Evidence map›Paper›PMID 40530484›Full record

ArticleObesity (Silver Spring, Md.)2025

Associations of dietary patterns and obesity development in school-aged children: results from the CHILD Cohort Study.

Zheng Hao Chen, Gabrielle Jacobson, Myrtha E Reyna, Paula Parvulescu, Russell J de Souza, Mark R Palmert, Wendy Lou, Susan C Campisi, Elinor Simons, Stuart E Turvey and 4 more

Abstract read
In one paragraph

Article in Obesity (Silver Spring, Md.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Zheng Hao ChenDepartment of Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0003-1529-7129
Gabrielle JacobsonDepartment of Physiology, University of Toronto, Toronto, Ontario, Canada.
Myrtha E ReynaDepartment of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-1790-1724
Paula ParvulescuPublic Health Department, Liverpool City Council, Liverpool, UK.ORCID https://orcid.org/0009-0001-7259-0463
Russell J de SouzaDepartment of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada.
Mark R PalmertDepartment of Physiology, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-4096-0685
Wendy LouDalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Susan C CampisiDalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0003-1072-9228
Elinor SimonsDepartment of Paediatrics and Child Health, University of Manitoba, Winnipeg, Manitoba, Canada.ORCID https://orcid.org/0000-0002-1620-2606
Stuart E TurveyDepartment of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada.ORCID https://orcid.org/0000-0003-1599-1065
Theo J MoraesDepartment of Physiology, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0001-9968-6601
Piushkumar J MandhaneDepartment of Pediatrics, University of Alberta, Edmonton, Alberta, Canada.ORCID https://orcid.org/0000-0003-3682-9120
Padmaja SubbaraoDepartment of Physiology, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0003-0394-1933
Kozeta MilikuDepartment of Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-9614-7191

Funding

CIHR
6 · The paper itself

Abstract

objectiveWe aimed to understand data-driven dietary patterns in Canadian preschoolers and their impact on obesity development among male and female individuals.

methodsIn the prospective, population-based Canadian pregnancy cohort, the CHILD Cohort Study (N = 2219), dietary intake was assessed at age 3 years using a previously developed 112-item food frequency questionnaire. At age 5 years, we measured height, weight, and waist circumference and calculated BMI and waist circumference z scores. Obesity was defined as BMI z score > 2. We used principal components analysis to derive dietary patterns and multivariable-adjusted regression analyses to determine dietary patterns' associations with BMI and waist circumference z scores, as well as obesity status.

resultsAmong Canadian preschoolers, we identified three dietary patterns: "Prudent" (high in vegetables, fruits, legumes, and fish); "Western-like" (high in fast foods, red/processed meats, and carbonated drinks); and "Refined Grain-Snack" (high in refined grains, dairy, and salty snacks). At age 5 years, 4.7% of the children were living with obesity (3.1% male individuals and 1.6% female individuals). Females adhering to the Refined Grain-Snack pattern had higher waist circumference z scores (β = 0.14; 95% CI: 0.03-0.25) and 2.74-fold odds of living with obesity (95% CI: 1.29-5.85). No significant associations were observed among male individuals or with other dietary patterns and obesity outcomes among female individuals.

conclusionsPreschool dietary patterns are associated with sex-biased obesity development, highlighting the need for further research to explore these differences and inform targeted obesity prevention strategies during this important developmental period.

Indexed as

DietFeeding BehaviorPediatric ObesityBody Mass IndexCanadaChild, PreschoolCohort StudiesFemaleHumansMaleProspective StudiesWaist Circumference

Identifiers

PMID40530484
PMCPMC12210095

What OpenQuestion holds

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LicenceCC BY
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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.