Current insights from high-throughput sequencing of the nonbacterial microbiome in IBD
Study . | Study Population(s) . | Microbiome Sample(s) and Methods . | Key Findings . |
---|---|---|---|
Fungi | |||
57 | Active CD (n = 31), active UC (n = 26), non-IBD intestinal inflammation (n = 15), healthy individuals (n = 32) | 18S rRNA–based amplification, denaturing gradient gel electrophoresis, and clone library analysis of stool and biopsies from inflamed colon | ↑ fungal species in active CD biopsies compared with active UC and control subjects |
62 | Pediatric IBD (26 CD, 4 UC, and 2 indeterminate colitis), healthy adult and pediatric control subjects (n = 90) | ITS1 sequencing of stool | ↓ fungal diversity (Shannon index) in IBD |
↑ abundance of Cyberlindnera jadinii and C. parapsilosis and ↓ abundance of Cladosporium cladosporioides in IBD | |||
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | ↑ abundance of C. jadinii, S. cerevisiae, Clavispora lusitaniae, C. albicans, and Kluyveromyces marxianus in active CD, which decreased following 8 weeks of exclusive enteral nutrition |
60 | Active and inactive CD (n = 20), CD relatives (n = 28), unrelated healthy individuals (n = 21) | ITS1, ITS2, and 16S rRNA sequencing of stool | ↑ abundance of C. tropicalis in CD patients, positively correlated with Serratia marcescens and Escherichia coli |
59 | Active CD (n = 16), inactive CD (n = 7), healthy individuals (n = 10) | ITS2 rRNA sequencing of ileo-colonic biopsies with quantitative PCR | ↑ fungal load of both inflamed and inflamed mucosa in active CD compared with inactive CD and healthy control subjects |
58 | Active UC (n = 14), healthy individuals (n = 15) | 18S and ITS2 rRNA sequencing of biopsies from inflamed colon; quantitative PCR of 18S rRNA for fungal load | ↓ fungal species count and abundance in active UC |
↑ abundance of Aspergillus in active UC | |||
52 | Active CD and UC patients (n = 106), inactive CD and UC patients (n = 129), healthy individuals (n = 38) | ITS2 rRNA sequencing of stool | ↑ abundance of C. albicans and ↓ abundance of S. cerevisiae and Malassezia sympodialis in active IBD compared with remission |
↓ fungal species count in UC | |||
64 | PSC patients with IBD in remission (n = 27), PSC patients without IBD (n = 22), IBD patients in remission without PSC (n = 33), and healthy individuals (n = 30) | ITS2 and 16S sequencing of stool | No difference in fungal diversity (Shannon and Chao1 indices) between IBD remission and healthy individuals |
↑ fungal diversity (Shannon) index in PSC compared with IBD remission | |||
61 | Mice injured by colonic biopsies and treated with antibiotics to impair healing, control mice injured but not treated with antibiotics | Quantitative PCR of ITS of murine mucosal wounds and patient ileal biopsies | ↑ Debaryomyces hansenii abundance in mucosal wounds of antibiotic-treated mice compared with control subjects |
Patients with active CD (n = 7) and healthy individuals (n = 10) | ↑ D. hansenii abundance in inflamed mucosa of CD patients compared with uninflamed mucosa in same patients | ||
65 | Patients with 3-month remission of UC (n = 31), and ileal or ileocolonic CD (n = 34), patients with active CD (n = 55), UC relatives (n = 29), CD relatives (n = 29), healthy unrelated individuals (n = 28) | Quantitative PCR of ITS2 and 16S rRNA of stool, random forest predictive modelling | ↑ fungal load in relapsed CD compared with patients who remained in remission |
↑ fungal load in relapsed UC compared with UC remission, CD remission, and CD relapsed | |||
Fungal and bacterial load combined with clinical markers (C-reactive protein and fecal calprotectin) and demographic data distinguished UC from CD and could predict relapse | |||
Protozoa | |||
66 | Active and inactive CD and UC patients (n = 100), healthy individuals (n = 96) | Culture and PCR of stool | ↓ Blastocystis and Dientamoeba fragilis prevalence in active CD and UC than inactive |
↓ Blastocystis prevalence in both active and inactive IBD than control subjects | |||
67 | Patients with active CD (n = 76) and UC (n = 31), healthy individuals (n = 616) | 18S rRNA sequencing of stool | ↓ Blastocystis prevalence in IBD |
Viruses | |||
