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Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China
Outbreaks of hand, foot and mouth disease (HFMD) have increased recently, as has the case fatality rate in severe cases. No scoring system currently exists to predict mortality risk for severe HFMD in previous study. We retrospectively collected laboratory parameters for 546 patients with severe HFM...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5469765/ https://www.ncbi.nlm.nih.gov/pubmed/28611398 http://dx.doi.org/10.1038/s41598-017-02658-4 |
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author | Qiu, Jun Lu, Xiulan Liu, Xiao Zang, Ping Zhao, Wenjiao Liu, Pingping Xiao, Zhenghui |
author_facet | Qiu, Jun Lu, Xiulan Liu, Xiao Zang, Ping Zhao, Wenjiao Liu, Pingping Xiao, Zhenghui |
author_sort | Qiu, Jun |
collection | PubMed |
description | Outbreaks of hand, foot and mouth disease (HFMD) have increased recently, as has the case fatality rate in severe cases. No scoring system currently exists to predict mortality risk for severe HFMD in previous study. We retrospectively collected laboratory parameters for 546 patients with severe HFMD (a derivation and a validation cohort) at Hunan Children’s Hospitals between January 2012 and December 2014. We developed a mortality risk score comprising four laboratory parameters: blood glucose (GLU), white blood cells (WBC), lactate (LAC), and N-terminal-probrain natriuretic peptide (NT-proBNP). Using an “optimal” cutoff score of 4, the sensitivity, specificity, positive predictive value and negative predictive value was 88.00%, 96.14%, 62.86% and 99.08%, respectively, in the derivation cohort. Among severe HFMD patients with low- and high-risk scores in the validation cohort, case fatality rates were 1.49% and 74.07%, respectively. According to the “optimal” cut-off in the derivation cohort, the sensitivity, specificity, positive predictive value, and negative predictive value were 80.95%, 93.83%, 62.96% and 97.44%, respectively, in the derivation cohort. The mortality risk score demonstrated good discrimination (AUC > 0.9) and calibration (P > 0.05) in both cohorts. The mortality risk score, comprising WBC, GLU, LAC and NT-proBNP, has been demonstrated good discrimination and calibration in the both cohorts. |
format | Online Article Text |
id | pubmed-5469765 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-54697652017-06-19 Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China Qiu, Jun Lu, Xiulan Liu, Xiao Zang, Ping Zhao, Wenjiao Liu, Pingping Xiao, Zhenghui Sci Rep Article Outbreaks of hand, foot and mouth disease (HFMD) have increased recently, as has the case fatality rate in severe cases. No scoring system currently exists to predict mortality risk for severe HFMD in previous study. We retrospectively collected laboratory parameters for 546 patients with severe HFMD (a derivation and a validation cohort) at Hunan Children’s Hospitals between January 2012 and December 2014. We developed a mortality risk score comprising four laboratory parameters: blood glucose (GLU), white blood cells (WBC), lactate (LAC), and N-terminal-probrain natriuretic peptide (NT-proBNP). Using an “optimal” cutoff score of 4, the sensitivity, specificity, positive predictive value and negative predictive value was 88.00%, 96.14%, 62.86% and 99.08%, respectively, in the derivation cohort. Among severe HFMD patients with low- and high-risk scores in the validation cohort, case fatality rates were 1.49% and 74.07%, respectively. According to the “optimal” cut-off in the derivation cohort, the sensitivity, specificity, positive predictive value, and negative predictive value were 80.95%, 93.83%, 62.96% and 97.44%, respectively, in the derivation cohort. The mortality risk score demonstrated good discrimination (AUC > 0.9) and calibration (P > 0.05) in both cohorts. The mortality risk score, comprising WBC, GLU, LAC and NT-proBNP, has been demonstrated good discrimination and calibration in the both cohorts. Nature Publishing Group UK 2017-06-13 /pmc/articles/PMC5469765/ /pubmed/28611398 http://dx.doi.org/10.1038/s41598-017-02658-4 Text en © The Author(s) 2017 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Qiu, Jun Lu, Xiulan Liu, Xiao Zang, Ping Zhao, Wenjiao Liu, Pingping Xiao, Zhenghui Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China |
title | Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China |
title_full | Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China |
title_fullStr | Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China |
title_full_unstemmed | Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China |
title_short | Derivation and Validation of a Mortality Risk Score for Severe Hand, Foot and Mouth Disease in China |
title_sort | derivation and validation of a mortality risk score for severe hand, foot and mouth disease in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5469765/ https://www.ncbi.nlm.nih.gov/pubmed/28611398 http://dx.doi.org/10.1038/s41598-017-02658-4 |
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