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Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure
PURPOSE: Elderly heart failure (HF) patients have different clinical characteristics and poorer prognosis compared with younger patients. Prognostic risk scores for HF have not been validated well in elderly patients. We aimed to validate the Seattle Heart Failure Model (SHFM) and the Meta-Analysis...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8453434/ https://www.ncbi.nlm.nih.gov/pubmed/34556979 http://dx.doi.org/10.2147/CIA.S323979 |
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author | Cheng, Yalin Chai, Ke Zhu, Wanrong Wan, Yuhao Liang, Yaodan Du, Minghui Li, Yingying Sun, Ning Yang, Jiefu Wang, Hua |
author_facet | Cheng, Yalin Chai, Ke Zhu, Wanrong Wan, Yuhao Liang, Yaodan Du, Minghui Li, Yingying Sun, Ning Yang, Jiefu Wang, Hua |
author_sort | Cheng, Yalin |
collection | PubMed |
description | PURPOSE: Elderly heart failure (HF) patients have different clinical characteristics and poorer prognosis compared with younger patients. Prognostic risk scores for HF have not been validated well in elderly patients. We aimed to validate the Seattle Heart Failure Model (SHFM) and the Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score in an elderly Chinese HF cohort. PATIENTS AND METHODS: This retrospective study enrolled 675 elderly HF patients (age≥70 years) discharged from our hospital between 2012 and 2017. The performance of the two risk scores was evaluated in terms of discrimination, using receiver-operating characteristic analysis, and calibration using a calibration plot and Hosmer–Lemeshow (H-L) test. Absolute risk reclassification was used to compare the two scores. RESULTS: During the mean follow-up time of 32.6 months, 193 patients (28.6%) died, and 1-year mortality was 10.5%. The predicted median 1-year mortality was 8% for the SHFM and 18% for the MAGGIC score. A Kaplan–Meier survival curve demonstrated that event rates of all-cause mortality significantly increased with increasing SHFM and MAGGIC scores. The discriminatory capacity of the SHFM was greater than that of the MAGGIC score (c-statistics were 0.72 and 0.67, respectively; P = 0.05). The calibration plot for the SHFM was better than that for MAGGIC score for 1-year mortality (SHFM: H-L χ(2) =8.2, P = 0.41; MAGGIC: H-L χ(2) =18.8, P =0.02). Compared with the MAGGIC score, the net reclassification index (NRI) of the SHFM was 2.96% (Z=5.88, P< 0.0001). CONCLUSION: The SHFM performs better than MAGGIC score, having good discrimination, calibration and risk classification for the prediction of 1-year mortality in elderly Chinese HF patients. |
format | Online Article Text |
id | pubmed-8453434 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-84534342021-09-22 Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure Cheng, Yalin Chai, Ke Zhu, Wanrong Wan, Yuhao Liang, Yaodan Du, Minghui Li, Yingying Sun, Ning Yang, Jiefu Wang, Hua Clin Interv Aging Original Research PURPOSE: Elderly heart failure (HF) patients have different clinical characteristics and poorer prognosis compared with younger patients. Prognostic risk scores for HF have not been validated well in elderly patients. We aimed to validate the Seattle Heart Failure Model (SHFM) and the Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score in an elderly Chinese HF cohort. PATIENTS AND METHODS: This retrospective study enrolled 675 elderly HF patients (age≥70 years) discharged from our hospital between 2012 and 2017. The performance of the two risk scores was evaluated in terms of discrimination, using receiver-operating characteristic analysis, and calibration using a calibration plot and Hosmer–Lemeshow (H-L) test. Absolute risk reclassification was used to compare the two scores. RESULTS: During the mean follow-up time of 32.6 months, 193 patients (28.6%) died, and 1-year mortality was 10.5%. The predicted median 1-year mortality was 8% for the SHFM and 18% for the MAGGIC score. A Kaplan–Meier survival curve demonstrated that event rates of all-cause mortality significantly increased with increasing SHFM and MAGGIC scores. The discriminatory capacity of the SHFM was greater than that of the MAGGIC score (c-statistics were 0.72 and 0.67, respectively; P = 0.05). The calibration plot for the SHFM was better than that for MAGGIC score for 1-year mortality (SHFM: H-L χ(2) =8.2, P = 0.41; MAGGIC: H-L χ(2) =18.8, P =0.02). Compared with the MAGGIC score, the net reclassification index (NRI) of the SHFM was 2.96% (Z=5.88, P< 0.0001). CONCLUSION: The SHFM performs better than MAGGIC score, having good discrimination, calibration and risk classification for the prediction of 1-year mortality in elderly Chinese HF patients. Dove 2021-09-16 /pmc/articles/PMC8453434/ /pubmed/34556979 http://dx.doi.org/10.2147/CIA.S323979 Text en © 2021 Cheng et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Cheng, Yalin Chai, Ke Zhu, Wanrong Wan, Yuhao Liang, Yaodan Du, Minghui Li, Yingying Sun, Ning Yang, Jiefu Wang, Hua Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure |
title | Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure |
title_full | Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure |
title_fullStr | Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure |
title_full_unstemmed | Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure |
title_short | Performance of Prognostic Risk Scores in Elderly Chinese Patients with Heart Failure |
title_sort | performance of prognostic risk scores in elderly chinese patients with heart failure |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8453434/ https://www.ncbi.nlm.nih.gov/pubmed/34556979 http://dx.doi.org/10.2147/CIA.S323979 |
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