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PMID: 17699621 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Molecular-phylogenetic characterization of microbial community imbalances in human inflammatory bowel diseases.

Frank DN, St Amand AL, Feldman RA, Boedeker EC, Harpaz N, Pace NR

Abstract

The two primary human inflammatory bowel diseases, Crohn's disease (CD) and ulcerative colitis (UC), are idiopathic relapsing disorders characterized by chronic inflammation of the intestinal tract. Although several lines of reasoning suggest that gastrointestinal (GI) microbes influence inflammatory bowel disease (IBD) pathogenesis, the types of microbes involved have not been adequately described. Here we report the results of a culture-independent rRNA sequence analysis of GI tissue samples obtained from CD and UC patients, as well as non-IBD controls. Specimens were obtained through surgery from a variety of intestinal sites and included both pathologically normal and abnormal states. Our results provide comprehensive molecular-based analysis of the microbiota of the human small intestine. Comparison of clone libraries reveals statistically significant differences between the microbiotas of CD and UC patients and those of non-IBD controls. Significantly, our results indicate that a subset of CD and UC samples contained abnormal GI microbiotas, characterized by depletion of commensal bacteria, notably members of the phyla Firmicutes and Bacteroidetes. Patient stratification by GI microbiota provides further evidence that CD represents a spectrum of disease states and suggests that treatment of some forms of IBD may be facilitated by redress of the detected microbiological imbalances.

MeSH Terms
Humans Inflammatory Bowel Diseases/classification,genetics,microbiology Molecular Sequence Data Phylogeny RNA, Ribosomal/genetics
Chemicals
RNA, Ribosomal
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
Frank Daniel N
Department of Molecular, Cellular, and Developmental Biology, University of Colorado, Boulder, CO 80309-0347, USA.
St Amand Allison L
Feldman Robert A
Boedeker Edgar C
Harpaz Noam
Pace Norman R
References (60)
60 references, click to expand
  1. Inflammatory bowel disease-like enteritis and caecitis in a senescence accelerated mouse P1/Yit strain.
    Gut. 1998 Jul;43(1):71-8 PMID: 9771408
  2. Molecular inventory of faecal microflora in patients with Crohn's disease.
    FEMS Microbiol Ecol. 2004 Oct 1;50(1):25-36 PMID: 19712374
  3. Crohn's disease: the case for bacteria.
    Ital J Gastroenterol Hepatol. 1999 Apr;31(3):244-6 PMID: 10379488
  4. Lack of support for a common etiology in Johne's disease of animals and Crohn's disease in humans.
    Inflamm Bowel Dis. 1999 Aug;5(3):183-91 PMID: 10453375
  5. Ribosomal DNA sequence analysis of mucosa-associated bacteria in Crohn's disease.
    Inflamm Bowel Dis. 2004 Nov;10(6):824-33 PMID: 15626901
  6. Host-bacterial mutualism in the human intestine.
    Science. 2005 Mar 25;307(5717):1915-20 PMID: 15790844
  7. Biodiversity of the mucosa-associated microbiota is stable along the distal digestive tract in healthy individuals and patients with IBD.
