Skip to main content
Top
Published in: Gut Pathogens 1/2014

Open Access 01-06-2014 | Research

Characterization of bacterial community shift in human Ulcerative Colitis patients revealed by Illumina based 16S rRNA gene amplicon sequencing

Authors: Sandeep A Walujkar, Dhiraj P Dhotre, Nachiket P Marathe, Parimal S Lawate, Renu S Bharadwaj, Yogesh S Shouche

Published in: Gut Pathogens | Issue 1/2014

Login to get access

Abstract

Background

The healthy human intestine is represented by the presence of bacterial communities predominantly belonging to obligate anaerobes; however disparity and dysanaerobiosis in intestinal microflora may lead to the progression of ulcerative colitis (UC). The foremost aim of this study is to consider and compare the gut microbiota composition in patients suffering from different stages of UC.

Methods

This study represents data from the biopsy samples of six individuals suffering from UC. The samples were collected by colonoscopy and were processed immediately for isolation of DNA. Mucosal microbiota was analyzed by means of 16S rRNA gene-based Illumina high throughput sequencing. Quantitative real-time PCR (qPCR) was performed to determine total bacterial abundances.

Results

Analysis of 23,927 OTUs demonstrated a significant reduction of bacterial diversity consistently from phylum to species level (p < 0.05) for individuals suffering from severe stage of UC. Significant increase in abundance of unusual aerobes and facultative anaerobes, including members from the phylum Proteobacteria (p- = 0.031) was also observed. A 10 fold increase in the total bacterial count was detected in patients suffering from severe inflammatory stage (2.98 +/-0.49 E + 09/ml) when compared with patients with moderate (1.03+/-0.29 E + 08/ml) and mild (1.76 +/-0.34 E + 08/ml) stages of inflammation.

