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Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children

BACKGROUND AND PURPOSE: Successful outcomes from bacterial meningitis require rapid antibiotic treatment; however, unnecessary treatment of viral meningitis may lead to increased toxicities and expense. Thus, improved diagnostics are required to maximize treatment and minimize side effects and cost....

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Autores principales: Huy, Nguyen Tien, Thao, Nguyen Thanh Hong, Tuan, Nguyen Anh, Khiem, Nguyen Tuan, Moore, Christopher C., Thi Ngoc Diep, Doan, Hirayama, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3508924/
https://www.ncbi.nlm.nih.gov/pubmed/23209715
http://dx.doi.org/10.1371/journal.pone.0050341
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author Huy, Nguyen Tien
Thao, Nguyen Thanh Hong
Tuan, Nguyen Anh
Khiem, Nguyen Tuan
Moore, Christopher C.
Thi Ngoc Diep, Doan
Hirayama, Kenji
author_facet Huy, Nguyen Tien
Thao, Nguyen Thanh Hong
Tuan, Nguyen Anh
Khiem, Nguyen Tuan
Moore, Christopher C.
Thi Ngoc Diep, Doan
Hirayama, Kenji
author_sort Huy, Nguyen Tien
collection PubMed
description BACKGROUND AND PURPOSE: Successful outcomes from bacterial meningitis require rapid antibiotic treatment; however, unnecessary treatment of viral meningitis may lead to increased toxicities and expense. Thus, improved diagnostics are required to maximize treatment and minimize side effects and cost. Thirteen clinical decision rules have been reported to identify bacterial from viral meningitis. However, few rules have been tested and compared in a single study, while several rules are yet to be tested by independent researchers or in pediatric populations. Thus, simultaneous test and comparison of these rules are required to enable clinicians to select an optimal diagnostic rule for bacterial meningitis in settings and populations similar to ours. METHODS: A retrospective cross-sectional study was conducted at the Infectious Department of Pediatric Hospital Number 1, Ho Chi Minh City, Vietnam. The performance of the clinical rules was evaluated by area under a receiver operating characteristic curve (ROC-AUC) using the method of DeLong and McNemar test for specificity comparison. RESULTS: Our study included 129 patients, of whom 80 had bacterial meningitis and 49 had presumed viral meningitis. Spanos's rule had the highest AUC at 0.938 but was not significantly greater than other rules. No rule provided 100% sensitivity with a specificity higher than 50%. Based on our calculation of theoretical sensitivity and specificity, we suggest that a perfect rule requires at least four independent variables that posses both sensitivity and specificity higher than 85–90%. CONCLUSIONS: No clinical decision rules provided an acceptable specificity (>50%) with 100% sensitivity when applying our data set in children. More studies in Vietnam and developing countries are required to develop and/or validate clinical rules and more very good biomarkers are required to develop such a perfect rule.
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spelling pubmed-35089242012-12-03 Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children Huy, Nguyen Tien Thao, Nguyen Thanh Hong Tuan, Nguyen Anh Khiem, Nguyen Tuan Moore, Christopher C. Thi Ngoc Diep, Doan Hirayama, Kenji PLoS One Research Article BACKGROUND AND PURPOSE: Successful outcomes from bacterial meningitis require rapid antibiotic treatment; however, unnecessary treatment of viral meningitis may lead to increased toxicities and expense. Thus, improved diagnostics are required to maximize treatment and minimize side effects and cost. Thirteen clinical decision rules have been reported to identify bacterial from viral meningitis. However, few rules have been tested and compared in a single study, while several rules are yet to be tested by independent researchers or in pediatric populations. Thus, simultaneous test and comparison of these rules are required to enable clinicians to select an optimal diagnostic rule for bacterial meningitis in settings and populations similar to ours. METHODS: A retrospective cross-sectional study was conducted at the Infectious Department of Pediatric Hospital Number 1, Ho Chi Minh City, Vietnam. The performance of the clinical rules was evaluated by area under a receiver operating characteristic curve (ROC-AUC) using the method of DeLong and McNemar test for specificity comparison. RESULTS: Our study included 129 patients, of whom 80 had bacterial meningitis and 49 had presumed viral meningitis. Spanos's rule had the highest AUC at 0.938 but was not significantly greater than other rules. No rule provided 100% sensitivity with a specificity higher than 50%. Based on our calculation of theoretical sensitivity and specificity, we suggest that a perfect rule requires at least four independent variables that posses both sensitivity and specificity higher than 85–90%. CONCLUSIONS: No clinical decision rules provided an acceptable specificity (>50%) with 100% sensitivity when applying our data set in children. More studies in Vietnam and developing countries are required to develop and/or validate clinical rules and more very good biomarkers are required to develop such a perfect rule. Public Library of Science 2012-11-28 /pmc/articles/PMC3508924/ /pubmed/23209715 http://dx.doi.org/10.1371/journal.pone.0050341 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Huy, Nguyen Tien
Thao, Nguyen Thanh Hong
Tuan, Nguyen Anh
Khiem, Nguyen Tuan
Moore, Christopher C.
Thi Ngoc Diep, Doan
Hirayama, Kenji
Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children
title Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children
title_full Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children
title_fullStr Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children
title_full_unstemmed Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children
title_short Performance of Thirteen Clinical Rules to Distinguish Bacterial and Presumed Viral Meningitis in Vietnamese Children
title_sort performance of thirteen clinical rules to distinguish bacterial and presumed viral meningitis in vietnamese children
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3508924/
https://www.ncbi.nlm.nih.gov/pubmed/23209715
http://dx.doi.org/10.1371/journal.pone.0050341
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