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Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing
BACKGROUND: Aetiology detection is crucial in the diagnosis and treatment of ventilator-associated pneumonia (VAP). However, the detection method needs improvement. In this study, we used Nanopore sequencing to build a quick detection protocol and compared the efficiency of different methods for det...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665642/ https://www.ncbi.nlm.nih.gov/pubmed/34893078 http://dx.doi.org/10.1186/s12931-021-01909-3 |
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author | Wu, Nan Ranjan, Piyush Tao, Changyu Liu, Chao Yang, Ence He, Bei Erb-Downward, John R. Bo, Shining Zheng, Jiajia Guo, Chenxia Liu, Beibei Sun, Lina Yan, Wei Wang, Meng Wang, Wenting Wen, Jianing Yang, Ping Yang, Lin Tian, Qiaoshan Dickson, Robert P. Shen, Ning |
author_facet | Wu, Nan Ranjan, Piyush Tao, Changyu Liu, Chao Yang, Ence He, Bei Erb-Downward, John R. Bo, Shining Zheng, Jiajia Guo, Chenxia Liu, Beibei Sun, Lina Yan, Wei Wang, Meng Wang, Wenting Wen, Jianing Yang, Ping Yang, Lin Tian, Qiaoshan Dickson, Robert P. Shen, Ning |
author_sort | Wu, Nan |
collection | PubMed |
description | BACKGROUND: Aetiology detection is crucial in the diagnosis and treatment of ventilator-associated pneumonia (VAP). However, the detection method needs improvement. In this study, we used Nanopore sequencing to build a quick detection protocol and compared the efficiency of different methods for detecting 7 VAP pathogens. METHODS: The endotracheal aspirate (ETA) of 83 patients with suspected VAP from Peking University Third Hospital (PUTH) was collected, saponins were used to deplete host genomes, and PCR- or non-PCR-amplified library construction methods were used and compared. Sequence was performed with MinION equipment and local data analysis methods were used for sequencing and data analysis. RESULTS: Saponin depletion effectively removed 11 of 12 human genomes, while most pathogenic bacterial genome results showed no significant difference except for S. pneumoniae. Moreover, the average sequence time decreased from 19.6 h to 3.62 h. The non-PCR amplification method and PCR amplification method for library build has a similar average sensitivity (85.8% vs. 86.35%), but the non-PCR amplification method has a better average specificity (100% VS 91.15%), and required less time. The whole method takes 5–6 h from ETA extraction to pathogen classification. After analysing the 7 pathogens enrolled in our study, the average sensitivity of metagenomic sequencing was approximately 2.4 times higher than that of clinical culture (89.15% vs. 37.77%), and the average specificity was 98.8%. CONCLUSIONS: Using saponins to remove the human genome and a non-PCR amplification method to build libraries can be used for the identification of pathogens in the ETA of VAP patients within 6 h by MinION, which provides a new approach for the rapid identification of pathogens in clinical departments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-021-01909-3. |
format | Online Article Text |
id | pubmed-8665642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86656422021-12-13 Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing Wu, Nan Ranjan, Piyush Tao, Changyu Liu, Chao Yang, Ence He, Bei Erb-Downward, John R. Bo, Shining Zheng, Jiajia Guo, Chenxia Liu, Beibei Sun, Lina Yan, Wei Wang, Meng Wang, Wenting Wen, Jianing Yang, Ping Yang, Lin Tian, Qiaoshan Dickson, Robert P. Shen, Ning Respir Res Research BACKGROUND: Aetiology detection is crucial in the diagnosis and treatment of ventilator-associated pneumonia (VAP). However, the detection method needs improvement. In this study, we used Nanopore sequencing to build a quick detection protocol and compared the efficiency of different methods for detecting 7 VAP pathogens. METHODS: The endotracheal aspirate (ETA) of 83 patients with suspected VAP from Peking University Third Hospital (PUTH) was collected, saponins were used to deplete host genomes, and PCR- or non-PCR-amplified library construction methods were used and compared. Sequence was performed with MinION equipment and local data analysis methods were used for sequencing and data analysis. RESULTS: Saponin depletion effectively removed 11 of 12 human genomes, while most pathogenic bacterial genome results showed no significant difference except for S. pneumoniae. Moreover, the average sequence time decreased from 19.6 h to 3.62 h. The non-PCR amplification method and PCR amplification method for library build has a similar average sensitivity (85.8% vs. 86.35%), but the non-PCR amplification method has a better average specificity (100% VS 91.15%), and required less time. The whole method takes 5–6 h from ETA extraction to pathogen classification. After analysing the 7 pathogens enrolled in our study, the average sensitivity of metagenomic sequencing was approximately 2.4 times higher than that of clinical culture (89.15% vs. 37.77%), and the average specificity was 98.8%. CONCLUSIONS: Using saponins to remove the human genome and a non-PCR amplification method to build libraries can be used for the identification of pathogens in the ETA of VAP patients within 6 h by MinION, which provides a new approach for the rapid identification of pathogens in clinical departments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12931-021-01909-3. BioMed Central 2021-12-10 2021 /pmc/articles/PMC8665642/ /pubmed/34893078 http://dx.doi.org/10.1186/s12931-021-01909-3 Text en © The Author(s) 2021 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 Wu, Nan Ranjan, Piyush Tao, Changyu Liu, Chao Yang, Ence He, Bei Erb-Downward, John R. Bo, Shining Zheng, Jiajia Guo, Chenxia Liu, Beibei Sun, Lina Yan, Wei Wang, Meng Wang, Wenting Wen, Jianing Yang, Ping Yang, Lin Tian, Qiaoshan Dickson, Robert P. Shen, Ning Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing |
title | Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing |
title_full | Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing |
title_fullStr | Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing |
title_full_unstemmed | Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing |
title_short | Rapid identification of pathogens associated with ventilator-associated pneumonia by Nanopore sequencing |
title_sort | rapid identification of pathogens associated with ventilator-associated pneumonia by nanopore sequencing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665642/ https://www.ncbi.nlm.nih.gov/pubmed/34893078 http://dx.doi.org/10.1186/s12931-021-01909-3 |
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