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Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens
The burden of meningitis in low-and-middle-income countries remains significant, but the infectious causes remain largely unknown, impeding institution of evidence-based treatment and prevention decisions. We conducted a validation and application study of unbiased metagenomic next-generation sequen...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Microbiology
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6918088/ https://www.ncbi.nlm.nih.gov/pubmed/31848287 http://dx.doi.org/10.1128/mBio.02877-19 |
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author | Saha, Senjuti Ramesh, Akshaya Kalantar, Katrina Malaker, Roly Hasanuzzaman, Md Khan, Lillian M. Mayday, Madeline Y. Sajib, M. S. I. Li, Lucy M. Langelier, Charles Rahman, Hafizur Crawford, Emily D. Tato, Cristina M. Islam, Maksuda Juan, Yun-Fang de Bourcy, Charles Dimitrov, Boris Wang, James Tang, Jennifer Sheu, Jonathan Egger, Rebecca De Carvalho, Tiago Rodrigues Wilson, Michael R. Saha, Samir K. DeRisi, Joseph L. |
author_facet | Saha, Senjuti Ramesh, Akshaya Kalantar, Katrina Malaker, Roly Hasanuzzaman, Md Khan, Lillian M. Mayday, Madeline Y. Sajib, M. S. I. Li, Lucy M. Langelier, Charles Rahman, Hafizur Crawford, Emily D. Tato, Cristina M. Islam, Maksuda Juan, Yun-Fang de Bourcy, Charles Dimitrov, Boris Wang, James Tang, Jennifer Sheu, Jonathan Egger, Rebecca De Carvalho, Tiago Rodrigues Wilson, Michael R. Saha, Samir K. DeRisi, Joseph L. |
author_sort | Saha, Senjuti |
collection | PubMed |
description | The burden of meningitis in low-and-middle-income countries remains significant, but the infectious causes remain largely unknown, impeding institution of evidence-based treatment and prevention decisions. We conducted a validation and application study of unbiased metagenomic next-generation sequencing (mNGS) to elucidate etiologies of meningitis in Bangladesh. This RNA mNGS study was performed on cerebrospinal fluid (CSF) specimens from patients admitted in the largest pediatric hospital, a World Health Organization sentinel site, with known neurologic infections (n = 36), with idiopathic meningitis (n = 25), and with no infection (n = 30), and six environmental samples, collected between 2012 and 2018. We used the IDseq bioinformatics pipeline and machine learning to identify potentially pathogenic microbes, which we then confirmed orthogonally and followed up through phone/home visits. In samples with known etiology and without infections, there was 83% concordance between mNGS and conventional testing. In idiopathic cases, mNGS identified a potential bacterial or viral etiology in 40%. There were three instances of neuroinvasive Chikungunya virus (CHIKV), whose genomes were >99% identical to each other and to a Bangladeshi strain only previously recognized to cause febrile illness in 2017. CHIKV-specific qPCR of all remaining stored CSF samples from children who presented with idiopathic meningitis in 2017 (n = 472) revealed 17 additional CHIKV meningitis cases, exposing an unrecognized meningitis outbreak. Orthogonal molecular confirmation, case-based clinical data, and patient follow-up substantiated the findings. Case-control CSF mNGS surveys can complement conventional diagnostic methods to identify etiologies of meningitis, conduct surveillance, and predict outbreaks. The improved patient- and population-level data can inform evidence-based policy decisions. |
format | Online Article Text |
id | pubmed-6918088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-69180882019-12-23 Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens Saha, Senjuti Ramesh, Akshaya Kalantar, Katrina Malaker, Roly Hasanuzzaman, Md Khan, Lillian M. Mayday, Madeline Y. Sajib, M. S. I. Li, Lucy M. Langelier, Charles Rahman, Hafizur Crawford, Emily D. Tato, Cristina M. Islam, Maksuda Juan, Yun-Fang de Bourcy, Charles Dimitrov, Boris Wang, James Tang, Jennifer Sheu, Jonathan Egger, Rebecca De Carvalho, Tiago Rodrigues Wilson, Michael R. Saha, Samir K. DeRisi, Joseph L. mBio Research Article The burden of meningitis in low-and-middle-income countries remains significant, but the infectious causes remain largely unknown, impeding institution of evidence-based treatment and prevention decisions. We conducted a validation and application study of unbiased metagenomic next-generation sequencing (mNGS) to elucidate etiologies of meningitis in Bangladesh. This RNA mNGS study was performed on cerebrospinal fluid (CSF) specimens from patients admitted in the largest pediatric hospital, a World Health Organization sentinel site, with known neurologic infections (n = 36), with idiopathic meningitis (n = 25), and with no infection (n = 30), and six environmental samples, collected between 2012 and 2018. We used the IDseq bioinformatics pipeline and machine learning to identify potentially pathogenic microbes, which we then confirmed orthogonally and followed up through phone/home visits. In samples with known etiology and without infections, there was 83% concordance between mNGS and conventional testing. In idiopathic cases, mNGS identified a potential bacterial or viral etiology in 40%. There were three instances of neuroinvasive Chikungunya virus (CHIKV), whose genomes were >99% identical to each other and to a Bangladeshi strain only previously recognized to cause febrile illness in 2017. CHIKV-specific qPCR of all remaining stored CSF samples from children who presented with idiopathic meningitis in 2017 (n = 472) revealed 17 additional CHIKV meningitis cases, exposing an unrecognized meningitis outbreak. Orthogonal molecular confirmation, case-based clinical data, and patient follow-up substantiated the findings. Case-control CSF mNGS surveys can complement conventional diagnostic methods to identify etiologies of meningitis, conduct surveillance, and predict outbreaks. The improved patient- and population-level data can inform evidence-based policy decisions. American Society for Microbiology 2019-12-17 /pmc/articles/PMC6918088/ /pubmed/31848287 http://dx.doi.org/10.1128/mBio.02877-19 Text en Copyright © 2019 Saha et al. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Saha, Senjuti Ramesh, Akshaya Kalantar, Katrina Malaker, Roly Hasanuzzaman, Md Khan, Lillian M. Mayday, Madeline Y. Sajib, M. S. I. Li, Lucy M. Langelier, Charles Rahman, Hafizur Crawford, Emily D. Tato, Cristina M. Islam, Maksuda Juan, Yun-Fang de Bourcy, Charles Dimitrov, Boris Wang, James Tang, Jennifer Sheu, Jonathan Egger, Rebecca De Carvalho, Tiago Rodrigues Wilson, Michael R. Saha, Samir K. DeRisi, Joseph L. Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens |
title | Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens |
title_full | Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens |
title_fullStr | Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens |
title_full_unstemmed | Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens |
title_short | Unbiased Metagenomic Sequencing for Pediatric Meningitis in Bangladesh Reveals Neuroinvasive Chikungunya Virus Outbreak and Other Unrealized Pathogens |
title_sort | unbiased metagenomic sequencing for pediatric meningitis in bangladesh reveals neuroinvasive chikungunya virus outbreak and other unrealized pathogens |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6918088/ https://www.ncbi.nlm.nih.gov/pubmed/31848287 http://dx.doi.org/10.1128/mBio.02877-19 |
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