Institut d'Investigació Biomèdica de Girona (IDIBGI)
Girona, 17007, Spain
NCT Number: NCT04841668
Cognitive disorders increase with age and in the presence of metabolic diseases such as Type 2 Diabetes Mellitus (T2DM). In addition, digestive disorders, changes in dietary pattern and decreased activity negatively influence the microbiome.
The hypothesis is that pharmacological intervention with metformin will modify the composition of the gut microbiota and cognition.
The study has a pilot longitudinal design, where each patient with T2DM will be followed for one year. Two groups will be recruited:
1. Group A: The aim will be to evaluate the associations between glucose (measured by continuous glucose monitoring (CGM)), cognitive function (by means of cognitive tests and magnetic resonance imaging (MRI)), physical activity (recorded by activity and sleep tracker devicer), metformin, diet (evaluated by nutritional survey) and composition of the microbiota (evaluated by metagenomics), during 12 months (6 months without metformin and 6 months with metformin treatment). 2. Group B: The aim will be to evaluate the associations between glucose, diet (evaluated by nutritional survey), cognitive function (by means of cognitive tests), physical activity (measured by activity and sleep tracker device), the treatment and composition of the microbiota (evaluated by metagenomics), during 12 months.
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Notify Me65 year–80 year
All sexes
Observational
Girona, 17007, Spain
Subjects and methods:
Longitudinal study:
Patients with T2DM previously scheduled at the Service of Endocrinology, Diabetes and Nutrition (UDEN) of the Hospital "Dr. Josep Trueta" of Girona (Spain) will be recruited and studied.
GROUP A
This study consists of an initial phase, where the patient will be submitted as the only treatment to a balanced diet with an energy intake, calculated individually according to whether he/she is normal weight (25 Kcal x Kg) or overweight (20 Kcal x Kg of weight).
After this initial phase, in addition to continuing with the balanced diet treatment, patients will start treatment with metformin administered orally at an initial dose of 425 mg/d every 12 hours during the first 15 days and then continue with doses of 850 mg/d until the end of the study.
A glycemia sensor will be inserted for ten days, as well as an activity and sleep tracker device (Fitbit) to record physical activity during this period of time. Interstitial subcutaneous glucose concentrations will be monitored on an outpatient basis for a period of time of 10 consecutive days using a glucose sensor validated by the FDA (Dexcom G6 ®). The sensor will be inserted on day 0 and it will retire on day 10 midmorning.
This process will be repeated 10 days prior to the start of the of treatment with Metformin and 10 days before the end of the 6 month study phase with metformin. During the study, 6 visits will be made and each patient will be inserted with a total of 3 glycemia sensors and 3 physical activity monitors. In summary, the glycemia sensor and physical activity monitoring will be started at visits 1, 3, 5 and will be removed at visits 2,4,6.
Visit 1(day 1): Physical examination, Nutritional survey, Bioimpedance, Densitometry, CGM and Activity and sleep tracker device. Consent form
Visit 2 (day 10): Sample: blood, urine and feces. Diet, Neuropsychological test, CGM withdrawal, Activity and sleep tracker device withdrawal, MRI.
Visit 3 (day 170): Physical examination, Nutritional survey, Bioimpedance, CGM and Activity and sleep tracker device
Visit 4 (day 180): Sample: blood, urine and feces. Dietary follow-up, Neuropsychological test, CGM withdrawal and Activity and sleep tracker device withdrawal. Start of metformin treatment.
Visit 5 (day 350): Physical examination, Nutritional survey, Bioimpedance, CGM and Activity and sleep tracker device.
Visit 6 (day 360): Sample: blood, urine and feces. Dietary follow-up, Neuropsychological test, CGM withdrawal and Activity and sleep tracker device withdrawal. Metformin withdrawal.
GROUP B:
During the study, 5 visits will be made for this group:
Visit 1(day 1): Physical examination, Nutritional survey, Bioimpedance, Densitometry and Activity and sleep tracker device. Consent form.
Visit 2 (day 10): Sample: blood, urine and feces. Diet, Neuropsychological test and Activity and sleep tracker device withdrawal.
Visit 3 (day 180): Diet follow-up.
Visit 4 (day 350): Physical examination, Nutritional survey, Bioimpedance and Activity and sleep tracker device.
Visit 5 (day 360): Sample: blood, urine and feces. Diet follow-up, Neuropsychological test and Activity and sleep tracker device withdrawal.
DATA COLLECTION OF SUBJECTS LONGITUDINAL STUDIES:
-Analysis of intestinal microbiota in stool:
The information will remain registered in a notebook and will be computerized in the database of the study.
STATICAL METHODS:
Sample size: Since this is intended as a pilot study, no formal sample size calculation is required. A general rule is to recruit 30 or more patients to estimate a parameter and 15-20 participants per group to obtain reasonable estimates for medium to large effect sizes.
