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The association between population density and blood lipid levels in Dutch blood donors
BACKGROUND: In low and middle-income countries (LMIC), the total and LDL cholesterol and triglyceride levels of residents of urban areas are reported to be higher than those of rural areas. This may be due to differences in lifestyle behaviors between residents of urban areas and rural areas in LMIC...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360723/ https://www.ncbi.nlm.nih.gov/pubmed/30717744 http://dx.doi.org/10.1186/s12942-019-0167-y |
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author | de Groot, Rosa Hoenink, Jody C. Mackenbach, Joreintje D. den Braver, Nicole R. Pinho, Maria G. M. Brassinga, Darshan Prinsze, Femmeke J. Timmer, Tiffany C. de Kort, Wim L. A. M. Brug, Johannes van den Hurk, Katja Lakerveld, Jeroen |
author_facet | de Groot, Rosa Hoenink, Jody C. Mackenbach, Joreintje D. den Braver, Nicole R. Pinho, Maria G. M. Brassinga, Darshan Prinsze, Femmeke J. Timmer, Tiffany C. de Kort, Wim L. A. M. Brug, Johannes van den Hurk, Katja Lakerveld, Jeroen |
author_sort | de Groot, Rosa |
collection | PubMed |
description | BACKGROUND: In low and middle-income countries (LMIC), the total and LDL cholesterol and triglyceride levels of residents of urban areas are reported to be higher than those of rural areas. This may be due to differences in lifestyle behaviors between residents of urban areas and rural areas in LMIC. In this study, our aims were to (1) examine whether or not LDL cholesterol, total/HDL ratios and triglyceride levels of individuals in densely populated areas are higher than those of individuals living in less-densely populated areas in a high-income country (HIC) and (2) investigate the potential mediating roles of physical activity and sedentary behavior. METHODS: We used cross-sectional data from 2547 Dutch blood donors that participated in Donor InSight-III. Linear regression was used to analyze the association between population density and LDL cholesterol, total/HDL cholesterol ratio and HDL cholesterol. The mediating roles of moderate-to-vigorous physical activity (MVPA) and sedentary behavior were investigated in a subsample (n = 740) for which objectively measured MVPA/sedentary behavior data was available. Multiple mediation with linear regression analyses were performed and the product-of-coefficients method was used to calculate direct and indirect effects. RESULTS: Mean LDL cholesterol and median total cholesterol/HDL cholesterol ratio and triglyceride levels were 2.89, 3.43 and 1.29 mmol/L, respectively. Population density was not associated with LDL cholesterol [β 0.00 (− 0.01; 0.01)], log transformed total/HDL cholesterol ratio [β 1.00 (1.00; 1.00)] and triglyceride levels [β 1.00 (0.99; 1.00)]. No statistically significant direct or indirect effects were found. CONCLUSION: Contrary to previous findings in LMIC, no evidence was found that population density is associated with blood lipid levels in blood donors in the Netherlands or that MVPA and sedentary behavior mediate this association. This may be the result of socioeconomic differences and, in part, may be due to the good health of the study population and the relatively high population density in the Netherlands. Also, compared to LMIC, differences in physical activity levels in more versus less populated areas may be less pronounced in HIC. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12942-019-0167-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6360723 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63607232019-02-08 The association between population density and blood lipid levels in Dutch blood donors de Groot, Rosa Hoenink, Jody C. Mackenbach, Joreintje D. den Braver, Nicole R. Pinho, Maria G. M. Brassinga, Darshan Prinsze, Femmeke J. Timmer, Tiffany C. de Kort, Wim L. A. M. Brug, Johannes van den Hurk, Katja Lakerveld, Jeroen Int J Health Geogr Research BACKGROUND: In low and middle-income countries (LMIC), the total and LDL cholesterol and triglyceride levels of residents of urban areas are reported to be higher than those of rural areas. This may be due to differences in lifestyle behaviors between residents of urban areas and rural areas in LMIC. In this study, our aims were to (1) examine whether or not LDL cholesterol, total/HDL ratios and triglyceride levels of individuals in densely populated areas are higher than those of individuals living in less-densely populated areas in a high-income country (HIC) and (2) investigate the potential mediating roles of physical activity and sedentary behavior. METHODS: We used cross-sectional data from 2547 Dutch blood donors that participated in Donor InSight-III. Linear regression was used to analyze the association between population density and LDL cholesterol, total/HDL cholesterol ratio and HDL cholesterol. The mediating roles of moderate-to-vigorous physical activity (MVPA) and sedentary behavior were investigated in a subsample (n = 740) for which objectively measured MVPA/sedentary behavior data was available. Multiple mediation with linear regression analyses were performed and the product-of-coefficients method was used to calculate direct and indirect effects. RESULTS: Mean LDL cholesterol and median total cholesterol/HDL cholesterol ratio and triglyceride levels were 2.89, 3.43 and 1.29 mmol/L, respectively. Population density was not associated with LDL cholesterol [β 0.00 (− 0.01; 0.01)], log transformed total/HDL cholesterol ratio [β 1.00 (1.00; 1.00)] and triglyceride levels [β 1.00 (0.99; 1.00)]. No statistically significant direct or indirect effects were found. CONCLUSION: Contrary to previous findings in LMIC, no evidence was found that population density is associated with blood lipid levels in blood donors in the Netherlands or that MVPA and sedentary behavior mediate this association. This may be the result of socioeconomic differences and, in part, may be due to the good health of the study population and the relatively high population density in the Netherlands. Also, compared to LMIC, differences in physical activity levels in more versus less populated areas may be less pronounced in HIC. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12942-019-0167-y) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-04 /pmc/articles/PMC6360723/ /pubmed/30717744 http://dx.doi.org/10.1186/s12942-019-0167-y Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research de Groot, Rosa Hoenink, Jody C. Mackenbach, Joreintje D. den Braver, Nicole R. Pinho, Maria G. M. Brassinga, Darshan Prinsze, Femmeke J. Timmer, Tiffany C. de Kort, Wim L. A. M. Brug, Johannes van den Hurk, Katja Lakerveld, Jeroen The association between population density and blood lipid levels in Dutch blood donors |
title | The association between population density and blood lipid levels in Dutch blood donors |
title_full | The association between population density and blood lipid levels in Dutch blood donors |
title_fullStr | The association between population density and blood lipid levels in Dutch blood donors |
title_full_unstemmed | The association between population density and blood lipid levels in Dutch blood donors |
title_short | The association between population density and blood lipid levels in Dutch blood donors |
title_sort | association between population density and blood lipid levels in dutch blood donors |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360723/ https://www.ncbi.nlm.nih.gov/pubmed/30717744 http://dx.doi.org/10.1186/s12942-019-0167-y |
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