Conclusion

The reduction of bacterial diversity with an increase in the total bacterial count indicates a shift of bacterial communities which signifies dysbiosis and dysanaerobiosis at the mucosal level for patients suffering from UC.
Appendix
Available only for authorised users
Literature
1.
go back to reference Molodecky NA, Soon IS, Rabi DM, Ghali WA, Ferris M, Chernoff G, Benchimol EI, Panaccione R, Ghosh S, Barkema HW, Kaplan GG: Incidence and prevalence of IBD: systematic review. Gastroenterology. 2012, 142: 46-54.CrossRefPubMed Molodecky NA, Soon IS, Rabi DM, Ghali WA, Ferris M, Chernoff G, Benchimol EI, Panaccione R, Ghosh S, Barkema HW, Kaplan GG: Incidence and prevalence of IBD: systematic review. Gastroenterology. 2012, 142: 46-54.CrossRefPubMed
2.
go back to reference Bibiloni R, Mangold M, Madsen KL, Fedorak RN, Tannock GW: The bacteriology of biopsies differs between newly diagnosed, untreated, Crohn’s disease and ulcerative colitis patients. J Med Microbiol. 2006, 55: 1141-1149.CrossRefPubMed Bibiloni R, Mangold M, Madsen KL, Fedorak RN, Tannock GW: The bacteriology of biopsies differs between newly diagnosed, untreated, Crohn’s disease and ulcerative colitis patients. J Med Microbiol. 2006, 55: 1141-1149.CrossRefPubMed
3.
go back to reference Roedlger WEW: Role of anaerobic bacteria in the metabolic welfare of the colonic mucosa in man. Gut. 1980, 21: 793-798.CrossRef Roedlger WEW: Role of anaerobic bacteria in the metabolic welfare of the colonic mucosa in man. Gut. 1980, 21: 793-798.CrossRef
4.
go back to reference Xochitl CM, Tickle TL, Sokol H, Gevers D, Devaney KL, Ward DV, Reyes JA, Shah SA, Neal LL, Snapper SB, Bousvaros A, Korzenik J, Sands BE, Xavier RJ, Huttenhower C: Dysfunction of the intestinal microbiome in inflammatory bowel disease and treatment. Genome Biol. 2012, 13: R79.CrossRef Xochitl CM, Tickle TL, Sokol H, Gevers D, Devaney KL, Ward DV, Reyes JA, Shah SA, Neal LL, Snapper SB, Bousvaros A, Korzenik J, Sands BE, Xavier RJ, Huttenhower C: Dysfunction of the intestinal microbiome in inflammatory bowel disease and treatment. Genome Biol. 2012, 13: R79.CrossRef
5.
go back to reference Ott SJ, Musfeldt M, Wenderoth DF, Hampe J, Brant O, Fölsch UR, Timmis KN, Schreiber S: Reduction in diversity of the colonic mucosa associated bacterial microflora in patients with active inflammatory bowel disease. Gut. 2004, 53: 685-693.PubMedCentralCrossRefPubMed Ott SJ, Musfeldt M, Wenderoth DF, Hampe J, Brant O, Fölsch UR, Timmis KN, Schreiber S: Reduction in diversity of the colonic mucosa associated bacterial microflora in patients with active inflammatory bowel disease. Gut. 2004, 53: 685-693.PubMedCentralCrossRefPubMed
6.
go back to reference Manichanh C, Rigottier-Gois L, Bonnaud E, Gloux K, Pelletier E, Frangeul L, Nalin R, Jarrin C, Chardon P, Marteau P, Roca J, Dore J: Reduced diversity of faecal microbiota in Crohn’s disease revealed by a metagenomic approach. Gut. 2006, 55: 205-211.PubMedCentralCrossRefPubMed Manichanh C, Rigottier-Gois L, Bonnaud E, Gloux K, Pelletier E, Frangeul L, Nalin R, Jarrin C, Chardon P, Marteau P, Roca J, Dore J: Reduced diversity of faecal microbiota in Crohn’s disease revealed by a metagenomic approach. Gut. 2006, 55: 205-211.PubMedCentralCrossRefPubMed
9.
go back to reference Zoetendal EG, Rajilic-Stojanovic M, de Vos WM: Highthroughput diversity and functionality analysis of the gastrointestinal tract microbiota. Gut. 2008, 57 (11): 1605-1615.CrossRefPubMed Zoetendal EG, Rajilic-Stojanovic M, de Vos WM: Highthroughput diversity and functionality analysis of the gastrointestinal tract microbiota. Gut. 2008, 57 (11): 1605-1615.CrossRefPubMed
