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Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis
PURPOSE: The aim of this study was to examine the mediation of body mass index (BMI) on the association between per capita sugar consumption and diabetes prevalence using country-related data. RESEARCH DESIGN AND METHODS: In this ecological study, based on 192 countries, data on per capita sugar con...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137616/ https://www.ncbi.nlm.nih.gov/pubmed/33037438 http://dx.doi.org/10.1007/s00394-020-02401-2 |
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author | Lang, Alexander Kuss, Oliver Filla, Tim Schlesinger, Sabrina |
author_facet | Lang, Alexander Kuss, Oliver Filla, Tim Schlesinger, Sabrina |
author_sort | Lang, Alexander |
collection | PubMed |
description | PURPOSE: The aim of this study was to examine the mediation of body mass index (BMI) on the association between per capita sugar consumption and diabetes prevalence using country-related data. RESEARCH DESIGN AND METHODS: In this ecological study, based on 192 countries, data on per capita sugar consumption were obtained from the Food and Agriculture Organization of the United Nations (FAO), on BMI from the World Health Organization and on diabetes prevalence from the International Diabetes Federation. Data on demography and economic factors were obtained from the Central Intelligence Agency, the United Nations and the FAO. Multiple linear regression analysis was performed to investigate the association between per capita sugar consumption and diabetes prevalence, and mediation analysis to detect the mediated percentage of BMI on this association. RESULTS: Each increase of 100 kcal/day per capita sugar consumption was associated with a 1.62% higher diabetes prevalence [adjusted β-estimator (95% CI): 1.62 (0.71, 2.53)]. Mediation analysis using BMI as the mediator demonstrated an adjusted direct association of 0.55 (95% CI: − 0.22, 1.32) and an adjusted indirect association of 1.07 (95% CI: 0.54, 1.68). Accordingly, the BMI explained 66% (95% CI: 34%, 100%) of the association between per capita sugar consumption on diabetes prevalence. CONCLUSIONS: These findings indicate that the association between dietary sugar intake and the occurrence of diabetes is mediated by BMI to a large proportion. However, it seems that other mechanisms may explain the association between sugar consumption and development of type 2 diabetes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00394-020-02401-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-8137616 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-81376162021-06-03 Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis Lang, Alexander Kuss, Oliver Filla, Tim Schlesinger, Sabrina Eur J Nutr Original Contribution PURPOSE: The aim of this study was to examine the mediation of body mass index (BMI) on the association between per capita sugar consumption and diabetes prevalence using country-related data. RESEARCH DESIGN AND METHODS: In this ecological study, based on 192 countries, data on per capita sugar consumption were obtained from the Food and Agriculture Organization of the United Nations (FAO), on BMI from the World Health Organization and on diabetes prevalence from the International Diabetes Federation. Data on demography and economic factors were obtained from the Central Intelligence Agency, the United Nations and the FAO. Multiple linear regression analysis was performed to investigate the association between per capita sugar consumption and diabetes prevalence, and mediation analysis to detect the mediated percentage of BMI on this association. RESULTS: Each increase of 100 kcal/day per capita sugar consumption was associated with a 1.62% higher diabetes prevalence [adjusted β-estimator (95% CI): 1.62 (0.71, 2.53)]. Mediation analysis using BMI as the mediator demonstrated an adjusted direct association of 0.55 (95% CI: − 0.22, 1.32) and an adjusted indirect association of 1.07 (95% CI: 0.54, 1.68). Accordingly, the BMI explained 66% (95% CI: 34%, 100%) of the association between per capita sugar consumption on diabetes prevalence. CONCLUSIONS: These findings indicate that the association between dietary sugar intake and the occurrence of diabetes is mediated by BMI to a large proportion. However, it seems that other mechanisms may explain the association between sugar consumption and development of type 2 diabetes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00394-020-02401-2) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2020-10-09 2021 /pmc/articles/PMC8137616/ /pubmed/33037438 http://dx.doi.org/10.1007/s00394-020-02401-2 Text en © The Author(s) 2020 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/) . |
spellingShingle | Original Contribution Lang, Alexander Kuss, Oliver Filla, Tim Schlesinger, Sabrina Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
title | Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
title_full | Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
title_fullStr | Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
title_full_unstemmed | Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
title_short | Association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
title_sort | association between per capita sugar consumption and diabetes prevalence mediated by the body mass index: results of a global mediation analysis |
topic | Original Contribution |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8137616/ https://www.ncbi.nlm.nih.gov/pubmed/33037438 http://dx.doi.org/10.1007/s00394-020-02401-2 |
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