Articles producció científicaMedicina i Cirurgia

Time of Dietary Energy and Nutrient Intake and Body Mass Index in Children: Compositional Data Analysis from the Childhood Obesity Project (CHOP) Trial

  • Identification data

    Identifier:  imarina:9285882
    Authors:  Jaeger, V; Koletzko, B; Luque, V; Gispert-Llauradó, M; Gruszfeld, D; Socha, P; Verduci, E; Zuccotti, GV; Etienne, L; Grote, V
    Abstract:
    Meal timing is suggested to influence the obesity risk in children. Our aim was to analyse the effect of energy and nutrient distributions at eating occasions (EO), including breakfast, lunch, supper, and snacks, on the BMI z-score (zBMI) during childhood in 729 healthy children. BMI and three-day dietary protocols were obtained at 3, 4, 5, 6, and 8 years of age, and dietary data were analysed as the percentage of the mean total energy intake (TEI; %E). Intakes at EOs were transformed via an isometric log-ratio transformation and added as exposure variables to linear mixed-effects models. Stratified analyses by country and recategorization of EOs by adding intake from snacks to respective meals for further analyses were performed. The exclusion of subjects with less than three observations and the exclusion of subjects who skipped one EO or consumed 5% energy or less at one EO were examined in sensitivity analyses. Around 23% of the children were overweight at a given time point. Overweight and normal-weight children showed different distributions of dietary intakes over the day; overweight children consumed higher intakes at lunch and lower intakes of snacks. However, no significant effects of timing of EOs on zBMI were found in regression analyses.
  • Others:

    Link to the original source: https://www.mdpi.com/2072-6643/14/20/4356
    APA: Jaeger, V; Koletzko, B; Luque, V; Gispert-Llauradó, M; Gruszfeld, D; Socha, P; Verduci, E; Zuccotti, GV; Etienne, L; Grote, V (2022). Time of Dietary Energy and Nutrient Intake and Body Mass Index in Children: Compositional Data Analysis from the Childhood Obesity Project (CHOP) Trial. Nutrients, 14(20), 4356-. DOI: 10.3390/nu14204356
    Paper original source: Nutrients. 14 (20): 4356-
    Article's DOI: 10.3390/nu14204356
    Journal publication year: 2022-10-01
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/publishedVersion
    Record's date: 2026-05-09
    URV's Author/s: Gispert Llauradó, Mariona / Luque Moreno, Verònica
    Department: Medicina i Cirurgia
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Journal Publications
    Author, as appears in the article.: Jaeger, V; Koletzko, B; Luque, V; Gispert-Llauradó, M; Gruszfeld, D; Socha, P; Verduci, E; Zuccotti, GV; Etienne, L; Grote, V
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Thematic Areas: Nutrition and dietetics, Nutrition & dietetics, Food science, Educação física, Ciência de alimentos, Arquitetura, urbanismo e design
    Author's mail: mariona.gispert@irbcatsud.cat, mariona.gispert@irbcatsud.cat, veronica.luque@urv.cat, veronica.luque@urv.cat
  • Keywords:

    Weight-loss
    Snacks
    Pediatric obesity
    Patterns
    Overweight
    Of-day
    Nutrition
    Meals
    Meal timing
    Meal
    Macronutrients
    Infant formula
    Humans
    Food-intake
    Feeding behavior
    Energy intake
    Energy
    Eating pattern
    Eating
    Data analysis
    Compositional data analysis
    Chronotype
    Chrono-nutrition
    Children
    Child
    Breakfast consumption
    Body mass index
    Food Science
    Nutrition & Dietetics
    Nutrition and Dietetics
    Educação física
    Ciência de alimentos
    Arquitetura
    urbanismo e design
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