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Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study
BACKGROUND: Early and accurate diagnosis of microorganism(s) is important to optimize antimicrobial therapy. Shotgun metagenomic sequencing technology, an unbiased and comprehensive method for pathogen identification, seems to potentially assist or even replace conventional microbiological methodolo...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253115/ https://www.ncbi.nlm.nih.gov/pubmed/34249516 http://dx.doi.org/10.7717/peerj.11699 |
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author | Chen, Huan Li, Jun Yan, Shanshan Sun, Hui Tan, Chuyi Liu, Meidong Liu, Ke Zhang, Huali Zou, Mingxiang Xiao, Xianzhong |
author_facet | Chen, Huan Li, Jun Yan, Shanshan Sun, Hui Tan, Chuyi Liu, Meidong Liu, Ke Zhang, Huali Zou, Mingxiang Xiao, Xianzhong |
author_sort | Chen, Huan |
collection | PubMed |
description | BACKGROUND: Early and accurate diagnosis of microorganism(s) is important to optimize antimicrobial therapy. Shotgun metagenomic sequencing technology, an unbiased and comprehensive method for pathogen identification, seems to potentially assist or even replace conventional microbiological methodology in the diagnosis of infectious diseases. However, evidence in clinical application of this platform is relatively limited. METHODS: To evaluate the capability of shotgun metagenomic sequencing technology in clinical practice, both shotgun metagenomic sequencing and conventional culture were performed in the PCR-positive body fluid specimens of 20 patients with suspected infection. The sequenced data were then analyzed for taxonomic identification of microbes and antibiotic resistance gene prediction using bioinformatics pipeline. RESULTS: Shotgun metagenomic sequencing results showed a concordance of 17/20 compared with culture results in bacterial detection, and a concordance of 20/20 compared with culture results in fungal detection. Besides, drug-resistant types annotated from antibiotic resistance genes showed much similarity with antibiotic classes identified by susceptibility tests, and more than half of the specimens had consistent drug types between shotgun metagenomic sequencing and culture results. CONCLUSIONS: Pathogen identification and antibiotic resistance gene prediction by shotgun metagenomic sequencing identification had the potential to diagnose microorganisms in infectious diseases, and it was especially helpful for multiple microbial co-infections and for the cases where standard culture approached failed to identify microorganisms. |
format | Online Article Text |
id | pubmed-8253115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82531152021-07-08 Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study Chen, Huan Li, Jun Yan, Shanshan Sun, Hui Tan, Chuyi Liu, Meidong Liu, Ke Zhang, Huali Zou, Mingxiang Xiao, Xianzhong PeerJ Microbiology BACKGROUND: Early and accurate diagnosis of microorganism(s) is important to optimize antimicrobial therapy. Shotgun metagenomic sequencing technology, an unbiased and comprehensive method for pathogen identification, seems to potentially assist or even replace conventional microbiological methodology in the diagnosis of infectious diseases. However, evidence in clinical application of this platform is relatively limited. METHODS: To evaluate the capability of shotgun metagenomic sequencing technology in clinical practice, both shotgun metagenomic sequencing and conventional culture were performed in the PCR-positive body fluid specimens of 20 patients with suspected infection. The sequenced data were then analyzed for taxonomic identification of microbes and antibiotic resistance gene prediction using bioinformatics pipeline. RESULTS: Shotgun metagenomic sequencing results showed a concordance of 17/20 compared with culture results in bacterial detection, and a concordance of 20/20 compared with culture results in fungal detection. Besides, drug-resistant types annotated from antibiotic resistance genes showed much similarity with antibiotic classes identified by susceptibility tests, and more than half of the specimens had consistent drug types between shotgun metagenomic sequencing and culture results. CONCLUSIONS: Pathogen identification and antibiotic resistance gene prediction by shotgun metagenomic sequencing identification had the potential to diagnose microorganisms in infectious diseases, and it was especially helpful for multiple microbial co-infections and for the cases where standard culture approached failed to identify microorganisms. PeerJ Inc. 2021-06-29 /pmc/articles/PMC8253115/ /pubmed/34249516 http://dx.doi.org/10.7717/peerj.11699 Text en © 2021 Chen et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Microbiology Chen, Huan Li, Jun Yan, Shanshan Sun, Hui Tan, Chuyi Liu, Meidong Liu, Ke Zhang, Huali Zou, Mingxiang Xiao, Xianzhong Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
title | Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
title_full | Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
title_fullStr | Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
title_full_unstemmed | Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
title_short | Identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
title_sort | identification of pathogen(s) in infectious diseases using shotgun metagenomic sequencing and conventional culture: a comparative study |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253115/ https://www.ncbi.nlm.nih.gov/pubmed/34249516 http://dx.doi.org/10.7717/peerj.11699 |
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