Statistical analyses: It will be based on a descriptive analysis (mean, standard deviation, sample size, median, minimum and maximum) of the quantitative parameters and the indication of the frequency of the remaining categorical parameters. Comparisons between groups will be based on a paired samples t-test or a chi-square test. The results of these analyses may be useful to assess whether further analyses are needed to adjust for possible imbalance in the baseline characteristics of the patients.
The changes in the composition of the gut microbiota after the intervention with metformin will be analyzed using Heatmaps, Principal Component Analysis (PCA) and PLSDA. For the multivariate statistical analysis (PLSDA and hierarchical clustering). The variables that comprise the characteristics of the intestinal microbiota and cognitive tests will be logarithmically transformed, filtered with interquartile range estimation and staggered by autoscale calculation (mean and divided by the standard deviation of each variable) by using the Metaboanalyst platform.
The changes determined in the gut microbiota and cognition variables will be explored in relation to the changes in the secondary variables (metabolic, metabolome, inflammation parameters) by linear regression analysis in SPSS. Brain image variables will be analyzed with specialized programs (MATLAB, SPM12).
Healthy volunteers accepted: No
Only the study team can determine whether someone qualifies for participation.
Group A
Inclusion criteria
Exclusion criteria
Group B
Inclusion criteria
Exclusion criteria
Patients will begin treatment with metformin administered orally at a starting dose of 425 mg / day every 12 hours for the first 15 days and then continue with a dose of 850 mg / day until the end of the study. The beginning of this treatment phase will be following the recommendations of the clinical guidelines (Comprehensive Approach to Type 2 Diabetes Mellitus, SEEN V2019.2)
Time frame: 12 months
It will be identified in the stool by cultures and DNA and mRNA expression after metformin treatment.
Time frame: 12 months
It will be measured by Mini-Examen Cognoscitivo (MEC).
Time frame: 12 months
It will be measured by Test aprendizaje verbal-TAVEC.
Time frame: 12 months
It will be measured by Rey-Osterrieth Complex Figure.
Time frame: 12 months
It will be measured by Patient Health Questionnaire-9 (PHQ-9).
Time frame: 12 months
It will be measured by UPPS Impulsive Behavior Scale.
Time frame: 12 months
It will be measured by Yale Food Addiction Scale.
Time frame: 12 months
It will be measured by Sensitivity to Punishment and Sensitivity to Reward (SPSRQ).
Time frame: 12 months
It will be measured by Sensitivity to Punishment and Sensitivity to Reward (SPSRQ).
Time frame: 12 months
It will be measured by Rey-Osterrieth Complex Figure.
Time frame: 12 months
It will be measured by Judgment Line Orientation.
Time frame: 12 months
It will be measured by Boston Naming Test.
Time frame: 12 months
It will be measured by Trail making test (Part A y B).
Time frame: 12 months
It will be measured by the Wechsler Adult Intelligence Scales, Fourth Edition (WAIS-IV).
Time frame: 12 months
It will be measured by Stroop Color-Word Test.
Time frame: 12 months
It will be measured by PMR
Time frame: 12 months
It will be measured by Animals
Time frame: 12 months
Time frame: 12 months
Gut microbiota will be analysed by metagenomics and metabolomics.
Time frame: 12 months
Time frame: 12 months
Time frame: 12 months
Time frame: 12 months
Time frame: 12 months
It will be assessed using magnetic resonance imaging (T1-weighted)
Time frame: 12 months
It will be assessed using magnetic resonance imaging with diffusion tensor imaging (DTI)
Time frame: 12 months
It will be assessed using magnetic resonance imaging using (R2*)
Time frame: 12 months
It will be assessed using magnetic resonance imaging (T2*-weighted echo-planar imaging)
Time frame: 12 months
It will be measured by HOMA
Time frame: 12 months
Enzyme-linked immunosorbent assay (ELISA) and quantitative polymerase chain reaction (qPCR)
Time frame: 12 months
Glycosylated hemoglobin (HbA1c) in % or mmol/mol
Time frame: 12 months
Time frame: 12 months
Time frame: 12 months
Low blood glucose index (LBGI) is a parameter that quantifies the risk of glycaemic excursions in non-negative numbers.
Time frame: 12 months
High blood glucose index (HBGI) is a parameter that quantifies the risk of glycaemic excursions in non-negative numbers.
Time frame: 12 months
measured in mg/dl
Time frame: 12 months
Mean and standard deviation of burned calories measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of steps measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of distance measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of plants measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes null activity measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes slight activity measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes mean activity measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes high activity measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of calories measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes asleep measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes awake measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of bed time measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes light sleep measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes deep sleep measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of minutes REM measures by activity and sleep tracker device.
Time frame: 12 months
Mean and standard deviation of number time awake measures by activity and sleep tracker device.
Institut d'Investigació Biomèdica de Girona Dr. Josep Trueta
Other
Acronym: SmartAge
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