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Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients
PURPOSE: The Quick Sequential Organ Failure Assessment (qSOFA) score proposed by Sepsis-3 as a sepsis screening tool has shown suboptimal accuracy. Heparin-binding protein (HBP) has been shown to identify early sepsis with high accuracy. Herein, we aim to investigate whether or not HBP improves the...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9402998/ https://www.ncbi.nlm.nih.gov/pubmed/36035420 http://dx.doi.org/10.3389/fmed.2022.926798 |
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author | Han, Xiaotong Dou, Qingli Zhu, Yimin Ling, Peng Shen, Yi-Hsuan Liu, Jiangping Zhang, Zhongwei Zhou, Yucheng Fan, Maiying Huang, Sih-Shiang Lee, Chien-Chang |
author_facet | Han, Xiaotong Dou, Qingli Zhu, Yimin Ling, Peng Shen, Yi-Hsuan Liu, Jiangping Zhang, Zhongwei Zhou, Yucheng Fan, Maiying Huang, Sih-Shiang Lee, Chien-Chang |
author_sort | Han, Xiaotong |
collection | PubMed |
description | PURPOSE: The Quick Sequential Organ Failure Assessment (qSOFA) score proposed by Sepsis-3 as a sepsis screening tool has shown suboptimal accuracy. Heparin-binding protein (HBP) has been shown to identify early sepsis with high accuracy. Herein, we aim to investigate whether or not HBP improves the model performance of qSOFA. METHODS: We conducted a multicenter prospective observational study of 794 adult patients who presented to the emergency department (ED) with presumed sepsis between 2018 and 2019. For each participant, serum HBP levels were measured and the hospital course was followed. The qSOFA score was used as the comparator. The data was split into a training dataset (n = 556) and a validation dataset (n = 238). The primary endpoint was 30-day all-cause mortality. RESULTS: Compared with survivors, non-survivors had significantly higher serum HBP levels (median: 71.5 ng/mL vs 209.5 ng/mL, p < 0.001). Serum level of HBP weakly correlated with qSOFA class (r(2) = 0.240, p < 0.001). Compared with the qSOFA model alone, the addition of admission HBP level to the qSOFA model significantly improved 30-day mortality discrimination (AUC, 0.70 vs. 0.80; P < 0.001), net reclassification improvement [26% (CI, 17–35%); P < 0.001], and integrated discrimination improvement [12% (CI, 9–14%); P < 0.001]. Addition of C-reactive protein (CRP) level or neutrophil-to-lymphocyte ratio (NLR) to qSOFA did not improve its performance. A web-based mortality risk prediction calculator was created to facilitate clinical implementation. CONCLUSION: This study confirms the value of combining qSOFA and HBP in predicting sepsis mortality. The web calculator provides a user-friendly tool for clinical implementation. Further validation in different patient populations is needed before widespread application of this prediction model. |
format | Online Article Text |
id | pubmed-9402998 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94029982022-08-26 Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients Han, Xiaotong Dou, Qingli Zhu, Yimin Ling, Peng Shen, Yi-Hsuan Liu, Jiangping Zhang, Zhongwei Zhou, Yucheng Fan, Maiying Huang, Sih-Shiang Lee, Chien-Chang Front Med (Lausanne) Medicine PURPOSE: The Quick Sequential Organ Failure Assessment (qSOFA) score proposed by Sepsis-3 as a sepsis screening tool has shown suboptimal accuracy. Heparin-binding protein (HBP) has been shown to identify early sepsis with high accuracy. Herein, we aim to investigate whether or not HBP improves the model performance of qSOFA. METHODS: We conducted a multicenter prospective observational study of 794 adult patients who presented to the emergency department (ED) with presumed sepsis between 2018 and 2019. For each participant, serum HBP levels were measured and the hospital course was followed. The qSOFA score was used as the comparator. The data was split into a training dataset (n = 556) and a validation dataset (n = 238). The primary endpoint was 30-day all-cause mortality. RESULTS: Compared with survivors, non-survivors had significantly higher serum HBP levels (median: 71.5 ng/mL vs 209.5 ng/mL, p < 0.001). Serum level of HBP weakly correlated with qSOFA class (r(2) = 0.240, p < 0.001). Compared with the qSOFA model alone, the addition of admission HBP level to the qSOFA model significantly improved 30-day mortality discrimination (AUC, 0.70 vs. 0.80; P < 0.001), net reclassification improvement [26% (CI, 17–35%); P < 0.001], and integrated discrimination improvement [12% (CI, 9–14%); P < 0.001]. Addition of C-reactive protein (CRP) level or neutrophil-to-lymphocyte ratio (NLR) to qSOFA did not improve its performance. A web-based mortality risk prediction calculator was created to facilitate clinical implementation. CONCLUSION: This study confirms the value of combining qSOFA and HBP in predicting sepsis mortality. The web calculator provides a user-friendly tool for clinical implementation. Further validation in different patient populations is needed before widespread application of this prediction model. Frontiers Media S.A. 2022-08-11 /pmc/articles/PMC9402998/ /pubmed/36035420 http://dx.doi.org/10.3389/fmed.2022.926798 Text en Copyright © 2022 Han, Dou, Zhu, Ling, Shen, Liu, Zhang, Zhou, Fan, Huang and Lee. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Han, Xiaotong Dou, Qingli Zhu, Yimin Ling, Peng Shen, Yi-Hsuan Liu, Jiangping Zhang, Zhongwei Zhou, Yucheng Fan, Maiying Huang, Sih-Shiang Lee, Chien-Chang Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients |
title | Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients |
title_full | Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients |
title_fullStr | Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients |
title_full_unstemmed | Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients |
title_short | Heparin-binding protein-enhanced quick SOFA score improves mortality prediction in sepsis patients |
title_sort | heparin-binding protein-enhanced quick sofa score improves mortality prediction in sepsis patients |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9402998/ https://www.ncbi.nlm.nih.gov/pubmed/36035420 http://dx.doi.org/10.3389/fmed.2022.926798 |
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