Home LiteratureArticle Details
PMID: 21829484 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Culture enriched molecular profiling of the cystic fibrosis airway microbiome.

PloS one ·Vol. 6 ·No. 7 ·2011-00-00 ·Pages e22702

Sibley CD, Grinwis ME, Field TR, Eshaghurshan CS, Faria MM, Dowd SE, Parkins MD, Rabin HR, Surette MG

Abstract

The microbiome of the respiratory tract, including the nasopharyngeal and oropharyngeal microbiota, is a dynamic community of microorganisms that is highly diverse. The cystic fibrosis (CF) airway microbiome refers to the polymicrobial communities present in the lower airways of CF patients. It is comprised of chronic opportunistic pathogens (such as Pseudomonas aeruginosa) and a variety of organisms derived mostly from the normal microbiota of the upper respiratory tract. The complexity of these communities has been inferred primarily from culture independent molecular profiling. As with most microbial communities it is generally assumed that most of the organisms present are not readily cultured. Our culture collection generated using more extensive cultivation approaches, reveals a more complex microbial community than that obtained by conventional CF culture methods. To directly evaluate the cultivability of the airway microbiome, we examined six samples in depth using culture-enriched molecular profiling which combines culture-based methods with the molecular profiling methods of terminal restriction fragment length polymorphisms and 16S rRNA gene sequencing. We demonstrate that combining culture-dependent and culture-independent approaches enhances the sensitivity of either approach alone. Our techniques were able to cultivate 43 of the 48 families detected by deep sequencing; the five families recovered solely by culture-independent approaches were all present at very low abundance (<0.002% total reads). 46% of the molecular signatures detected by culture from the six patients were only identified in an anaerobic environment, suggesting that a large proportion of the cultured airway community is composed of obligate anaerobes. Most significantly, using 20 growth conditions per specimen, half of which included anaerobic cultivation and extended incubation times we demonstrate that the majority of bacteria present can be cultured.

MeSH Terms
Bacteria/classification,genetics,growth & development Cystic Fibrosis/genetics,microbiology DNA Barcoding, Taxonomic Humans Metagenome/genetics Polymorphism, Restriction Fragment Length RNA, Ribosomal, 16S/genetics Respiratory System/microbiology Sputum/microbiology
Chemicals
RNA, Ribosomal, 16S
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Sibley Christopher D
Department of Microbiology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.
Grinwis Margot E
Field Tyler R
Eshaghurshan Christina S
Faria Monica M
Dowd Scot E
Parkins Michael D
Rabin Harvey R
Surette Michael G
References (81)
81 references, click to expand
  1. Environmental genome shotgun sequencing of the Sargasso Sea.
    Science. 2004 Apr 2;304(5667):66-74 PMID: 15001713
  2. Phylogenetic relationships of Thiomicrospira species and their identification in deep-sea hydrothermal vent samples by denaturing gradient gel electrophoresis of 16S rDNA fragments.
    Arch Microbiol. 1995 Sep;164(3):165-72 PMID: 7545384
  3. Human fecal flora: the normal flora of 20 Japanese-Hawaiians.
    Appl Microbiol. 1974 May;27(5):961-79 PMID: 4598229
  4. Organismal, genetic, and transcriptional variation in the deeply sequenced gut microbiomes of identical twins.
    Proc Natl Acad Sci U S A. 2010 Apr 20;107(16):7503-8 PMID: 20363958
  5. Community structure and metabolism through reconstruction of microbial genomes from the environment.
    Nature. 2004 Mar 4;428(6978):37-43 PMID: 14961025
  6. Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy.
    Appl Environ Microbiol. 2007 Aug;73(16):5261-7 PMID: 17586664
  7. Windows .NET Network Distributed Basic Local Alignment Search Toolkit (W.ND-BLAST).
    BMC Bioinformatics. 2005 Apr 08;6:93 PMID: 15819992
  8. The Ribosomal Database Project (RDP-II): sequences and tools for high-throughput rRNA analysis.
    Nucleic Acids Res. 2005 Jan 1;33(Database issue):D294-6 PMID: 15608200
  9. Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences.
