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Weight
Time frame: Data collected through study completion for 5 years.
Weight in kilograms (kg) of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Body mass index (BMI)
Time frame: Data collected through study completion for 5 years.
BMI, calculated according to the formula: [weight (in kg) ÷ height x height (in meters)], of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Waist circumference
Time frame: Data collected through study completion for 5 years.
Waist circumference (in centimeters) of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Hip circumference
Time frame: Data collected through study completion for 5 years.
Hip circumference (in centimeters) of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Waist-to-hip circumference ratio
Time frame: Data collected through study completion for 5 years.
Waist-to-hip circumference ratio of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Neck circumference
Time frame: Data collected through study completion for 5 years.
Neck circumference (in centimeters) of identified subgroups, defined according to the comorbidities initially present (i.e. before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Muscle mass percentage
Time frame: Data collected through study completion for 5 years.
Muscle mass percentage of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Fat mass percentage
Time frame: Data collected through study completion for 5 years.
Fat mass percentage of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Water mass percentage
Time frame: Data collected through study completion for 5 years.
Water mass percentage of identified subgroups, defined according to the comorbidities initially present (i.e., before the start of the intervention; arterial hypertension, glucose intolerance, type 2 diabetes, dyslipidemia, OSAS) and the level of initial BMI.
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Percentage of participants who changed BMI category at the end of each phase of the RNPC program.
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
BMI category is determined at the initial visit, at the end of the weight loss phase and at the end of the stabilization phase.
The following BMI categories will be considered: < 25 kg/m², ≥ 25 and < 30 kg/m², ≥ 30 and < 35 kg/m², ≥ 35 and < 40 kg/m², ≥ 40 kg/m².
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Pain assessment
Time frame: Data collected through study completion for 5 years.
Pain will be assessed by the dietitian using a visual analogue scale (VAS), with a score from 0 to 10.
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Fasting glycemia
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
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Fasting insulinemia
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Fasting insulinemia in mUI/L.
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HbA1c percentage
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Hemoglobin A1c (HbA1c; glycated hemoglobin), only in participants with type 2 diabetes.
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HOMA-IR index
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
HOMA-IR (homeostasis model assessment of insulin resistance) index is calculated according to the formula: [fasting insulinemia (microU/L) x fasting glycemia (nmol/L) / 22.5].
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TyG index
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
TyG (triglyceride-glucose) index is calculated according to the formula: [ln (triglyceridemia in g/L) x (fasting glycemia in g/L) / 2].
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QUICKI
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
QUICKI (quantitative insulin sensitivity check index) is calculated according to the formula: [1 / (log fasting insulinemia in mIU/L) + (log fasting glycemia in g/L)].
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Level of total cholesterol
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of total cholesterol (in g/L) in blood samples.
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Level of HDL-cholesterol
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of HDL-cholesterol (in g/L) in blood samples.
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Level of LDL-cholesterol
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of LDL-cholesterol (in g/L) in blood samples.
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Level of triglycerides
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of triglycerides (in g/L) in blood samples.
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SCORE2/SCORE2-OP score
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
Calculation of SCORE2 (or SCORE2-OP for people aged ≥ 70 years) score, for evaluation of the overall cardiovascular risk score over 10 years, is based on the following biological parameters:
- Age (year);
- Systolic blood pressure (mm Hg);
- Level of total cholesterol (g/L);
- Level of HDL-cholesterol (g/L);
- Blood pressure medication (yes or no);
- Cigarette smoker (yes or no);
- Diabetes present or not.
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Changes in the presence or not of a metabolic syndrome
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
Criteria for metabolic syndrome were determined by the International Diabetes Federation in 2005:
Waist circumference ≥ 94 cm (men) and ≥ 80 cm (women), plus at least 2 of the following criteria:
- Fasting glycemia ≥ 1 g/L and/or diagnosis of diabetes and/or treatment for diabetes;
- Level of HDL cholesterol < 0.4 g/L (men) and < 0.5 g/L (women) or specific treatment for this lipid disorder;
- Triglyceridemia ≥ 1.5 g/L or specific treatment for this lipid disorder;
- Blood pressure ≥ 130/85 mm Hg (≥ 130/80 mm Hg if diabetes) and/or treatment for high blood pressure.
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Level of ALAT
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of ALAT (alanine aminotransferase; in UI/L) in blood samples.