    Inflamm Bowel Dis. 2005 May;11(5):473-80 PMID: 15867587
  8. Commensal gut bacteria: mechanisms of immune modulation.
    Trends Immunol. 2005 Jun;26(6):326-33 PMID: 15922949
  9. Effects of dietary fiber on inflammatory bowel disease.
    Mol Nutr Food Res. 2005 Jun;49(6):601-8 PMID: 15841496
  10. Diversity of the human intestinal microbial flora.
    Science. 2005 Jun 10;308(5728):1635-8 PMID: 15831718
  11. Does Mycobacterium avium subspecies paratuberculosis cause Crohn's disease?
    Gut. 2005 Jul;54(7):896-8 PMID: 15951529
  12. Spatial organization and composition of the mucosal flora in patients with inflammatory bowel disease.
    J Clin Microbiol. 2005 Jul;43(7):3380-9 PMID: 16000463
  13. An immunomodulatory molecule of symbiotic bacteria directs maturation of the host immune system.
    Cell. 2005 Jul 15;122(1):107-18 PMID: 16009137
  14. Obesity alters gut microbial ecology.
    Proc Natl Acad Sci U S A. 2005 Aug 2;102(31):11070-5 PMID: 16033867
  15. UniFrac: a new phylogenetic method for comparing microbial communities.
    Appl Environ Microbiol. 2005 Dec;71(12):8228-35 PMID: 16332807
  16. Reduced diversity of faecal microbiota in Crohn's disease revealed by a metagenomic approach.
    Gut. 2006 Feb;55(2):205-11 PMID: 16188921
  17. Colonic health: fermentation and short chain fatty acids.
    J Clin Gastroenterol. 2006 Mar;40(3):235-43 PMID: 16633129
  18. Mechanisms of disease: pathogenesis of Crohn's disease and ulcerative colitis.
    Nat Clin Pract Gastroenterol Hepatol. 2006 Jul;3(7):390-407 PMID: 16819502
  19. Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB.
    Appl Environ Microbiol. 2006 Jul;72(7):5069-72 PMID: 16820507
  20. Culture-independent analysis of indomethacin-induced alterations in the rat gastrointestinal microbiota.
    Appl Environ Microbiol. 2006 Oct;72(10):6707-15 PMID: 17021222
  21. Short-chain fructooligosaccharides, in spite of being fermented in the upper part of the large intestine, have anti-inflammatory activity in the TNBS model of colitis.
    Eur J Nutr. 2006 Oct;45(7):418-25 PMID: 16871370
  22. Differences between tissue-associated intestinal microfloras of patients with Crohn's disease and ulcerative colitis.
    J Clin Microbiol. 2006 Nov;44(11):4136-41 PMID: 16988016
  23. Culture-independent analyses of temporal variation of the dominant fecal microbiota and targeted bacterial subgroups in Crohn's disease.
    J Clin Microbiol. 2006 Nov;44(11):3980-8 PMID: 16988018
  24. Microbial ecology: human gut microbes associated with obesity.
    Nature. 2006 Dec 21;444(7122):1022-3 PMID: 17183309
  25. Animal models of mucosal inflammation and their relation to human inflammatory bowel disease.
    Curr Opin Immunol. 1999 Dec;11(6):648-56 PMID: 10631550
  26. Lessons from genetically engineered animal models XI. Novel mouse models to study pathogenic mechanisms of Crohn's disease.
    Am J Physiol Gastrointest Liver Physiol. 2000 May;278(5):G665-9 PMID: 10801257
  27. Lessons from genetically engineered animal models. XII. IL-10-deficient (IL-10(-/-) mice and intestinal inflammation.
    Am J Physiol Gastrointest Liver Physiol. 2000 Jun;278(6):G829-33 PMID: 10859210
  28. Butyrate inhibits inflammatory responses through NFkappaB inhibition: implications for Crohn's disease.
    Gut. 2000 Sep;47(3):397-403 PMID: 10940278
  29. Etiology of Crohn's disease: the role of Mycobacterium avium paratuberculosis.
    Trends Mol Med. 2001 Jun;7(6):247-52 PMID: 11378513
  30. Protagonist. Mycobacterium avium subspecies paratuberculosis is a cause of Crohn's disease.
    Gut. 2001 Dec;49(6):755-6 PMID: 11709506
  31. Clinical aspects and pathophysiology of inflammatory bowel disease.
    Clin Microbiol Rev. 2002 Jan;15(1):79-94 PMID: 11781268
  32. Mucosal flora in inflammatory bowel disease.
    Gastroenterology. 2002 Jan;122(1):44-54 PMID: 11781279
  33. Crohn's disease.
    Lancet. 2002 Jan 5;359(9300):62-9 PMID: 11809204
  34. Ulcerative colitis.
    Lancet. 2002 Jan 26;359(9303):331-40 PMID: 11830216
  35. How host-microbial interactions shape the nutrient environment of the mammalian intestine.
    Annu Rev Nutr. 2002;22:283-307 PMID: 12055347
  36. Developmental regulation of intestinal angiogenesis by indigenous microbes via Paneth cells.
    Proc Natl Acad Sci U S A. 2002 Nov 26;99(24):15451-5 PMID: 12432102
  37. The microbiology of butyrate formation in the human colon.
    FEMS Microbiol Lett. 2002 Dec 17;217(2):133-9 PMID: 12480096
  38. Alterations of the dominant faecal bacterial groups in patients with Crohn's disease of the colon.
    Gut. 2003 Feb;52(2):237-42 PMID: 12524406
  39. Is Crohn's disease caused by a mycobacterium? Comparisons with leprosy, tuberculosis, and Johne's disease.
    Lancet Infect Dis. 2003 Aug;3(8):507-14 PMID: 12901893
  40. Antibiotic-associated diarrhea accompanied by large-scale alterations in the composition of the fecal microbiota.
    J Clin Microbiol. 2004 Mar;42(3):1203-6 PMID: 15004076
  41. Therapeutic manipulation of the enteric microflora in inflammatory bowel diseases: antibiotics, probiotics, and prebiotics.
