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Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections
BACKGROUND: Infantile central nervous system infections (CNSIs) can be life-threatening and cause severe sequelae. However, the causative microorganism remains unknown in >40% of patients with aseptic infections. This study aimed to analyze the metagenome for detection of pathogens and the transc...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587384/ https://www.ncbi.nlm.nih.gov/pubmed/36299531 http://dx.doi.org/10.1093/ofid/ofac504 |
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author | Horiba, Kazuhiro Torii, Yuka Aizawa, Yuta Yamaguchi, Makoto Haruta, Kazunori Okumura, Toshihiko Suzuki, Takako Kawano, Yoshihiko Kawada, Jun-ichi Hara, Shinya Saitoh, Akihiko Giske, Christian G Ogi, Tomoo Ito, Yoshinori |
author_facet | Horiba, Kazuhiro Torii, Yuka Aizawa, Yuta Yamaguchi, Makoto Haruta, Kazunori Okumura, Toshihiko Suzuki, Takako Kawano, Yoshihiko Kawada, Jun-ichi Hara, Shinya Saitoh, Akihiko Giske, Christian G Ogi, Tomoo Ito, Yoshinori |
author_sort | Horiba, Kazuhiro |
collection | PubMed |
description | BACKGROUND: Infantile central nervous system infections (CNSIs) can be life-threatening and cause severe sequelae. However, the causative microorganism remains unknown in >40% of patients with aseptic infections. This study aimed to analyze the metagenome for detection of pathogens and the transcriptome for host immune responses during infection in a single cerebrospinal fluid (CSF) sample using 2 different next-generation sequencing (NGS) platforms, Nanopore and Illumina. METHODS: Twenty-eight CNSIs patients (<12 months) were enrolled, and 49 clinical samples (28 CSF and 21 blood) were collected. The DNA extracted from all 49 samples was sequenced using the Illumina sequencer for the detection of pathogens. Extracted RNA was obtained in sufficient quantities from 23 CSF samples and subjected to sequencing on both Nanopore and Illumina platforms. Human-derived reads subtracted during pathogen detection were used for host transcriptomic analysis from both Nanopore and Illumina sequencing. RESULTS: RNA metagenomic sequencing using both sequencing platforms revealed putative viral pathogens in 10 cases. DNA sequencing using the Illumina sequencer detected 2 pathogens. The results of Nanopore and Illumina RNA sequencing were consistent; however, the mapping coverage and depth to the detected pathogen genome of Nanopore RNA sequencing were greater than those of Illumina. Host transcriptomic analysis of Nanopore sequencing revealed highly expressed genes related to the antiviral roles of innate immunity from pathogen-identified cases. CONCLUSIONS: The use of Nanopore RNA sequencing for metagenomic diagnostics of CSF samples should help to elucidate both pathogens and host immune responses of CNSI and could shed light on the pathogenesis of these infections. |
format | Online Article Text |
id | pubmed-9587384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-95873842022-10-25 Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections Horiba, Kazuhiro Torii, Yuka Aizawa, Yuta Yamaguchi, Makoto Haruta, Kazunori Okumura, Toshihiko Suzuki, Takako Kawano, Yoshihiko Kawada, Jun-ichi Hara, Shinya Saitoh, Akihiko Giske, Christian G Ogi, Tomoo Ito, Yoshinori Open Forum Infect Dis Major Article BACKGROUND: Infantile central nervous system infections (CNSIs) can be life-threatening and cause severe sequelae. However, the causative microorganism remains unknown in >40% of patients with aseptic infections. This study aimed to analyze the metagenome for detection of pathogens and the transcriptome for host immune responses during infection in a single cerebrospinal fluid (CSF) sample using 2 different next-generation sequencing (NGS) platforms, Nanopore and Illumina. METHODS: Twenty-eight CNSIs patients (<12 months) were enrolled, and 49 clinical samples (28 CSF and 21 blood) were collected. The DNA extracted from all 49 samples was sequenced using the Illumina sequencer for the detection of pathogens. Extracted RNA was obtained in sufficient quantities from 23 CSF samples and subjected to sequencing on both Nanopore and Illumina platforms. Human-derived reads subtracted during pathogen detection were used for host transcriptomic analysis from both Nanopore and Illumina sequencing. RESULTS: RNA metagenomic sequencing using both sequencing platforms revealed putative viral pathogens in 10 cases. DNA sequencing using the Illumina sequencer detected 2 pathogens. The results of Nanopore and Illumina RNA sequencing were consistent; however, the mapping coverage and depth to the detected pathogen genome of Nanopore RNA sequencing were greater than those of Illumina. Host transcriptomic analysis of Nanopore sequencing revealed highly expressed genes related to the antiviral roles of innate immunity from pathogen-identified cases. CONCLUSIONS: The use of Nanopore RNA sequencing for metagenomic diagnostics of CSF samples should help to elucidate both pathogens and host immune responses of CNSI and could shed light on the pathogenesis of these infections. Oxford University Press 2022-09-30 /pmc/articles/PMC9587384/ /pubmed/36299531 http://dx.doi.org/10.1093/ofid/ofac504 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Infectious Diseases Society of America. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Major Article Horiba, Kazuhiro Torii, Yuka Aizawa, Yuta Yamaguchi, Makoto Haruta, Kazunori Okumura, Toshihiko Suzuki, Takako Kawano, Yoshihiko Kawada, Jun-ichi Hara, Shinya Saitoh, Akihiko Giske, Christian G Ogi, Tomoo Ito, Yoshinori Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections |
title | Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections |
title_full | Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections |
title_fullStr | Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections |
title_full_unstemmed | Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections |
title_short | Performance of Nanopore and Illumina Metagenomic Sequencing for Pathogen Detection and Transcriptome Analysis in Infantile Central Nervous System Infections |
title_sort | performance of nanopore and illumina metagenomic sequencing for pathogen detection and transcriptome analysis in infantile central nervous system infections |
topic | Major Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587384/ https://www.ncbi.nlm.nih.gov/pubmed/36299531 http://dx.doi.org/10.1093/ofid/ofac504 |
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