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Level of ASAT
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of ASAT (alanine aminotransferase) in blood samples.
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Ferritinemia
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of ferritin (in ng/mL) in blood samples.
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FibroMeter score
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Calculation of FibroMeter score is based on the following biological parameters:
- Platelet count (G/L);
- ALAT (UI/L);
- ASAT (UI/L);
- Fasting glycemia (g/L);
- Ferritinemia.
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Level of GGT
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of GGT (gamma-glutamyl transferase; in g/L) in blood samples.
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Creatininemia
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
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Creatininuria
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Creatininuria (in mg/L), dosed on a single sample of urine from the first urination in the morning.
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Microalbuminuria
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Microalbuminuria (in mg/L), dosed on a single sample of urine from the first urination in the morning.
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MDRD score
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
MDRD (modification of diet in renal disease) score is calculated according to the formula: [186 x (creatininemia in mg/L/88.4) x (Age) x (0.742 if female) x (1.210 if black)].
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Albumin-creatinine ratio
Time frame: Assessed at baseline, after the first phase of the intervention and after the second phase of the intervention.
Urinary albumin-creatinine ratio.
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Levels of plasma amino acids (glutamine, glutamate and alanine)
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of Plasma amino acids (glutamine, glutamate and alanine; in µmol/L). Intestinal and hepatic gluconeogenesis will be evaluated by quantitative determination of plasma amino acids (glutamine, glutamate and alanine), associated with the determination of lactate, pyruvate, glycerol and fatty acid levels.
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Level of lactate
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of lactate (in mg/L) in blood samples. Intestinal and hepatic gluconeogenesis will be evaluated by quantitative determination of plasma amino acids (glutamine, glutamate and alanine), associated with the determination of lactate, pyruvate, glycerol and fatty acid levels.
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Level of pyruvate
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of pyruvate (in mg/L) in blood samples. Intestinal and hepatic gluconeogenesis will be evaluated by quantitative determination of plasma amino acids (glutamine, glutamate and alanine), associated with the determination of lactate, pyruvate, glycerol and fatty acid levels.
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Level of glycerol
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of glycerol (in mg/L) in blood samples. Intestinal and hepatic gluconeogenesis will be evaluated by quantitative determination of plasma amino acids (glutamine, glutamate and alanine), associated with the determination of lactate, pyruvate, glycerol and fatty acid levels.
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Level of fatty acids
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Dosage of fatty acids in blood samples. Intestinal and hepatic gluconeogenesis will be evaluated by quantitative determination of plasma amino acids (glutamine, glutamate and alanine), associated with the determination of lactate, pyruvate, glycerol and fatty acid levels.
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Blood pressure
Time frame: Data collected through study completion for 5 years.
Measurement of systolic and diastolic blood pressure (in mm Hg).
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Score to the Epworth Sleepiness Scale (ESS) questionnaire
Time frame: Questionnaire completed at baseline, after the first phase of the intervention, after the second phase of the intervention, and every year after completion of the intervention for 5 years.
Score calculated from participants' responses to the sleep-related self-administered questionnaire Epworth Sleepiness Scale (ESS), completed online, between two visits to the RNPC center.
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Score to the Pittsburgh Sleep Quality Index (PSQI) questionnaire
Time frame: Questionnaire completed at baseline, after the first phase of the intervention, after the second phase of the intervention, and every year after completion of the intervention for 5 years.
Score calculated from participants' responses to the sleep-related self-administered questionnaire Pittsburgh Sleep Quality Index (PSQI), completed online, between two visits to the RNPC center.
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Score to the Insomnia Severity Index (ISI) questionnaire
Time frame: Questionnaire completed at baseline, after the first phase of the intervention, after the second phase of the intervention, and every year after completion of the intervention for 5 years.
Score calculated from participants' responses to the sleep-related self-administered questionnaire Insomnia Severity Index (ISI), completed online, between two visits to the RNPC center.
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Score to the Chronotype questionnaire
Time frame: Questionnaire completed at baseline.
Score calculated from participants' responses to the self-administered Chronotype questionnaire, completed online, between two visits to the RNPC center.
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Evolution of Obstructive Sleep Apnea Syndrome (OSAS)
Time frame: Data collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
OSAS is defined according to the apnea-hypopnea index (AHI), collected by connected devices (Sleep Analyzer and Sunrise). Only participants in the Connected Objects group and in the OSAS group will be concerned.
