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A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?

BACKGROUND: The usefulness of metagenomic next-generation sequencing (mNGS) in identifying pathogens is being investigated. We aimed to compare the power of microbial identification between mNGS and various methods in patients with acute respiratory failure. METHODS: We reviewed 130 patients with re...

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Autores principales: Huang, Chunrong, Chen, Hong, Ding, Yongjie, Ma, Xiaolong, Zhu, Haixing, Zhang, Shengxiong, Du, Wei, Summah, Hanssa Dwarka, Shi, Guochao, Feng, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8522648/
https://www.ncbi.nlm.nih.gov/pubmed/34671569
http://dx.doi.org/10.3389/fcimb.2021.738074
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author Huang, Chunrong
Chen, Hong
Ding, Yongjie
Ma, Xiaolong
Zhu, Haixing
Zhang, Shengxiong
Du, Wei
Summah, Hanssa Dwarka
Shi, Guochao
Feng, Yun
author_facet Huang, Chunrong
Chen, Hong
Ding, Yongjie
Ma, Xiaolong
Zhu, Haixing
Zhang, Shengxiong
Du, Wei
Summah, Hanssa Dwarka
Shi, Guochao
Feng, Yun
author_sort Huang, Chunrong
collection PubMed
description BACKGROUND: The usefulness of metagenomic next-generation sequencing (mNGS) in identifying pathogens is being investigated. We aimed to compare the power of microbial identification between mNGS and various methods in patients with acute respiratory failure. METHODS: We reviewed 130 patients with respiratory failure, and 184 specimens including blood, bronchoalveolar lavage fluid (BALF), sputum, pleural effusion, ascitic fluid, and urine were tested by mNGS and conventional methods (culture, PCR). We also enrolled 13 patients to evaluate the power of mNGS and pathogen targets NGS (ptNGS) in microbial identifications. Clinical features and microbes detected were analyzed. RESULTS: mNGS outperformed the conventional method in the positive detection rate of Mycobacterium tuberculosis (MTB) (OR, ∞; 95% CI, 1–∞; P < 0.05), bacteria (OR, 3.7; 95% CI, 2.4–5.8; P < 0.0001), fungi (OR, 4.37; 95% CI, 2.7–7.2; P < 0.0001), mycoplasma (OR, 10.5; 95% CI, 31.8–115; P = 0.005), and virus (OR, ∞; 95% CI, 180.7–∞; P < 0.0001). We showed that 20 patients (28 samples) were detected with Pneumocystis jirovecii (P. jirovecii) by mNGS, but not by the conventional method, and most of those patients were immunocompromised. Read numbers of Klebsiella pneumoniae (K. pneumoniae), Acinetobacter baumannii (A. baumannii), Pseudomonas aeruginosa (P. aeruginosa), P. jirovecii, cytomegalovirus (CMV), and Herpes simplex virus 1 (HSV1) in BALF were higher than those in other sample types, and the read number of Candida albicans (C. albicans) in blood was higher than that in BALF. We found that orotracheal intubation and type 2 diabetes mellitus (T2DM) were associated with a higher detection rate of bacteria and virus by mNGS, immunosuppression was associated with a higher detection rate of fungi and virus by mNGS, and inflammatory markers were associated with mNGS-positive detection rate of bacteria. In addition, we observed preliminary results of ptNGS. CONCLUSION: mNGS outperformed the conventional method in the detection of MTB, bacteria, fungi, mycoplasma, and virus. Orotracheal intubation, T2DM, immunosuppression, and inflammatory markers were associated with a higher detection rate of bacteria, fungi, and virus by mNGS. In addition, ptNGS results were consistent with the detection of abundant bacteria, fungi, and mycoplasma in our specimens.
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spelling pubmed-85226482021-10-19 A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure? Huang, Chunrong Chen, Hong Ding, Yongjie Ma, Xiaolong Zhu, Haixing Zhang, Shengxiong Du, Wei Summah, Hanssa Dwarka Shi, Guochao Feng, Yun Front Cell Infect Microbiol Cellular and Infection Microbiology BACKGROUND: The usefulness of metagenomic next-generation sequencing (mNGS) in identifying pathogens is being investigated. We aimed to compare the power of microbial identification between mNGS and various methods in patients with acute respiratory failure. METHODS: We reviewed 130 patients with respiratory failure, and 184 specimens including blood, bronchoalveolar lavage fluid (BALF), sputum, pleural effusion, ascitic fluid, and urine were tested by mNGS and conventional methods (culture, PCR). We also enrolled 13 patients to evaluate the power of mNGS and pathogen targets NGS (ptNGS) in microbial identifications. Clinical features and microbes detected were analyzed. RESULTS: mNGS outperformed the conventional method in the positive detection rate of Mycobacterium tuberculosis (MTB) (OR, ∞; 95% CI, 1–∞; P < 0.05), bacteria (OR, 3.7; 95% CI, 2.4–5.8; P < 0.0001), fungi (OR, 4.37; 95% CI, 2.7–7.2; P < 0.0001), mycoplasma (OR, 10.5; 95% CI, 31.8–115; P = 0.005), and virus (OR, ∞; 95% CI, 180.7–∞; P < 0.0001). We showed that 20 patients (28 samples) were detected with Pneumocystis jirovecii (P. jirovecii) by mNGS, but not by the conventional method, and most of those patients were immunocompromised. Read numbers of Klebsiella pneumoniae (K. pneumoniae), Acinetobacter baumannii (A. baumannii), Pseudomonas aeruginosa (P. aeruginosa), P. jirovecii, cytomegalovirus (CMV), and Herpes simplex virus 1 (HSV1) in BALF were higher than those in other sample types, and the read number of Candida albicans (C. albicans) in blood was higher than that in BALF. We found that orotracheal intubation and type 2 diabetes mellitus (T2DM) were associated with a higher detection rate of bacteria and virus by mNGS, immunosuppression was associated with a higher detection rate of fungi and virus by mNGS, and inflammatory markers were associated with mNGS-positive detection rate of bacteria. In addition, we observed preliminary results of ptNGS. CONCLUSION: mNGS outperformed the conventional method in the detection of MTB, bacteria, fungi, mycoplasma, and virus. Orotracheal intubation, T2DM, immunosuppression, and inflammatory markers were associated with a higher detection rate of bacteria, fungi, and virus by mNGS. In addition, ptNGS results were consistent with the detection of abundant bacteria, fungi, and mycoplasma in our specimens. Frontiers Media S.A. 2021-10-04 /pmc/articles/PMC8522648/ /pubmed/34671569 http://dx.doi.org/10.3389/fcimb.2021.738074 Text en Copyright © 2021 Huang, Chen, Ding, Ma, Zhu, Zhang, Du, Summah, Shi and Feng https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
Huang, Chunrong
Chen, Hong
Ding, Yongjie
Ma, Xiaolong
Zhu, Haixing
Zhang, Shengxiong
Du, Wei
Summah, Hanssa Dwarka
Shi, Guochao
Feng, Yun
A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?
title A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?
title_full A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?
title_fullStr A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?
title_full_unstemmed A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?
title_short A Microbial World: Could Metagenomic Next-Generation Sequencing Be Involved in Acute Respiratory Failure?
title_sort microbial world: could metagenomic next-generation sequencing be involved in acute respiratory failure?
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8522648/
https://www.ncbi.nlm.nih.gov/pubmed/34671569
http://dx.doi.org/10.3389/fcimb.2021.738074
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