Dysbiosis, inflammation, and response to treatment: a longitudinal study of pediatric subjects with newly diagnosed inflammatory bowel disease. Issue 1 (December 2016)
- Record Type:
- Journal Article
- Title:
- Dysbiosis, inflammation, and response to treatment: a longitudinal study of pediatric subjects with newly diagnosed inflammatory bowel disease. Issue 1 (December 2016)
- Main Title:
- Dysbiosis, inflammation, and response to treatment: a longitudinal study of pediatric subjects with newly diagnosed inflammatory bowel disease
- Authors:
- Shaw, Kelly
Bertha, Madeline
Hofmekler, Tatyana
Chopra, Pankaj
Vatanen, Tommi
Srivatsa, Abhiram
Prince, Jarod
Kumar, Archana
Sauer, Cary
Zwick, Michael
Satten, Glen
Kostic, Aleksandar
Mulle, Jennifer
Xavier, Ramnik
Kugathasan, Subra - Abstract:
- Abstract Background Gut microbiome dysbiosis has been demonstrated in subjects with newly diagnosed and chronic inflammatory bowel disease (IBD). In this study we sought to explore longitudinal changes in dysbiosis and ascertain associations between dysbiosis and markers of disease activity and treatment outcome. Methods We performed a prospective cohort study of 19 treatment-naïve pediatric IBD subjects and 10 healthy controls, measuring fecal calprotectin and assessing the gut microbiome via repeated stool samples. Associations between clinical characteristics and the microbiome were tested using generalized estimating equations. Random forest classification was used to predict ultimate treatment response (presence of mucosal healing at follow-up colonoscopy) or non-response using patients' pretreatment samples. Results Patients with Crohn's disease had increased markers of inflammation and dysbiosis compared to controls. Patients with ulcerative colitis had even higher inflammation and dysbiosis compared to those with Crohn's disease. For all cases, the gut microbial dysbiosis index associated significantly with clinical and biological measures of disease severity, but did not associate with treatment response. We found differences in specific gut microbiome genera between cases/controls and responders/non-responders includingAkkermansia, Coprococcus, Fusobacterium, Veillonella, Faecalibacterium, andAdlercreutzia . Using pretreatment microbiome data in a weighted randomAbstract Background Gut microbiome dysbiosis has been demonstrated in subjects with newly diagnosed and chronic inflammatory bowel disease (IBD). In this study we sought to explore longitudinal changes in dysbiosis and ascertain associations between dysbiosis and markers of disease activity and treatment outcome. Methods We performed a prospective cohort study of 19 treatment-naïve pediatric IBD subjects and 10 healthy controls, measuring fecal calprotectin and assessing the gut microbiome via repeated stool samples. Associations between clinical characteristics and the microbiome were tested using generalized estimating equations. Random forest classification was used to predict ultimate treatment response (presence of mucosal healing at follow-up colonoscopy) or non-response using patients' pretreatment samples. Results Patients with Crohn's disease had increased markers of inflammation and dysbiosis compared to controls. Patients with ulcerative colitis had even higher inflammation and dysbiosis compared to those with Crohn's disease. For all cases, the gut microbial dysbiosis index associated significantly with clinical and biological measures of disease severity, but did not associate with treatment response. We found differences in specific gut microbiome genera between cases/controls and responders/non-responders includingAkkermansia, Coprococcus, Fusobacterium, Veillonella, Faecalibacterium, andAdlercreutzia . Using pretreatment microbiome data in a weighted random forest classifier, we were able to obtain 76.5 % accuracy for prediction of responder status. Conclusions Patient dysbiosis improved over time but persisted even among those who responded to treatment and achieved mucosal healing. Although dysbiosis index was not significantly different between responders and non-responders, we found specific genus-level differences. We found that pretreatment microbiome signatures are a promising avenue for prediction of remission and response to treatment. … (more)
- Is Part Of:
- Genome medicine. Volume 8:Issue 1(2016)
- Journal:
- Genome medicine
- Issue:
- Volume 8:Issue 1(2016)
- Issue Display:
- Volume 8, Issue 1 (2016)
- Year:
- 2016
- Volume:
- 8
- Issue:
- 1
- Issue Sort Value:
- 2016-0008-0001-0000
- Page Start:
- 1
- Page End:
- 13
- Publication Date:
- 2016-12
- Subjects:
- Inflammatory bowel disease -- Microbiome -- Crohn's disease -- Dysbiosis
Genomics -- Periodicals
Medical genetics -- Periodicals
616.042 - Journal URLs:
- http://www.genomemedicine.com ↗
http://www.pubmedcentral.nih.gov/tocrender.fcgi?journal=863&action=archive ↗
http://link.springer.com/ ↗ - DOI:
- 10.1186/s13073-016-0331-y ↗
- Languages:
- English
- ISSNs:
- 1756-994X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10007.xml