Evidence map›Paper›PMID 41981098›Full record

ArticlePediatric research2026

Association between dietary patterns and cardiometabolic health in children: findings from the Childhood Obesity Risk Assessment Longitudinal Study (CORALS) cohort.

Irina Gheorghita, Mariona Gispert-Llauradó, Joaquin Escribano, Jose Manuel Jurado-Castro, Nancy Babio, Rosaura Leis, Luis A Moreno, Santiago Navas-Carretero, Dolores Corella, Ana Moreira and 14 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

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

24 authors.

Irina GheorghitaUniversitat Rovira i Virgili, Pediatric, Nutrition and Development Research Unit (PediNuR), Reus, Spain.
Mariona Gispert-LlauradóUniversitat Rovira i Virgili, Pediatric, Nutrition and Development Research Unit (PediNuR), Reus, Spain. mariona.gispert@irbcatsud.cat.
Joaquin EscribanoUniversitat Rovira i Virgili, Pediatric, Nutrition and Development Research Unit (PediNuR), Reus, Spain.
Jose Manuel Jurado-CastroUniversity of Córdoba, Metabolism and Investigation Unit, Reina Sofia University Hospital. Maimónides Institute of Biomedicine Research of Córdoba (IMIBIC), Córdoba, Spain.
Nancy BabioInstitut de Recerca Biomèdica Catalunya Sud, Reus, Spain.
Rosaura LeisConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Luis A MorenoConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Santiago Navas-CarreteroConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Dolores CorellaConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Ana MoreiraFundació Hospital Sant Joan de Déu de Martorell, Martorell, Spain.
Cristina Castro-ColladoUniversity of Córdoba, Metabolism and Investigation Unit, Reina Sofia University Hospital. Maimónides Institute of Biomedicine Research of Córdoba (IMIBIC), Córdoba, Spain.
Rocío Vázquez-CobelaConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Mireia AlcázarUniversitat Rovira i Virgili, Pediatric, Nutrition and Development Research Unit (PediNuR), Reus, Spain.
María L Miguel-BergesConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
J Alfredo MartinezConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Belén Pastor-VillaescusaUniversity of Córdoba, Metabolism and Investigation Unit, Reina Sofia University Hospital. Maimónides Institute of Biomedicine Research of Córdoba (IMIBIC), Córdoba, Spain.
Rosaura Picáns-LeisPrimary Care Interventions to Prevent Maternal and Child Chronic Diseases of Perinatal and Developmental Origin (RICORS), RD21/0012/0008, Spanish Network in Maternal, Neonatal, Child and Developmental Health Research (RICORS-SAMID, RD24/0013/0007), Instituto de Salud Carlos III, Madrid, Spain.
Gisela MimbreroEAP-CAP Sant Pere. Reus 2. Institut Català de la Salut, Generalitat de Catalunya, Spain.
Pilar De Miguel-EtayoConsorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Madrid, 28029, Spain.
Katherine Flores-RojasUniversity of Córdoba, Metabolism and Investigation Unit, Reina Sofia University Hospital. Maimónides Institute of Biomedicine Research of Córdoba (IMIBIC), Córdoba, Spain.
Mercedes Gil-CamposUniversity of Córdoba, Metabolism and Investigation Unit, Reina Sofia University Hospital. Maimónides Institute of Biomedicine Research of Córdoba (IMIBIC), Córdoba, Spain.
Jordi Salas-SalvadóInstitut de Recerca Biomèdica Catalunya Sud, Reus, Spain.
Veronica LuqueUniversitat Rovira i Virgili, Pediatric, Nutrition and Development Research Unit (PediNuR), Reus, Spain. veronica.luque@urv.cat.
CORALS study investigators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDietary habits influence health from childhood, with effects that may persist throughout life. This study aimed to investigate the association between dietary patterns and cardiometabolic risk markers in early childhood.

methodsA cross-sectional analysis was performed within the Childhood Obesity Risk Assessment Longitudinal Study (CORALS) cohort. Diet was assessed by a validated food frequency questionnaire. Dietary patterns were extracted using exploratory factor analysis. Cardiometabolic risk was analysed through internal z-scores, body mass index (BMIz), systolic blood pressure, HDL cholesterol (HDLz), triglycerides and HOMA-IR, and multi-adjusted linear regression models were performed.

resultsThe analysis included 1426 participants (median age 4.95 years). Two dietary patterns (DPs) were identified: "Core-foods DP" (high in vegetables, fruits, nuts, legumes, fish and white meat) and "Poor-quality DP" (rich in flavoured dairy products, processed meat, pastries, sweets, snacks, precooked foods, other oils and soft drinks). Core-foods DP was inversely associated with BMIz (B = -0.07, p = 0.034), meanwhile the Poor-quality DP was directly associated with triglycerides (B = 0.09, p = 0.015) and higher overweight odds (OR:1.33; 95% CI:1.13-1.56), and inversely with HDLz (B = -0.08, p = 0.036).

conclusionPoor-quality DP was directly associated with cardiometabolic risk markers in preschool-aged children, emphasizing the importance of diet in preventing the early onset of obesity and cardiometabolic disorders. IMPACT: This study highlights the impact of dietary patterns on cardiometabolic health in preschool children. A poor-quality dietary pattern is directly associated with BMI and triglycerides and inversely associated with HDL cholesterol, which may contribute to a worse cardiometabolic profile. In contrast, adherence to a core-foods pattern is inversely associated with BMI. These findings reinforce the importance of early nutrition education in preventing obesity and cardiometabolic disorders. This article provides evidence of diet-related metabolic risks in early life to limited existing literature and the need for interventions that promote healthier eating habits from an early age to improve long-term health outcomes.

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