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Development and validation of a nomogram for arterial stiffness

Even though as a gold standard for noninvasive measurement of arterial stiffness, carotid‐femoral pulse wave velocity (cfPWV) is not widely used in primary healthcare institutions due to time‐consuming and unavailable equipment. The aim of this study was to develop a convenient and low‐cost nomogram...

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Autores principales: Wang, Tingjun, Cai, Xiaoqi, Zhang, Lingyu, Yang, Ting, Ye, Chaoyi, Xu, Guoyan, Xie, Liangdi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10560968/
https://www.ncbi.nlm.nih.gov/pubmed/37667509
http://dx.doi.org/10.1111/jch.14723
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author Wang, Tingjun
Cai, Xiaoqi
Zhang, Lingyu
Yang, Ting
Ye, Chaoyi
Xu, Guoyan
Xie, Liangdi
author_facet Wang, Tingjun
Cai, Xiaoqi
Zhang, Lingyu
Yang, Ting
Ye, Chaoyi
Xu, Guoyan
Xie, Liangdi
author_sort Wang, Tingjun
collection PubMed
description Even though as a gold standard for noninvasive measurement of arterial stiffness, carotid‐femoral pulse wave velocity (cfPWV) is not widely used in primary healthcare institutions due to time‐consuming and unavailable equipment. The aim of this study was to develop a convenient and low‐cost nomogram model for arterial stiffness screening. A cross‐sectional study was undertaken in the department of general practice, the First Affiliated Hospital of Fujian Medical University. Arterial stiffness was defined as cfPWV ≥ 10 m/s. A total of 2717 participants were recruited to construct the nomogram using the least absolute shrinkage and selection operator and logistic regressions. Receiver operating characteristic (ROC) curve, calibration curve, decision curve analysis, clinical impact curve were used to evaluate the performance of the model. The model was validated internally and externally (399 participants) by bootstrap method. Arterial stiffness was identified in 913 participants (33.60%). Age, sex, waist to hip ratio, systolic blood pressure, duration of diabetes, heart rate were selected to construct the nomogram model. Good discrimination and accuracy were exhibited with area under curve of 0.820 (95% CI 0.803–0.837) in ROC curve and mean absolute error = 0.005 in calibration curve. A positive net benefit was shown in decision curve analysis and clinical impact curve. A satisfactory agreement was displayed in internal validation and external validation. The low cost and user‐friendly nomogram is suitable for arterial stiffness screening in primary healthcare institutions.
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spelling pubmed-105609682023-10-10 Development and validation of a nomogram for arterial stiffness Wang, Tingjun Cai, Xiaoqi Zhang, Lingyu Yang, Ting Ye, Chaoyi Xu, Guoyan Xie, Liangdi J Clin Hypertens (Greenwich) Arterial Stiffness Even though as a gold standard for noninvasive measurement of arterial stiffness, carotid‐femoral pulse wave velocity (cfPWV) is not widely used in primary healthcare institutions due to time‐consuming and unavailable equipment. The aim of this study was to develop a convenient and low‐cost nomogram model for arterial stiffness screening. A cross‐sectional study was undertaken in the department of general practice, the First Affiliated Hospital of Fujian Medical University. Arterial stiffness was defined as cfPWV ≥ 10 m/s. A total of 2717 participants were recruited to construct the nomogram using the least absolute shrinkage and selection operator and logistic regressions. Receiver operating characteristic (ROC) curve, calibration curve, decision curve analysis, clinical impact curve were used to evaluate the performance of the model. The model was validated internally and externally (399 participants) by bootstrap method. Arterial stiffness was identified in 913 participants (33.60%). Age, sex, waist to hip ratio, systolic blood pressure, duration of diabetes, heart rate were selected to construct the nomogram model. Good discrimination and accuracy were exhibited with area under curve of 0.820 (95% CI 0.803–0.837) in ROC curve and mean absolute error = 0.005 in calibration curve. A positive net benefit was shown in decision curve analysis and clinical impact curve. A satisfactory agreement was displayed in internal validation and external validation. The low cost and user‐friendly nomogram is suitable for arterial stiffness screening in primary healthcare institutions. John Wiley and Sons Inc. 2023-09-04 /pmc/articles/PMC10560968/ /pubmed/37667509 http://dx.doi.org/10.1111/jch.14723 Text en © 2023 The Authors. The Journal of Clinical Hypertension published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Arterial Stiffness
Wang, Tingjun
Cai, Xiaoqi
Zhang, Lingyu
Yang, Ting
Ye, Chaoyi
Xu, Guoyan
Xie, Liangdi
Development and validation of a nomogram for arterial stiffness
title Development and validation of a nomogram for arterial stiffness
title_full Development and validation of a nomogram for arterial stiffness
title_fullStr Development and validation of a nomogram for arterial stiffness
title_full_unstemmed Development and validation of a nomogram for arterial stiffness
title_short Development and validation of a nomogram for arterial stiffness
title_sort development and validation of a nomogram for arterial stiffness
topic Arterial Stiffness
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10560968/
https://www.ncbi.nlm.nih.gov/pubmed/37667509
http://dx.doi.org/10.1111/jch.14723
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