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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) (...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2020
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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 |
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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 |
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