Home LiteratureArticle Details
PMID: 25143582 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Single-molecule long-read 16S sequencing to characterize the lung microbiome from mechanically ventilated patients with suspected pneumonia.

Journal of clinical microbiology ·Vol. 52 ·No. 11 ·2014-11-00 ·Pages 3913-21

Toma I, Siegel MO, Keiser J, Yakovleva A, Kim A, Davenport L, Devaney J, Hoffman EP, Alsubail R, Crandall KA, Castro-Nallar E, Pérez-Losada M, Hilton SK, Chawla LS, McCaffrey TA, Simon GL

Abstract

In critically ill patients, the development of pneumonia results in significant morbidity and mortality and additional health care costs. The accurate and rapid identification of the microbial pathogens in patients with pulmonary infections might lead to targeted antimicrobial therapy with potentially fewer adverse effects and lower costs. Major advances in next-generation sequencing (NGS) allow culture-independent identification of pathogens. The present study used NGS of essentially full-length PCR-amplified 16S ribosomal DNA from the bronchial aspirates of intubated patients with suspected pneumonia. The results from 61 patients demonstrated that sufficient DNA was obtained from 72% of samples, 44% of which (27 samples) yielded PCR amplimers suitable for NGS. Out of the 27 sequenced samples, only 20 had bacterial culture growth, while the microbiological and NGS identification of bacteria coincided in 17 (85%) of these samples. Despite the lack of bacterial growth in 7 samples that yielded amplimers and were sequenced, the NGS identified a number of bacterial species in these samples. Overall, a significant diversity of bacterial species was identified from the same genus as the predominant cultured pathogens. The numbers of NGS-identifiable bacterial genera were consistently higher than identified by standard microbiological methods. As technical advances reduce the processing and sequencing times, NGS-based methods will ultimately be able to provide clinicians with rapid, precise, culture-independent identification of bacterial, fungal, and viral pathogens and their antimicrobial sensitivity profiles.