68 | Patients with active (n = 10) and inactive (n = 1) ileocolonic CD, healthy individuals (n = 8) | 454 pyrosequencing of stool | ↓ virome diversity (Shannon index) in CD |
69 | Pediatric patients with CD (n = 6), and healthy individuals (n = 6) | 454 pyrosequencing of ileal and colonic biopsies, and gut washes | ↑ abundances of viral species in CD, Caudovirales most abundant |
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | No difference in bacteriophage species between groups |
70 | Patients with CD (n = 18), UC (n = 42), healthy individuals (n = 12) | 454 pyrosequencing of stool | ↑ abundances of Caudovirales bacteriophage species in CD and UC |
71 | Patients with new-onset active CD (n = 12), healthy individuals (n = 12) | 454 pyrosequencing of colonic biopsies | ↑ viral species in active CD |
72 | C57BL6/J Rag1-/- mice with colitis induced by injection of CD4+ CD45RBHigh T cells (n = 3) and control mice injected with saline (n = 3) | Shotgun whole metagenome sequencing of stool | ↑ abundances of Caudovirales bacteriophages species in murine colitis |
Study . | Study Population(s) . | Microbiome Sample(s) and Methods . | Key Findings . |
---|---|---|---|
Fungi | |||
57 | Active CD (n = 31), active UC (n = 26), non-IBD intestinal inflammation (n = 15), healthy individuals (n = 32) | 18S rRNA–based amplification, denaturing gradient gel electrophoresis, and clone library analysis of stool and biopsies from inflamed colon | ↑ fungal species in active CD biopsies compared with active UC and control subjects |
62 | Pediatric IBD (26 CD, 4 UC, and 2 indeterminate colitis), healthy adult and pediatric control subjects (n = 90) | ITS1 sequencing of stool | ↓ fungal diversity (Shannon index) in IBD |
↑ abundance of Cyberlindnera jadinii and C. parapsilosis and ↓ abundance of Cladosporium cladosporioides in IBD | |||
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | ↑ abundance of C. jadinii, S. cerevisiae, Clavispora lusitaniae, C. albicans, and Kluyveromyces marxianus in active CD, which decreased following 8 weeks of exclusive enteral nutrition |
60 | Active and inactive CD (n = 20), CD relatives (n = 28), unrelated healthy individuals (n = 21) | ITS1, ITS2, and 16S rRNA sequencing of stool | ↑ abundance of C. tropicalis in CD patients, positively correlated with Serratia marcescens and Escherichia coli |
59 | Active CD (n = 16), inactive CD (n = 7), healthy individuals (n = 10) | ITS2 rRNA sequencing of ileo-colonic biopsies with quantitative PCR | ↑ fungal load of both inflamed and inflamed mucosa in active CD compared with inactive CD and healthy control subjects |
58 | Active UC (n = 14), healthy individuals (n = 15) | 18S and ITS2 rRNA sequencing of biopsies from inflamed colon; quantitative PCR of 18S rRNA for fungal load | ↓ fungal species count and abundance in active UC |
↑ abundance of Aspergillus in active UC | |||
52 | Active CD and UC patients (n = 106), inactive CD and UC patients (n = 129), healthy individuals (n = 38) | ITS2 rRNA sequencing of stool | ↑ abundance of C. albicans and ↓ abundance of S. cerevisiae and Malassezia sympodialis in active IBD compared with remission |
↓ fungal species count in UC | |||
64 | PSC patients with IBD in remission (n = 27), PSC patients without IBD (n = 22), IBD patients in remission without PSC (n = 33), and healthy individuals (n = 30) | ITS2 and 16S sequencing of stool | No difference in fungal diversity (Shannon and Chao1 indices) between IBD remission and healthy individuals |
↑ fungal diversity (Shannon) index in PSC compared with IBD remission | |||
61 | Mice injured by colonic biopsies and treated with antibiotics to impair healing, control mice injured but not treated with antibiotics | Quantitative PCR of ITS of murine mucosal wounds and patient ileal biopsies | ↑ Debaryomyces hansenii abundance in mucosal wounds of antibiotic-treated mice compared with control subjects |
Patients with active CD (n = 7) and healthy individuals (n = 10) | ↑ D. hansenii abundance in inflamed mucosa of CD patients compared with uninflamed mucosa in same patients | ||
65 | Patients with 3-month remission of UC (n = 31), and ileal or ileocolonic CD (n = 34), patients with active CD (n = 55), UC relatives (n = 29), CD relatives (n = 29), healthy unrelated individuals (n = 28) | Quantitative PCR of ITS2 and 16S rRNA of stool, random forest predictive modelling | ↑ fungal load in relapsed CD compared with patients who remained in remission |
