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Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching
BACKGROUND: Reliable quantification of the relationship between hypertension and diabetes risk is limited, especially among Chinese people. We aimed to investigate the association between hypertension and the risk of diabetes in a large cohort of the Chinese population. METHODS: This was a retrospec...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082672/ https://www.ncbi.nlm.nih.gov/pubmed/33926442 http://dx.doi.org/10.1186/s12902-021-00747-0 |
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author | Wu, Yang Hu, Haofei Cai, Jinlin Chen, Runtian Zuo, Xin Cheng, Heng Yan, Dewen |
author_facet | Wu, Yang Hu, Haofei Cai, Jinlin Chen, Runtian Zuo, Xin Cheng, Heng Yan, Dewen |
author_sort | Wu, Yang |
collection | PubMed |
description | BACKGROUND: Reliable quantification of the relationship between hypertension and diabetes risk is limited, especially among Chinese people. We aimed to investigate the association between hypertension and the risk of diabetes in a large cohort of the Chinese population. METHODS: This was a retrospective propensity score-matched cohort study among 211,809 Chinese adults without diabetes at baseline between 2010 and 2016. The target independent and dependent variable were hypertension at baseline and incident diabetes during follow-up respectively. The propensity score matching using a non-parsimonious multivariable logistic regression was conducted to balance the confounders between 28,711 hypertensive patients and 28,711 non-hypertensive participants. The doubly robust estimation method was used to investigate the association between hypertension and diabetes. RESULTS: In the propensity-score matching cohort, diabetes risk increased by 11.0% among hypertensive patients (HR = 1.110, 95% confidence interval (CI): 1.031–1.195, P = 0.00539). And diabetes risk dropped to 8.3% among hypertensive subjects after adjusting for the propensity score (HR = 1.083, 95%CI: 1.006–1.166, P = 0.03367). Compared to non-hypertensive participants with low propensity score, the risk of incident diabetes increased by 2.646 times among hypertensive patients with high propensity score (HR = 3.646, 95%CI: 2.635–5.045, P < 0.0001). CONCLUSION: Hypertension was associated with an 11.0% increase in the risk of developing diabetes in Chinese adults. And the figure dropped to 8.3% after adjusting the propensity score. Additionally, compared to non-hypertensive participants with low propensity scores, the risk of incident diabetes increased by 2.646 times among hypertensive patients with high propensity scores. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12902-021-00747-0. |
format | Online Article Text |
id | pubmed-8082672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80826722021-04-29 Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching Wu, Yang Hu, Haofei Cai, Jinlin Chen, Runtian Zuo, Xin Cheng, Heng Yan, Dewen BMC Endocr Disord Research BACKGROUND: Reliable quantification of the relationship between hypertension and diabetes risk is limited, especially among Chinese people. We aimed to investigate the association between hypertension and the risk of diabetes in a large cohort of the Chinese population. METHODS: This was a retrospective propensity score-matched cohort study among 211,809 Chinese adults without diabetes at baseline between 2010 and 2016. The target independent and dependent variable were hypertension at baseline and incident diabetes during follow-up respectively. The propensity score matching using a non-parsimonious multivariable logistic regression was conducted to balance the confounders between 28,711 hypertensive patients and 28,711 non-hypertensive participants. The doubly robust estimation method was used to investigate the association between hypertension and diabetes. RESULTS: In the propensity-score matching cohort, diabetes risk increased by 11.0% among hypertensive patients (HR = 1.110, 95% confidence interval (CI): 1.031–1.195, P = 0.00539). And diabetes risk dropped to 8.3% among hypertensive subjects after adjusting for the propensity score (HR = 1.083, 95%CI: 1.006–1.166, P = 0.03367). Compared to non-hypertensive participants with low propensity score, the risk of incident diabetes increased by 2.646 times among hypertensive patients with high propensity score (HR = 3.646, 95%CI: 2.635–5.045, P < 0.0001). CONCLUSION: Hypertension was associated with an 11.0% increase in the risk of developing diabetes in Chinese adults. And the figure dropped to 8.3% after adjusting the propensity score. Additionally, compared to non-hypertensive participants with low propensity scores, the risk of incident diabetes increased by 2.646 times among hypertensive patients with high propensity scores. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12902-021-00747-0. BioMed Central 2021-04-29 /pmc/articles/PMC8082672/ /pubmed/33926442 http://dx.doi.org/10.1186/s12902-021-00747-0 Text en © The Author(s) 2021 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 Wu, Yang Hu, Haofei Cai, Jinlin Chen, Runtian Zuo, Xin Cheng, Heng Yan, Dewen Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching |
title | Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching |
title_full | Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching |
title_fullStr | Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching |
title_full_unstemmed | Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching |
title_short | Association of hypertension and incident diabetes in Chinese adults: a retrospective cohort study using propensity-score matching |
title_sort | association of hypertension and incident diabetes in chinese adults: a retrospective cohort study using propensity-score matching |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082672/ https://www.ncbi.nlm.nih.gov/pubmed/33926442 http://dx.doi.org/10.1186/s12902-021-00747-0 |
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