MeSH Terms
Aged Bacteria/classification,genetics DNA, Bacterial/chemistry,genetics DNA, Ribosomal/chemistry,genetics Female High-Throughput Nucleotide Sequencing Humans Lung/microbiology Male Microbiota Middle Aged Molecular Sequence Data Pneumonia, Ventilator-Associated/microbiology RNA, Ribosomal, 16S/genetics Sequence Analysis, DNA
Chemicals
DNA, Bacterial DNA, Ribosomal RNA, Ribosomal, 16S
Authors & Affiliations
16 authors, click to expand affiliations / ORCID
Toma Ian ORCID
Department of Medicine, Division of Genomic Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA Department of Physical Therapy and Health Care Sciences, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA itoma@gwu.edu msiegel@mfa.gwu.edu.
Siegel Marc O
Division of Infectious Diseases, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA itoma@gwu.edu msiegel@mfa.gwu.edu.
Keiser John
Department of Pathology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Yakovleva Anna
Department of Medicine, Division of Genomic Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Kim Alvin
Department of Medicine, Division of Genomic Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Davenport Lionel
Children's National Medical Research Center, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Devaney Joseph
Children's National Medical Research Center, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Hoffman Eric P
Children's National Medical Research Center, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Alsubail Rami
Department of Medicine, Division of Genomic Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Crandall Keith A
Computational Biology Institute, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Castro-Nallar Eduardo
Computational Biology Institute, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Pérez-Losada Marcos
Computational Biology Institute, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA Centro de Investigação em Biodiversidade e Recursos Genéticos (CIBIO), Vairão, Portugal.
Hilton Sarah K
Computational Biology Institute, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Chawla Lakhmir S
Department of Anesthesiology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
McCaffrey Timothy A
Department of Medicine, Division of Genomic Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA Department of Microbiology, Immunology, and Tropical Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Simon Gary L
Division of Infectious Diseases, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
References (47)
47 references, click to expand
  1. The microbiome of the lung.
    Transl Res. 2012 Oct;160(4):258-66 PMID: 22683412
  2. Release LTPs104 of the All-Species Living Tree.
    Syst Appl Microbiol. 2011 May;34(3):169-70 PMID: 21497273
  3. Lung microbiota and bacterial abundance in patients with bronchiectasis when clinically stable and during exacerbation.
    Am J Respir Crit Care Med. 2013 May 15;187(10):1118-26 PMID: 23348972
  4. Value of gram stain examination of lower respiratory tract secretions for early diagnosis of nosocomial pneumonia.
    Am J Respir Crit Care Med. 2000 Nov;162(5):1731-7 PMID: 11069804
  5. Comparison of two culture methods for detection of tobramycin-resistant gram-negative organisms in the sputum of patients with cystic fibrosis.
    J Clin Microbiol. 2002 Jan;40(1):26-30 PMID: 11773088
  6. The attributable morbidity and mortality of ventilator-associated pneumonia in the critically ill patient. The Canadian Critical Trials Group.
    Am J Respir Crit Care Med. 1999 Apr;159(4 Pt 1):1249-56 PMID: 10194173
  7. Tracheal aspirate Gram stain has limited sensitivity and specificity for detecting Staphylococcus aureus.
    Respirology. 2011 Jan;16(1):86-9 PMID: 20920138
  8. Does sputum culture affect the management and/or outcome of community-acquired pneumonia?
    East Mediterr Health J. 2009 Jul-Aug;15(4):792-9 PMID: 20187530
  9. Fast gapped-read alignment with Bowtie 2.
    Nat Methods. 2012 Mar 04;9(4):357-9 PMID: 22388286
  10. Pathoscope: species identification and strain attribution with unassembled sequencing data.
    Genome Res. 2013 Oct;23(10):1721-9 PMID: 23843222
  11. Comparison of the respiratory microbiome in healthy nonsmokers and smokers.
    Am J Respir Crit Care Med. 2013 May 15;187(10):1067-75 PMID: 23491408
  12. Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities.
    Appl Environ Microbiol. 2009 Dec;75(23):7537-41 PMID: 19801464
  13. A persistent and diverse airway microbiota present during chronic obstructive pulmonary disease exacerbations.
    OMICS. 2010 Feb;14(1):9-59 PMID: 20141328
  14. Use of simulated sputum specimens to estimate the specificity of laboratory-diagnosed tuberculosis.
    Int J Tuberc Lung Dis. 2010 Aug;14(8):1016-23 PMID: 20626947
  15. Guidelines for the management of adults with hospital-acquired, ventilator-associated, and healthcare-associated pneumonia.
    Am J Respir Crit Care Med. 2005 Feb 15;171(4):388-416 PMID: 15699079
  16. The All-Species Living Tree project: a 16S rRNA-based phylogenetic tree of all sequenced type strains.
    Syst Appl Microbiol. 2008 Sep;31(4):241-50 PMID: 18692976
  17. The emerging relationship between the airway microbiota and chronic respiratory disease: clinical implications.
    Expert Rev Respir Med. 2011 Dec;5(6):809-21 PMID: 22082166
  18. Etiology of community-acquired pneumonia: increased microbiological yield with new diagnostic methods.
