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Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease
BACKGROUND: The BODE index, consisting of body mass index (B), airflow obstruction (O), dyspnea score (D), and exercise capacity (E), can predict outcomes in COPD. However, when spirometry was restricted to prevent cross-infection such as COVID-19 pandemic, a modified index would be needed. Because...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10353238/ https://www.ncbi.nlm.nih.gov/pubmed/37461073 http://dx.doi.org/10.1186/s12890-023-02557-7 |
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author | Chen, Shih-Yu Huang, Chun-Kai Wu, Chia-Ling Peng, Hui-Chuan Yu, Chong-Jen Chien, Jung-Yien |
author_facet | Chen, Shih-Yu Huang, Chun-Kai Wu, Chia-Ling Peng, Hui-Chuan Yu, Chong-Jen Chien, Jung-Yien |
author_sort | Chen, Shih-Yu |
collection | PubMed |
description | BACKGROUND: The BODE index, consisting of body mass index (B), airflow obstruction (O), dyspnea score (D), and exercise capacity (E), can predict outcomes in COPD. However, when spirometry was restricted to prevent cross-infection such as COVID-19 pandemic, a modified index would be needed. Because cardiovascular dysfunction is associated with poor clinical outcomes in COPD, we conducted a novel BHDE-index by replacing spirometry with post-exercise heart rate recovery (HRR, H) and evaluated its predictive performance in this observational study. METHODS: From January 2019 to December 2019, enrolled patients were analyzed as a derivation cohort for the setup of the model. This model was verified in another group of patients generated between January 2020 and December 2020, as the validation cohort. The post exercise HRR was defined as the difference of heart rate immediately after and 1 min after test cessation. RESULTS: A total of 447 patients with COPD were enrolled. Patients with abnormal HRR were older, with more severe airway obstruction, severe airway symptoms, faster resting heart rate, shorter 6-min walk distance and higher frequency of severe acute exacerbation in previous one year. The prediction performance of the BHDE-index for one-year severe COPD exacerbation was similar to that of the BODE-index in both the derivation and validation groups [area under the receiver operating characteristic curve (AUROC) 0.76 vs. 0.75, p = 0.369; AUROC 0.74 vs. 0.79, p = 0.05]. The prediction performance for 1 year mortality was also similar between BHDE-index and BODE-index in both cohorts [AUROC 0.80 vs. 0.77, p = 0.564; 0.76 vs. 0.70, p = 0.234]. Univariate and multivariate analyses also showed that the BHDE-index was an independent and important predictor of annual severe COPD exacerbation in the derivation and validation cohorts. CONCLUSIONS: The BHDE-index is a good and easy-to-perform prediction model for the risk of severe acute exacerbation and 1-year mortality in COPD wherever spirometry results are unavailable. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12890-023-02557-7. |
format | Online Article Text |
id | pubmed-10353238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103532382023-07-19 Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease Chen, Shih-Yu Huang, Chun-Kai Wu, Chia-Ling Peng, Hui-Chuan Yu, Chong-Jen Chien, Jung-Yien BMC Pulm Med Research BACKGROUND: The BODE index, consisting of body mass index (B), airflow obstruction (O), dyspnea score (D), and exercise capacity (E), can predict outcomes in COPD. However, when spirometry was restricted to prevent cross-infection such as COVID-19 pandemic, a modified index would be needed. Because cardiovascular dysfunction is associated with poor clinical outcomes in COPD, we conducted a novel BHDE-index by replacing spirometry with post-exercise heart rate recovery (HRR, H) and evaluated its predictive performance in this observational study. METHODS: From January 2019 to December 2019, enrolled patients were analyzed as a derivation cohort for the setup of the model. This model was verified in another group of patients generated between January 2020 and December 2020, as the validation cohort. The post exercise HRR was defined as the difference of heart rate immediately after and 1 min after test cessation. RESULTS: A total of 447 patients with COPD were enrolled. Patients with abnormal HRR were older, with more severe airway obstruction, severe airway symptoms, faster resting heart rate, shorter 6-min walk distance and higher frequency of severe acute exacerbation in previous one year. The prediction performance of the BHDE-index for one-year severe COPD exacerbation was similar to that of the BODE-index in both the derivation and validation groups [area under the receiver operating characteristic curve (AUROC) 0.76 vs. 0.75, p = 0.369; AUROC 0.74 vs. 0.79, p = 0.05]. The prediction performance for 1 year mortality was also similar between BHDE-index and BODE-index in both cohorts [AUROC 0.80 vs. 0.77, p = 0.564; 0.76 vs. 0.70, p = 0.234]. Univariate and multivariate analyses also showed that the BHDE-index was an independent and important predictor of annual severe COPD exacerbation in the derivation and validation cohorts. CONCLUSIONS: The BHDE-index is a good and easy-to-perform prediction model for the risk of severe acute exacerbation and 1-year mortality in COPD wherever spirometry results are unavailable. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12890-023-02557-7. BioMed Central 2023-07-17 /pmc/articles/PMC10353238/ /pubmed/37461073 http://dx.doi.org/10.1186/s12890-023-02557-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Chen, Shih-Yu Huang, Chun-Kai Wu, Chia-Ling Peng, Hui-Chuan Yu, Chong-Jen Chien, Jung-Yien Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease |
title | Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease |
title_full | Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease |
title_fullStr | Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease |
title_full_unstemmed | Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease |
title_short | Prognostic value of the post-exercise heart rate recovery and BHDE-index in chronic obstructive pulmonary disease |
title_sort | prognostic value of the post-exercise heart rate recovery and bhde-index in chronic obstructive pulmonary disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10353238/ https://www.ncbi.nlm.nih.gov/pubmed/37461073 http://dx.doi.org/10.1186/s12890-023-02557-7 |
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