10.
go back to reference Frank DNS, Amand AL, Feldman RA, Boedeker EC, Harpaz N, Pace NR: Molecular-phylogenetic characterization of microbial community imbalances in human inflammatory bowel diseases. Proc Natl Acad Sci USA. 2007, 104: 13780-13785.PubMedCentralCrossRefPubMed Frank DNS, Amand AL, Feldman RA, Boedeker EC, Harpaz N, Pace NR: Molecular-phylogenetic characterization of microbial community imbalances in human inflammatory bowel diseases. Proc Natl Acad Sci USA. 2007, 104: 13780-13785.PubMedCentralCrossRefPubMed
11.
go back to reference Greenbluma S, Turnbaughb PJ, Borenstein E: Metagenomic systems biology of the human gut microbiome reveals topological shifts associated with obesity and inflammatory bowel disease. Proc Natl Acad Sci U S A. 2012, 109: 594-599.CrossRef Greenbluma S, Turnbaughb PJ, Borenstein E: Metagenomic systems biology of the human gut microbiome reveals topological shifts associated with obesity and inflammatory bowel disease. Proc Natl Acad Sci U S A. 2012, 109: 594-599.CrossRef
12.
go back to reference Walker AW, Sanderson JD, Churcher C, Parkes GC, Hudspith BN, Rayment N, Brostoff J, Parkhill J, Dougan G, Petrovska L: High-throughput clone library analysis of the mucosa-associated microbiota reveals dysbiosis and differences between inflamed and noninflamed regions of the intestine in inflammatory bowel disease. BMC Microbiol. 2011, 11: 7.PubMedCentralCrossRefPubMed Walker AW, Sanderson JD, Churcher C, Parkes GC, Hudspith BN, Rayment N, Brostoff J, Parkhill J, Dougan G, Petrovska L: High-throughput clone library analysis of the mucosa-associated microbiota reveals dysbiosis and differences between inflamed and noninflamed regions of the intestine in inflammatory bowel disease. BMC Microbiol. 2011, 11: 7.PubMedCentralCrossRefPubMed
13.
go back to reference Martinez C, Antolin M, Santos J, Torrejon A, Casellas F, Borruel N, Guarner F, Malagelada JR: Unstable composition of the fecal microbiota in ulcerative colitis during clinical remission. Am J Gastroenterology. 2008, 103: 643-648.CrossRef Martinez C, Antolin M, Santos J, Torrejon A, Casellas F, Borruel N, Guarner F, Malagelada JR: Unstable composition of the fecal microbiota in ulcerative colitis during clinical remission. Am J Gastroenterology. 2008, 103: 643-648.CrossRef
14.
go back to reference Gibson GR, Roberfroid MB: Dietary modulation of the human colonie microbiota: introducing the concept of prebiotics. J Nutr. 1995, 125: 1401-1412.PubMed Gibson GR, Roberfroid MB: Dietary modulation of the human colonie microbiota: introducing the concept of prebiotics. J Nutr. 1995, 125: 1401-1412.PubMed
15.
go back to reference Ba¨ckhed F, Ley RE, Sonnenburg JL, Peterson DA, Gordon JI: Host-bacterial mutualism in the human intestine. Science. 2005, 307: 1915-1919.CrossRef Ba¨ckhed F, Ley RE, Sonnenburg JL, Peterson DA, Gordon JI: Host-bacterial mutualism in the human intestine. Science. 2005, 307: 1915-1919.CrossRef
16.
go back to reference Faith JJ, Guruge JL, Charbonneau M, Subramanian S, Seedorf H, Goodman AL, Clemente JC, Knight R, Heath AC, Leibel RL, Rosenbaum M, Gordon JI: The long-term stability of the human Gut microbiota. Science 2013, 341: 1237439-1–8.PubMedCentralCrossRefPubMed Faith JJ, Guruge JL, Charbonneau M, Subramanian S, Seedorf H, Goodman AL, Clemente JC, Knight R, Heath AC, Leibel RL, Rosenbaum M, Gordon JI: The long-term stability of the human Gut microbiota. Science 2013, 341: 1237439-1–8.PubMedCentralCrossRefPubMed