    Bioinformatics. 2006 Jul 1;22(13):1658-9 PMID: 16731699
  10. Molecular identification of bacteria in bronchoalveolar lavage fluid from children with cystic fibrosis.
    Proc Natl Acad Sci U S A. 2007 Dec 18;104(51):20529-33 PMID: 18077362
  11. Laboratory aspects of management of chronic pulmonary infections in patients with cystic fibrosis.
    J Clin Microbiol. 2003 Sep;41(9):4009-15 PMID: 12958218
  12. Wrinkles in the rare biosphere: pyrosequencing errors can lead to artificial inflation of diversity estimates.
    Environ Microbiol. 2010 Jan;12(1):118-23 PMID: 19725865
  13. Polymicrobial nature of chronic diabetic foot ulcer biofilm infections determined using bacterial tag encoded FLX amplicon pyrosequencing (bTEFAP).
    PLoS One. 2008 Oct 03;3(10):e3326 PMID: 18833331
  14. Central role of the cell in microbial ecology.
    Microbiol Mol Biol Rev. 2009 Dec;73(4):712-29 PMID: 19946138
  15. Measurement of in situ activities of nonphotosynthetic microorganisms in aquatic and terrestrial habitats.
    Annu Rev Microbiol. 1985;39:321-46 PMID: 3904603
  16. Cultivating the uncultured: limits, advances and future challenges.
    Extremophiles. 2009 Jul;13(4):583-94 PMID: 19548063
  17. Siderophores from neighboring organisms promote the growth of uncultured bacteria.
    Chem Biol. 2010 Mar 26;17(3):254-64 PMID: 20338517
  18. Isolating "uncultivable" microorganisms in pure culture in a simulated natural environment.
    Science. 2002 May 10;296(5570):1127-9 PMID: 12004133
  19. A polymicrobial perspective of pulmonary infections exposes an enigmatic pathogen in cystic fibrosis patients.
    Proc Natl Acad Sci U S A. 2008 Sep 30;105(39):15070-5 PMID: 18812504
  20. Advances in the use of terminal restriction fragment length polymorphism (T-RFLP) analysis of 16S rRNA genes to characterize microbial communities.
    Appl Microbiol Biotechnol. 2008 Sep;80(3):365-80 PMID: 18648804
  21. Application of phylogenetic networks in evolutionary studies.
    Mol Biol Evol. 2006 Feb;23(2):254-67 PMID: 16221896
  22. A human gut microbial gene catalogue established by metagenomic sequencing.
    Nature. 2010 Mar 4;464(7285):59-65 PMID: 20203603
  23. The pervasive effects of an antibiotic on the human gut microbiota, as revealed by deep 16S rRNA sequencing.
    PLoS Biol. 2008 Nov 18;6(11):e280 PMID: 19018661
  24. Early pulmonary disease in cystic fibrosis.
    Curr Opin Pulm Med. 1997 Nov;3(6):400-3 PMID: 9391757
  25. Microbiology: metagenomics.
    Nature. 2008 Sep 25;455(7212):481-3 PMID: 18818648
  26. Interactions and competition within the microbial community of the human colon: links between diet and health.
    Environ Microbiol. 2007 May;9(5):1101-11 PMID: 17472627
  27. The microbiota of the gingival crevice area of man. I. Total microscopic and viable counts and counts of specific organisms.
    Arch Oral Biol. 1963 May-Jun;8:275-80 PMID: 13989807
  28. What happened to the streptococci: overview of taxonomic and nomenclature changes.
    Clin Microbiol Rev. 2002 Oct;15(4):613-30 PMID: 12364372
  29. Microbial diversity in coastal subsurface sediments: a cultivation approach using various electron acceptors and substrate gradients.
    Appl Environ Microbiol. 2005 Dec;71(12):7819-30 PMID: 16332756
  30. McKay agar enables routine quantification of the 'Streptococcus milleri' group in cystic fibrosis patients.
    J Med Microbiol. 2010 May;59(Pt 5):534-540 PMID: 20093379
  31. Evaluation of the bacterial diversity among and within individual venous leg ulcers using bacterial tag-encoded FLX and titanium amplicon pyrosequencing and metagenomic approaches.
    BMC Microbiol. 2009 Oct 27;9:226 PMID: 19860898
  32. Identification of yeast in chronic wounds using new pathogen-detection technologies.
    J Wound Care. 2009 Mar;18(3):103-4, 106, 108 PMID: 19247230
  33. Evaluation of the bacterial diversity in the feces of cattle using 16S rDNA bacterial tag-encoded FLX amplicon pyrosequencing (bTEFAP).
