Evidence map›Paper›PMID 40055723›Full record

Trial reportNutrition journal2025

Trajectories of adherence to an obesogenic dietary pattern and changes in diet quality, food intake, and adiposity during adolescence.

Jesús Martínez-Gómez, Patricia Bodega, Gloria Santos-Beneit, Amaya de Cos-Gandoy, María Beneito-Durá, Mercedes de Miguel, Anna Tresserra-Rimbau, Ana María Ruiz-León, Ramón Estruch, Rosa María Lamuela-Raventós and 3 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Nutrition journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03504059 (School-based Behavioural Intervention to Face Obesity and Promote Cardiovascular Health Among Spanish Adolescents), which is not on this map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

NCT03504059 naunknown statusnot on this map

School-based Behavioural Intervention to Face Obesity and Promote Cardiovascular Health Among Spanish Adolescents: a Cluster-randomized Controlled Trial

TypeinterventionalSponsorUniversity of BarcelonaRan2017 to 2025Enrolled1,326ConditionsObesity, Cardiovascular Health, Diabetes MellitusArmsLong-term educational program, Short-term educational program
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. 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

13 authors.

Jesús Martínez-Gómez *Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
Patricia Bodega *Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
Gloria Santos-BeneitCentro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
Amaya de Cos-GandoyCentro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
María Beneito-DuráCentro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
Mercedes de MiguelCentro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
Anna Tresserra-RimbauFisiopatología de La Obesidad y Nutrición (CIBERObn), Consorcio CIBER, Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain.
Ana María Ruiz-LeónFisiopatología de La Obesidad y Nutrición (CIBERObn), Consorcio CIBER, Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain.
Ramón EstruchFisiopatología de La Obesidad y Nutrición (CIBERObn), Consorcio CIBER, Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain.
Rosa María Lamuela-RaventósFisiopatología de La Obesidad y Nutrición (CIBERObn), Consorcio CIBER, Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain.
Luis A MorenoFisiopatología de La Obesidad y Nutrición (CIBERObn), Consorcio CIBER, Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain.
Juan Miguel Fernández-AlviraCentro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain.
Rodrigo Fernández-JiménezCentro Nacional de Investigaciones Cardiovasculares (CNIC), 28029, Madrid, Spain. rodrigo.fernandez@cnic.es.

Funding

Fundació la Marató de TV3 369/C/2016Generalitat de Catalunya 2021-SGR-00334Instituto de Salud Carlos III PI22/01560'la Caixa' Foundation LCF/PR/CE16/10700001Ministerio de Ciencia e Innovación AGL2016-75329-RMinisterio de Ciencia, Innovación y Universidades CEX2021-001234-MMinisterio de Ciencia, Innovación y Universidades MICIN/AEI/10.13039/501100011033Ministerio de Educación, Cultura y Deporte, Spain FPU21/04891
6 · The paper itself

Abstract

BACKGROUND AND

aimsContemporary longitudinal data on dietary patterns (DP) during adolescence are scarce. This study aimed to identify trajectories of adherence to an obesogenic DP and changes in diet quality (DQ), related food consumption, and adiposity markers during adolescence.

methodsA cohort of 600 adolescents (293 girls, 48.8%) attending 24 secondary schools enrolled on the SI! Program for Secondary Schools trial in Spain was assessed when participants were approximately 12, 14, and 16 years old. An energy-dense, high-fat, and low-fiber (obesogenic) DP was derived at each time point by reduced rank regression (RRR) using the percentage energy intake from fat, fiber density, and dietary energy density as intermediate variables. Based on each participant's resulting scores, trajectories of adherence to the obesogenic DP were identified by latent class trajectory modeling. Adjusted associations between trajectories, DQ and food consumption changes, and adiposity markers during adolescence were analyzed with generalized linear models.

resultsBased on adherence to the obesogenic DP during adolescence, four stable trajectory groups (from lowest to highest adherence) were identified: trajectory 1 (44 participants [7.3%]), trajectory 2 (180 participants [30.0%]), trajectory 3 (292 participants [48.7%]), and trajectory 4 (84 participants [14.0%]). Overall DQ was moderate, but showed a gradient across trajectories, with trajectory 1 having the best quality. Although the identified trajectories were stable, individuals in the group with the lowest adherence to the obesogenic DP (trajectory 1) significantly improved their overall DQ over time, whereas those with the highest adherence (trajectory 4) showed the opposite trend. The group of adolescents in trajectory 4 had the least healthy central adiposity profile when ∼16 years old.

conclusionFour stable trajectories of adherence to an obesogenic DP were identified in a large cohort of adolescents, with DQ decreasing as adherence to the DP increased. Although adherence to the DP was stable, differences in food intake between trajectories widened over time, resulting in increased central adiposity in participants with the highest adherence to the pattern at the end of the study. Further research is needed to explore the determinants of adherence to obesogenic DPs in adolescence and to evaluate their effects on adiposity and overall health later in life.

trial registrationClinicalTrials.gov NCT03504059.

Indexed as

AdiposityDietEatingFeeding BehaviorPatient CompliancePediatric ObesityAdolescentChildEnergy IntakeFemaleHumansLongitudinal StudiesMaleSpainCentral obesityDietary patternsHealth promotionOverweightReduced-rank regressionTeenagers

Identifiers

PMID40055723
PMCPMC11887375

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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 Socratic graph.