17.
go back to reference Conte MP, Schippa S, Zamboni I, Penta M, Chiarini F, Seganti L, Osborn J, Falconieri P, Borrelli O, Cucchiara S: Gut-associated bacterial microbiota in paediatric patients with inflammatory bowel disease. Gut. 2006, 55: 1760-1767.PubMedCentralCrossRefPubMed Conte MP, Schippa S, Zamboni I, Penta M, Chiarini F, Seganti L, Osborn J, Falconieri P, Borrelli O, Cucchiara S: Gut-associated bacterial microbiota in paediatric patients with inflammatory bowel disease. Gut. 2006, 55: 1760-1767.PubMedCentralCrossRefPubMed
18.
go back to reference Penders J, Thijs C, Vink C, Stelma FF, Snijders B, Kummeling I, van den Brandt PA, Stobberingh EE: Factors influencing the composition of the intestinal microbiota in early infancy. Pediatrics. 2006, 118: 511-521.CrossRefPubMed Penders J, Thijs C, Vink C, Stelma FF, Snijders B, Kummeling I, van den Brandt PA, Stobberingh EE: Factors influencing the composition of the intestinal microbiota in early infancy. Pediatrics. 2006, 118: 511-521.CrossRefPubMed
19.
go back to reference Scanlan PD, Shanahan F, O’Mahony C, Marchesi JR: Culture-independent analyses of temporal variation of the dominant fecal microbiota and targeted bacterial subgroups in Crohn’s disease. J Clin Microbiology. 2006, 44: 3980-3988.CrossRef Scanlan PD, Shanahan F, O’Mahony C, Marchesi JR: Culture-independent analyses of temporal variation of the dominant fecal microbiota and targeted bacterial subgroups in Crohn’s disease. J Clin Microbiology. 2006, 44: 3980-3988.CrossRef
20.
go back to reference Carroll IM, Chang Y-H, Park J, Sartor RB, Ringel Y: Luminal and mucosal-associated intestinal microbiota in patients with diarrhea-predominant irritable bowel syndrome. Gut Pathogens. 2010, 2: 19.PubMedCentralCrossRefPubMed Carroll IM, Chang Y-H, Park J, Sartor RB, Ringel Y: Luminal and mucosal-associated intestinal microbiota in patients with diarrhea-predominant irritable bowel syndrome. Gut Pathogens. 2010, 2: 19.PubMedCentralCrossRefPubMed
21.
go back to reference Vrieze A, Holleman F, Zoetendal EG, de Vos WM, Hoekstra JB, Nieuwdorp M: The environment within: how gut microbiota may influence metabolism and body composition. Diabetologia. 2010, 53: 606-613.PubMedCentralCrossRefPubMed Vrieze A, Holleman F, Zoetendal EG, de Vos WM, Hoekstra JB, Nieuwdorp M: The environment within: how gut microbiota may influence metabolism and body composition. Diabetologia. 2010, 53: 606-613.PubMedCentralCrossRefPubMed
22.
go back to reference Garrett WS, Gallini CA, Yatsunenko T, Michaud M, DuBois A, Delaney ML, Punit S, Karlsson M, Bry L, Glickman JN, Gordon JI, Onderdonk AB, Glimcher LH: Enterobacteriaceae Act in Concert with the Gut Microbiota to Induce Spontaneous and Maternally Transmitted Colitis. Cell Host & Microbe. 2010, 8: 292-300.CrossRef Garrett WS, Gallini CA, Yatsunenko T, Michaud M, DuBois A, Delaney ML, Punit S, Karlsson M, Bry L, Glickman JN, Gordon JI, Onderdonk AB, Glimcher LH: Enterobacteriaceae Act in Concert with the Gut Microbiota to Induce Spontaneous and Maternally Transmitted Colitis. Cell Host & Microbe. 2010, 8: 292-300.CrossRef
23.
