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A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes
Hypertension (HTN), which frequently co‐exists with diabetes mellitus, is the leading major cause of cardiovascular disease and death globally. This study aimed to develop and validate a risk scoring system considering the effects of glycemic and blood pressure (BP) variabilities to predict HTN inci...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678759/ https://www.ncbi.nlm.nih.gov/pubmed/34251744 http://dx.doi.org/10.1111/jch.14322 |
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author | Lin, Cheng‐Chieh Li, Chia‐Ing Liu, Chiu‐Shong Lin, Chih‐Hsueh Wang, Mu‐Cyun Yang, Shing‐Yu Li, Tsai‐Chung |
author_facet | Lin, Cheng‐Chieh Li, Chia‐Ing Liu, Chiu‐Shong Lin, Chih‐Hsueh Wang, Mu‐Cyun Yang, Shing‐Yu Li, Tsai‐Chung |
author_sort | Lin, Cheng‐Chieh |
collection | PubMed |
description | Hypertension (HTN), which frequently co‐exists with diabetes mellitus, is the leading major cause of cardiovascular disease and death globally. This study aimed to develop and validate a risk scoring system considering the effects of glycemic and blood pressure (BP) variabilities to predict HTN incidence in patients with type 2 diabetes. This research is a retrospective cohort study that included 3416 patients with type 2 diabetes without HTN and who were enrolled in a managed care program in 2001–2015. The patients were followed up until April 2016, new‐onset HTN event, or death. HTN was defined as diastolic BP (DBP) ≥ 90 mm Hg, systolic BP (SBP) ≥ 140 mm Hg, or the initiation of antihypertensive medication. Cox proportional hazard regression model was used to develop the risk scoring system for HTN. Of the patients, 1738 experienced new‐onset HTN during an average follow‐up period of 3.40 years. Age, sex, physical activity, body mass index, type of DM treatment, family history of HTN, baseline SBP and DBP, variabilities of fasting plasma glucose, SBP, and DBP and macroalbuminuria were significant variables for the prediction of new‐onset HTN. Using these predictors, the prediction models for 1‐, 3‐, and 5‐year periods demonstrated good discrimination, with AUC values of 0.70–0.76. Our HTN scoring system for patients with type 2 DM, which involves innovative predictors of glycemic and BP variabilities, has good classification accuracy and identifies risk factors available in clinical settings for prevention of the progression to new‐onset HTN. |
format | Online Article Text |
id | pubmed-8678759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86787592021-12-23 A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes Lin, Cheng‐Chieh Li, Chia‐Ing Liu, Chiu‐Shong Lin, Chih‐Hsueh Wang, Mu‐Cyun Yang, Shing‐Yu Li, Tsai‐Chung J Clin Hypertens (Greenwich) Prediction of New‐onset Hypertension Hypertension (HTN), which frequently co‐exists with diabetes mellitus, is the leading major cause of cardiovascular disease and death globally. This study aimed to develop and validate a risk scoring system considering the effects of glycemic and blood pressure (BP) variabilities to predict HTN incidence in patients with type 2 diabetes. This research is a retrospective cohort study that included 3416 patients with type 2 diabetes without HTN and who were enrolled in a managed care program in 2001–2015. The patients were followed up until April 2016, new‐onset HTN event, or death. HTN was defined as diastolic BP (DBP) ≥ 90 mm Hg, systolic BP (SBP) ≥ 140 mm Hg, or the initiation of antihypertensive medication. Cox proportional hazard regression model was used to develop the risk scoring system for HTN. Of the patients, 1738 experienced new‐onset HTN during an average follow‐up period of 3.40 years. Age, sex, physical activity, body mass index, type of DM treatment, family history of HTN, baseline SBP and DBP, variabilities of fasting plasma glucose, SBP, and DBP and macroalbuminuria were significant variables for the prediction of new‐onset HTN. Using these predictors, the prediction models for 1‐, 3‐, and 5‐year periods demonstrated good discrimination, with AUC values of 0.70–0.76. Our HTN scoring system for patients with type 2 DM, which involves innovative predictors of glycemic and BP variabilities, has good classification accuracy and identifies risk factors available in clinical settings for prevention of the progression to new‐onset HTN. John Wiley and Sons Inc. 2021-07-12 /pmc/articles/PMC8678759/ /pubmed/34251744 http://dx.doi.org/10.1111/jch.14322 Text en © 2021 The Authors. The Journal of Clinical Hypertension published by Wiley Periodicals LLC https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Prediction of New‐onset Hypertension Lin, Cheng‐Chieh Li, Chia‐Ing Liu, Chiu‐Shong Lin, Chih‐Hsueh Wang, Mu‐Cyun Yang, Shing‐Yu Li, Tsai‐Chung A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
title | A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
title_full | A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
title_fullStr | A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
title_full_unstemmed | A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
title_short | A risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
title_sort | risk scoring system to predict the risk of new‐onset hypertension among patients with type 2 diabetes |
topic | Prediction of New‐onset Hypertension |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678759/ https://www.ncbi.nlm.nih.gov/pubmed/34251744 http://dx.doi.org/10.1111/jch.14322 |
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