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Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China

BACKGROUND: Dyslipidemia is a key factor causing cardio cerebrovascular diseases, and the total cholesterol (TC) is an important lipid indicator among them. Studies have shown that environmental factors have a strong association with TC levels. Previous studies only focused on the seasonal variation...

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Autores principales: Li, Hao, Ge, Miao, Pei, Zehua, He, Jinwei, Wang, Congxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783789/
https://www.ncbi.nlm.nih.gov/pubmed/36564736
http://dx.doi.org/10.1186/s12889-022-14922-y
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author Li, Hao
Ge, Miao
Pei, Zehua
He, Jinwei
Wang, Congxia
author_facet Li, Hao
Ge, Miao
Pei, Zehua
He, Jinwei
Wang, Congxia
author_sort Li, Hao
collection PubMed
description BACKGROUND: Dyslipidemia is a key factor causing cardio cerebrovascular diseases, and the total cholesterol (TC) is an important lipid indicator among them. Studies have shown that environmental factors have a strong association with TC levels. Previous studies only focused on the seasonal variation of TC level and the short-term effects of some environmental factors on TC level over time, and few studies explored the geographical distribution of TC level and quantified the impact of environmental factors in space. METHODS: Based on blood test data which was from China Health and Retirement Longitudinal Study (Charls) database, this study selected the TC level test data of middle-aged and elderly people in China in 2011 and 2015, and collected data from 665 meteorological stations and 1496 air pollutant monitoring stations in China. After pretreatment, the spatial distribution map of TC level was prepared and the regional statistics were made. GeoDetector and geographically weighted regression (GWR) were used to measure the relationship between environmental factors and TC level. RESULTS: The TC level of middle-aged and elderly in China was higher in females than in males, and higher in urban areas than in rural areas, showing a clustered distribution. The high values were mainly in South China, Southwest China and North China. Temperature, humidity, PM(10) and PM(2.5) were significant environmental factors affecting TC level of middle-aged and elderly people. The impact of pollutants was more severe in northern China, and TC level in southern China was mainly affected by meteorological factors. CONCLUSIONS: There were gender and urban-rural differences in TC levels among the middle-aged and elderly population in China, showing aggregation in geographical distribution. Meteorological factors and air pollutants may be very important control factors, and their influencing mechanism needs further study.
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spelling pubmed-97837892022-12-24 Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China Li, Hao Ge, Miao Pei, Zehua He, Jinwei Wang, Congxia BMC Public Health Research BACKGROUND: Dyslipidemia is a key factor causing cardio cerebrovascular diseases, and the total cholesterol (TC) is an important lipid indicator among them. Studies have shown that environmental factors have a strong association with TC levels. Previous studies only focused on the seasonal variation of TC level and the short-term effects of some environmental factors on TC level over time, and few studies explored the geographical distribution of TC level and quantified the impact of environmental factors in space. METHODS: Based on blood test data which was from China Health and Retirement Longitudinal Study (Charls) database, this study selected the TC level test data of middle-aged and elderly people in China in 2011 and 2015, and collected data from 665 meteorological stations and 1496 air pollutant monitoring stations in China. After pretreatment, the spatial distribution map of TC level was prepared and the regional statistics were made. GeoDetector and geographically weighted regression (GWR) were used to measure the relationship between environmental factors and TC level. RESULTS: The TC level of middle-aged and elderly in China was higher in females than in males, and higher in urban areas than in rural areas, showing a clustered distribution. The high values were mainly in South China, Southwest China and North China. Temperature, humidity, PM(10) and PM(2.5) were significant environmental factors affecting TC level of middle-aged and elderly people. The impact of pollutants was more severe in northern China, and TC level in southern China was mainly affected by meteorological factors. CONCLUSIONS: There were gender and urban-rural differences in TC levels among the middle-aged and elderly population in China, showing aggregation in geographical distribution. Meteorological factors and air pollutants may be very important control factors, and their influencing mechanism needs further study. BioMed Central 2022-12-23 /pmc/articles/PMC9783789/ /pubmed/36564736 http://dx.doi.org/10.1186/s12889-022-14922-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Li, Hao
Ge, Miao
Pei, Zehua
He, Jinwei
Wang, Congxia
Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China
title Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China
title_full Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China
title_fullStr Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China
title_full_unstemmed Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China
title_short Associations of environmental factors with total cholesterol level of middle-aged and elderly people in China
title_sort associations of environmental factors with total cholesterol level of middle-aged and elderly people in china
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783789/
https://www.ncbi.nlm.nih.gov/pubmed/36564736
http://dx.doi.org/10.1186/s12889-022-14922-y
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