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Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting

AIM: The aim of the present study is to compare the performance of 16S rRNA Nanopore sequencing and conventional culture in detecting infectious pathogens in patients with suspected meningitis in a resource-limited setting without extensive bioinformatics expertise. METHODS: DNA was isolated from th...

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Autores principales: Pallerla, Srinivas Reddy, Van Dong, Do, Linh, Le Thi Kieu, Van Son, Trinh, Quyen, Dao Thanh, Hoan, Phan Quoc, Trung, Ngo Tat, The, Nguyen Trong, Rüter, Jule, Boutin, Sébastien, Nurjadi, Dennis, Sy, Bui Tien, Kremsner, Peter G., Meyer, Christian G., Song, Le Huu, Velavan, Thirumalaisamy P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9443622/
https://www.ncbi.nlm.nih.gov/pubmed/36064402
http://dx.doi.org/10.1186/s12941-022-00530-6
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author Pallerla, Srinivas Reddy
Van Dong, Do
Linh, Le Thi Kieu
Van Son, Trinh
Quyen, Dao Thanh
Hoan, Phan Quoc
Trung, Ngo Tat
The, Nguyen Trong
Rüter, Jule
Boutin, Sébastien
Nurjadi, Dennis
Sy, Bui Tien
Kremsner, Peter G.
Meyer, Christian G.
Song, Le Huu
Velavan, Thirumalaisamy P.
author_facet Pallerla, Srinivas Reddy
Van Dong, Do
Linh, Le Thi Kieu
Van Son, Trinh
Quyen, Dao Thanh
Hoan, Phan Quoc
Trung, Ngo Tat
The, Nguyen Trong
Rüter, Jule
Boutin, Sébastien
Nurjadi, Dennis
Sy, Bui Tien
Kremsner, Peter G.
Meyer, Christian G.
Song, Le Huu
Velavan, Thirumalaisamy P.
author_sort Pallerla, Srinivas Reddy
collection PubMed
description AIM: The aim of the present study is to compare the performance of 16S rRNA Nanopore sequencing and conventional culture in detecting infectious pathogens in patients with suspected meningitis in a resource-limited setting without extensive bioinformatics expertise. METHODS: DNA was isolated from the cerebrospinal fluid (CSF) of 30 patients with suspected bacterial meningitis. The isolated DNA was subjected to 16S sequencing using MinION™. The data were analysed in real time via the EPI2ME cloud platform. The Nanopore sequencing was done in parallel to routine microbiological diagnostics. RESULTS: Nanopore sequencing detected bacterial pathogens to species level in 13 of 30 (43%) samples. CSF culture showed 40% (12/30) positivity. In 21 of 30 patients (70%) with suspected bacterial meningitis, both methods yielded concordant results. About nine of 30 samples showed discordant results, of these five were false positive and four were false negative. In five of the culture negative results, nanopore sequencing was able to detect pathogen genome, due to the higher sensitivity of the molecular diagnostics. In two other samples, the CSF culture revealed Cryptococcus neoformans and Streptococcus pneumoniae, which were not detected by Nanopore sequencing. Overall, using both the cultures and 16S Nanopore sequencing, positivity rate increased from 40% (12/30) to 57% (17/30). CONCLUSION: Next-generation sequencing could detect pathogens within six hours and could become an important tool for both pathogen screening and surveillance in low- and middle-income countries (LMICs) that do not have direct access to extensive bioinformatics expertise. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12941-022-00530-6.
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spelling pubmed-94436222022-09-06 Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting Pallerla, Srinivas Reddy Van Dong, Do Linh, Le Thi Kieu Van Son, Trinh Quyen, Dao Thanh Hoan, Phan Quoc Trung, Ngo Tat The, Nguyen Trong Rüter, Jule Boutin, Sébastien Nurjadi, Dennis Sy, Bui Tien Kremsner, Peter G. Meyer, Christian G. Song, Le Huu Velavan, Thirumalaisamy P. Ann Clin Microbiol Antimicrob Research AIM: The aim of the present study is to compare the performance of 16S rRNA Nanopore sequencing and conventional culture in detecting infectious pathogens in patients with suspected meningitis in a resource-limited setting without extensive bioinformatics expertise. METHODS: DNA was isolated from the cerebrospinal fluid (CSF) of 30 patients with suspected bacterial meningitis. The isolated DNA was subjected to 16S sequencing using MinION™. The data were analysed in real time via the EPI2ME cloud platform. The Nanopore sequencing was done in parallel to routine microbiological diagnostics. RESULTS: Nanopore sequencing detected bacterial pathogens to species level in 13 of 30 (43%) samples. CSF culture showed 40% (12/30) positivity. In 21 of 30 patients (70%) with suspected bacterial meningitis, both methods yielded concordant results. About nine of 30 samples showed discordant results, of these five were false positive and four were false negative. In five of the culture negative results, nanopore sequencing was able to detect pathogen genome, due to the higher sensitivity of the molecular diagnostics. In two other samples, the CSF culture revealed Cryptococcus neoformans and Streptococcus pneumoniae, which were not detected by Nanopore sequencing. Overall, using both the cultures and 16S Nanopore sequencing, positivity rate increased from 40% (12/30) to 57% (17/30). CONCLUSION: Next-generation sequencing could detect pathogens within six hours and could become an important tool for both pathogen screening and surveillance in low- and middle-income countries (LMICs) that do not have direct access to extensive bioinformatics expertise. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12941-022-00530-6. BioMed Central 2022-09-05 /pmc/articles/PMC9443622/ /pubmed/36064402 http://dx.doi.org/10.1186/s12941-022-00530-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Pallerla, Srinivas Reddy
Van Dong, Do
Linh, Le Thi Kieu
Van Son, Trinh
Quyen, Dao Thanh
Hoan, Phan Quoc
Trung, Ngo Tat
The, Nguyen Trong
Rüter, Jule
Boutin, Sébastien
Nurjadi, Dennis
Sy, Bui Tien
Kremsner, Peter G.
Meyer, Christian G.
Song, Le Huu
Velavan, Thirumalaisamy P.
Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting
title Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting
title_full Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting
title_fullStr Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting
title_full_unstemmed Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting
title_short Diagnosis of pathogens causing bacterial meningitis using Nanopore sequencing in a resource-limited setting
title_sort diagnosis of pathogens causing bacterial meningitis using nanopore sequencing in a resource-limited setting
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9443622/
https://www.ncbi.nlm.nih.gov/pubmed/36064402
http://dx.doi.org/10.1186/s12941-022-00530-6
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