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A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy
BACKGROUND: Atrial fibrillation (AF), one of the most common comorbidities of heart failure (HF), is associated with worse long-term prognosis in HF patients receiving cardiac resynchronization therapy (CRT). However, there is still no convenient tool to identify CRT candidates with AF who are at hi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7222436/ https://www.ncbi.nlm.nih.gov/pubmed/32404049 http://dx.doi.org/10.1186/s12872-020-01502-4 |
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author | Cai, Minsi Hua, Wei Zhang, Nixiao Yang, Shengwen Hu, Yiran Gu, Min Niu, Hongxia Zhang, Shu |
author_facet | Cai, Minsi Hua, Wei Zhang, Nixiao Yang, Shengwen Hu, Yiran Gu, Min Niu, Hongxia Zhang, Shu |
author_sort | Cai, Minsi |
collection | PubMed |
description | BACKGROUND: Atrial fibrillation (AF), one of the most common comorbidities of heart failure (HF), is associated with worse long-term prognosis in HF patients receiving cardiac resynchronization therapy (CRT). However, there is still no convenient tool to identify CRT candidates with AF who are at high risk of mortality and hospitalization due to HF. METHODS: We included 152 consecutive patients with AF for CRT in our hospital from January 2009 to July 2019. Multiple imputation was used for missing values. With imputed datasets, a multivariate Cox regression model was performed for variable selection using the backward stepwise method to predict all-cause mortality and HF readmissions. A nomogram and nomogram-based scoring system were constructed from the selected predictors. Then, internal validation and calibration were achieved by the bootstrap method, deriving the corrected concordance index and calibration curves. Sensitivity analysis was also performed to validate our selected predictors. RESULTS: Five predictors were incorporated in the nomogram, including N-terminal pro brain natriuretic protein (NT-proBNP) > 1745 pg/mL, history of syncope, previous pulmonary hypertension, moderate or severe tricuspid regurgitation, thyroid-stimulating hormone (TSH) > 4 mIU/L. The concordance index (0.70, 95% CI 0.62–0.77), corrected concordance index (0.67, 95% CI 0.59–0.74) and calibration curve showed optimal discrimination and calibration of the established nomogram. A significant difference in overall event-free survival was recognized by the nomogram-derived scores for patients with high risk (> 50 points), intermediate risk (21–50 points) and low risk (0–20 points) before CRT. CONCLUSION: Our internally validated nomogram may be an applicable tool for the early risk stratification of CRT candidates with AF. |
format | Online Article Text |
id | pubmed-7222436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72224362020-05-20 A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy Cai, Minsi Hua, Wei Zhang, Nixiao Yang, Shengwen Hu, Yiran Gu, Min Niu, Hongxia Zhang, Shu BMC Cardiovasc Disord Research Article BACKGROUND: Atrial fibrillation (AF), one of the most common comorbidities of heart failure (HF), is associated with worse long-term prognosis in HF patients receiving cardiac resynchronization therapy (CRT). However, there is still no convenient tool to identify CRT candidates with AF who are at high risk of mortality and hospitalization due to HF. METHODS: We included 152 consecutive patients with AF for CRT in our hospital from January 2009 to July 2019. Multiple imputation was used for missing values. With imputed datasets, a multivariate Cox regression model was performed for variable selection using the backward stepwise method to predict all-cause mortality and HF readmissions. A nomogram and nomogram-based scoring system were constructed from the selected predictors. Then, internal validation and calibration were achieved by the bootstrap method, deriving the corrected concordance index and calibration curves. Sensitivity analysis was also performed to validate our selected predictors. RESULTS: Five predictors were incorporated in the nomogram, including N-terminal pro brain natriuretic protein (NT-proBNP) > 1745 pg/mL, history of syncope, previous pulmonary hypertension, moderate or severe tricuspid regurgitation, thyroid-stimulating hormone (TSH) > 4 mIU/L. The concordance index (0.70, 95% CI 0.62–0.77), corrected concordance index (0.67, 95% CI 0.59–0.74) and calibration curve showed optimal discrimination and calibration of the established nomogram. A significant difference in overall event-free survival was recognized by the nomogram-derived scores for patients with high risk (> 50 points), intermediate risk (21–50 points) and low risk (0–20 points) before CRT. CONCLUSION: Our internally validated nomogram may be an applicable tool for the early risk stratification of CRT candidates with AF. BioMed Central 2020-05-13 /pmc/articles/PMC7222436/ /pubmed/32404049 http://dx.doi.org/10.1186/s12872-020-01502-4 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 Cai, Minsi Hua, Wei Zhang, Nixiao Yang, Shengwen Hu, Yiran Gu, Min Niu, Hongxia Zhang, Shu A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
title | A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
title_full | A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
title_fullStr | A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
title_full_unstemmed | A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
title_short | A prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
title_sort | prognostic nomogram for event-free survival in patients with atrial fibrillation before cardiac resynchronization therapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7222436/ https://www.ncbi.nlm.nih.gov/pubmed/32404049 http://dx.doi.org/10.1186/s12872-020-01502-4 |
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