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Precision Lifestyle Intervention and Anthropometric, Nutritional, and Metabolic Health Outcomes

Estudio en Humanos Para la identificación de Biomarcadores de Actividad física Moderada y Sedentarismo y su Posible relación Con Determinantes genéticos e Indicadores Del Estado de Salud metabólica

Status
Completed
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT07450066
Acronym
MAR-GEN
Enrollment
150
Registered
2026-03-04
Start date
2020-10-27
Completion date
2026-01-30
Last updated
2026-03-04

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Obesity & Overweight

Keywords

personalized nutrition, nutrigenetics, biomarkers, obesity, overweight

Brief summary

This clinical trial aims to recruit a core cohort of adults with normal weight, overweight, and obesity, but without other metabolic alterations, to undergo a six-month nutritional intervention. The main objective is to compare a genotype- and phenotype-based nutrition approach with a traditional nutrition plan adjusted only to phenotype. To evaluate the effectiveness of each type of intervention, anthropometric measurements and nutritional assessments will be collected at baseline, three months, and six months. In addition, plasma samples will be obtained to analyze clinical and non-clinical biomarkers, providing a more comprehensive evaluation of health status at baseline and after six months of intervention.

Interventions

OTHERDiet

A six-month intervention consisting of lifestyle counseling aimed at promoting adherence to a standard Mediterranean diet and providing phenotype-tailored physical activity recommendations.

Sponsors

University of the Balearic Islands
Lead SponsorOTHER

Study design

Allocation
NON_RANDOMIZED
Intervention model
PARALLEL
Primary purpose
PREVENTION
Masking
NONE

Eligibility

Sex/Gender
ALL
Age
25 Years to 55 Years
Healthy volunteers
Yes

Inclusion criteria

Men and women aged between 25 and 55 years; volunteers who sign the informed consent forms for sample collection and for participation in the study, after having read the information sheet of the research project; absence of known disease.

Exclusion criteria

participants younger than 25 years and older than 55 years; physically or legally incapacitated persons; pregnant or breastfeeding women; presence of blood-borne infectious diseases (HIV/AIDS, hepatitis, etc.); presence of diseases associated with a risk of complications during blood extraction (coagulation disorders, heart failure, etc.); individuals with diabetes, hypertension, grade II or higher obesity (BMI ≥35), or those receiving chronic medication (excluding contraceptives).

Design outcomes

Primary

MeasureTime frameDescription
Body Mass IndexBaseline, Month 3 of intervention, Month 6 (end) of interventionBMI will be calculated from body weight and height using the formula: BMI = weight (kg) / height (m)²
Body Fat PercentageBaseline, Month 3 of intervention, Month 6 (end) of interventionBody fat (%) will be assessed by bioelectrical impedance analysis (BIA)

