet. The kcal, appearance, and flavor were similar in DP and P. The DP and P were given in a package in a dehydrated form ready to be dissolved in water. The DP was divided into two packages, the first package contained 30 g of DP o P given in the breakfast and dissolved in 250ml and the second package was given at the dinner time and contained 30 g of P and DP dissolved in 250 mL of water.
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PD and placebo interventions were packaged identically in appearance, both the researcher and the participant did not know what type of maneuver was assigned. The packages were distributed by a person outside the study who was the same person who performed the randomization
| Placebo |
| Dietary Supplement |
a package containing maltodextrins and caseinate calcium to mimic the DP |
|
| change after 2.5 months of dietary intervention with respect to baseline |
| glycated hemoglobin | plasma glycated hemoglobin (HbA1c) (%) | change after 2.5 months of dietary intervention with respect to baseline |
| triglycerides | serum triglycerides (mg/dl) | change after 2.5 months of dietary intervention with respect to baseline |
| cholesterol | serum total cholesterol (mg/dl) | change after 2.5 months of dietary intervention with respect to baseline |
| LDL cholesterol | serum LDL- cholesterol (mg/dl) | change after 2.5 months of dietary intervention with respect to baseline |
| HDL cholesterol | serum HDL- cholesterol (mg/dl) | change after 2.5 months of dietary intervention with respect to baseline |
| LPS | lipopolysaccharide (LPS) (ng/ml) | change after 2.5 months of dietary intervention with respect to baseline |
| CRP | serum C reactive protein (CRP) (mg/dl) | change after 2.5 months of dietary intervention with respect to baseline |
| 17045077 | Result | Hansel B, Kontush A, Bonnefont-Rousselot D, Bruckert E, Chapman MJ. Alterations in lipoprotein defense against oxidative stress in metabolic syndrome. Curr Atheroscler Rep. 2006 Nov;8(6):501-9. doi: 10.1007/s11883-006-0026-8. |
| 22090467 | Result | Guevara-Cruz M, Tovar AR, Aguilar-Salinas CA, Medina-Vera I, Gil-Zenteno L, Hernandez-Viveros I, Lopez-Romero P, Ordaz-Nava G, Canizales-Quinteros S, Guillen Pineda LE, Torres N. A dietary pattern including nopal, chia seed, soy protein, and oat reduces serum triglycerides and glucose intolerance in patients with metabolic syndrome. J Nutr. 2012 Jan;142(1):64-9. doi: 10.3945/jn.111.147447. Epub 2011 Nov 16. |
| 25132122 | Result | Lopez-Romero P, Pichardo-Ontiveros E, Avila-Nava A, Vazquez-Manjarrez N, Tovar AR, Pedraza-Chaverri J, Torres N. The effect of nopal (Opuntia ficus indica) on postprandial blood glucose, incretins, and antioxidant activity in Mexican patients with type 2 diabetes after consumption of two different composition breakfasts. J Acad Nutr Diet. 2014 Nov;114(11):1811-8. doi: 10.1016/j.jand.2014.06.352. Epub 2014 Aug 12. |
| 19917453 | Result | Torres N, Guevara-Cruz M, Granados J, Vargas-Alarcon G, Gonzalez-Palacios B, Ramos-Barragan VE, Quiroz-Olguin G, Flores-Islas IM, Tovar AR. Reduction of serum lipids by soy protein and soluble fiber is not associated with the ABCG5/G8, apolipoprotein E, and apolipoprotein A1 polymorphisms in a group of hyperlipidemic Mexican subjects. Nutr Res. 2009 Oct;29(10):728-35. doi: 10.1016/j.nutres.2009.09.013. |
| 18377791 | Result | Jenkins DJ, Josse AR, Wong JM, Nguyen TH, Kendall CW. The portfolio diet for cardiovascular risk reduction. Curr Atheroscler Rep. 2007 Dec;9(6):501-7. doi: 10.1007/s11883-007-0067-7. |
| 14988441 | Result | Ascencio C, Torres N, Isoard-Acosta F, Gomez-Perez FJ, Hernandez-Pando R, Tovar AR. Soy protein affects serum insulin and hepatic SREBP-1 mRNA and reduces fatty liver in rats. J Nutr. 2004 Mar;134(3):522-9. doi: 10.1093/jn/134.3.522. |
| 28680065 | Result | Sanchez-Tapia M, Aguilar-Lopez M, Perez-Cruz C, Pichardo-Ontiveros E, Wang M, Donovan SM, Tovar AR, Torres N. Nopal (Opuntia ficus indica) protects from metabolic endotoxemia by modifying gut microbiota in obese rats fed high fat/sucrose diet. Sci Rep. 2017 Jul 5;7(1):4716. doi: 10.1038/s41598-017-05096-4. |
| 10837317 | Result | Roberfroid MB. Prebiotics and probiotics: are they functional foods? Am J Clin Nutr. 2000 Jun;71(6 Suppl):1682S-7S; discussion 1688S-90S. doi: 10.1093/ajcn/71.6.1682S. |
| 20368178 | Result | Turnbaugh PJ, Ridaura VK, Faith JJ, Rey FE, Knight R, Gordon JI. The effect of diet on the human gut microbiome: a metagenomic analysis in humanized gnotobiotic mice. Sci Transl Med. 2009 Nov 11;1(6):6ra14. doi: 10.1126/scitranslmed.3000322. |
| 41932609 | Derived | Gonzalez-Salazar LE, Guizar-Heredia R, Flores-Lopez A, Aguilar-Lopez M, Medina-Vera I, Erazo-Tapia E, Pichardo-Ontiveros E, Orozco-Ruiz X, Vazquez-Manjarrez N, Serralde-Zuniga AE, Avila-Nava A, Gonzalez-Garay A, Hernandez-Gomez KG, Velazquez-Villegas LA, Noriega LG, Torres N, Tovar AR, Guevara-Cruz M. Dietary intervention modifies low-density lipoproteins particle size according to genetic variability: a clinical study. Clin Nutr ESPEN. 2026 Jun;73:103270. doi: 10.1016/j.clnesp.2026.103270. Epub 2026 Apr 1. |
| 31451009 | Derived | Guevara-Cruz M, Flores-Lopez AG, Aguilar-Lopez M, Sanchez-Tapia M, Medina-Vera I, Diaz D, Tovar AR, Torres N. Improvement of Lipoprotein Profile and Metabolic Endotoxemia by a Lifestyle Intervention That Modifies the Gut Microbiota in Subjects With Metabolic Syndrome. J Am Heart Assoc. 2019 Sep 3;8(17):e012401. doi: 10.1161/JAHA.119.012401. Epub 2019 Aug 27. |
| D009750 |
| Nutritional and Metabolic Diseases |