Evidence mapPaperPMID 42365169Full record

ArticlePediatric research2026

Diet, lifestyle, metabolic markers, and socioeconomic status are associated with cognitive function in school-aged children from a population-based cohort.

Ariadna Gómez-Vilarrubla, Mario Sánchez-Fernández, Elsa Puerto-Carranza, José-María Martínez-Calcerrada, Berta Mas-Parés, María-José Rivero-Martín, Ana-Pilar Nso-Roca, Adam Álvarez-Monell, Oren Contreras-Rodríguez, Josep Garre-Olmo and 2 more

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Article in Pediatric research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Ariadna Gómez-Vilarrubla *Maternal-Fetal Metabolic Research Group, Girona Institute for Biomedical Research (IDIBGI), Salt, Spain.ORCID http://orcid.org/0000-0001-8183-5218
Mario Sánchez-Fernández *Department of Pediatrics, Dr. Josep Trueta Hospital, Girona, Spain.ORCID http://orcid.org/0009-0009-7616-8559
Elsa Puerto-CarranzaDepartment of Pediatrics, Dr. Josep Trueta Hospital, Girona, Spain.ORCID http://orcid.org/0000-0003-3478-5072
José-María Martínez-CalcerradaMaternal-Fetal Metabolic Research Group, Girona Institute for Biomedical Research (IDIBGI), Salt, Spain.ORCID http://orcid.org/0000-0002-4021-2513
Berta Mas-ParésPediatric Endocrinology Research Group, Girona Institute for Biomedical Research (IDIBGI), Salt, Spain.ORCID http://orcid.org/0000-0001-8283-3089
María-José Rivero-MartínDepartment of Pediatrics, Hospital Universitario de Fuenlabrada, Madrid, Spain.ORCID http://orcid.org/0000-0003-2186-0475
Ana-Pilar Nso-RocaDepartment of Pediatrics, Hospital Universitario San Juan de Alicante, San Juan de Alicante, Spain.ORCID http://orcid.org/0000-0002-0601-0213
Adam Álvarez-MonellDepartment of Psychiatry and Forensic Medicine, Neuroscience Institute, Universitat Autònoma de Barcelona (INc-UAB), Barcelona, Spain.ORCID http://orcid.org/0000-0003-4806-3361
Oren Contreras-RodríguezDepartment of Psychiatry and Forensic Medicine, Neuroscience Institute, Universitat Autònoma de Barcelona (INc-UAB), Barcelona, Spain.ORCID http://orcid.org/0000-0001-8922-8084
Josep Garre-OlmoDepartment of Medical Sciences, University of Girona, Girona, Spain.ORCID http://orcid.org/0000-0002-7817-0814
Abel López-BermejoDepartment of Pediatrics, Dr. Josep Trueta Hospital, Girona, Spain. alopezbermejo@idibgi.org.ORCID http://orcid.org/0000-0002-5828-8911
Judit BassolsMaternal-Fetal Metabolic Research Group, Girona Institute for Biomedical Research (IDIBGI), Salt, Spain. jbassols@idibgi.org.ORCID http://orcid.org/0000-0001-8821-6655

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCognitive development is associated with diet, activity, sleep, metabolic health, and socioeconomic status. However, evidence remains limited, as most studies have focused on clinical groups or single factors. We examined the combined associations of these variables with cognitive function in school-aged children from the general population.

methodsWe evaluated 170 school-aged children from a population-based cohort (mean age 6.33 ± 0.03 years; 49% female). Children were evaluated after an overnight fast (>8 h), and anthropometric, metabolic, and socioeconomic variables were evaluated. Diet and physical activity were assessed using validated questionnaires (Vioque FFQ and enKid). Cognitive function was assessed using NEPSY-II and TONI-2 subsets. Correlation and regression analyses were performed.

resultsCognitive function was positively associated with Mediterranean diet adherence, sleep duration, socioeconomic status, and negatively associated with ultra-processed food intake, TV viewing, and metabolic markers including insulin resistance (HOMA-IR), C-reactive protein, and gamma-glutamyltransferase (all p < 0.05). Multivariate analyses showed that Mediterranean diet adherence (OR 2.18, 95%CI 1.08-4.40), economic status (OR 2.50, 95%CI 1.13-5.49), sleep duration (OR 2.90, 95%CI 1.42-5.92), and HOMA-IR (OR 0.47, 95%CI 0.23-0.96) as independently associated with cognitive outcomes, particularly in attention, language, and memory.

conclusionsLifestyle factors and socioeconomic conditions are independently associated with cognitive function in children. IMPACT: Key message: Diet, sleep, metabolic health, and socioeconomic status are associated with cognitive function in school-aged children. Novelty: Simultaneously examines multiple factors associated with cognition in school-aged children from a population-based cohort. Impact on cognition: Mediterranean diet adherence, sleep duration, and metabolic health were positively associated with several cognitive domains, including attention, language, and memory. Practical use: Highlights the potential relevance of healthy lifestyles and social equity in relation to cognitive development. Broader significance: Highlights the multifactorial nature of cognitive development in children.

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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 Socratic graph.