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This study evaluates the effect of different doses of metformin on the function of endothelium in people with pre-diabetes. One group of the patients will receive metformin in dose: 1500 mg, the second one will receive 3000 mg/day.
The parameters from healthy volunteers will be taken only at the study beginning to compare the test results with the parameters from patients with pre-diabetes. This group will be not treated with metformin (no intervention)
In addition to exercise and diet, metformin is a medicine used to treat diabetes mellitus (DM) and pre-diabetic (pre-DM) conditions. This drug improves insulin sensitivity in both groups of patients (DM and pre-DM) and as a result gives a reduction in blood glucose.
However, studies also confirm the effect of metformin on the reduction of cardiovascular risk in patients with diabetes (UKPDStudy), regardless of the hypoglycaemic effect.
The precise mechanism of action of the drug in this field is not clear. There is also no data on whether similar effects apply to patients with pre-diabetes. Although we know that this group of patients is also characterized by increased cardiovascular risk.
One of the most important substances that are involved in vasodilation is nitric oxide (NO). Impairment of its secretion is an important signal of endothelial damage and is connected with cardiovascular complications.
The impact of metformin on endothelial function in pre-diabetes patients is not known. We do not know the effect of the drug dose and its different serum concentration on the secretion of the dilators of the vessels, which are associated with endothelial function.
The study involves patients with pre-diabetes who meet the inclusion criteria, have no contraindication to participate in the study (see exclusion criteria), and give their written consent after reading "Information for the patient".
The conditions (IFG, IGT) for participation in the study are confirmed by a diabetologist (principal investigator ) based on fasting glucose and OGTT (oral glucose tolerance test) with 75 mg of glucose.
Metformin will be given in an increasing dose in accordance with the test protocol.
After reaching a one-week treatment with a dose of 3 x 500 mg, patients will be assigned to group A -a continuation of a dose of 3 x 500 and group B- increase dose to 3 x 1000mg. Randomization depends on the identification number (ID). The patients with an even, second number in the PESEL (identification number) will be randomized to the A group, the patients with the second, odd number in the PESEL will be randomized to the group B. Here as an example: PESEL: 60010102823-" 0" is as an even number so the patient will be randomized to the group A; PESEL: 61010102823- "1" is an odd number- the patient will be randomized to the group B. This PESEL number (ID) in Poland is given to every person shortly after birth and the researchers have no influence on it.
In the final stage also patients from group B (metformin: 3 x 1000 mg), will back to the treatment dose of metformin 3 x 500 mg- to show the relationship between the dose, serum concentration of the metformin and its effect on the secretion of the measured substances.
The healthy volunteers will be not treated with metformin. Patients will be reminded by phone about the increase in metformin dose as well as on control visits.
The lack of possible treatment with proper doses of metformin due to poor drug tolerance will move the patient from group B to group A if such dose (3 x 500 mg) is well tolerated. The patient will be excluded from the study if no compliance or lack of contact with the patient will be recorded during the treatment period or if metformin dose: 3 x 500 mg will be characterized with bad tolerance.
Information about: age, gender, BMI, cardiovascular risk factors, the current basic lab-tests, and pharmacotherapy will be recorded.
The blood samples for: plasma metformin level and listed substances will be collected for patients with pre-diabetes as described below (see diagram). The basic parameters as well as NO indirect products concentrations will be assessed for healthy volunteers only once-at the beginning of the study.
Test 1: NO(0) (indirect products) for patients before treatment start
3 weeks increasing dose of metformin to the final dose: 1500mg/day
3 x 500 mg (1500/day)- the dose is reached
3 weeks treatment 1500mg/day
Tests 2: NO1(1500) and metformin concentration
Randomization B:3 weeks increasing dose A: 6 weeks continuation with of metformin to the final a dose 3 x 500 mg
dose 3 x 1000mg
3 x 1000mg (3000mg/day)- the dose is reached 3 weeks treatment 3000mg/day Tests 3: NO2(1000) or NO3(500) and metformin concentration for both groups
3 weeks treatment 1500mg/day for both groups
Test 4: NO4 and metformin concentration
Statistical analysis:
For statistical analysis, the Statistica 12 program will be used (StatSoft Polska Sp. z o.o. www.statsoft.pl).