go back to reference Garrett WS, Gallini CA, Yatsunenko T, Michaud M, DuBois A, Delaney ML, Punit S, Karlsson M, Bry L, Glickman JN, Gordon JI, Onderdonk AB, Glimcher LH: Enterobacteriaceae act in concert with the gut microbiota to induce spontaneous and maternally transmitted colitis. Cell Host Microbe. 2011, 8 (3): 292-300.CrossRef Garrett WS, Gallini CA, Yatsunenko T, Michaud M, DuBois A, Delaney ML, Punit S, Karlsson M, Bry L, Glickman JN, Gordon JI, Onderdonk AB, Glimcher LH: Enterobacteriaceae act in concert with the gut microbiota to induce spontaneous and maternally transmitted colitis. Cell Host Microbe. 2011, 8 (3): 292-300.CrossRef
24.
go back to reference Indrani Mukhopadhya , Richard Hansen , El-Omar EM, Ho GL: IBD—what role do Proteobacteria play?. Nat Rev GastroenterolHepatol. 2012, 9: 219-230.CrossRef Indrani Mukhopadhya , Richard Hansen , El-Omar EM, Ho GL: IBD—what role do Proteobacteria play?. Nat Rev GastroenterolHepatol. 2012, 9: 219-230.CrossRef
26.
go back to reference Prideaux L, Kang S, Wagner J, Buckley M, Mahar JE, De Cruz P, Wen Z, Chen L, Xia B, van Langenberg DR, Lockett T, Ng SC, Sung JJ, Desmond P, McSweeney C, Morrison M, Kirkwood CD, Kamm MA: Impact of ethnicity, geography, and disease on the microbiota in health and inflammatory bowel disease. Inflamm Bowel Dis. 2013, 19: 2906-2918.CrossRefPubMed Prideaux L, Kang S, Wagner J, Buckley M, Mahar JE, De Cruz P, Wen Z, Chen L, Xia B, van Langenberg DR, Lockett T, Ng SC, Sung JJ, Desmond P, McSweeney C, Morrison M, Kirkwood CD, Kamm MA: Impact of ethnicity, geography, and disease on the microbiota in health and inflammatory bowel disease. Inflamm Bowel Dis. 2013, 19: 2906-2918.CrossRefPubMed
27.
go back to reference Wills ES, Jonkers DMAE, Savelkou PH, Masclee AA, Pierik MJ, Penders J: Fecal microbial composition of ulcerative colitis and Crohn’s disease patients in remission and subsequent exacerbation. PLoS One. 2014, 9: 1-10.CrossRef Wills ES, Jonkers DMAE, Savelkou PH, Masclee AA, Pierik MJ, Penders J: Fecal microbial composition of ulcerative colitis and Crohn’s disease patients in remission and subsequent exacerbation. PLoS One. 2014, 9: 1-10.CrossRef
29.
go back to reference Gophna U, Sommerfeld K, Gophna S, Doolittle WF, van Zanten SJOV: Differences between tissue-associated intestinal microfloras of patients with Crohn’s disease and ulcerative colitis. J ClinMicrobiol. 2006, 44: 4136-4141. Gophna U, Sommerfeld K, Gophna S, Doolittle WF, van Zanten SJOV: Differences between tissue-associated intestinal microfloras of patients with Crohn’s disease and ulcerative colitis. J ClinMicrobiol. 2006, 44: 4136-4141.
30.
go back to reference Baron JH, Connell AM, Lennard-Jones JE: Variation between observers in describing mucosal appearances in proctocolitis. BMJ. 1964, 5375: 89-92.CrossRef Baron JH, Connell AM, Lennard-Jones JE: Variation between observers in describing mucosal appearances in proctocolitis. BMJ. 1964, 5375: 89-92.CrossRef
32.
go back to reference Ley RE, Turnbaugh PJ, Klein S, Gordon JI: Microbial ecology: human gut microbes associated with obesity. Nature 2006, 444: 1022-1023.CrossRefPubMed Ley RE, Turnbaugh PJ, Klein S, Gordon JI: Microbial ecology: human gut microbes associated with obesity. Nature 2006, 444: 1022-1023.CrossRefPubMed
33.
go back to reference Eckburg PB, Bik EM, Bernstein CN, Purdom E, Dethlefsen L, Sargent M, Gill SR, Nelson KE, Relman DA: Diversity of the human intestinal microbial flora. Science 2005, 308 (5728): 1635-1638.PubMedCentralCrossRefPubMed Eckburg PB, Bik EM, Bernstein CN, Purdom E, Dethlefsen L, Sargent M, Gill SR, Nelson KE, Relman DA: Diversity of the human intestinal microbial flora. Science 2005, 308 (5728): 1635-1638.PubMedCentralCrossRefPubMed
