Evidence mapPaperPMID 41612434Full record

ArticleBMC medicine2026

Dietary patterns and neuropsychological function in adolescents: a cross-sectional and longitudinal study.

Alexios Manidis, Nicolas Ayala-Aldana, Sara Bernardo-Castro, Ariadna Pinar-Martí, Polina Galkina, Sílvia Fernández-Barrés, Patricia Ramirez-Carrasco, Rosa M Lamuela-Raventós, Christopher Papandreou, Jordi Julvez

Abstract read
In one paragraph

Article in BMC medicine, 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. Review
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

10 authors.

Alexios ManidisClinical and Epidemiological Neuroscience (NeuroÈpia), Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain. alexios.manidis@iispv.cat.
Nicolas Ayala-AldanaClinical and Epidemiological Neuroscience (NeuroÈpia), Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Sara Bernardo-CastroClinical and Epidemiological Neuroscience (NeuroÈpia), Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Ariadna Pinar-MartíClinical and Epidemiological Neuroscience (NeuroÈpia), Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain.
Polina GalkinaPolyphenol Research Group, Departament de Nutrició, Facultat de Farmacia I Ciències de L'Alimentació, Ciències de L'Alimentació I Gastronomia, Universitat de Barcelona, Barcelona, Spain.
Sílvia Fernández-BarrésAgència de Salut Pública de Barcelona (ASPB), Plaça Lesseps 1, Barcelona, 08023, Spain.
Patricia Ramirez-CarrascoPolyphenol Research Group, Departament de Nutrició, Facultat de Farmacia I Ciències de L'Alimentació, Ciències de L'Alimentació I Gastronomia, Universitat de Barcelona, Barcelona, Spain.
Rosa M Lamuela-RaventósPolyphenol Research Group, Departament de Nutrició, Facultat de Farmacia I Ciències de L'Alimentació, Ciències de L'Alimentació I Gastronomia, Universitat de Barcelona, Barcelona, Spain.
Christopher Papandreou *Clinical and Epidemiological Neuroscience (NeuroÈpia), Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain. papchris@hmu.gr.
Jordi Julvez *Clinical and Epidemiological Neuroscience (NeuroÈpia), Institut d'Investigació Sanitària Pere Virgili (IISPV), Reus, Spain. jordi.julvez@iispv.cat.

Funding

Agencia Estatal de Investigación CNS2023-143985Instituto de Salud Carlos III CP14/00108, PI16/00261, PI21/00266NextGenerationEU CNS2023-143985
6 · The paper itself

Abstract

backgroundAdolescence is a critical period for brain development, during which dietary patterns may influence neuropsychological functioning.

objectiveTo examine cross-sectional associations and determine if baseline adherence to the Mediterranean diet (MD) and ultra-processed food (UPF) consumption is associated with changes in adolescent neuropsychological outcomes over 6 months.

methodsThis study represents a secondary analysis of the WALNUTs Smart-Snack Trial. We evaluated 653 adolescents (aged 12-16 years) from Barcelona at baseline and at 6-month follow-up. All dietary data used for these analyses were collected at the baseline timepoint only. MD adherence was measured with the KIDMED index and UPF consumption was assessed using a food frequency questionnaire and classified using the NOVA system. Cognitive domains were assessed at both time points using standardised computer-based tasks: attention (alerting, orienting, executive control) with the Attention Network Test; working memory (4-back) with the N-back task; fluid intelligence with the Primary Mental Abilities-Revised; decision-making with the Roulettes Task; and emotion recognition with the Emotion Recognition Task. Behavioural outcomes were also evaluated at both time points using the self-reported Strengths and Difficulties Questionnaire and teacher-reported Attention-Deficit/Hyperactivity Disorder-DSM-IV scales. Associations were examined using multivariable generalised linear models. To further validate UPF consumption estimations, polyphenol biomarkers were measured in urine in a subsample of 257 participants.

resultsGreater adherence to the MD was cross-sectionally linked to fewer behavioural problems and higher scores of executive functioning, while higher UPF consumption was associated with poorer emotion recognition, reduced alerting attention, less advantageous decision-making, more behavioural problems and internalising symptoms. Longitudinally, higher UPF consumption was associated with more internalising symptoms and less advantageous decision-making, whereas MD adherence showed no associations.

conclusionsGreater MD adherence appears associated with more favourable behavioural and cognitive profiles. In contrast, higher UPF consumption seems to be associated with less favourable profiles across multiple neuropsychological domains in adolescents. However, the limited longitudinal evidence points to complex relationships that warrant further investigation. Overall, these findings highlight the importance of promoting healthier dietary habits during adolescence.

Indexed as

CognitionDiet, MediterraneanFeeding BehaviorAdolescentChildCross-Sectional StudiesFemaleFood, ProcessedHumansLongitudinal StudiesMaleNeuropsychological TestsSpainAdolescentCognitionMediterranean dietNeuropsychologyUltra-processed foods

Identifiers

PMID41612434
PMCPMC12924547

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.