The cut-off point for statistical significance (p) was determined at 0.05. To determine the statistical significance will be used tests compliant with the distribution of variables and data character (Student's t-test, Mann-Whitney test, chi-square test, Kruskal-Wallis ANOVA test). For analysis taking into account the duration of the study and determine the impact of relevant variables to achieve the appropriate concentration of nitric oxide will be used Cox proportional hazard regression. The goal of the optimal determination cut-off point for predictors will use ROC curves. Logistic regression was used to determine the independent predictors to obtain the desired concentration of nitric oxide. In order to determine the correlation, it will be used correlation of order Spearman's rank correlation coefficient or Pearson correlation coefficient.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| group A | Other | metformin dose 3 x 500 mg |
|
| group B | Other | metformin dose 3 x 1000 mg |
|
| group C | No Intervention | healthy volunteers who had basic parameters assessment and blood tests only at the beginning of the study |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Metformin | Drug | for group A: 12 weeks metformin treatment in a final dose 3 x 500 mg for group B: 3 weeks metformin treatment in a dose 3 x 500 mg, next: 3 weeks metformin treatment in a final dose 3 x 1000mg, next: 3 weeks metformin treatment in a dose 3 x 500 mg. |
| Measure | Description | Time Frame |
|---|---|---|
| Serum Levels of Metformin at Different Time Points | the serum concentration of the studied drug-metformin | 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
| Serum Levels of Arginine at Different Time Points | arginine serum concentration | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
| Serum Levels of ADMA at Different Time Points | ADMA- asymmetric dimethylarginine-serum concentration | before study start; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
| Serum Levels of SDMA at Different Time Points | SDMA-symmetric dimethylarginine-serum concentration | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
| Serum Levels of Citrulline at Different Time Points | serum concentration of the citrulline | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
| Serum Levels of DMA at Different Time Points | DMA- dimethylamine, serum concentration | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
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Inclusion Criteria for treated groups ( A or B):
Exclusion Criteria for treated groups (A or B):
Inclusion criteria for healthy volunteers:
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| Name | Affiliation | Role |
|---|---|---|
| Edyta Sutkowska, PhD | Wroclaw Medical University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| NZOZ Nowy Dwór | Wroclaw | Lower Silesian Voivodeship | 54-438 | Poland |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 16759299 | Background | IDF Clinical Guidelines Task Force. Global Guideline for Type 2 Diabetes: recommendations for standard, comprehensive, and minimal care. Diabet Med. 2006 Jun;23(6):579-93. doi: 10.1111/j.1464-5491.2006.01918.x. | |
| 16802130 | Background | Nathan DM, Buse JB, Davidson MB, Heine RJ, Holman RR, Sherwin R, Zinman B; Professional Practice Committee, American Diabetes Association; European Association for the Study of Diabetes. Management of hyperglycaemia in type 2 diabetes: a consensus algorithm for the initiation and adjustment of therapy. A consensus statement from the American Diabetes Association and the European Association for the Study of Diabetes. Diabetologia. 2006 Aug;49(8):1711-21. doi: 10.1007/s00125-006-0316-2. No abstract available. |
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De-identified individual participant data for all primary outcome will be made available.