34.
go back to reference Nishikawa J, Kudo T, Sakata S, Benno Y, Sugiyama T: Diversity of mucosa-associated microbiota in active and inactive ulcerative colitis. Scand J Gastroenterol 2009, 44: 180-186.CrossRefPubMed Nishikawa J, Kudo T, Sakata S, Benno Y, Sugiyama T: Diversity of mucosa-associated microbiota in active and inactive ulcerative colitis. Scand J Gastroenterol 2009, 44: 180-186.CrossRefPubMed
35.
go back to reference Sokol H, Seksik P, Furet JP, Firmesse O, Nion-Larmurier I: Low counts of Faecalibacteriumprausnitzii in colitis microbiota. Inflamm Bowel Dis 2009, 15: 1183-1189.CrossRefPubMed Sokol H, Seksik P, Furet JP, Firmesse O, Nion-Larmurier I: Low counts of Faecalibacteriumprausnitzii in colitis microbiota. Inflamm Bowel Dis 2009, 15: 1183-1189.CrossRefPubMed
36.
go back to reference Kleessen B, Kroesen AJ, Buhr HJ, Blaut M: Mucosal and invading bacteria in patients with inflammatory bowel disease compared with controls. Scand J Gastroenterology 2002, 37: 1034-1041.CrossRef Kleessen B, Kroesen AJ, Buhr HJ, Blaut M: Mucosal and invading bacteria in patients with inflammatory bowel disease compared with controls. Scand J Gastroenterology 2002, 37: 1034-1041.CrossRef
37.
go back to reference Wang M, Molin G, Ahrn S, Adawi D, Jeppsson B: High proportions of proinflammatory bacteria on the colonic mucosa in a young patient with ulcerative colitis as revealed by cloning and sequencing of 16S rRNA genes. Dig Dis Sci 2007, 52: 620-627.CrossRefPubMed Wang M, Molin G, Ahrn S, Adawi D, Jeppsson B: High proportions of proinflammatory bacteria on the colonic mucosa in a young patient with ulcerative colitis as revealed by cloning and sequencing of 16S rRNA genes. Dig Dis Sci 2007, 52: 620-627.CrossRefPubMed
38.
go back to reference Swidsinski A, Loening-Baucke V, Theissig F, Engelhardt H, Bengmark S, Koch S, Lochs H, Dörffel Y: Comparative study of the intestinal mucus barrier in normal and inflamed colon. Gut 2007, 56: 343-350.PubMedCentralCrossRefPubMed Swidsinski A, Loening-Baucke V, Theissig F, Engelhardt H, Bengmark S, Koch S, Lochs H, Dörffel Y: Comparative study of the intestinal mucus barrier in normal and inflamed colon. Gut 2007, 56: 343-350.PubMedCentralCrossRefPubMed
39.
go back to reference Lupp C, Robertson ML, Wickham ME, Sekirov I, Champion OL, Gaynor EC, Finlay BB: Host-mediated inflammation disrupts the intestinal microbiota and promotes the overgrowth of Enterobacteriaceae. Cell Host Microbe. 2007, 2: 119-129.CrossRefPubMed Lupp C, Robertson ML, Wickham ME, Sekirov I, Champion OL, Gaynor EC, Finlay BB: Host-mediated inflammation disrupts the intestinal microbiota and promotes the overgrowth of Enterobacteriaceae. Cell Host Microbe. 2007, 2: 119-129.CrossRefPubMed
40.
go back to reference Mylonaki M, Rayment NB, Rampton DS, Hudspith BN, Brostoff J: Molecular characterization of rectal mucosa-associated bacterial flora in inflammatory bowel disease. Inflamm Bowel Dis. 2005, 11: 481-487.CrossRefPubMed Mylonaki M, Rayment NB, Rampton DS, Hudspith BN, Brostoff J: Molecular characterization of rectal mucosa-associated bacterial flora in inflammatory bowel disease. Inflamm Bowel Dis. 2005, 11: 481-487.CrossRefPubMed
41.
go back to reference Travis SPL, Schnell D, Krzeski P: Developing an instrument to assess the endoscopic severity of ulcerative colitis: the Ulcerative Colitis Endoscopic Index of Severity (UCEIS). Gut. 2011, 300486: 1-8. Travis SPL, Schnell D, Krzeski P: Developing an instrument to assess the endoscopic severity of ulcerative colitis: the Ulcerative Colitis Endoscopic Index of Severity (UCEIS). Gut. 2011, 300486: 1-8.