    BMC Microbiol. 2008 Jul 24;8:125 PMID: 18652685
  34. Characterization of microbial diversity by determining terminal restriction fragment length polymorphisms of genes encoding 16S rRNA.
    Appl Environ Microbiol. 1997 Nov;63(11):4516-22 PMID: 9361437
  35. Evaluation of the bacterial diversity in cecal contents of laying hens fed various molting diets by using bacterial tag-encoded FLX amplicon pyrosequencing.
    Poult Sci. 2009 Feb;88(2):298-302 PMID: 19151343
  36. The Streptococcus milleri group--an unrecognized cause of disease in cystic fibrosis: a case series and literature review.
    Pediatr Pulmonol. 2008 May;43(5):490-7 PMID: 18383109
  37. Cystic fibrosis: a polymicrobial infectious disease.
    Future Microbiol. 2006 Jun;1(1):53-61 PMID: 17661685
  38. Cultivation of globally distributed soil bacteria from phylogenetic lineages previously only detected in cultivation-independent surveys.
    Environ Microbiol. 2002 Nov;4(11):654-66 PMID: 12460273
  39. Attempts to increase viable count recovery of human supragingival dental plaque.
    J Periodontal Res. 1977 Mar;12(2):107-19 PMID: 138728
  40. Variation between observed and true Terminal Restriction Fragment length is dependent on true TRF length and purine content.
    J Microbiol Methods. 2003 Jul;54(1):121-5 PMID: 12732430
  41. Survey of bacterial diversity in chronic wounds using pyrosequencing, DGGE, and full ribosome shotgun sequencing.
    BMC Microbiol. 2008 Mar 06;8:43 PMID: 18325110
  42. Cultivating the uncultured.
    Proc Natl Acad Sci U S A. 2002 Nov 26;99(24):15681-6 PMID: 12438682
  43. Cultivation of recalcitrant microbes: cells are alive, well and revealing their secrets in the 21st century laboratory.
    Curr Opin Microbiol. 2003 Jun;6(3):274-81 PMID: 12831904
  44. Isolation of an autotrophic ammonia-oxidizing marine archaeon.
    Nature. 2005 Sep 22;437(7058):543-6 PMID: 16177789
  45. Phylogenetic structure of the prokaryotic domain: the primary kingdoms.
    Proc Natl Acad Sci U S A. 1977 Nov;74(11):5088-90 PMID: 270744
  46. Genome sequencing in microfabricated high-density picolitre reactors.
    Nature. 2005 Sep 15;437(7057):376-80 PMID: 16056220
  47. Molecular detection of multiple emerging pathogens in sputa from cystic fibrosis patients.
    PLoS One. 2008 Aug 06;3(8):e2908 PMID: 18682840
  48. Evidence for periciliary liquid layer depletion, not abnormal ion composition, in the pathogenesis of cystic fibrosis airways disease.
    Cell. 1998 Dec 23;95(7):1005-15 PMID: 9875854
  49. Microbial diversity and the genetic nature of microbial species.
    Nat Rev Microbiol. 2008 Jun;6(6):431-40 PMID: 18461076
  50. Bacterial diversity in surgical site infections: not just aerobic cocci any more.
    J Wound Care. 2009 Aug;18(8):317-23 PMID: 19862869
  51. Bacterial diversity in the oral cavity of 10 healthy individuals.
    ISME J. 2010 Aug;4(8):962-74 PMID: 20336157
  52. Determination of 16S rRNA sequences of Streptococcus mitis and Streptococcus gordonii and phylogenetic relationships among members of the genus Streptococcus.
    Int J Syst Bacteriol. 1995 Apr;45(2):406-8 PMID: 7537076
  53. The human microbiome project.
    Nature. 2007 Oct 18;449(7164):804-10 PMID: 17943116
  54. The influence of fluorescent dye structure on the electrophoretic mobility of end-labeled DNA.
    Nucleic Acids Res. 1998 Jun 1;26(11):2797-802 PMID: 9592170
  55. Relationship between cystic fibrosis respiratory tract bacterial communities and age, genotype, antibiotics and Pseudomonas aeruginosa.
    Environ Microbiol. 2010 May;12(5):1293-303 PMID: 20192960
  56. MEGA4: Molecular Evolutionary Genetics Analysis (MEGA) software version 4.0.
    Mol Biol Evol. 2007 Aug;24(8):1596-9 PMID: 17488738
  57. characterization of bacterial community diversity in cystic fibrosis lung infections by use of 16s ribosomal DNA terminal restriction fragment length polymorphism profiling.
