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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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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. |
format | Online Article Text |
id | pubmed-9443622 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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