Cargando…

Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing

Objectives: We aimed to identify potential risk factors, both individually and interactively, associated with overweight and obesity among preschool–aged children, and further to create a risk prediction nomogram model. Results: After graded multivariable adjustment, maternal body mass index (BMI) (...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhou, Bo, Yuan, Yuan, Wang, Kundi, Niu, Wenquan, Zhang, Zhixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7467379/
https://www.ncbi.nlm.nih.gov/pubmed/32741774
http://dx.doi.org/10.18632/aging.103701
_version_ 1783578000842817536
author Zhou, Bo
Yuan, Yuan
Wang, Kundi
Niu, Wenquan
Zhang, Zhixin
author_facet Zhou, Bo
Yuan, Yuan
Wang, Kundi
Niu, Wenquan
Zhang, Zhixin
author_sort Zhou, Bo
collection PubMed
description Objectives: We aimed to identify potential risk factors, both individually and interactively, associated with overweight and obesity among preschool–aged children, and further to create a risk prediction nomogram model. Results: After graded multivariable adjustment, maternal body mass index (BMI) (odds ratio, 95% confidence interval, P under China criteria: 1.07, 1.05 to 1.10, <0.001), maternal pre–pregnancy BMI (1.08, 1.05 to 1.10, <0.001), breastfeeding duration (0.86, 0.76 to 0.98, 0.019), and sleep duration (0.95, 0.90 to 1.00, 0.042) were found to be independently and consistently associated with the significant risk of childhood overweight or obesity under three different growth criteria. Further analyses revealed the four significant factors acted in an additive manner, especially for the interaction between maternal obesity, sleep duration, and breastfeeding. Finally, a risk prediction nomogram model was created for childhood overweight or obesity based on significant and conventional attributes under each criterion. Conclusions: Our findings provide evidence that the four significant factors are associated with the risk of childhood overweight or obesity in an additive manner. Methods: Using a stratified cluster random sampling strategy, 7222 preschool–aged children were analyzed. Childhood overweight and obesity are defined according to the China criteria and two widely–used international growth criteria.
format Online
Article
Text
id pubmed-7467379
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Impact Journals
record_format MEDLINE/PubMed
spelling pubmed-74673792020-09-14 Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing Zhou, Bo Yuan, Yuan Wang, Kundi Niu, Wenquan Zhang, Zhixin Aging (Albany NY) Research Paper Objectives: We aimed to identify potential risk factors, both individually and interactively, associated with overweight and obesity among preschool–aged children, and further to create a risk prediction nomogram model. Results: After graded multivariable adjustment, maternal body mass index (BMI) (odds ratio, 95% confidence interval, P under China criteria: 1.07, 1.05 to 1.10, <0.001), maternal pre–pregnancy BMI (1.08, 1.05 to 1.10, <0.001), breastfeeding duration (0.86, 0.76 to 0.98, 0.019), and sleep duration (0.95, 0.90 to 1.00, 0.042) were found to be independently and consistently associated with the significant risk of childhood overweight or obesity under three different growth criteria. Further analyses revealed the four significant factors acted in an additive manner, especially for the interaction between maternal obesity, sleep duration, and breastfeeding. Finally, a risk prediction nomogram model was created for childhood overweight or obesity based on significant and conventional attributes under each criterion. Conclusions: Our findings provide evidence that the four significant factors are associated with the risk of childhood overweight or obesity in an additive manner. Methods: Using a stratified cluster random sampling strategy, 7222 preschool–aged children were analyzed. Childhood overweight and obesity are defined according to the China criteria and two widely–used international growth criteria. Impact Journals 2020-08-03 /pmc/articles/PMC7467379/ /pubmed/32741774 http://dx.doi.org/10.18632/aging.103701 Text en Copyright © 2020 Zhou et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Zhou, Bo
Yuan, Yuan
Wang, Kundi
Niu, Wenquan
Zhang, Zhixin
Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing
title Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing
title_full Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing
title_fullStr Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing
title_full_unstemmed Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing
title_short Interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from Beijing
title_sort interaction effects of significant risk factors on overweight or obesity among 7222 preschool–aged children from beijing
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7467379/
https://www.ncbi.nlm.nih.gov/pubmed/32741774
http://dx.doi.org/10.18632/aging.103701
work_keys_str_mv AT zhoubo interactioneffectsofsignificantriskfactorsonoverweightorobesityamong7222preschoolagedchildrenfrombeijing
AT yuanyuan interactioneffectsofsignificantriskfactorsonoverweightorobesityamong7222preschoolagedchildrenfrombeijing
AT wangkundi interactioneffectsofsignificantriskfactorsonoverweightorobesityamong7222preschoolagedchildrenfrombeijing
AT niuwenquan interactioneffectsofsignificantriskfactorsonoverweightorobesityamong7222preschoolagedchildrenfrombeijing
AT zhangzhixin interactioneffectsofsignificantriskfactorsonoverweightorobesityamong7222preschoolagedchildrenfrombeijing