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A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure
BACKGROUND: Acute decompensated heart failure (ADHF) contributes millions of emergency department (ED) visits and it is associated with high in-hospital mortality. The aim of this study was to develop and validate a multiparametric score for critically-ill ADHF patients. METHODS: In this single-cent...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8094523/ https://www.ncbi.nlm.nih.gov/pubmed/33947350 http://dx.doi.org/10.1186/s12872-021-02041-2 |
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author | Mo, Ran Yu, Li-tian Tan, Hui-qiong Wang, Yang Yang, Yan-min Liang, Yan Zhu, Jun |
author_facet | Mo, Ran Yu, Li-tian Tan, Hui-qiong Wang, Yang Yang, Yan-min Liang, Yan Zhu, Jun |
author_sort | Mo, Ran |
collection | PubMed |
description | BACKGROUND: Acute decompensated heart failure (ADHF) contributes millions of emergency department (ED) visits and it is associated with high in-hospital mortality. The aim of this study was to develop and validate a multiparametric score for critically-ill ADHF patients. METHODS: In this single-center, retrospective study, a total of 1268 ADHF patients in China were enrolled and divided into derivation (n = 1014) and validation (n = 254) cohorts. The primary endpoint was any in-hospital death, cardiac arrest or utilization of mechanical support devices. Logistic regression model was preformed to identify risk factors and build the new scoring system. The assigning point of each parameter was determined according to its β coefficient. The discrimination was validated internally using C statistic and calibration was evaluated by the Hosmer-Lemeshow goodness-of-fit test. RESULTS: We constructed a predictive score based on six significant risk factors [systolic blood pressure (SBP), white blood cell (WBC) count, hematocrit (HCT), total bilirubin (TBIL), estimated glomerular filtration rate (eGFR) and NT-proBNP]. This new model was computed as (1 × SBP < 90 mmHg) + (2 × WBC > 9.2 × 10(9)/L) + (1 × HCT ≤ 0.407) + (2 × TBIL > 34.2 μmol/L) + (2 × eGFR < 15 ml/min/1.73 m(2)) + (1 × NTproBNP ≥ 10728.9 ng/ml). The C statistic for the new score was 0.758 (95% CI 0.667–0.838) higher than APACHE II, AHEAD and ADHERE score. It also demonstrated good calibration for detecting high-risk patients in the validation cohort (χ(2) = 6.681, p = 0.463). CONCLUSIONS: The new score including SBP, WBC, HCT, TBIL, eGFR and NT-proBNP might be used to predict short-term prognosis of Chinese critically-ill ADHF patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-021-02041-2. |
format | Online Article Text |
id | pubmed-8094523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80945232021-05-04 A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure Mo, Ran Yu, Li-tian Tan, Hui-qiong Wang, Yang Yang, Yan-min Liang, Yan Zhu, Jun BMC Cardiovasc Disord Research BACKGROUND: Acute decompensated heart failure (ADHF) contributes millions of emergency department (ED) visits and it is associated with high in-hospital mortality. The aim of this study was to develop and validate a multiparametric score for critically-ill ADHF patients. METHODS: In this single-center, retrospective study, a total of 1268 ADHF patients in China were enrolled and divided into derivation (n = 1014) and validation (n = 254) cohorts. The primary endpoint was any in-hospital death, cardiac arrest or utilization of mechanical support devices. Logistic regression model was preformed to identify risk factors and build the new scoring system. The assigning point of each parameter was determined according to its β coefficient. The discrimination was validated internally using C statistic and calibration was evaluated by the Hosmer-Lemeshow goodness-of-fit test. RESULTS: We constructed a predictive score based on six significant risk factors [systolic blood pressure (SBP), white blood cell (WBC) count, hematocrit (HCT), total bilirubin (TBIL), estimated glomerular filtration rate (eGFR) and NT-proBNP]. This new model was computed as (1 × SBP < 90 mmHg) + (2 × WBC > 9.2 × 10(9)/L) + (1 × HCT ≤ 0.407) + (2 × TBIL > 34.2 μmol/L) + (2 × eGFR < 15 ml/min/1.73 m(2)) + (1 × NTproBNP ≥ 10728.9 ng/ml). The C statistic for the new score was 0.758 (95% CI 0.667–0.838) higher than APACHE II, AHEAD and ADHERE score. It also demonstrated good calibration for detecting high-risk patients in the validation cohort (χ(2) = 6.681, p = 0.463). CONCLUSIONS: The new score including SBP, WBC, HCT, TBIL, eGFR and NT-proBNP might be used to predict short-term prognosis of Chinese critically-ill ADHF patients. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12872-021-02041-2. BioMed Central 2021-05-04 /pmc/articles/PMC8094523/ /pubmed/33947350 http://dx.doi.org/10.1186/s12872-021-02041-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (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 Mo, Ran Yu, Li-tian Tan, Hui-qiong Wang, Yang Yang, Yan-min Liang, Yan Zhu, Jun A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure |
title | A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure |
title_full | A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure |
title_fullStr | A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure |
title_full_unstemmed | A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure |
title_short | A new scoring system for predicting short‐term outcomes in Chinese patients with critically‐ill acute decompensated heart failure |
title_sort | new scoring system for predicting short‐term outcomes in chinese patients with critically‐ill acute decompensated heart failure |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8094523/ https://www.ncbi.nlm.nih.gov/pubmed/33947350 http://dx.doi.org/10.1186/s12872-021-02041-2 |
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