the results will be available after the publication of the study
data will be available after giving permission by the Investigator
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| ID | Title | Description |
|---|---|---|
| FG000 | Group A | metformin dose 3 x 500 mg Metformin: for group A: 12 weeks metformin treatment in a final dose 3 x 500 mg for group B: 3 weeks metformin treatment in a dose 3 x 500 mg, next: 3 weeks metformin treatment in a final dose 3 x 1000mg, next: 3 weeks metformin treatment in a dose 3 x 500 mg. |
| FG001 | Group B | metformin dose 3 x 1000 mg Metformin: for group A: 12 weeks metformin treatment in a final dose 3 x 500 mg for group B: 3 weeks metformin treatment in a dose 3 x 500 mg, next: 3 weeks metformin treatment in a final dose 3 x 1000mg, next: 3 weeks metformin treatment in a dose 3 x 500 mg. |
| FG002 | Group C | control healthy volunteers, no intervention |
| Title | Milestones | Reasons Not Completed | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Before Treatment |
|
| |||||||||||||||||||||
| After 6 Weeks of Treatment |
| ||||||||||||||||||||||
| Post 6 Week Period Initial Evaluation |
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| After 12 Weeks of Treatment |
| ||||||||||||||||||||||
| After 15 Weeks of Treatment |
|
group C was a comparator only for baseline parameters
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| ID | Title | Description |
|---|---|---|
| BG000 | Group A | Patients with pre-diabetes; metformin dose 3 x 500 mg Metformin: for group A: 12 weeks metformin treatment with a final dose 3 x 500 mg, after 3 weeks of the titration Total treatment time: 15 weeks |
| BG001 | Group B |
| Units | Counts |
|---|---|
| Participants |
|
| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Continuous | Mean |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Serum Levels of Metformin at Different Time Points | the serum concentration of the studied drug-metformin | Group A and B- patients with pre-diabetes treated with different metformin dose (according to the information above as arm description) , group C- healthy volunteers, no metformin assessment as no treatment | Posted | Mean | Standard Deviation | µM | 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
|
15 weeks
Other- important gastrointestinal side effects which did not allow the prescribed dose to be continued
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Group A | metformin dose 3 x 500 mg Metformin: for group A: 12 weeks metformin treatment in a final dose 3 x 500 mg for group B: 3 weeks metformin treatment in a dose 3 x 500 mg, next: 3 weeks metformin treatment in a final dose 3 x 1000mg, next: 3 weeks metformin treatment in a dose 3 x 500 mg. |
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| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| drug intolerance | Gastrointestinal disorders | Systematic Assessment | the side effect which did not allow the prescribed dose to be continued |
We didn't differentiate pts according to sex or gender. Before the study was finished we assessed the correlation between metformin concentration and BMI/ body mass. It was prepared as an additional analysis based on 20 cases (not published yet).
| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Dr Edyta Sutkowska | Wroclaw Medical University | +48/503077016 | edytasutkowska@yahoo.com |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot_SAP_ICF | Yes | Yes | Yes | Study Protocol, Statistical Analysis Plan, and Informed Consent Form | Jun 13, 2017 | Jun 18, 2020 | Prot_SAP_ICF_000.pdf |
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| ID | Term |
|---|---|
| D011236 | Prediabetic State |
| D018149 | Glucose Intolerance |
| ID | Term |
|---|---|
| D003920 | Diabetes Mellitus |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
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| ID | Term |
|---|---|
| D008687 | Metformin |
| ID | Term |
|---|---|
| D001645 | Biguanides |
| D006146 | Guanidines |
| D000578 | Amidines |
| D009930 | Organic Chemicals |
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The group of patients taking the drug at the target dose of 3 x 1000 after 4 weeks returned to the dose of 3 x 500 mg. The group of patients taking the drug at the target dose 3 x 500 mg consequently had this dose during the whole study period.
The basic parameters and biochemical parameters from healthy individuals at the beginning of the study were assessed to compare with patients with pre-diabetes. This group did not take the metformin and thus did not have further examination and lab-tests during the study.
