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Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study
OBJECTIVE: Hypertension predicts the development of diabetes. However, there are still lacking high-quality studies on the correlation between mean arterial pressure (MAP) and incident diabetes. We aimed to explore the relationship between MAP and diabetes in Chinese adults. DESIGN: This is a second...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9486219/ https://www.ncbi.nlm.nih.gov/pubmed/36123108 http://dx.doi.org/10.1136/bmjopen-2020-048194 |
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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 | OBJECTIVE: Hypertension predicts the development of diabetes. However, there are still lacking high-quality studies on the correlation between mean arterial pressure (MAP) and incident diabetes. We aimed to explore the relationship between MAP and diabetes in Chinese adults. DESIGN: This is a secondary retrospective cohort study and the data were downloaded from the ‘DATADRYAD’ database (www.Datadryad.org). PARTICIPANTS: The study included 210 418 adults without diabetes at baseline between 2010 and 2016 across 32 sites and 11 cities in China. SETTING: The target-independent and dependent variables were MAP measured at baseline and diabetes occurred during follow-up. Cox proportional hazards regression was used to explore the relationship between MAP and diabetes. PRIMARY OUTCOME MEASURES: The outcome was incident diabetes, which was defined as fasting blood glucose ≥7.00 mmol/L and/or self-reported diabetes during follow-up. Patients were censored either at the time of the diagnosis or at the last visit, whichever comes first. RESULTS: 3927 participants developed diabetes during a 5-year follow-up. After adjusting covariates, MAP positively correlated with diabetes (HR=1.008, 95% CI 1.005 to 1.011, p<0.001), and the absolute risk difference was 0.02%. E-value analysis and multiple imputations were used to explore the robustness of the results. The relationship between MAP and diabetes was also non-linear, and the inflection point of MAP was 100.333 mm Hg. Subgroup analysis revealed a stronger association between MAP and diabetes in people with age (≥30,<50 years old), fasting plasma glucose <6.1 mmol/L and drinking. Additionally, receiver operating characteristic (ROC) curves showed the predictive performance of MAP for diabetes was similar to systolic blood pressure (SBP) (area under the curve (AUC)=0.694 with MAP vs AUC=0.698 with SBP). CONCLUSIONS: MAP is an independent predictor for a 5-year risk of incident diabetes among Chinese adults. The relationship between MAP and diabetes is also non-linear. When MAP is below 100.333 mm Hg, MAP is closely positively related to diabetes. |
format | Online Article Text |
id | pubmed-9486219 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-94862192022-09-21 Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study Wu, Yang Hu, Haofei Cai, Jinlin Chen, Runtian Zuo, Xin Cheng, Heng Yan, Dewen BMJ Open Diabetes and Endocrinology OBJECTIVE: Hypertension predicts the development of diabetes. However, there are still lacking high-quality studies on the correlation between mean arterial pressure (MAP) and incident diabetes. We aimed to explore the relationship between MAP and diabetes in Chinese adults. DESIGN: This is a secondary retrospective cohort study and the data were downloaded from the ‘DATADRYAD’ database (www.Datadryad.org). PARTICIPANTS: The study included 210 418 adults without diabetes at baseline between 2010 and 2016 across 32 sites and 11 cities in China. SETTING: The target-independent and dependent variables were MAP measured at baseline and diabetes occurred during follow-up. Cox proportional hazards regression was used to explore the relationship between MAP and diabetes. PRIMARY OUTCOME MEASURES: The outcome was incident diabetes, which was defined as fasting blood glucose ≥7.00 mmol/L and/or self-reported diabetes during follow-up. Patients were censored either at the time of the diagnosis or at the last visit, whichever comes first. RESULTS: 3927 participants developed diabetes during a 5-year follow-up. After adjusting covariates, MAP positively correlated with diabetes (HR=1.008, 95% CI 1.005 to 1.011, p<0.001), and the absolute risk difference was 0.02%. E-value analysis and multiple imputations were used to explore the robustness of the results. The relationship between MAP and diabetes was also non-linear, and the inflection point of MAP was 100.333 mm Hg. Subgroup analysis revealed a stronger association between MAP and diabetes in people with age (≥30,<50 years old), fasting plasma glucose <6.1 mmol/L and drinking. Additionally, receiver operating characteristic (ROC) curves showed the predictive performance of MAP for diabetes was similar to systolic blood pressure (SBP) (area under the curve (AUC)=0.694 with MAP vs AUC=0.698 with SBP). CONCLUSIONS: MAP is an independent predictor for a 5-year risk of incident diabetes among Chinese adults. The relationship between MAP and diabetes is also non-linear. When MAP is below 100.333 mm Hg, MAP is closely positively related to diabetes. BMJ Publishing Group 2022-09-19 /pmc/articles/PMC9486219/ /pubmed/36123108 http://dx.doi.org/10.1136/bmjopen-2020-048194 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Diabetes and Endocrinology Wu, Yang Hu, Haofei Cai, Jinlin Chen, Runtian Zuo, Xin Cheng, Heng Yan, Dewen Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study |
title | Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study |
title_full | Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study |
title_fullStr | Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study |
title_full_unstemmed | Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study |
title_short | Association of mean arterial pressure with 5-year risk of incident diabetes in Chinese adults:a secondary population-based cohort study |
title_sort | association of mean arterial pressure with 5-year risk of incident diabetes in chinese adults:a secondary population-based cohort study |
topic | Diabetes and Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9486219/ https://www.ncbi.nlm.nih.gov/pubmed/36123108 http://dx.doi.org/10.1136/bmjopen-2020-048194 |
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