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Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching
Previous evidence revealed that central obesity played a vital role in the development of diabetes mellitus (DM). However, because of imbalanced confounding variables, some studies have not wholly established the association between central obesity and diabetes. Propensity score matching (PSM) analy...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352654/ https://www.ncbi.nlm.nih.gov/pubmed/35927472 http://dx.doi.org/10.1038/s41598-022-17837-1 |
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author | Cao, Changchun Hu, Haofei Zheng, Xiaodan Zhang, Xiaohua Wang, Yulong He, Yongcheng |
author_facet | Cao, Changchun Hu, Haofei Zheng, Xiaodan Zhang, Xiaohua Wang, Yulong He, Yongcheng |
author_sort | Cao, Changchun |
collection | PubMed |
description | Previous evidence revealed that central obesity played a vital role in the development of diabetes mellitus (DM). However, because of imbalanced confounding variables, some studies have not wholly established the association between central obesity and diabetes. Propensity score matching (PSM) analysis can minimize the impact of potential confounding variables. Therefore, the aim of the present study was to explore the relationship between central obesity and diabetes in the Japanese population by using PSM analysis. This retrospective cohort study included 15,453 Japanese adults who were free of diabetes at baseline between 2004 and 2015, which provided all medical records for individuals participating in the physical exam. Central obesity at baseline was an independent variable, and incident diabetes during follow-up was an outcome variable. Using a 1:1 PSM analysis, the present retrospective cohort study included 1639 adults with and without central obesity. Additionally, we employed a doubly robust estimation method to identify the association between central obesity and diabetes. Subjects with central obesity were 92% more likely to develop DM (HR = 1.65, 95%CI 1.12, 2.41). After adjusting for covariates, subjects with central obesity had a 72% increased risk of developing DM compared with subjects with non-central obesity in the PSM cohort (HR = 1.72, 95% CI 1.16, 2.56). Central obesity individuals had a 91% higher risk of DM than non-central obesity individuals, after adjustment for propensity score (HR = 1.91, 95% CI 1.29, 2.81). In sensitivity analysis, the central obesity group had a 44% (HR = 1.44, 95% CI 1.09, 1.90) and 59% (HR = 1.59, 95% CI1.35, 1.88) higher risk of DM than the non-central obesity group in the original and weighted cohorts after adjusting for confounding variables, respectively. Central obesity was independently associated with an increased risk of developing diabetes. After adjustment for confounding covariates, central obesity participants had a 72% higher risk of development of diabetes than non-central obesity individuals in the PSM cohort. |
format | Online Article Text |
id | pubmed-9352654 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93526542022-08-06 Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching Cao, Changchun Hu, Haofei Zheng, Xiaodan Zhang, Xiaohua Wang, Yulong He, Yongcheng Sci Rep Article Previous evidence revealed that central obesity played a vital role in the development of diabetes mellitus (DM). However, because of imbalanced confounding variables, some studies have not wholly established the association between central obesity and diabetes. Propensity score matching (PSM) analysis can minimize the impact of potential confounding variables. Therefore, the aim of the present study was to explore the relationship between central obesity and diabetes in the Japanese population by using PSM analysis. This retrospective cohort study included 15,453 Japanese adults who were free of diabetes at baseline between 2004 and 2015, which provided all medical records for individuals participating in the physical exam. Central obesity at baseline was an independent variable, and incident diabetes during follow-up was an outcome variable. Using a 1:1 PSM analysis, the present retrospective cohort study included 1639 adults with and without central obesity. Additionally, we employed a doubly robust estimation method to identify the association between central obesity and diabetes. Subjects with central obesity were 92% more likely to develop DM (HR = 1.65, 95%CI 1.12, 2.41). After adjusting for covariates, subjects with central obesity had a 72% increased risk of developing DM compared with subjects with non-central obesity in the PSM cohort (HR = 1.72, 95% CI 1.16, 2.56). Central obesity individuals had a 91% higher risk of DM than non-central obesity individuals, after adjustment for propensity score (HR = 1.91, 95% CI 1.29, 2.81). In sensitivity analysis, the central obesity group had a 44% (HR = 1.44, 95% CI 1.09, 1.90) and 59% (HR = 1.59, 95% CI1.35, 1.88) higher risk of DM than the non-central obesity group in the original and weighted cohorts after adjusting for confounding variables, respectively. Central obesity was independently associated with an increased risk of developing diabetes. After adjustment for confounding covariates, central obesity participants had a 72% higher risk of development of diabetes than non-central obesity individuals in the PSM cohort. Nature Publishing Group UK 2022-08-04 /pmc/articles/PMC9352654/ /pubmed/35927472 http://dx.doi.org/10.1038/s41598-022-17837-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Cao, Changchun Hu, Haofei Zheng, Xiaodan Zhang, Xiaohua Wang, Yulong He, Yongcheng Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching |
title | Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching |
title_full | Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching |
title_fullStr | Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching |
title_full_unstemmed | Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching |
title_short | Association between central obesity and incident diabetes mellitus among Japanese: a retrospective cohort study using propensity score matching |
title_sort | association between central obesity and incident diabetes mellitus among japanese: a retrospective cohort study using propensity score matching |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352654/ https://www.ncbi.nlm.nih.gov/pubmed/35927472 http://dx.doi.org/10.1038/s41598-022-17837-1 |
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