Secondary

MeasureTime frameDescription
Body WeightBaseline, Month 3 of intervention, Month 6 (end) of interventionBody weight will be measured in kilograms (kg) using a calibrated scale
Waist CircumferenceBaseline, Month 3 of intervention, Month 6 (end) of interventionWaist Circumference will be measured in centimeters (cm) using a non-elastic tape measure
Hip CircumferencBaseline, Month 3 of intervention, Month 6 (end) of interventionHip Circumference will be measured in centimeters (cm) using a non-elastic tape measure
CUN-BAEBaseline, Month 3 of intervention, Month 6 (end) of interventionBody fat percentage will be estimated using the Clínica Universidad de Navarra - Body Adiposity Estimator (CUN-BAE) formula: %BF = -44.988 + (0.503 × age) + (10.689 × sex) + (3.172 × BMI) - (0.026 × BMI²) + (0.181 × BMI × sex) - (0.02 × BMI × age) - (0.005 × BMI² × sex) + (0.00021 × BMI² × age) (sex: 0 = male, 1 = female)
Waist-to-hip ratioBaseline, Month 3 of intervention, Month 6 (end) of interventionWaist-to-hip ratio will be calculated as: waist circumference (cm) / hip circumference (cm).
Waist-to-height ratioBaseline, Month 3 of intervention, Month 6 (end) of interventionWaist-to-height ratio will be calculated as: waist circumference (cm) / height (cm).
Plasma LeptinBaseline, Month 6 (end) of interventionPlasma leptin levels will be measured in ng/mL using enzyme-linked immunosorbent assay (ELISA).
Plasma AdiponectinBaseline, Month 6 (end) of interventionPlasma Adiponectin levels will be measured in µg/mL using ELISA.
Adiponectin-Leptin RatioBaseline, Month 6 (end) of interventionThe adiponectin/leptin ratio will be calculated as: adiponectin (µg/mL) / leptin (ng/mL).
Plasma Tumor necrosis factor alpha (TNF-α)Baseline, Month 6 (end) of interventionPlasma TNF-α will be measured in pg/mL using ELISA.
Plasma Interleukin-6 (IL-6)Baseline, Month 6 (end) of interventionPlasma IL-6 measured in pg/mL using ELISA.
Plasma TriglyceridesBaseline, Month 6 (end) of interventionPlasma Triglycerides measured in mg/dL using enzymatic colorimetric commercial kit.
Plasma Total CholesterolBaseline, Month 6 (end) of interventionPlasma Total Cholesterol measured in mg/dL using enzymatic colorimetric commercial kit.
Plasma High-Density Lipoprotein (HDL) cholesterolBaseline, Month 6 (end) of interventionPlasma HDL cholesterol measured in mg/dL using enzymatic colorimetric commercial kit after dextran precipitation.
Plasma Low-Density Lipoprotein (LDL) cholesterolBaseline, Month 6 (end) of interventionPlasma LDL cholesterol levels (mg/dL) will be calculated using the Friedewald formula: LDL-C = Total Cholesterol - \[HDL Cholesterol + (Triglycerides / 5)\].
Non-HDL CholesterolBaseline, Month 6 (end) of interventionNon-HDL cholesterol will be calculated as: Total Cholesterol (mg/dL) - HDL cholesterol (mg/dL).
Fasting glucoseBaseline, Month 6 (end) of interventionFasting glucose will be measured in mg/dL using a glucometer
Fasting insulinBaseline, Month 6 (end) of interventionFasting insulin will be measured in mU/L using ELISA.
Insulin resistance will be estimated using the Homeostatic Model Assessment of Insulin Resistance (HOMA-IR)Baseline, Month 6 (end) of interventionHOMA-IR = \[fasting insulin (mU/L) × fasting glucose (mg/dL)\] / 405
Insulin sensitivity will be estimated using the Quantitative Insulin Sensitivity Check Index (QUICKI)Baseline, Month 6 (end) of interventionQUICKI = 1 / \[log(fasting insulin µU/mL) + log(fasting glucose mg/dL)\]
Plasma IrisinBaseline, Month 6 (end) of interventionPlasma Irisin measured using ELISA.
Plasma Fibroblast growth factor 21 (FGF-21)Baseline, Month 6 (end) of interventionPlasma FGF-21 measured using ELISA.
Plasma Uric AcidBaseline, Month 6 (end) of interventionPlasma Uric Acid measured in mg/dL using enzymatic colorimetric commercial kit.
Dietary intake assessmentBaseline, Month 3 of intervention, Month 6 (end) of interventionDietary intake will be evaluated using a 65-item Food Frequency Questionnaire (FFQ) for dietary pattern analysis.
Physical Activity LevelBaseline, Month 3 of intervention, Month 6 (end) of interventionPhysical activity will be estimated using the International Physical Activity Questionnaire (IPAQ).
Adherence to the Mediterranean dietBaseline, Month 3 of intervention, Month 6 (end) of interventionAdherence to the Mediterranean diet will be evaluated using the MEDAS questionnaire.
Plasma Gamma-glutamyltransferase (γ-glutamyltransferase, GGT)Baseline, Month 6 (end) of interventionGGT activity determined in plasma using a commercial enzymatic assay kit for the quantitative measurement of γ-glutamyl transferase.
Plasma alanine transaminase (ALT)Baseline, Month 6 (end) of interventionALT activity determined in plasma using a commercial enzymatic assay kit for the quantitative measurement of alanine aminotransferase.

Countries

Spain

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Mar 5, 2026