Cargando…
Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension
BACKGROUND: Satisfactory tools to preclude low-risk patients from intensive diagnostic testing for primary aldosteronism (PA) are lacking. Therefore, we aimed to develop a decision tool to determine which patients with difficult-to-control hypertension have a low probability of PA, thereby limiting...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7191700/ https://www.ncbi.nlm.nih.gov/pubmed/32349748 http://dx.doi.org/10.1186/s12902-020-0528-3 |
_version_ | 1783527893572255744 |
---|---|
author | van Kleef, Monique E. A. M. Visseren, Frank L. J. Westerink, Jan Bots, Michiel L. Blankestijn, Peter J. van der Graaf, Yolanda Spiering, Wilko |
author_facet | van Kleef, Monique E. A. M. Visseren, Frank L. J. Westerink, Jan Bots, Michiel L. Blankestijn, Peter J. van der Graaf, Yolanda Spiering, Wilko |
author_sort | van Kleef, Monique E. A. M. |
collection | PubMed |
description | BACKGROUND: Satisfactory tools to preclude low-risk patients from intensive diagnostic testing for primary aldosteronism (PA) are lacking. Therefore, we aimed to develop a decision tool to determine which patients with difficult-to-control hypertension have a low probability of PA, thereby limiting the exposure to invasive testing while at the same time increasing the efficiency of testing in the remaining patients. METHODS: Data from consecutive patients with difficult-to-control hypertension, analysed through a standardized diagnostic protocol between January 2010 and October 2017 (n = 824), were included in this cross-sectional study. PA was diagnosed by a combined approach: 1) elevated aldosterone-to-renin ratio (> 5.0 pmol/fmol/s), confirmed with 2) non-suppressible aldosterone after standardized saline infusion (≥280 pmol/L). Multivariable logistic regression analyses including seven pre-specified clinical variables (age, systolic blood pressure, serum potassium, potassium supplementation, serum sodium, eGFR and HbA1c) was performed. After correction for optimism, test reliability, discriminative performance and test characteristics were determined. RESULTS: PA was diagnosed in 40 (4.9%) of 824 patients. Predicted probabilities of PA agreed well with observed frequencies and the c-statistic was 0.77 (95% confidence interval (95%CI) 0.70–0.83). Predicted probability cut-off values of 1.0–2.5% prevented unnecessary testing in 8–32% of the patients with difficult-to-control hypertension, carrying sensitivities of 0.98 (95%CI 0.96–0.99) and 0.92 (0.83–0.97), and negative predictive values of 0.99 (0.98–1.00) and 0.99 (0.97–0.99). CONCLUSIONS: With a decision tool, based on seven easy-to-measure clinical variables, patients with a low probability of PA can be reliably selected and a considerable proportion of patients with difficult-to-control hypertension can be spared intensive diagnostic testing. |
format | Online Article Text |
id | pubmed-7191700 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71917002020-05-04 Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension van Kleef, Monique E. A. M. Visseren, Frank L. J. Westerink, Jan Bots, Michiel L. Blankestijn, Peter J. van der Graaf, Yolanda Spiering, Wilko BMC Endocr Disord Research Article BACKGROUND: Satisfactory tools to preclude low-risk patients from intensive diagnostic testing for primary aldosteronism (PA) are lacking. Therefore, we aimed to develop a decision tool to determine which patients with difficult-to-control hypertension have a low probability of PA, thereby limiting the exposure to invasive testing while at the same time increasing the efficiency of testing in the remaining patients. METHODS: Data from consecutive patients with difficult-to-control hypertension, analysed through a standardized diagnostic protocol between January 2010 and October 2017 (n = 824), were included in this cross-sectional study. PA was diagnosed by a combined approach: 1) elevated aldosterone-to-renin ratio (> 5.0 pmol/fmol/s), confirmed with 2) non-suppressible aldosterone after standardized saline infusion (≥280 pmol/L). Multivariable logistic regression analyses including seven pre-specified clinical variables (age, systolic blood pressure, serum potassium, potassium supplementation, serum sodium, eGFR and HbA1c) was performed. After correction for optimism, test reliability, discriminative performance and test characteristics were determined. RESULTS: PA was diagnosed in 40 (4.9%) of 824 patients. Predicted probabilities of PA agreed well with observed frequencies and the c-statistic was 0.77 (95% confidence interval (95%CI) 0.70–0.83). Predicted probability cut-off values of 1.0–2.5% prevented unnecessary testing in 8–32% of the patients with difficult-to-control hypertension, carrying sensitivities of 0.98 (95%CI 0.96–0.99) and 0.92 (0.83–0.97), and negative predictive values of 0.99 (0.98–1.00) and 0.99 (0.97–0.99). CONCLUSIONS: With a decision tool, based on seven easy-to-measure clinical variables, patients with a low probability of PA can be reliably selected and a considerable proportion of patients with difficult-to-control hypertension can be spared intensive diagnostic testing. BioMed Central 2020-04-29 /pmc/articles/PMC7191700/ /pubmed/32349748 http://dx.doi.org/10.1186/s12902-020-0528-3 Text en © The Author(s). 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article van Kleef, Monique E. A. M. Visseren, Frank L. J. Westerink, Jan Bots, Michiel L. Blankestijn, Peter J. van der Graaf, Yolanda Spiering, Wilko Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
title | Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
title_full | Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
title_fullStr | Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
title_full_unstemmed | Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
title_short | Development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
title_sort | development of a clinical decision tool to reduce diagnostic testing for primary aldosteronism in patients with difficult-to-control hypertension |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7191700/ https://www.ncbi.nlm.nih.gov/pubmed/32349748 http://dx.doi.org/10.1186/s12902-020-0528-3 |
work_keys_str_mv | AT vankleefmoniqueeam developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension AT visserenfranklj developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension AT westerinkjan developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension AT botsmichiell developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension AT blankestijnpeterj developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension AT vandergraafyolanda developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension AT spieringwilko developmentofaclinicaldecisiontooltoreducediagnostictestingforprimaryaldosteronisminpatientswithdifficulttocontrolhypertension |