↑ fungal load in relapsed UC compared with UC remission, CD remission, and CD relapsed | |||
Fungal and bacterial load combined with clinical markers (C-reactive protein and fecal calprotectin) and demographic data distinguished UC from CD and could predict relapse | |||
Protozoa | |||
66 | Active and inactive CD and UC patients (n = 100), healthy individuals (n = 96) | Culture and PCR of stool | ↓ Blastocystis and Dientamoeba fragilis prevalence in active CD and UC than inactive |
↓ Blastocystis prevalence in both active and inactive IBD than control subjects | |||
67 | Patients with active CD (n = 76) and UC (n = 31), healthy individuals (n = 616) | 18S rRNA sequencing of stool | ↓ Blastocystis prevalence in IBD |
Viruses | |||
68 | Patients with active (n = 10) and inactive (n = 1) ileocolonic CD, healthy individuals (n = 8) | 454 pyrosequencing of stool | ↓ virome diversity (Shannon index) in CD |
69 | Pediatric patients with CD (n = 6), and healthy individuals (n = 6) | 454 pyrosequencing of ileal and colonic biopsies, and gut washes | ↑ abundances of viral species in CD, Caudovirales most abundant |
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | No difference in bacteriophage species between groups |
70 | Patients with CD (n = 18), UC (n = 42), healthy individuals (n = 12) | 454 pyrosequencing of stool | ↑ abundances of Caudovirales bacteriophage species in CD and UC |
71 | Patients with new-onset active CD (n = 12), healthy individuals (n = 12) | 454 pyrosequencing of colonic biopsies | ↑ viral species in active CD |
72 | C57BL6/J Rag1-/- mice with colitis induced by injection of CD4+ CD45RBHigh T cells (n = 3) and control mice injected with saline (n = 3) | Shotgun whole metagenome sequencing of stool | ↑ abundances of Caudovirales bacteriophages species in murine colitis |
Abbreviations: CD, Crohn’s disease; IBD, inflammatory bowel disease; PCR, polymerase chain reaction; PSC, primary sclerosing cholangitis; rRNA, ribosomal RNA; UC, ulcerative colitis.
Current insights from high-throughput sequencing of the nonbacterial microbiome in IBD
Study . | Study Population(s) . | Microbiome Sample(s) and Methods . | Key Findings . |
---|---|---|---|
Fungi | |||
57 | Active CD (n = 31), active UC (n = 26), non-IBD intestinal inflammation (n = 15), healthy individuals (n = 32) | 18S rRNA–based amplification, denaturing gradient gel electrophoresis, and clone library analysis of stool and biopsies from inflamed colon | ↑ fungal species in active CD biopsies compared with active UC and control subjects |
62 | Pediatric IBD (26 CD, 4 UC, and 2 indeterminate colitis), healthy adult and pediatric control subjects (n = 90) | ITS1 sequencing of stool | ↓ fungal diversity (Shannon index) in IBD |
↑ abundance of Cyberlindnera jadinii and C. parapsilosis and ↓ abundance of Cladosporium cladosporioides in IBD | |||
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | ↑ abundance of C. jadinii, S. cerevisiae, Clavispora lusitaniae, C. albicans, and Kluyveromyces marxianus in active CD, which decreased following 8 weeks of exclusive enteral nutrition |
60 | Active and inactive CD (n = 20), CD relatives (n = 28), unrelated healthy individuals (n = 21) | ITS1, ITS2, and 16S rRNA sequencing of stool | ↑ abundance of C. tropicalis in CD patients, positively correlated with Serratia marcescens and Escherichia coli |
59 | Active CD (n = 16), inactive CD (n = 7), healthy individuals (n = 10) | ITS2 rRNA sequencing of ileo-colonic biopsies with quantitative PCR | ↑ fungal load of both inflamed and inflamed mucosa in active CD compared with inactive CD and healthy control subjects |
58 | Active UC (n = 14), healthy individuals (n = 15) | 18S and ITS2 rRNA sequencing of biopsies from inflamed colon; quantitative PCR of 18S rRNA for fungal load | ↓ fungal species count and abundance in active UC |
↑ abundance of Aspergillus in active UC | |||
52 | Active CD and UC patients (n = 106), inactive CD and UC patients (n = 129), healthy individuals (n = 38) | ITS2 rRNA sequencing of stool | ↑ abundance of C. albicans and ↓ abundance of S. cerevisiae and Malassezia sympodialis in active IBD compared with remission |
↓ fungal species count in UC | |||