    J Clin Microbiol. 2004 Nov;42(11):5176-83 PMID: 15528712
  58. CD-HIT Suite: a web server for clustering and comparing biological sequences.
    Bioinformatics. 2010 Mar 1;26(5):680-2 PMID: 20053844
  59. Tapping into microbial diversity.
    Nat Rev Microbiol. 2004 Feb;2(2):141-50 PMID: 15040261
  60. 16S rRNA sequences reveal numerous uncultured microorganisms in a natural community.
    Nature. 1990 May 3;345(6270):63-5 PMID: 1691827
  61. Ibis T5000: a universal biosensor approach for microbiology.
    Nat Rev Microbiol. 2008 Jul;6(7):553-8 PMID: 18521073
  62. Bacterial tag-encoded FLX amplicon pyrosequencing (bTEFAP) for microbiome studies: bacterial diversity in the ileum of newly weaned Salmonella-infected pigs.
    Foodborne Pathog Dis. 2008 Aug;5(4):459-72 PMID: 18713063
  63. Studying bacteria in respiratory specimens by using conventional and molecular microbiological approaches.
    BMC Pulm Med. 2009 Apr 15;9:14 PMID: 19368727
  64. The bacteria of periodontal diseases.
    Periodontol 2000. 1994 Jun;5:66-77 PMID: 9673163
  65. The Ribosomal Database Project: improved alignments and new tools for rRNA analysis.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D141-5 PMID: 19004872
  66. The changing microbial epidemiology in cystic fibrosis.
    Clin Microbiol Rev. 2010 Apr;23(2):299-323 PMID: 20375354
  67. Accurate determination of microbial diversity from 454 pyrosequencing data.
    Nat Methods. 2009 Sep;6(9):639-41 PMID: 19668203
  68. NAST: a multiple sequence alignment server for comparative analysis of 16S rRNA genes.
    Nucleic Acids Res. 2006 Jul 1;34(Web Server issue):W394-9 PMID: 16845035
  69. QIIME allows analysis of high-throughput community sequencing data.
    Nat Methods. 2010 May;7(5):335-6 PMID: 20383131
  70. Human colonic biota studied by ribosomal DNA sequence analysis.
    Appl Environ Microbiol. 1996 Jul;62(7):2273-8 PMID: 8779565
  71. Improved isolation of anaerobic bacteria from the gingival crevice area of man.
    Appl Microbiol. 1971 Jun;21(6):1046-50 PMID: 4935491
  72. Detection of anaerobic bacteria in high numbers in sputum from patients with cystic fibrosis.
    Am J Respir Crit Care Med. 2008 May 1;177(9):995-1001 PMID: 18263800
  73. 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
  74. What does the future hold for clinical microbiology?
    Nat Rev Microbiol. 2004 Feb;2(2):151-9 PMID: 15040262
  75. Studying bacterial infections through culture-independent approaches.
    J Med Microbiol. 2009 Nov;58(Pt 11):1401-1418 PMID: 19556372
  76. Molecular typing of the bacterial flora in sputum of cystic fibrosis patients.
    Int J Med Microbiol. 2003 Aug;293(4):309-17 PMID: 14503795
  77. The effect of the macrolide antibiotic tylosin on microbial diversity in the canine small intestine as demonstrated by massive parallel 16S rRNA gene sequencing.
    BMC Microbiol. 2009 Oct 02;9:210 PMID: 19799792
  78. The 'rare biosphere': a reality check.
    Nat Methods. 2009 Sep;6(9):636-7 PMID: 19718016
  79. Phylogenetic identification and in situ detection of individual microbial cells without cultivation.
    Microbiol Rev. 1995 Mar;59(1):143-69 PMID: 7535888
  80. The micro-Petri dish, a million-well growth chip for the culture and high-throughput screening of microorganisms.
    Proc Natl Acad Sci U S A. 2007 Nov 13;104(46):18217-22 PMID: 17989237
  81. The uncultured microbial majority.
    Annu Rev Microbiol. 2003;57:369-94 PMID: 14527284
Article Info
Journal
PloS one
Abbr.
PLoS One
ISSN
1932-6203
Published
2011-00-00
Epub
2011-00-28
Pages
e22702
Language
English
Region
United States
NLM ID
101285081
PMCID
PMC3145661
Subset
IM
Grants
Canadian Institutes of Health Research · Canada
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