Cargando…

Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing

The applications of whole-metagenome shotgun sequencing (WMGS) in routine clinical analysis are still limited. A combination of a DNA extraction procedure, sequencing, and bioinformatics tools is essential for the removal of human DNA and for improving bacterial species identification in a timely ma...

Descripción completa

Detalles Bibliográficos
Autores principales: Leo, Stefano, Gaïa, Nadia, Ruppé, Etienne, Emonet, Stephane, Girard, Myriam, Lazarevic, Vladimir, Schrenzel, Jacques
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5618659/
https://www.ncbi.nlm.nih.gov/pubmed/28930150
http://dx.doi.org/10.3390/ijms18092011
_version_ 1783267238943391744
author Leo, Stefano
Gaïa, Nadia
Ruppé, Etienne
Emonet, Stephane
Girard, Myriam
Lazarevic, Vladimir
Schrenzel, Jacques
author_facet Leo, Stefano
Gaïa, Nadia
Ruppé, Etienne
Emonet, Stephane
Girard, Myriam
Lazarevic, Vladimir
Schrenzel, Jacques
author_sort Leo, Stefano
collection PubMed
description The applications of whole-metagenome shotgun sequencing (WMGS) in routine clinical analysis are still limited. A combination of a DNA extraction procedure, sequencing, and bioinformatics tools is essential for the removal of human DNA and for improving bacterial species identification in a timely manner. We tackled these issues with a broncho-alveolar lavage (BAL) sample from an immunocompromised patient who had developed severe chronic pneumonia. We extracted DNA from the BAL sample with protocols based either on sequential lysis of human and bacterial cells or on the mechanical disruption of all cells. Metagenomic libraries were sequenced on Illumina HiSeq platforms. Microbial community composition was determined by k-mer analysis or by mapping to taxonomic markers. Results were compared to those obtained by conventional clinical culture and molecular methods. Compared to mechanical cell disruption, a sequential lysis protocol resulted in a significantly increased proportion of bacterial DNA over human DNA and higher sequence coverage of Mycobacterium abscessus, Corynebacterium jeikeium and Rothia dentocariosa, the bacteria reported by clinical microbiology tests. In addition, we identified anaerobic bacteria not searched for by the clinical laboratory. Our results further support the implementation of WMGS in clinical routine diagnosis for bacterial identification.
format Online
Article
Text
id pubmed-5618659
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-56186592017-09-30 Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing Leo, Stefano Gaïa, Nadia Ruppé, Etienne Emonet, Stephane Girard, Myriam Lazarevic, Vladimir Schrenzel, Jacques Int J Mol Sci Article The applications of whole-metagenome shotgun sequencing (WMGS) in routine clinical analysis are still limited. A combination of a DNA extraction procedure, sequencing, and bioinformatics tools is essential for the removal of human DNA and for improving bacterial species identification in a timely manner. We tackled these issues with a broncho-alveolar lavage (BAL) sample from an immunocompromised patient who had developed severe chronic pneumonia. We extracted DNA from the BAL sample with protocols based either on sequential lysis of human and bacterial cells or on the mechanical disruption of all cells. Metagenomic libraries were sequenced on Illumina HiSeq platforms. Microbial community composition was determined by k-mer analysis or by mapping to taxonomic markers. Results were compared to those obtained by conventional clinical culture and molecular methods. Compared to mechanical cell disruption, a sequential lysis protocol resulted in a significantly increased proportion of bacterial DNA over human DNA and higher sequence coverage of Mycobacterium abscessus, Corynebacterium jeikeium and Rothia dentocariosa, the bacteria reported by clinical microbiology tests. In addition, we identified anaerobic bacteria not searched for by the clinical laboratory. Our results further support the implementation of WMGS in clinical routine diagnosis for bacterial identification. MDPI 2017-09-20 /pmc/articles/PMC5618659/ /pubmed/28930150 http://dx.doi.org/10.3390/ijms18092011 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Leo, Stefano
Gaïa, Nadia
Ruppé, Etienne
Emonet, Stephane
Girard, Myriam
Lazarevic, Vladimir
Schrenzel, Jacques
Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing
title Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing
title_full Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing
title_fullStr Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing
title_full_unstemmed Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing
title_short Detection of Bacterial Pathogens from Broncho-Alveolar Lavage by Next-Generation Sequencing
title_sort detection of bacterial pathogens from broncho-alveolar lavage by next-generation sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5618659/
https://www.ncbi.nlm.nih.gov/pubmed/28930150
http://dx.doi.org/10.3390/ijms18092011
work_keys_str_mv AT leostefano detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing
AT gaianadia detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing
AT ruppeetienne detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing
AT emonetstephane detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing
AT girardmyriam detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing
AT lazarevicvladimir detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing
AT schrenzeljacques detectionofbacterialpathogensfrombronchoalveolarlavagebynextgenerationsequencing