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Abstract

Effect of Mediterranean Diet Adherence and Its Interaction with Genetic Susceptibility to Obesity on Adiposity in European Children: The IDEFICS/I.Family Study †

1
Growth, Exercise, NUtrition and Development (GENUD) Research Group, Faculty of Health Sciences, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), Universidad de Zaragoza, 50009 Zaragoza, Spain
2
CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
3
Institute for Molecular Medicine FIMM, 00014 Helsinki, Finland
4
School of Human Nutrition, McGill University, Sainte-Anne-de-Bellevue, Montreal, QC H9X 3V9, Canada
5
Department of Epidemiology, Center for Public Health, Medical University of Vienna, 1090 Vienna, Austria
6
Research and Education Institute of Child Health, 2015 Strovolos, Cyprus
7
Leibniz Institute for Prevention Research and Epidemiology-BIPS, 28359 Bremen, Germany
*
Author to whom correspondence should be addressed.
Presented at the 14th European Nutrition Conference FENS 2023, Belgrade, Serbia, 14–17 November 2023.
Proceedings 2023, 91(1), 297; https://doi.org/10.3390/proceedings2023091297
Published: 7 February 2024
(This article belongs to the Proceedings of The 14th European Nutrition Conference FENS 2023)

Abstract

:
Introduction: The Mediterranean Diet (MD) has been associated with a better adiposity profile in different cohorts of European children. However, these beneficial effects might be influenced by genetic variations, which could potentially modulate the MD–adiposity association. Objectives: To investigate if higher adherence to the MD, or any of the MD food groups, is associated with lower adiposity during youth. Also, to observe the degree by which the adherence to the MD or any of the MD food groups could modulate the genetic susceptibility to obesity, in relation to adiposity. Methods: Design: Cohort study with three measurement surveys: baseline (T0), follow-up 1 (T1), and follow-up 2 (T3), between 2007 and 2014. Setting: The pan-European IDEFICS/I.Family cohort. Participants: 3098 children aged 2–16 years were genotyped. A total of 1907 participants at time measurement 3 (T3) were included, with complete information in all parameters of interest. Outcome measures: body mass index (BMI) and waist circumference (WC). A 7-item Mediterranean Diet Score (MDS) to assess the degree of MD adherence, and a genome-wide polygenic risk score (PRS) for BMI previously built within the IDEFICS/I.Family consortium, from a previous GWAS to capture obesity risk. Statistical analysis: In T3, multiple linear regressions to test MD–adiposity and MD-food-groups–adiposity associations, adjusted by age, sex, parental education, genetic susceptibility to obesity, population stratification, region of residence, screen sedentary time (SST), and physical activity. Then, the same models were used to estimate gene x diet effects, based on the PRS x MD adherence. Results: No associations were found between MDS and BMI or WC adiposity markers (p-value 0.26, B 0.10). In terms of food groups, higher vegetable consumption was inversely associated to BMI (p-value < 0.01, B −0.01) and WC (p-value 0.01, B −0.02), although no gene x vegetables interaction effects were found (BMI p-value 0.43, B < 0.01; WC p-value 0.49, B 0.01). Age and SST were also significantly associated to BMI (p-value 0.01, B −0.12; p-value < 0.01, B 0.02), and only SST to WC (p-value 0.03, B 0.05), respectively. Conclusions: Higher consumption of vegetables might be associated with lower obesity, irrespective of their obesity genetic risk.

Author Contributions

Conceptualization, M.S.-C. and L.A.M.; Methodology, M.S.-C. and G.M.; Software, G.D.; validation M.S.-C., L.B., M.T., R.F. and L.A.M.; formal analysis, M.S.-C., G.D. and G.M.; investigation, M.S.-C.; resources, L.A.M.; data curation, M.S.-C. and G.D.; writing original draft, M.S.-C., G.D. and G.M.; review and editing, M.S.-C., G.D., G.M., L.B., M.T., R.F. and L.A.M.; supervision, L.A.M. All authors have read and agreed to the published version of the manuscript.

Funding

The IDEFICS study was financially supported by the European Commission within the Sixth RTD Framework Programme Contract No. 016181 (FOOD); the I.Family study was funded by the European Commission within the Seventh RTD Framework Programme Contract No. 266044 (KBBE 2010-14). Participating partners have contributed their own resources to the genotyping of children.

Institutional Review Board Statement

The study was conducted in accordance with the Declaration of Helsinki, and approved by the Ethics Committee of each participating country.
  • Belgium: Ethics Committee of the Gent University Hospital, 15/10/2007, ref: No. EC UZG 2007/243 and 19/02/2013, No. B670201316342
  • Cyprus: Cyprus National Bioethics Committee, 12/07/2007, ref: No. EEBK/EM/2007/16 and 21/Feb/2013, No. EEBK/ETI/2012/33
  • Estonia: Tallinn Medical Research Ethics Committee (TMREC), 14/06/2007, ref: No. 1093 and 17/January 2013, No. 128
  • Germany: Ethic Commission of the University of Bremen, 16/01/2007 and 11/12/2012
  • Hungary: Medical Research Council, 21/Jun/2007, ref: 22-156/2007-1018EKU and 18/12/2012, 4536/2013/EKU
  • Italy: Ethics Committee of the Local Health Authority (ASL) in Avellino, 19/06/2007, ref: No. 2/CE and 18/Sep/2012, No. 12/12
  • Spain: Ethics Committee for Clinical Research of Aragon (CEICA), 20/06/2007, ref:No. PI07/13 and 13/Feb/2013, No. PI13/0012
  • Sweden: Regional Ethics Research Board in Gothenburg, 30/07/2007, ref: No. 264-07 and 10/Jan/2013, No. 927-12

Informed Consent Statement

Informed consent was obtained from all parents or guardians and verbal agreement of the children involved in the study.

Data Availability Statement

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Conflicts of Interest

The authors declare no conflicts of interest.
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Share and Cite

MDPI and ACS Style

Seral-Cortes, M.; Drouard, G.; Masip, G.; Bogl, L.; Tornaritis, M.; Foraita, R.; Moreno, L.A. Effect of Mediterranean Diet Adherence and Its Interaction with Genetic Susceptibility to Obesity on Adiposity in European Children: The IDEFICS/I.Family Study. Proceedings 2023, 91, 297. https://doi.org/10.3390/proceedings2023091297

AMA Style

Seral-Cortes M, Drouard G, Masip G, Bogl L, Tornaritis M, Foraita R, Moreno LA. Effect of Mediterranean Diet Adherence and Its Interaction with Genetic Susceptibility to Obesity on Adiposity in European Children: The IDEFICS/I.Family Study. Proceedings. 2023; 91(1):297. https://doi.org/10.3390/proceedings2023091297

Chicago/Turabian Style

Seral-Cortes, Miguel, Gabin Drouard, Guiomar Masip, Leonie Bogl, Michael Tornaritis, Ronja Foraita, and Luis A. Moreno. 2023. "Effect of Mediterranean Diet Adherence and Its Interaction with Genetic Susceptibility to Obesity on Adiposity in European Children: The IDEFICS/I.Family Study" Proceedings 91, no. 1: 297. https://doi.org/10.3390/proceedings2023091297

APA Style

Seral-Cortes, M., Drouard, G., Masip, G., Bogl, L., Tornaritis, M., Foraita, R., & Moreno, L. A. (2023). Effect of Mediterranean Diet Adherence and Its Interaction with Genetic Susceptibility to Obesity on Adiposity in European Children: The IDEFICS/I.Family Study. Proceedings, 91(1), 297. https://doi.org/10.3390/proceedings2023091297

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