Cargando…

Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients

Objective: To evaluate the diagnostic performance of metagenomic next-generation sequencing (mNGS) using bronchoalveolar lavage fluid (BALF) in patients with ventilator-associated pneumonia (VAP). Methods: BALF samples of 72 patients with VAP were collected from August 2018 to May 2020. The diagnost...

Descripción completa

Detalles Bibliográficos
Autores principales: Fang, Xiaowei, Mei, Qing, Fan, Xiaoqin, Zhu, Chunyan, Yang, Tianjun, Zhang, Lei, Geng, Shike, Pan, Aijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736608/
https://www.ncbi.nlm.nih.gov/pubmed/33335520
http://dx.doi.org/10.3389/fmicb.2020.599756
_version_ 1783622798606860288
author Fang, Xiaowei
Mei, Qing
Fan, Xiaoqin
Zhu, Chunyan
Yang, Tianjun
Zhang, Lei
Geng, Shike
Pan, Aijun
author_facet Fang, Xiaowei
Mei, Qing
Fan, Xiaoqin
Zhu, Chunyan
Yang, Tianjun
Zhang, Lei
Geng, Shike
Pan, Aijun
author_sort Fang, Xiaowei
collection PubMed
description Objective: To evaluate the diagnostic performance of metagenomic next-generation sequencing (mNGS) using bronchoalveolar lavage fluid (BALF) in patients with ventilator-associated pneumonia (VAP). Methods: BALF samples of 72 patients with VAP were collected from August 2018 to May 2020. The diagnostic performance of conventional testing (CT) and mNGS methods were compared based on bacterial and fungal examinations. The diagnostic value of mNGS for viral and mixed infections was also analyzed. Results: The percentage of mNGS positive samples was significantly higher than that estimated by the CT method [odds ratio (OR), 4.33; 95% confidence interval (CI), 1.78–10.53; p < 0.001]. The sensitivity and specificity of mNGS for bacterial detection were 97.1% (95% CI, 93.2–101.0%) and 42.1% (95 CI, 30.7–53.5%), respectively, whereas the positive predictive value (PPV) and the negative predictive value (NPV) were 60.0% (95% CI, 48.7–71.3%) and 94.1% (95% CI, 88.7–99.6%), respectively. A total of 38 samples were negative for bacterial detection as determined by the CT method, while 22 samples were positive as shown by the mNGS method. Conflicting results were obtained for three samples between the two methods of bacterial detection. However, no significant differences were noted between the mNGS and CT methods (OR, 1.42; 95% CI, 0.68–2.97; p = 0.46) with regard to fungal infections. The sensitivity and specificity of mNGS were 71.9% (95% CI, 61.5–82.3%) and 77.5% (95% CI, 67.9–87.1%), respectively. mNGS exhibited a PPV of 71.9% (95% CI, 61.5–82.3%) and an NPV of 77.5% (95% CI, 67.9–87.1%). A total of 9 out of 40 samples were found positive for fungi according to mNGS, whereas the CT method failed to present positive results in these samples. The mNGS and CT methods produced conflicting results with regard to fungal detection of the two samples. A total of 30 patients were virus-positive using mNGS. Furthermore, 42 patients (58.3%) were identified as pulmonary mixed infection cases. Conclusions: mNGS detection using BALF improved the sensitivity and specificity of bacterial identification in patients who developed VAP. In addition, mNGS exhibited apparent advantages in detecting viruses and identifying mixed infections.
format Online
Article
Text
id pubmed-7736608
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-77366082020-12-16 Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients Fang, Xiaowei Mei, Qing Fan, Xiaoqin Zhu, Chunyan Yang, Tianjun Zhang, Lei Geng, Shike Pan, Aijun Front Microbiol Microbiology Objective: To evaluate the diagnostic performance of metagenomic next-generation sequencing (mNGS) using bronchoalveolar lavage fluid (BALF) in patients with ventilator-associated pneumonia (VAP). Methods: BALF samples of 72 patients with VAP were collected from August 2018 to May 2020. The diagnostic performance of conventional testing (CT) and mNGS methods were compared based on bacterial and fungal examinations. The diagnostic value of mNGS for viral and mixed infections was also analyzed. Results: The percentage of mNGS positive samples was significantly higher than that estimated by the CT method [odds ratio (OR), 4.33; 95% confidence interval (CI), 1.78–10.53; p < 0.001]. The sensitivity and specificity of mNGS for bacterial detection were 97.1% (95% CI, 93.2–101.0%) and 42.1% (95 CI, 30.7–53.5%), respectively, whereas the positive predictive value (PPV) and the negative predictive value (NPV) were 60.0% (95% CI, 48.7–71.3%) and 94.1% (95% CI, 88.7–99.6%), respectively. A total of 38 samples were negative for bacterial detection as determined by the CT method, while 22 samples were positive as shown by the mNGS method. Conflicting results were obtained for three samples between the two methods of bacterial detection. However, no significant differences were noted between the mNGS and CT methods (OR, 1.42; 95% CI, 0.68–2.97; p = 0.46) with regard to fungal infections. The sensitivity and specificity of mNGS were 71.9% (95% CI, 61.5–82.3%) and 77.5% (95% CI, 67.9–87.1%), respectively. mNGS exhibited a PPV of 71.9% (95% CI, 61.5–82.3%) and an NPV of 77.5% (95% CI, 67.9–87.1%). A total of 9 out of 40 samples were found positive for fungi according to mNGS, whereas the CT method failed to present positive results in these samples. The mNGS and CT methods produced conflicting results with regard to fungal detection of the two samples. A total of 30 patients were virus-positive using mNGS. Furthermore, 42 patients (58.3%) were identified as pulmonary mixed infection cases. Conclusions: mNGS detection using BALF improved the sensitivity and specificity of bacterial identification in patients who developed VAP. In addition, mNGS exhibited apparent advantages in detecting viruses and identifying mixed infections. Frontiers Media S.A. 2020-12-01 /pmc/articles/PMC7736608/ /pubmed/33335520 http://dx.doi.org/10.3389/fmicb.2020.599756 Text en Copyright © 2020 Fang, Mei, Fan, Zhu, Yang, Zhang, Geng and Pan. http://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 Microbiology
Fang, Xiaowei
Mei, Qing
Fan, Xiaoqin
Zhu, Chunyan
Yang, Tianjun
Zhang, Lei
Geng, Shike
Pan, Aijun
Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients
title Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients
title_full Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients
title_fullStr Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients
title_full_unstemmed Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients
title_short Diagnostic Value of Metagenomic Next-Generation Sequencing for the Detection of Pathogens in Bronchoalveolar Lavage Fluid in Ventilator-Associated Pneumonia Patients
title_sort diagnostic value of metagenomic next-generation sequencing for the detection of pathogens in bronchoalveolar lavage fluid in ventilator-associated pneumonia patients
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736608/
https://www.ncbi.nlm.nih.gov/pubmed/33335520
http://dx.doi.org/10.3389/fmicb.2020.599756
work_keys_str_mv AT fangxiaowei diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT meiqing diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT fanxiaoqin diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT zhuchunyan diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT yangtianjun diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT zhanglei diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT gengshike diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients
AT panaijun diagnosticvalueofmetagenomicnextgenerationsequencingforthedetectionofpathogensinbronchoalveolarlavagefluidinventilatorassociatedpneumoniapatients