Evidence map›Paper›PMID 40681697›Full record

ArticlePediatric research2025

Determinants of overweight and obesity and other cardiometabolic risks in adolescents: a Spanish longitudinal birth study.

Manuel Lozano, Jorge Vallejo-Ortega, Natalia Marín, Llúcia González-Safont, Ana Esplugues, Maria-Jose Lopez-Espinosa, Andrea Beneito, Sandra González-Palacios, Sabrina Llop, Raquel Soler-Blasco

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Article in Pediatric research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Manuel LozanoEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.
Jorge Vallejo-OrtegaFoundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, Valencia, Spain.
Natalia MarínEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.
Llúcia González-SafontEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.
Ana EspluguesEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.
Maria-Jose Lopez-EspinosaEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.
Andrea BeneitoMultiprofessional Teaching Unit for Family and Community Care (UDMAFiC), Catalan Health Institute-Camp de Tarragona, Tarragona, Spain.
Sandra González-PalaciosSpanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain.
Sabrina LlopEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain. Sabrina.llop@fisabio.es.
Raquel Soler-BlascoEpidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo assess the prenatal, early postnatal and adolescent factors associated with overweight/obesity (OwO) and other cardiometabolic risk factors at age 15.

methodsLongitudinal study based on 241 participants from the INMA-Valencia cohort. Z-scores of body mass index (zBMI), waist circumference (zWC), and waist-to-height ratio (WHtR), systolic and diastolic BP (zSBP and zDBP) were evaluated at ages 4, 7, 9, 11 and 15. A cardiometabolic risk score was calculated. Covariates were collected at pregnancy, birth, and age 15.

resultsAt age 4, 30.7% presented overweight/obesity (zBMI > 1 SD), increasing to 46.1% at age 9, and decreasing to 29.3% at age 15 (29.3%). The proportion of high/excess central adiposity was lower than overweight/obesity at all ages. Adjusted models showed that pre-pregnancy obesity was positively associated with all cardiometabolic outcomes, except zSBP (i.e. β [95% CI]: 0.77 [0.25, 1.29] for zBMI, and 2.31 [0.94, 3.69] for CMR score). Smoking during pregnancy was directly related to zSBP and zBMI. Adolescent physical activity was inversely associated with WHtR, zFM, zWC, zDBP and cardiometabolic risk scores (β -0.65 [95% CI -0.95, -0.36]). Cereal intake and processed meat consumption were positively related to WHtR, zBMI and zWC.

conclusionEarly modifiable factors impact adolescent cardiometabolic health. This information could improve preventive interventions and policies from very early. IMPACT: This longitudinal study shows how sociodemographic, clinical, and lifestyle factors influence adolescents' cardiometabolic health from very early stages of life until adolescence. Maternal characteristics, such as pre-gestational obesity or tobacco consumption during pregnancy, were directly associated with cardiometabolic risk factors in adolescence, such as BMI, percentage of fat mass, and diastolic blood pressure. Adolescents' intake of cereals, and processed meats, and consumption of less than five dairy meals, were positively related to an increase in cardiometabolic risk factors. Findings from this longitudinal study provide valuable insights for designing early-life interventions in prevention, health promotion, and adolescent health management.

Indexed as

Cardiometabolic Risk FactorsCardiovascular DiseasesOverweightPediatric ObesityAdolescentBlood PressureBody Mass IndexChildChild, PreschoolExerciseFemaleHumansLongitudinal StudiesMalePregnancyRisk Factors

Identifiers

PMID40681697
PMCPMC12811136

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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 OpenQuestion graph.