    Gastroenterology. 2004 May;126(6):1620-33 PMID: 15168372
  42. Recognition of commensal microflora by toll-like receptors is required for intestinal homeostasis.
    Cell. 2004 Jul 23;118(2):229-41 PMID: 15260992
  43. The butyrate story: old wine in new bottles?
    Curr Opin Clin Nutr Metab Care. 2004 Sep;7(5):563-7 PMID: 15295277
  44. High prevalence of adherent-invasive Escherichia coli associated with ileal mucosa in Crohn's disease.
    Gastroenterology. 2004 Aug;127(2):412-21 PMID: 15300573
  45. Diverting ileostomy in the surgical management of Crohn's disease of the colon.
    Am J Surg. 1968 Feb;115(2):231-40 PMID: 5635584
  46. Production of experimental ulcerative colitis in gnotobiotic guinea pigs with simplified microflora.
    Infect Immun. 1981 Apr;32(1):225-31 PMID: 7216487
  47. Relation between concentrations of metronidazole and Bacteroides spp in faeces of patients with Crohn's disease and healthy individuals.
    J Clin Pathol. 1981 Jun;34(6):645-50 PMID: 7251906
  48. Role of the faecal stream in the maintenance of Crohn's colitis.
    Gut. 1985 Mar;26(3):279-84 PMID: 3972275
  49. The obligate anaerobic faecal flora of patients with Crohn's disease and their first-degree relatives.
    Scand J Gastroenterol. 1988 Nov;23(9):1125-31 PMID: 3247591
  50. Effect of faecal stream diversion on recurrence of Crohn's disease in the neoterminal ileum.
    Lancet. 1991 Sep 28;338(8770):771-4 PMID: 1681159
  51. The assessment of faecal flora in patients with inflammatory bowel disease by a simplified bacteriological technique.
    J Med Microbiol. 1991 Oct;35(4):238-43 PMID: 1941994
  52. Faecal diversion for Crohn's colitis: a model to study the role of the faecal stream in the inflammatory process.
    Gut. 1994 Feb;35(2):236-42 PMID: 8307475
  53. The germfree state prevents development of gut and joint inflammatory disease in HLA-B27 transgenic rats.
    J Exp Med. 1994 Dec 1;180(6):2359-64 PMID: 7964509
  54. A model of host-microbial interactions in an open mammalian ecosystem.
    Science. 1996 Sep 6;273(5280):1380-3 PMID: 8703071
  55. Normal luminal bacteria, especially Bacteroides species, mediate chronic colitis, gastritis, and arthritis in HLA-B27/human beta2 microglobulin transgenic rats.
    J Clin Invest. 1996 Aug 15;98(4):945-53 PMID: 8770866
  56. On the etiology of Crohn disease.
    Proc Natl Acad Sci U S A. 1996 Sep 3;93(18):9816-20 PMID: 8790414
  57. T cell receptor-alpha beta-deficient mice fail to develop colitis in the absence of a microbial environment.
    Am J Pathol. 1997 Jan;150(1):91-7 PMID: 9006326
  58. Is there clinical, epidemiological and molecular evidence for two forms of Crohn's disease?
    Mol Med Today. 1995 Oct;1(7):343-8 PMID: 9415175
  59. An obesity-associated gut microbiome with increased capacity for energy harvest.
    Nature. 2006 Dec 21;444(7122):1027-31 PMID: 17183312
  60. Resident enteric bacteria are necessary for development of spontaneous colitis and immune system activation in interleukin-10-deficient mice.
    Infect Immun. 1998 Nov;66(11):5224-31 PMID: 9784526
Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
0027-8424
Published
2007-08-21
Epub
2007-00-15
Pages
13780-5
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC1959459
Subset
IM
Grants
NIAID NIH HHS · N01AI30055 · United States
Databases
GENBANK
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