    Clin Infect Dis. 2010 Jan 15;50(2):202-9 PMID: 20014950
  19. Delivering antibiotics to the lungs of patients with ventilator-associated pneumonia: an update.
    Expert Rev Anti Infect Ther. 2013 May;11(5):511-21 PMID: 23627857
  20. 16S ribosomal DNA amplification for phylogenetic study.
    J Bacteriol. 1991 Jan;173(2):697-703 PMID: 1987160
  21. Antimicrobial stewardship - can we afford to do without it?
    Br J Clin Pharmacol. 2015 Feb;79(2):173-81 PMID: 24803175
  22. Comparison of two next-generation sequencing technologies for resolving highly complex microbiota composition using tandem variable 16S rRNA gene regions.
    Nucleic Acids Res. 2010 Dec;38(22):e200 PMID: 20880993
  23. Clinical PathoScope: rapid alignment and filtration for accurate pathogen identification in clinical samples using unassembled sequencing data.
    BMC Bioinformatics. 2014 Aug 04;15:262 PMID: 25091138
  24. NET balancing: a problem in inflammatory lung diseases.
    Front Immunol. 2013 Jan 24;4:1 PMID: 23355837
  25. Ventilator-associated pneumonia: a review.
    Hosp Pract (1995). 2012 Feb;40(1):93-105 PMID: 22406885
  26. The lung microbiome in moderate and severe chronic obstructive pulmonary disease.
    PLoS One. 2012;7(10):e47305 PMID: 23071781
  27. Geneious Basic: an integrated and extendable desktop software platform for the organization and analysis of sequence data.
    Bioinformatics. 2012 Jun 15;28(12):1647-9 PMID: 22543367
  28. Target region selection is a critical determinant of community fingerprints generated by 16S pyrosequencing.
    PLoS One. 2011;6(6):e20956 PMID: 21738596
  29. A higher significance of anaerobes: the clone library analysis of bacterial pleurisy.
    Chest. 2011 Mar;139(3):600-608 PMID: 20688923
  30. The lung tissue microbiome in chronic obstructive pulmonary disease.
    Am J Respir Crit Care Med. 2012 May 15;185(10):1073-80 PMID: 22427533
  31. Analysis of the bacterial communities present in lungs of patients with cystic fibrosis from American and British centers.
    J Clin Microbiol. 2011 Jan;49(1):281-91 PMID: 21068277
  32. Detection of diverse aquatic microbes in blood and organs of drowning victims: first metagenomic approach using high-throughput 454-pyrosequencing.
    Forensic Sci Int. 2012 Jul 10;220(1-3):135-46 PMID: 22424673
  33. Invasive and noninvasive strategies for management of suspected ventilator-associated pneumonia. A randomized trial.
    Ann Intern Med. 2000 Apr 18;132(8):621-30 PMID: 10766680
  34. Topographical continuity of bacterial populations in the healthy human respiratory tract.
    Am J Respir Crit Care Med. 2011 Oct 15;184(8):957-63 PMID: 21680950
  35. The optimum relative centrifugal force and centrifugation time for improved sensitivity of smear and culture for detection of Mycobacterium tuberculosis from sputum.
    Trans R Soc Trop Med Hyg. 1999 Jul-Aug;93(4):405-9 PMID: 10674089
  36. Loss of bacterial diversity during antibiotic treatment of intubated patients colonized with Pseudomonas aeruginosa.
    J Clin Microbiol. 2007 Jun;45(6):1954-62 PMID: 17409203
  37. The nonvalue of sputum culture in the diagnosis of pneumococcal pneumonia.
    Am Rev Respir Dis. 1971 Jun;103(6):845-8 PMID: 4397407
  38. Actionable diagnosis of neuroleptospirosis by next-generation sequencing.
    N Engl J Med. 2014 Jun 19;370(25):2408-17 PMID: 24896819
  39. Impact of appropriateness of initial antibiotic therapy on the outcome of ventilator-associated pneumonia.
    Intensive Care Med. 2001 Feb;27(2):355-62 PMID: 11396279
  40. The Ribosomal Database Project: improved alignments and new tools for rRNA analysis.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D141-5 PMID: 19004872
  41. Prospective comparison of bronchoalveolar lavage and quantitative deep tracheal aspirate in the diagnosis of ventilator associated pneumonia.
    J Trauma. 2005 Oct;59(4):891-5; discussion 895-6 PMID: 16374278
  42. Bacterial diversity in cases of lung infection in cystic fibrosis patients: 16S ribosomal DNA (rDNA) length heterogeneity PCR and 16S rDNA terminal restriction fragment length polymorphism profiling.
    J Clin Microbiol. 2003 Aug;41(8):3548-58 PMID: 12904354
  43. Critical evaluation of two primers commonly used for amplification of bacterial 16S rRNA genes.
    Appl Environ Microbiol. 2008 Apr;74(8):2461-70 PMID: 18296538
  44. Clinical and economic consequences of ventilator-associated pneumonia: a systematic review.
    Crit Care Med. 2005 Oct;33(10):2184-93 PMID: 16215368
  45. Microbiome diversity in the bronchial tracts of patients with chronic obstructive pulmonary disease.
    J Clin Microbiol. 2012 Nov;50(11):3562-8 PMID: 22915614
  46. Microbial phylogenetic profiling with the Pacific Biosciences sequencing platform.
    Microbiome. 2013 Mar 04;1(1):10 PMID: 24450498
  47. DECIPHER, a search-based approach to chimera identification for 16S rRNA sequences.
    Appl Environ Microbiol. 2012 Feb;78(3):717-25 PMID: 22101057
Article Info
Journal
Journal of clinical microbiology
Abbr.
J Clin Microbiol
ISSN
1098-660X
Published
2014-11-00
Epub
2014-00-20
Pages
3913-21
Language
English
Region
United States
NLM ID
7505564
PMCID
PMC4313225
Subset
IM
Grants
NCRR NIH HHS · UL1RR031988 · United States
NHLBI NIH HHS · K12 HL119994 · United States
NCATS NIH HHS · UL1 TR000075 · United States
NCRR NIH HHS · UL1 RR031988 · United States
NCATS NIH HHS · UL1TR000075 · United States
Databases
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com