Cargando…

Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis

BACKGROUND: Tuberculous meningitis (TBM) is a severe form of extrapulmonary tuberculosis and its early diagnosis is very difficult leading to present with severe disability or die. The current study aimed to assess the accuracy of metagenomic next generation sequencing (mNGS) for TBM, and to identif...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Guocan, Zhao, Wuchen, Shen, Yanqin, Zhu, Pengfei, Zheng, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7707562/
https://www.ncbi.nlm.nih.gov/pubmed/33259541
http://dx.doi.org/10.1371/journal.pone.0243161
_version_ 1783617376235814912
author Yu, Guocan
Zhao, Wuchen
Shen, Yanqin
Zhu, Pengfei
Zheng, Hong
author_facet Yu, Guocan
Zhao, Wuchen
Shen, Yanqin
Zhu, Pengfei
Zheng, Hong
author_sort Yu, Guocan
collection PubMed
description BACKGROUND: Tuberculous meningitis (TBM) is a severe form of extrapulmonary tuberculosis and its early diagnosis is very difficult leading to present with severe disability or die. The current study aimed to assess the accuracy of metagenomic next generation sequencing (mNGS) for TBM, and to identify a new test for the early diagnosis of TBM. METHODS: We searched for articles published in Embase, PubMed, Cochrane Library, China National Knowledge Infrastructure, and Wanfang Data up to June 30, 2020 for studies that assessed the efficacy of mNGS for the diagnosis of TBM. Then, the accuracy between mNGS and a composite reference standard (CRS) in these articles was compared using the meta-analysis approach. RESULTS: Four independent studies with 342 samples comparing mNGS and a CRS were included in this study. The sensitivity of mNGS for TBM diagnosis ranged from 27% to 84%. The combined sensitivity of mNGS was 61%, and the I(2) value was 92%. Moreover, the specificity of mNGS for TBM diagnosis ranged from 96% to 100%. The combined specificity of mNGS was 98%, and the I(2) value was 74%. The heterogeneity between studies in terms of sensitivity and specificity was significant. The area under the curve (AUC) of the summary receiver operating characteristic curve (SROC) of mNGS for TBM was 0.98. CONCLUSIONS: The sensitivity of mNGS for TBM diagnosis was moderate. Furthermore, the specificity was extremely high, and the AUC of the SROC indicated a very good diagnostic efficacy. mNGS could be used as an early diagnostic method for TBM, however, the results should be treated with caution for the heterogeneity between studies was extremely significant. SYSTEMATIC REVIEW REGISTRATION: INPLASY202070100.
format Online
Article
Text
id pubmed-7707562
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-77075622020-12-08 Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis Yu, Guocan Zhao, Wuchen Shen, Yanqin Zhu, Pengfei Zheng, Hong PLoS One Research Article BACKGROUND: Tuberculous meningitis (TBM) is a severe form of extrapulmonary tuberculosis and its early diagnosis is very difficult leading to present with severe disability or die. The current study aimed to assess the accuracy of metagenomic next generation sequencing (mNGS) for TBM, and to identify a new test for the early diagnosis of TBM. METHODS: We searched for articles published in Embase, PubMed, Cochrane Library, China National Knowledge Infrastructure, and Wanfang Data up to June 30, 2020 for studies that assessed the efficacy of mNGS for the diagnosis of TBM. Then, the accuracy between mNGS and a composite reference standard (CRS) in these articles was compared using the meta-analysis approach. RESULTS: Four independent studies with 342 samples comparing mNGS and a CRS were included in this study. The sensitivity of mNGS for TBM diagnosis ranged from 27% to 84%. The combined sensitivity of mNGS was 61%, and the I(2) value was 92%. Moreover, the specificity of mNGS for TBM diagnosis ranged from 96% to 100%. The combined specificity of mNGS was 98%, and the I(2) value was 74%. The heterogeneity between studies in terms of sensitivity and specificity was significant. The area under the curve (AUC) of the summary receiver operating characteristic curve (SROC) of mNGS for TBM was 0.98. CONCLUSIONS: The sensitivity of mNGS for TBM diagnosis was moderate. Furthermore, the specificity was extremely high, and the AUC of the SROC indicated a very good diagnostic efficacy. mNGS could be used as an early diagnostic method for TBM, however, the results should be treated with caution for the heterogeneity between studies was extremely significant. SYSTEMATIC REVIEW REGISTRATION: INPLASY202070100. Public Library of Science 2020-12-01 /pmc/articles/PMC7707562/ /pubmed/33259541 http://dx.doi.org/10.1371/journal.pone.0243161 Text en © 2020 Yu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Yu, Guocan
Zhao, Wuchen
Shen, Yanqin
Zhu, Pengfei
Zheng, Hong
Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis
title Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis
title_full Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis
title_fullStr Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis
title_full_unstemmed Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis
title_short Metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: A systematic review and meta-analysis
title_sort metagenomic next generation sequencing for the diagnosis of tuberculosis meningitis: a systematic review and meta-analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7707562/
https://www.ncbi.nlm.nih.gov/pubmed/33259541
http://dx.doi.org/10.1371/journal.pone.0243161
work_keys_str_mv AT yuguocan metagenomicnextgenerationsequencingforthediagnosisoftuberculosismeningitisasystematicreviewandmetaanalysis
AT zhaowuchen metagenomicnextgenerationsequencingforthediagnosisoftuberculosismeningitisasystematicreviewandmetaanalysis
AT shenyanqin metagenomicnextgenerationsequencingforthediagnosisoftuberculosismeningitisasystematicreviewandmetaanalysis
AT zhupengfei metagenomicnextgenerationsequencingforthediagnosisoftuberculosismeningitisasystematicreviewandmetaanalysis
AT zhenghong metagenomicnextgenerationsequencingforthediagnosisoftuberculosismeningitisasystematicreviewandmetaanalysis