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At the beginning of the study, patients are assigned a number by a nurse and are assigned to group A or B according to ID. When analyzing the results, the researchers only knows the numbers of blood samples.
|
| 9742977 | Background | Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). UK Prospective Diabetes Study (UKPDS) Group. Lancet. 1998 Sep 12;352(9131):854-65. |
| 21186243 | Background | Hamed S, Brenner B, Roguin A. Nitric oxide: a key factor behind the dysfunctionality of endothelial progenitor cells in diabetes mellitus type-2. Cardiovasc Res. 2011 Jul 1;91(1):9-15. doi: 10.1093/cvr/cvq412. Epub 2010 Dec 24. |
| 15606381 | Background | De Jager J, Kooy A, Lehert P, Bets D, Wulffele MG, Teerlink T, Scheffer PG, Schalkwijk CG, Donker AJ, Stehouwer CD. Effects of short-term treatment with metformin on markers of endothelial function and inflammatory activity in type 2 diabetes mellitus: a randomized, placebo-controlled trial. J Intern Med. 2005 Jan;257(1):100-9. doi: 10.1111/j.1365-2796.2004.01420.x. |
| 28436051 | Background | Wisniewski J, Fleszar MG, Piechowicz J, Krzystek-Korpacka M, Chachaj A, Szuba A, Lorenc-Kukula K, Maslowski L, Witkiewicz W, Gamian A. A novel mass spectrometry-based method for simultaneous determination of asymmetric and symmetric dimethylarginine, l-arginine and l-citrulline optimized for LC-MS-TOF and LC-MS/MS. Biomed Chromatogr. 2017 Nov;31(11). doi: 10.1002/bmc.3994. Epub 2017 May 24. |
| 34083618 | Result | Sutkowska E, Fortuna P, Wisniewski J, Sutkowska K, Hodurek P, Gamian A, Kaluza B. Low metformin dose and its therapeutic serum concentration in prediabetes. Sci Rep. 2021 Jun 3;11(1):11684. doi: 10.1038/s41598-021-91174-7. |
| 34062418 | Result | Sutkowska E, Fortuna P, Kaluza B, Sutkowska K, Wisniewski J, Prof AG. Metformin has no impact on nitric oxide production in patients with pre-diabetes. Biomed Pharmacother. 2021 Aug;140:111773. doi: 10.1016/j.biopha.2021.111773. Epub 2021 May 29. |
| 33248407 | Result | Sutkowska E, Fortuna P, Kaluza B, Sutkowska K, Hodurek P, Fleszar MG. The impact of Sample Handling Time on metformin serum concentration. Biomed Pharmacother. 2021 Jan;133:110971. doi: 10.1016/j.biopha.2020.110971. Epub 2020 Nov 25. |
| Withdrawal by Subject |
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| Physician Decision |
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| NOT COMPLETED |
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Patients with pre-diabetes, max metformin dose 3 x 1000 mg
Metformin: for group B: 3 weeks metformin treatment with a dose 3 x 500 mg, after 3 weeks of the titration next: 3 weeks metformin treatment with a final dose 3 x 1000mg, after 3 weeks of the titration next: 3 weeks metformin treatment with a dose 3 x 500 mg. Total treatment time: 15 weeks
| BG002 | Group C | healthy volunteers |
| BG003 | Total | Total of all reporting groups |
| years |
|
| Sex: Female, Male | Count of Participants | Participants |
|
| Race and Ethnicity Not Collected | Race and Ethnicity were not collected from any participant. | Count of Participants | Participants |
|
| Region of Enrollment | Count of Participants | Participants |
|
| BMI | Mean | Standard Deviation | kg/m^2 |
|
| body mass | Mean | Standard Deviation | kg |
|
| creatinine | Mean | Standard Deviation | mg/dl |
|
| alanin transaminase | Mean | Standard Deviation | U/l |
|
| TCL- total cholesterol level | Mean | Standard Deviation | mg/dl |
|
| TG-triglicerydes | Mean | Standard Deviation | mg/dl |
|
| HDL- high density lipoprotein | Mean | Standard Deviation | mg/dl |
|
| LDL-low density lipoprotein | Mean | Standard Deviation | mg/dl |
|
| Fasting Plasma Glucose (FPG) | Mean | Standard Deviation | mg/dl |
|
| liver steatosis | assessed by ultrasonography as Yes or No | Count of Participants | Participants |
|