64 | PSC patients with IBD in remission (n = 27), PSC patients without IBD (n = 22), IBD patients in remission without PSC (n = 33), and healthy individuals (n = 30) | ITS2 and 16S sequencing of stool | No difference in fungal diversity (Shannon and Chao1 indices) between IBD remission and healthy individuals |
↑ fungal diversity (Shannon) index in PSC compared with IBD remission | |||
61 | Mice injured by colonic biopsies and treated with antibiotics to impair healing, control mice injured but not treated with antibiotics | Quantitative PCR of ITS of murine mucosal wounds and patient ileal biopsies | ↑ Debaryomyces hansenii abundance in mucosal wounds of antibiotic-treated mice compared with control subjects |
Patients with active CD (n = 7) and healthy individuals (n = 10) | ↑ D. hansenii abundance in inflamed mucosa of CD patients compared with uninflamed mucosa in same patients | ||
65 | Patients with 3-month remission of UC (n = 31), and ileal or ileocolonic CD (n = 34), patients with active CD (n = 55), UC relatives (n = 29), CD relatives (n = 29), healthy unrelated individuals (n = 28) | Quantitative PCR of ITS2 and 16S rRNA of stool, random forest predictive modelling | ↑ fungal load in relapsed CD compared with patients who remained in remission |
↑ fungal load in relapsed UC compared with UC remission, CD remission, and CD relapsed | |||
Fungal and bacterial load combined with clinical markers (C-reactive protein and fecal calprotectin) and demographic data distinguished UC from CD and could predict relapse | |||
Protozoa | |||
66 | Active and inactive CD and UC patients (n = 100), healthy individuals (n = 96) | Culture and PCR of stool | ↓ Blastocystis and Dientamoeba fragilis prevalence in active CD and UC than inactive |
↓ Blastocystis prevalence in both active and inactive IBD than control subjects | |||
67 | Patients with active CD (n = 76) and UC (n = 31), healthy individuals (n = 616) | 18S rRNA sequencing of stool | ↓ Blastocystis prevalence in IBD |
Viruses | |||
68 | Patients with active (n = 10) and inactive (n = 1) ileocolonic CD, healthy individuals (n = 8) | 454 pyrosequencing of stool | ↓ virome diversity (Shannon index) in CD |
69 | Pediatric patients with CD (n = 6), and healthy individuals (n = 6) | 454 pyrosequencing of ileal and colonic biopsies, and gut washes | ↑ abundances of viral species in CD, Caudovirales most abundant |
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | No difference in bacteriophage species between groups |
70 | Patients with CD (n = 18), UC (n = 42), healthy individuals (n = 12) | 454 pyrosequencing of stool | ↑ abundances of Caudovirales bacteriophage species in CD and UC |
71 | Patients with new-onset active CD (n = 12), healthy individuals (n = 12) | 454 pyrosequencing of colonic biopsies | ↑ viral species in active CD |
72 | C57BL6/J Rag1-/- mice with colitis induced by injection of CD4+ CD45RBHigh T cells (n = 3) and control mice injected with saline (n = 3) | Shotgun whole metagenome sequencing of stool | ↑ abundances of Caudovirales bacteriophages species in murine colitis |
Study . | Study Population(s) . | Microbiome Sample(s) and Methods . | Key Findings . |
---|---|---|---|
Fungi | |||
57 | Active CD (n = 31), active UC (n = 26), non-IBD intestinal inflammation (n = 15), healthy individuals (n = 32) | 18S rRNA–based amplification, denaturing gradient gel electrophoresis, and clone library analysis of stool and biopsies from inflamed colon | ↑ fungal species in active CD biopsies compared with active UC and control subjects |
62 | Pediatric IBD (26 CD, 4 UC, and 2 indeterminate colitis), healthy adult and pediatric control subjects (n = 90) | ITS1 sequencing of stool | ↓ fungal diversity (Shannon index) in IBD |
↑ abundance of Cyberlindnera jadinii and C. parapsilosis and ↓ abundance of Cladosporium cladosporioides in IBD | |||
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | ↑ abundance of C. jadinii, S. cerevisiae, Clavispora lusitaniae, C. albicans, and Kluyveromyces marxianus in active CD, which decreased following 8 weeks of exclusive enteral nutrition |
60 | Active and inactive CD (n = 20), CD relatives (n = 28), unrelated healthy individuals (n = 21) | ITS1, ITS2, and 16S rRNA sequencing of stool | ↑ abundance of C. tropicalis in CD patients, positively correlated with Serratia marcescens and Escherichia coli |
