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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...

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Autores principales: Chen, Huan, Li, Jun, Yan, Shanshan, Sun, Hui, Tan, Chuyi, Liu, Meidong, Liu, Ke, Zhang, Huali, Zou, Mingxiang, Xiao, Xianzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
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.
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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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