Evidence map›Paper›PMID 40618030›Full record

ArticleBMC pediatrics2025

Associations between clusters of maternal or paternal characteristics and offspring adiposity in late adolescence.

Marina Ybarra, Andraea Van Hulst, Tracie A Barnett, Lynn Meng, Tasneen Zaihra, Marie-Eve Mathieu, Mélanie Henderson

Abstract read
In one paragraph

Article in BMC pediatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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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

7 authors.

Marina YbarraDepartment of Pediatrics, London Health Sciences Centre, Children's Hospital, Western University, London, ON, Canada.
Andraea Van HulstIngram School of Nursing, McGill University, Montreal, QC, Canada.
Tracie A BarnettDepartment of Family Medicine, McGill University, Montreal, QC, Canada.
Lynn MengDepartment of Epidemiology, McGill University, Montreal, QC, Canada.
Tasneen ZaihraDepartment of Surgery, Lahey Hospital and Medical Center, Boston, MA, United States of America.
Marie-Eve MathieuSchool of kinesiology and Physical Activity Sciences, Faculty of Medicine, Université de Montréal, Montreal, Qc, Canada.
Mélanie HendersonCentre de Recherche du Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, Canada. melanie.henderson.hsj@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSeveral parental behaviors that contribute to social norms, such as physical activity, are linked to offspring obesity. No prospective study has examined the impact of combined behavior profiles on adiposity in offspring. We examined whether clusters of maternal or paternal social-behavioural factors are associated with subsequent adiposity in offspring in late adolescence.

methodsData were obtained from the QUALITY Cohort, a longitudinal study of children with at least one biological parent with obesity (n = 630). Maternal and paternal characteristics were collected at baseline when participants were 8–10 years old, and adiposity outcome measures (body mass index z-score (zBMI), android/gynoid fat ratio (A/G ratio), % body fat (%BF), fat mass index (FMI)) were obtained for the offspring at 15–17 years of age. Parental smoking, physical activity and education were self-reported. Both parental and child weight and height were measured by trained nurses, and BMI was calculated. Additional child adiposity measurements were obtained using dual energy X-ray absorptiometry. Analyses were performed for 209 families with complete data across both evaluation cycles. Cluster analysis was used to identify distinct maternal and paternal clusters based on BMI, PA, education and smoking habits at baseline. Multivariable regression models adjusted for offspring age, sex and Tanner stage were used to estimate associations between maternal and paternal clusters and offspring adiposity outcomes.

resultsThree distinct clusters were identified among mothers, and four were identified among fathers. Mothers in the first cluster (n = 18) had obesity and lower educational attainment, were smokers, and reported more physical activity; those in the second cluster (n = 109) had overweight, higher educational attainment and were nonsmokers; and those in the third cluster (n = 82) had overweight, lower educational attainment, were nonsmokers, and reported the least physical activity. The offspring of mothers in the first cluster had consistently higher adiposity across all outcome measures, including zBMI, FMI, %BF, and A/G ratio, than did those in the second cluster (e.g., for zBMI β [ 95%CI]= 0.94, [0.35,1.53], p-value = 0.01). Offspring adiposity levels were comparable across paternal clusters.

conclusionsChildren of mothers with a specific risk factor combination (obesity, lower educational attainment and smoking) had greater adiposity by adolescence.

Indexed as

AdiposityObesityParentsAdolescentBody Mass IndexCluster AnalysisCohort StudiesEducational StatusFathersFemaleHumansLongitudinal StudiesMaleMothersSmokingAdiposityChildhood obesityCluster analysisOffspringParental characteristics

Identifiers

PMID40618030
PMCPMC12228270

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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.