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Score to the 5-level EQ-5D version (EQ-5D-5L) questionnaire
Time frame: Questionnaire completed at baseline, after the first phase of the intervention, after the second phase of the intervention, and every year after completion of the intervention for 5 years.
Score calculated from participants' responses to the quality-of-life EQ-5D version (EQ-5D-5L) self-administered questionnaire, completed online, between two visits to the RNPC center.
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Score to the EQVOD ('Échelle de Qualité de Vie, Obésité et Diététique') French questionnaire
Time frame: Questionnaire completed at baseline, after the first phase of the intervention, after the second phase of the intervention, and every year after completion of the intervention for 5 years.
Score calculated from participants' responses to the quality-of-life EQVOD French self-administered questionnaire, completed online, between two visits to the RNPC center.
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Score to the Food Frequency Questionnaire (FFQ)
Time frame: Questionnaire completed at baseline.
Score calculated from participants' responses to the eating habits-related Food Frequency Questionnaire (FFQ) self-administered questionnaire, completed online, between two visits to the RNPC center.
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Score to the Three-Factor Eating Questionnaire (TFEQ)
Time frame: Questionnaire completed collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Score calculated from participants' responses to the eating behavior-related Three-Factor Eating Questionnaire (TFEQ) self-administered questionnaire, completed online, between two visits to the RNPC center.
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Score to the Hospital Anxiety and Depression (HAD) scale
Time frame: Questionnaire completed collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Score calculated from participants' responses to the stress, anxiety and depression-related Hospital Anxiety and Depression (HAD) scale, self-administered and completed online, between two visits to the RNPC center.
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Score to the Perceived Stress Scale (PSS)
Time frame: Questionnaire completed collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Score calculated from participants' responses to stress-related Perceived Stress Scale (PSS) self-administered questionnaire, completed online, between two visits to the RNPC center.
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Responses to the general questionnaire
Time frame: Questionnaire completed at baseline and every year after completion of the intervention for 5 years.
Responses collected from a general questionnaire (information about socio-cultural level, life environment, family and social life, married life, etc.), completed online, between two visits to the RNPC center.
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Arterial stiffness
Time frame: Data collected at baseline, after having lost 10% of initial body weight, after the first phase of the intervention and after the second phase of the intervention, at least.
Arterial stiffness will be assessed by measuring pulse wave velocity (PWV), data collected regularly by the Body Cardio connected scale. Only participants in the Connected Objects group will be concerned.
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Prevalence of peripheral neuropathies at the start of the intervention
Time frame: Data collected at baseline.
The SUDOSCAN device provides results as conductances of the feet and hands (in microsiemens; with the average of the left and right sides). High conductance levels are correlated with normal sweat function and healthy innervation (small C-fibers). Low conductances represent peripheral autonomic neuropathy. The EZSCAN risk score (classified in quadrants: at risk/moderate/no risk, with a color code) determined from these measures indicates the risk of developing diabetes. Only participants in the Neuropathies group will be concerned.
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Evolution of peripheral neuropathies
Time frame: Data collected at baseline, after having lost 10% of initial body weight, after the first phase of the intervention and after the second phase of the intervention, at least.
The SUDOSCAN device provides results as conductances of the feet and hands (in microsiemens; with the average of the left and right sides). High conductance levels are correlated with normal sweat function and healthy innervation (small C-fibers). Low conductances represent peripheral autonomic neuropathy. The EZSCAN risk score (classified in quadrants: at risk/moderate/no risk, with a color code) determined from these measures indicates the risk of developing diabetes. Only participants in the Neuropathies group will be concerned.
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Score to the Baecke questionnaire
Time frame: Questionnaire completed collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Score calculated from participants' responses to the physical-activity-related Baecke self-administered questionnaire, completed online between two visits to the RNPC center.
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Distance traveled (by foot) per week
Time frame: Data collected through study completion for 5 years.
The dietician will collect, directly from the pedometer application of the participant's smartphone, the distance traveled by foot (in meters) of the past week.
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Number of steps per week
Time frame: Data collected through study completion for 5 years.
The dietician will collect, directly from the pedometer application of the participant's smartphone, the number of steps of the past week.
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Dropout rate
Time frame: Assessed collected at baseline, after the first phase of the intervention and after the second phase of the intervention.
Drop-out of participants (who stopped the weight loss program before the end of the stabilization phase) during the intervention in all subgroups.