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Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease
BACKGROUND: Monogenic diseases have been shown to contribute to complex disease risk and may hold new insights into the underlying biological mechanism of Inflammatory Bowel Disease (IBD). METHODS: We analyzed Mendelian disease associations with IBD using over 55 million patients from the Optum’s de...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037048/ https://www.ncbi.nlm.nih.gov/pubmed/29462399 http://dx.doi.org/10.1093/ibd/izx087 |
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author | Han, Lichy Maciejewski, Mateusz Brockel, Christoph Afzelius, Lovisa Altman, Russ B |
author_facet | Han, Lichy Maciejewski, Mateusz Brockel, Christoph Afzelius, Lovisa Altman, Russ B |
author_sort | Han, Lichy |
collection | PubMed |
description | BACKGROUND: Monogenic diseases have been shown to contribute to complex disease risk and may hold new insights into the underlying biological mechanism of Inflammatory Bowel Disease (IBD). METHODS: We analyzed Mendelian disease associations with IBD using over 55 million patients from the Optum’s deidentified electronic health records dataset database. Using the significant Mendelian diseases, we performed pathway enrichment analysis and constructed a model using gene expression datasets to differentiate Crohn’s disease (CD), ulcerative colitis (UC), and healthy patient samples. RESULTS: We found 50 Mendelian diseases were significantly associated with IBD, with 40 being significantly associated with both CD and UC. Our results for CD replicated those from previous studies. Pathways that were enriched consisted of mainly immune and metabolic processes with a focus on tolerance and oxidative stress. Our 3-way classifier for UC, CD, and healthy samples yielded an accuracy of 72%. CONCLUSIONS: Mendelian diseases that are significantly associated with IBD may reveal novel insights into the genetic architecture of IBD. |
format | Online Article Text |
id | pubmed-6037048 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60370482019-02-16 Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease Han, Lichy Maciejewski, Mateusz Brockel, Christoph Afzelius, Lovisa Altman, Russ B Inflamm Bowel Dis IBD Live BACKGROUND: Monogenic diseases have been shown to contribute to complex disease risk and may hold new insights into the underlying biological mechanism of Inflammatory Bowel Disease (IBD). METHODS: We analyzed Mendelian disease associations with IBD using over 55 million patients from the Optum’s deidentified electronic health records dataset database. Using the significant Mendelian diseases, we performed pathway enrichment analysis and constructed a model using gene expression datasets to differentiate Crohn’s disease (CD), ulcerative colitis (UC), and healthy patient samples. RESULTS: We found 50 Mendelian diseases were significantly associated with IBD, with 40 being significantly associated with both CD and UC. Our results for CD replicated those from previous studies. Pathways that were enriched consisted of mainly immune and metabolic processes with a focus on tolerance and oxidative stress. Our 3-way classifier for UC, CD, and healthy samples yielded an accuracy of 72%. CONCLUSIONS: Mendelian diseases that are significantly associated with IBD may reveal novel insights into the genetic architecture of IBD. Oxford University Press 2018-03 2018-02-16 /pmc/articles/PMC6037048/ /pubmed/29462399 http://dx.doi.org/10.1093/ibd/izx087 Text en © 2018 Crohn’s & Colitis Foundation. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com. https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model This article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model (https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model) |
spellingShingle | IBD Live Han, Lichy Maciejewski, Mateusz Brockel, Christoph Afzelius, Lovisa Altman, Russ B Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease |
title | Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease |
title_full | Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease |
title_fullStr | Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease |
title_full_unstemmed | Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease |
title_short | Mendelian Disease Associations Reveal Novel Insights into Inflammatory Bowel Disease |
title_sort | mendelian disease associations reveal novel insights into inflammatory bowel disease |
topic | IBD Live |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037048/ https://www.ncbi.nlm.nih.gov/pubmed/29462399 http://dx.doi.org/10.1093/ibd/izx087 |
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