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Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children

Backgrounds and Objectives: The north–south height distinctions in Chinese children suggest that some geographical–climatic factors could determine height variation of short stature. In a national health survey, we aimed to explore the spatial distribution of short stature on city scales, and detect...

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Autores principales: Ma, Jia, Zhang, Zhixin, Niu, Wenquan, Chen, Jie, Guo, Sihui, Liu, Shufang, Dong, Yanhui, Yang, Zhaogeng, Wang, Wenlai, Song, Ci, Ma, Jun, Pei, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836719/
https://www.ncbi.nlm.nih.gov/pubmed/31737586
http://dx.doi.org/10.3389/fped.2019.00425
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author Ma, Jia
Zhang, Zhixin
Niu, Wenquan
Chen, Jie
Guo, Sihui
Liu, Shufang
Dong, Yanhui
Yang, Zhaogeng
Wang, Wenlai
Song, Ci
Ma, Jun
Pei, Tao
author_facet Ma, Jia
Zhang, Zhixin
Niu, Wenquan
Chen, Jie
Guo, Sihui
Liu, Shufang
Dong, Yanhui
Yang, Zhaogeng
Wang, Wenlai
Song, Ci
Ma, Jun
Pei, Tao
author_sort Ma, Jia
collection PubMed
description Backgrounds and Objectives: The north–south height distinctions in Chinese children suggest that some geographical–climatic factors could determine height variation of short stature. In a national health survey, we aimed to explore the spatial distribution of short stature on city scales, and detect its socio-economic and geographical–climatic factors. Methods: Data on the prevalence of short stature were obtained from a 2014 cross-sectional survey of China (CNSSCH). In total, 213,795 Han Chinese students aged 7–18 years, from 106 cities across 30 provinces, were included. Both China and World Health Organization (WHO) growth references were adopted to define short stature. Results: A spatial clustering was apparent in the distribution of short stature. After multivariable adjustment, altitude and humidity significantly increased the risk of high prevalence in short stature, according to the WHO (odds ratio [OR] = 1.61 and 1.26, 95% confidence interval [CI]: 1.20–2.17 and 1.03–1.54) and China (OR = 1.54 and 1.26; 95% CI: 1.15–2.05 and 1.02–1.55) growth references. Additionally, education significantly decreased the risk of high prevalence in short stature according to the WHO (OR = 0.40; 95% CI: 0.22–0.74) and China (OR = 0.42; 95% CI: 0.22–0.77) growth references. Combining both altitude >400 m and education <9 years, as well as education <9 years and humidity >70%, received the largest effect-size estimate, and significance retained after multivariable adjustment. Conclusions: Our findings indicate that high altitude and humidity increased the risk of high prevalence in short stature, high education was associated with low prevalence. Additionally, we observed possible interactions between education and altitude/humidity. They may interactively explain spatial discrepancy and predict short stature in Chinese school children. Further validations are necessary.
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spelling pubmed-68367192019-11-15 Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children Ma, Jia Zhang, Zhixin Niu, Wenquan Chen, Jie Guo, Sihui Liu, Shufang Dong, Yanhui Yang, Zhaogeng Wang, Wenlai Song, Ci Ma, Jun Pei, Tao Front Pediatr Pediatrics Backgrounds and Objectives: The north–south height distinctions in Chinese children suggest that some geographical–climatic factors could determine height variation of short stature. In a national health survey, we aimed to explore the spatial distribution of short stature on city scales, and detect its socio-economic and geographical–climatic factors. Methods: Data on the prevalence of short stature were obtained from a 2014 cross-sectional survey of China (CNSSCH). In total, 213,795 Han Chinese students aged 7–18 years, from 106 cities across 30 provinces, were included. Both China and World Health Organization (WHO) growth references were adopted to define short stature. Results: A spatial clustering was apparent in the distribution of short stature. After multivariable adjustment, altitude and humidity significantly increased the risk of high prevalence in short stature, according to the WHO (odds ratio [OR] = 1.61 and 1.26, 95% confidence interval [CI]: 1.20–2.17 and 1.03–1.54) and China (OR = 1.54 and 1.26; 95% CI: 1.15–2.05 and 1.02–1.55) growth references. Additionally, education significantly decreased the risk of high prevalence in short stature according to the WHO (OR = 0.40; 95% CI: 0.22–0.74) and China (OR = 0.42; 95% CI: 0.22–0.77) growth references. Combining both altitude >400 m and education <9 years, as well as education <9 years and humidity >70%, received the largest effect-size estimate, and significance retained after multivariable adjustment. Conclusions: Our findings indicate that high altitude and humidity increased the risk of high prevalence in short stature, high education was associated with low prevalence. Additionally, we observed possible interactions between education and altitude/humidity. They may interactively explain spatial discrepancy and predict short stature in Chinese school children. Further validations are necessary. Frontiers Media S.A. 2019-10-30 /pmc/articles/PMC6836719/ /pubmed/31737586 http://dx.doi.org/10.3389/fped.2019.00425 Text en Copyright © 2019 Ma, Zhang, Niu, Chen, Guo, Liu, Dong, Yang, Wang, Song, Ma and Pei. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Pediatrics
Ma, Jia
Zhang, Zhixin
Niu, Wenquan
Chen, Jie
Guo, Sihui
Liu, Shufang
Dong, Yanhui
Yang, Zhaogeng
Wang, Wenlai
Song, Ci
Ma, Jun
Pei, Tao
Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children
title Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children
title_full Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children
title_fullStr Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children
title_full_unstemmed Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children
title_short Education, Altitude, and Humidity Can Interactively Explain Spatial Discrepancy and Predict Short Stature in 213,795 Chinese School Children
title_sort education, altitude, and humidity can interactively explain spatial discrepancy and predict short stature in 213,795 chinese school children
topic Pediatrics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836719/
https://www.ncbi.nlm.nih.gov/pubmed/31737586
http://dx.doi.org/10.3389/fped.2019.00425
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