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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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