59 | Active CD (n = 16), inactive CD (n = 7), healthy individuals (n = 10) | ITS2 rRNA sequencing of ileo-colonic biopsies with quantitative PCR | ↑ fungal load of both inflamed and inflamed mucosa in active CD compared with inactive CD and healthy control subjects |
58 | Active UC (n = 14), healthy individuals (n = 15) | 18S and ITS2 rRNA sequencing of biopsies from inflamed colon; quantitative PCR of 18S rRNA for fungal load | ↓ fungal species count and abundance in active UC |
↑ abundance of Aspergillus in active UC | |||
52 | Active CD and UC patients (n = 106), inactive CD and UC patients (n = 129), healthy individuals (n = 38) | ITS2 rRNA sequencing of stool | ↑ abundance of C. albicans and ↓ abundance of S. cerevisiae and Malassezia sympodialis in active IBD compared with remission |
↓ fungal species count in UC | |||
64 | PSC patients with IBD in remission (n = 27), PSC patients without IBD (n = 22), IBD patients in remission without PSC (n = 33), and healthy individuals (n = 30) | ITS2 and 16S sequencing of stool | No difference in fungal diversity (Shannon and Chao1 indices) between IBD remission and healthy individuals |
↑ fungal diversity (Shannon) index in PSC compared with IBD remission | |||
61 | Mice injured by colonic biopsies and treated with antibiotics to impair healing, control mice injured but not treated with antibiotics | Quantitative PCR of ITS of murine mucosal wounds and patient ileal biopsies | ↑ Debaryomyces hansenii abundance in mucosal wounds of antibiotic-treated mice compared with control subjects |
Patients with active CD (n = 7) and healthy individuals (n = 10) | ↑ D. hansenii abundance in inflamed mucosa of CD patients compared with uninflamed mucosa in same patients | ||
65 | Patients with 3-month remission of UC (n = 31), and ileal or ileocolonic CD (n = 34), patients with active CD (n = 55), UC relatives (n = 29), CD relatives (n = 29), healthy unrelated individuals (n = 28) | Quantitative PCR of ITS2 and 16S rRNA of stool, random forest predictive modelling | ↑ fungal load in relapsed CD compared with patients who remained in remission |
↑ fungal load in relapsed UC compared with UC remission, CD remission, and CD relapsed | |||
Fungal and bacterial load combined with clinical markers (C-reactive protein and fecal calprotectin) and demographic data distinguished UC from CD and could predict relapse | |||
Protozoa | |||
66 | Active and inactive CD and UC patients (n = 100), healthy individuals (n = 96) | Culture and PCR of stool | ↓ Blastocystis and Dientamoeba fragilis prevalence in active CD and UC than inactive |
↓ Blastocystis prevalence in both active and inactive IBD than control subjects | |||
67 | Patients with active CD (n = 76) and UC (n = 31), healthy individuals (n = 616) | 18S rRNA sequencing of stool | ↓ Blastocystis prevalence in IBD |
Viruses | |||
68 | Patients with active (n = 10) and inactive (n = 1) ileocolonic CD, healthy individuals (n = 8) | 454 pyrosequencing of stool | ↓ virome diversity (Shannon index) in CD |
69 | Pediatric patients with CD (n = 6), and healthy individuals (n = 6) | 454 pyrosequencing of ileal and colonic biopsies, and gut washes | ↑ abundances of viral species in CD, Caudovirales most abundant |
63 | Pediatric active CD (n = 90), healthy pediatric control subjects (n = 26) | Shotgun whole metagenome sequencing of stool | No difference in bacteriophage species between groups |
70 | Patients with CD (n = 18), UC (n = 42), healthy individuals (n = 12) | 454 pyrosequencing of stool | ↑ abundances of Caudovirales bacteriophage species in CD and UC |
71 | Patients with new-onset active CD (n = 12), healthy individuals (n = 12) | 454 pyrosequencing of colonic biopsies | ↑ viral species in active CD |
72 | C57BL6/J Rag1-/- mice with colitis induced by injection of CD4+ CD45RBHigh T cells (n = 3) and control mice injected with saline (n = 3) | Shotgun whole metagenome sequencing of stool | ↑ abundances of Caudovirales bacteriophages species in murine colitis |
Abbreviations: CD, Crohn’s disease; IBD, inflammatory bowel disease; PCR, polymerase chain reaction; PSC, primary sclerosing cholangitis; rRNA, ribosomal RNA; UC, ulcerative colitis.
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