TY - JOUR
T1 - Association between dietary patterns and cardiometabolic health in children
T2 - findings from the Childhood Obesity Risk Assessment Longitudinal Study (CORALS) cohort
AU - CORALS study investigators
AU - Gheorghita, Irina
AU - Gispert-Llauradó, Mariona
AU - Escribano, Joaquin
AU - Jurado-Castro, Jose Manuel
AU - Babio, Nancy
AU - Leis, Rosaura
AU - Moreno, Luis A.
AU - Navas-Carretero, Santiago
AU - Corella, Dolores
AU - Moreira, Ana
AU - Castro-Collado, Cristina
AU - Vázquez-Cobela, Rocío
AU - Alcázar, Mireia
AU - Miguel-Berges, María L.
AU - Martinez, J. Alfredo
AU - Pastor-Villaescusa, Belén
AU - Picáns-Leis, Rosaura
AU - Mimbrero, Gisela
AU - De Miguel-Etayo, Pilar
AU - Flores-Rojas, Katherine
AU - Gil-Campos, Mercedes
AU - Salas-Salvadó, Jordi
AU - Luque, Veronica
AU - Benedicto, Isabel
AU - Maneschy, Ivie
AU - Jimeno-Martínez, Andrea
AU - Seral-Cortés, Miguel
AU - Pérez-Gimeno, Gloria
AU - Flores-Barrantes, Paloma
AU - Gimenez-Legarre, Natalia
AU - Argente-Arizon, Pilar
AU - Santaliestra-Pasias, Alba Mª
AU - Miguel-Berges, María Luisa
AU - De Miguel-Etayo, Pilar
AU - Moreno, Luis A.
AU - Sorlí, José V.
AU - Martín Carbonell, Vanessa
AU - Corella, Dolores
AU - Codoñer Franch, Pilar
AU - Portoles, Olga
AU - Mosteiro-Losada, Sofia
AU - García-García, Eva
AU - Picáns-Leis, Rosaura
AU - Romero Agrelo, Anabel
AU - Leis, Rosaura
AU - Moroño García, Sara
AU - Valero Sales, Júlia
AU - Tudela, Càrol
AU - de la Torre, Sònia
AU - Zomeño, María Dolores
N1 - Gheorghita I, Gispert-Llauradó M, Escribano J, Jurado-Castro JM, Babio N, Leis R, Moreno LA, Navas-Carretero S, Corella D, Moreira A, Castro-Collado C, Vázquez-Cobela R, Alcázar M, Miguel-Berges ML, Martinez JA, Pastor-Villaescusa B, Picáns-Leis R, Mimbrero G, De Miguel-Etayo P, Flores-Rojas K, Gil-Campos M, Salas-Salvadó J, Luque V, on behalf of the CORALS study investigators (... Zomeño MD ...).
Publisher Copyright: © The Author(s), under exclusive licence to the International Pediatric Research Foundation, Inc 2026.
PY - 2026/4/22
Y1 - 2026/4/22
N2 - Background: Dietary 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. Methods: A 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. Results: The 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). Conclusion: Poor-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.
AB - Background: Dietary 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. Methods: A 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. Results: The 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). Conclusion: Poor-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.
KW - Infancy
KW - Track
UR - https://www.scopus.com/pages/publications/105036674247
UR - https://www.webofscience.com/wos/woscc/full-record/WOS:001739828100001
U2 - 10.1038/s41390-026-04889-6
DO - 10.1038/s41390-026-04889-6
M3 - Article
C2 - 41981098
AN - SCOPUS:105036674247
SN - 0031-3998
VL - 100
JO - Pediatric Research
JF - Pediatric Research
ER -