| nicotinism | active smoker- based on the patient's relation: Yes or No | Count of Participants | Participants |
|
| hypertension | based on patient's relation or information from the medical-records | Count of Participants | Participants |
|
| family history for DM | based on the patient's relation: first-line relatives: Yes or No | Count of Participants | Participants |
|
| arginine | LC-MS/MS (liquid chromatography-mass spectrometry) technique | Mean | Standard Deviation | µM |
|
| ADMA | LC-MS/MS (liquid chromatography-mass spectrometry) technique | Mean | Standard Deviation | µM |
|
| SDMA | LC-MS/MS (liquid chromatography-mass spectrometry) technique | Mean | Standard Deviation | µM |
|
| DMA | LC-MS/MS (liquid chromatography-mass spectrometry) technique | Mean | Standard Deviation | µM |
|
| Citrulline | LC-MS/MS (liquid chromatography-mass spectrometry) technique | Mean | Standard Deviation | µM |
|
| Ornithine | LC-MS/MS (liquid chromatography-mass spectrometry) technique | Mean | Standard Deviation | µM |
|
| Group B |
metformin dose 3 x 1000 mg Metformin: for group A: 12 weeks metformin treatment in a final dose 3 x 500 mg for group B: 3 weeks metformin treatment in a dose 3 x 500 mg, next: 3 weeks metformin treatment in a final dose 3 x 1000mg, next: 3 weeks metformin treatment in a dose 3 x 500 mg. |
| OG002 | Group C | control healthy volunteers, no intervention |
|
|
| Primary | Serum Levels of Arginine at Different Time Points | arginine serum concentration | Groups A and B -patients with pre-diabetes treated with different dose of the metformin, group C- healthy volunteers, no metformin | Posted | Mean | Standard Deviation | µM | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
|
|
|
| Primary | Serum Levels of ADMA at Different Time Points | ADMA- asymmetric dimethylarginine-serum concentration | Groups A and B -patients with pre-diabetes treated with different dose of the metformin, group C- healthy volunteers, no metformin | Posted | Mean | Standard Deviation | µM | before study start; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
|
|
|
| Primary | Serum Levels of SDMA at Different Time Points | SDMA-symmetric dimethylarginine-serum concentration | Groups A and B -patients with pre-diabetes treated with different dose of the metformin, group C- healthy volunteers, no metformin | Posted | Mean | Standard Deviation | µM | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
|
|
|
| Primary | Serum Levels of Citrulline at Different Time Points | serum concentration of the citrulline | Groups A and B -patients with pre-diabetes treated with different dose of the metformin, group C- healthy volunteers, no metformin | Posted | Mean | Standard Deviation | µM | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
|
|
|
| Primary | Serum Levels of DMA at Different Time Points | DMA- dimethylamine, serum concentration | Groups A and B -patients with pre-diabetes treated with different dose of the metformin, group C- healthy volunteers, no metformin | Posted | Mean | Standard Deviation | µM | Baseline; 6 weeks from treatment start; 12 weeks from treatment start; 15 weeks from treatment start |
|
|
|
| 0 |
| 15 |
| 0 |
| 15 |
| 3 |
| 15 |
| EG001 | Group B | metformin dose 3 x 1000 mg Metformin: for group A: 12 weeks metformin treatment in a final dose 3 x 500 mg for group B: 3 weeks metformin treatment in a dose 3 x 500 mg, next: 3 weeks metformin treatment in a final dose 3 x 1000mg, next: 3 weeks metformin treatment in a dose 3 x 500 mg. | 0 | 21 | 0 | 21 | 2 | 21 |
| EG002 | Group C | healthy volunteers, no intervention | 0 | 11 | 0 | 11 | 0 | 11 |
|
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| D004700 | Endocrine System Diseases |
| D006943 | Hyperglycemia |
| Male |
|
| 15 weeks from the start of treatment |
|
| 15 weeks from the start of treatment |
|
| 15 weeks from the start of treatment |
|
| 15 weeks from the start of treatment |
|
| 15 weeks from the start of treatment |
|