42.
go back to reference Muyzer G, De Waal EC, Uitierlinden AG: Profiling of complex microbial populations by denaturing gradient gel electrophoresis analysis of polymerase chain reaction-amplified genes coding for 16S rRNA. Appl Environ Microbiol. 1993, 59: 695-700.PubMedCentralPubMed Muyzer G, De Waal EC, Uitierlinden AG: Profiling of complex microbial populations by denaturing gradient gel electrophoresis analysis of polymerase chain reaction-amplified genes coding for 16S rRNA. Appl Environ Microbiol. 1993, 59: 695-700.PubMedCentralPubMed
43.
go back to reference DeSantis TZ, Hugenholtz P, Larsen N, Rojas M, Brodie EL, Keller K, Huber T, Dalevi D, Hu P, Andersen GL: Meta-analyses of studies of the human microbiota. Genome Res. 2013, 23: 1704-1714.CrossRef DeSantis TZ, Hugenholtz P, Larsen N, Rojas M, Brodie EL, Keller K, Huber T, Dalevi D, Hu P, Andersen GL: Meta-analyses of studies of the human microbiota. Genome Res. 2013, 23: 1704-1714.CrossRef
44.
go back to reference DeSantis TZ, Hugenholtz P, Larsen N: Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB. Appl Environ Microb. 2006, 72 (7): 5069-5072.CrossRef DeSantis TZ, Hugenholtz P, Larsen N: Greengenes, a chimera-checked 16S rRNA gene database and workbench compatible with ARB. Appl Environ Microb. 2006, 72 (7): 5069-5072.CrossRef
45.
go back to reference Bartram AK, Lynch MDJ, Stearns JC, Moreno Hagelsieb G, Neufeld JD: Generation of multimillion-sequence 16S rRNA gene libraries from complex microbial communities by assembling paired-End illumina reads. Appl Environ Microbiol. 2011, 77: 3846-3852.PubMedCentralCrossRefPubMed Bartram AK, Lynch MDJ, Stearns JC, Moreno Hagelsieb G, Neufeld JD: Generation of multimillion-sequence 16S rRNA gene libraries from complex microbial communities by assembling paired-End illumina reads. Appl Environ Microbiol. 2011, 77: 3846-3852.PubMedCentralCrossRefPubMed
47.
go back to reference Edgar RC: Search and clustering orders of magnitude faster than BLAST. Bioinformatics. 2010, 26: 2460-2461.CrossRefPubMed Edgar RC: Search and clustering orders of magnitude faster than BLAST. Bioinformatics. 2010, 26: 2460-2461.CrossRefPubMed
49.
go back to reference Nadkarni MA, Martin FE, Jacques NA, Hunter N: Determination of bacterial load by real-time PCR using a broad-range (universal) probe and primers set. Microbiology. 2002, 148: 257-266.CrossRefPubMed Nadkarni MA, Martin FE, Jacques NA, Hunter N: Determination of bacterial load by real-time PCR using a broad-range (universal) probe and primers set. Microbiology. 2002, 148: 257-266.CrossRefPubMed
50.
go back to reference Ihaka R, Gentleman R: R: a language for data analysis and graphics. J Comput Graph Stat. 1996, 5: 299-314. Ihaka R, Gentleman R: R: a language for data analysis and graphics. J Comput Graph Stat. 1996, 5: 299-314.
Metadata
Title
Characterization of bacterial community shift in human Ulcerative Colitis patients revealed by Illumina based 16S rRNA gene amplicon sequencing
Authors
Sandeep A Walujkar
Dhiraj P Dhotre
Nachiket P Marathe
Parimal S Lawate
Renu S Bharadwaj
Yogesh S Shouche
Publication date
01-06-2014
Publisher
BioMed Central
Published in
Gut Pathogens / Issue 1/2014
Electronic ISSN: 1757-4749
DOI
https://doi.org/10.1186/1757-4749-6-22

Other articles of this Issue 1/2014

Gut Pathogens 1/2014 Go to the issue