Evidence map›Paper›PMID 41807748›Full record

ArticleEuropean journal of clinical nutrition2026

How eating behaviours associate to body composition in European adolescents: a cross-sectional analysis from the HELENA study.

Andrea Jimeno-Martínez, Miguel Seral-Cortés, Ivie Maneschy, Azahara I Rupérez, Kurt Widhalm, Anthony Kafatos, Cristina Molina-Hidalgo, Marcela González-Gross, Sonia Gómez-Martínez, Esther Nova and 11 more

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Article in European journal of clinical nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Andrea Jimeno-MartínezGENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain.ORCID 0000-0003-3072-4168
Miguel Seral-CortésGENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain. mseral@unizar.es.ORCID 0000-0003-2198-2704
Ivie ManeschyGENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain.
Azahara I RupérezGENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain.
Kurt WidhalmDivision of Clinical Nutrition and Prevention, Department of Pediatrics, Medical University of Vienna, Vienna, Austria.
Anthony KafatosFaculty of Medicine, University of Crete, Herakleion, Greece.
Cristina Molina-HidalgoAdventHealth Research Institute, Neuroscience, FL, USA.
Marcela González-GrossCIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, Madrid, Spain.
Sonia Gómez-MartínezImmunonutrition Research Group, Department of Metabolism & Nutrition, Institute of Food Science, Technology and Nutrition (ICTAN)-CSIC, Madrid, Spain.ORCID 0000-0002-3281-0118
Esther NovaImmunonutrition Research Group, Department of Metabolism & Nutrition, Institute of Food Science, Technology and Nutrition (ICTAN)-CSIC, Madrid, Spain.ORCID 0000-0002-1995-2955
Stefaan De HenauwDepartment of Public Health, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
Dénes MolnárDepartment of Paediatrics, Medical School, University of Pécs, Pécs, Hungary.
Romana RoccaldoCouncil for Agricultural Research and Economics, Research Centre for Food and Nutrition, Rome, Italy.
Laurent BéghinUniversity of Lille, Inserm, CHU Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, and CIC 1403 - Clinical Investigation Center, Lille, France.
Mathilde KerstingResearch Department of Child Nutrition, University Hospital of Pediatrics and Adolescent Medicine, St. Josef-Hospital Ruhr-University Bochum, Bochum, Germany.
Christina BreidenasselDepartment of Nutrition and Food Sciences, University of Bonn, Bonn, Germany.
Yannis ManiosInstitute of Agri-food and Life Sciences, Hellenic Mediterranean University Research Centre, Heraklion, Greece.ORCID 0000-0001-6486-114X
Angel GutierrezDepartment of Physiology, University of Granada, Granada, Spain.
Giannis ArnaoutisDepartment of Physiology, University of Granada, Granada, Spain.
Luis A MorenoGENUD (Growth, Exercise, Nutrition and Development) Research Group, Facultad de Ciencias de la Salud, Universidad de Zaragoza, Zaragoza, Spain.ORCID 0000-0003-0454-653X
HELENA Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdolescence is a key developmental stage marked by physiological and behavioural changes. Eating behaviour, modifiable and sex-dependent, may be altered and linked to future health issues. This cross-sectional study aims to assess whether eating behaviours and body composition are associated in an adolescent sample.

methodsParticipants aged 12.5-17.5 years were recruited from 10 European cities, with valid data on age, sex, socio-demographic status, body composition and physical activity and who had also completed the specific eating behaviour questionnaire "Eating Behaviour and Weight Problems Inventory for Children". Different linear regression models were adjusted for relevant confounders, and ANCOVA models were performed.

resultsEating Behaviours related to weight concerns, dietary restraint, emotional eating, fear of weight gain, healthy nutrition and figure dissatisfaction were strongly positively associated with higher Body Mass Index (BMI), Fat Mass Index (FMI) and Waist Circumference (WC), especially in males (betas resulting from the association between these behavioural subscales and body composition in males, ranged from 0.174 to 0.974 for BMI, 0.172 to 0.930 for FMI, and 0.128 to 0.889 for WC). The strongest association was detected in the weight concerns subscale for both males and females.

conclusionEating behaviours across all domains are significantly linked to body composition, with variations depending on the specific behavioural domain and the adolescent's sex. These findings are critical for identifying specific behavioural patterns that contribute to obesity and related health issues, providing new insights for more targeted prevention strategies during this crucial stage of development.

Indexed as

Adolescent BehaviorBody CompositionFeeding BehaviorAdolescentBody ImageBody Mass IndexBody SatisfactionChildCross-Sectional StudiesEmotional EatingEuropeFemaleHumansMaleSex FactorsSurveys and Questionnaires

Identifiers

PMID41807748

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.