Dysbiosis, inflammation, and response to treatment: a longitudinal study of pediatric subjects with newly diagnosed inflammatory bowel disease.

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dc.contributor.author Shaw, Kelly A en
dc.contributor.author Bertha, Madeline en
dc.contributor.author Hofmekler, Tatyana en
dc.contributor.author Chopra, Pankaj en
dc.contributor.author Vatanen, Tommi en
dc.contributor.author Srivatsa, Abhiram en
dc.contributor.author Prince, Jarod en
dc.contributor.author Kumar, Archana en
dc.contributor.author Sauer, Cary en
dc.contributor.author Zwick, Michael E en
dc.contributor.author Satten, Glen A en
dc.contributor.author Kostic, Aleksandar D en
dc.contributor.author Mulle, Jennifer G en
dc.contributor.author Xavier, Ramnik J en
dc.contributor.author Kugathasan, Subra en
dc.date.accessioned 2018-10-26T02:22:27Z en
dc.date.issued 2016-07-13 en
dc.identifier.issn 1756-994X en
dc.identifier.uri http://hdl.handle.net/2292/43516 en
dc.description.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 including Akkermansia, Coprococcus, Fusobacterium, Veillonella, Faecalibacterium, and Adlercreutzia. 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. en
dc.format.medium Electronic en
dc.language eng en
dc.relation.ispartofseries Genome medicine en
dc.rights Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. Details obtained from http://www.sherpa.ac.uk/romeo/issn/1756-994X/ en
dc.rights.uri https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm en
dc.rights.uri http://creativecommons.org/licenses/by/4.0/ en
dc.subject Gastrointestinal Tract en
dc.subject Intestinal Mucosa en
dc.subject Feces en
dc.subject Humans en
dc.subject Bacteria en
dc.subject Colitis, Ulcerative en
dc.subject Crohn Disease en
dc.subject Inflammation en
dc.subject Leukocyte L1 Antigen Complex en
dc.subject Immunologic Factors en
dc.subject Treatment Outcome en
dc.subject Severity of Illness Index en
dc.subject Case-Control Studies en
dc.subject Longitudinal Studies en
dc.subject Adolescent en
dc.subject Child en
dc.subject Child, Preschool en
dc.subject Female en
dc.subject Male en
dc.subject Dysbiosis en
dc.subject Biomarkers en
dc.subject Gastrointestinal Microbiome en
dc.title Dysbiosis, inflammation, and response to treatment: a longitudinal study of pediatric subjects with newly diagnosed inflammatory bowel disease. en
dc.type Journal Article en
dc.identifier.doi 10.1186/s13073-016-0331-y en
pubs.issue 1 en
pubs.begin-page 75 en
pubs.volume 8 en
dc.rights.holder Copyright: The authors en
dc.identifier.pmid 27412252 en
pubs.publication-status Published en
dc.rights.accessrights http://purl.org/eprint/accessRights/OpenAccess en
pubs.subtype Research Support, Non-U.S. Gov't en
pubs.subtype research-article en
pubs.subtype Journal Article en
pubs.subtype Research Support, N.I.H., Extramural en
pubs.elements-id 734572 en
pubs.org-id Liggins Institute en
dc.identifier.eissn 1756-994X en
pubs.record-created-at-source-date 2016-07-15 en
pubs.dimensions-id 27412252 en


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