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Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease
BACKGROUND: Crohn’s disease (CD) is a heritable chronic inflammatory disorder. Non-coding RNAs (ncRNAs) play an important role in epigenetic regulation by affecting gene expression, but can also directly affect protein function, thus having a substantial impact on biological processes. We investigat...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323253/ https://www.ncbi.nlm.nih.gov/pubmed/34325702 http://dx.doi.org/10.1186/s12920-021-01041-7 |
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author | Pelia, Ranjit Venkateswaran, Suresh Matthews, Jason D. Haberman, Yael Cutler, David J. Hyams, Jeffrey S. Denson, Lee A. Kugathasan, Subra |
author_facet | Pelia, Ranjit Venkateswaran, Suresh Matthews, Jason D. Haberman, Yael Cutler, David J. Hyams, Jeffrey S. Denson, Lee A. Kugathasan, Subra |
author_sort | Pelia, Ranjit |
collection | PubMed |
description | BACKGROUND: Crohn’s disease (CD) is a heritable chronic inflammatory disorder. Non-coding RNAs (ncRNAs) play an important role in epigenetic regulation by affecting gene expression, but can also directly affect protein function, thus having a substantial impact on biological processes. We investigated whether non-coding RNAs (ncRNA) at diagnosis are dysregulated during CD at different CD locations and future disease behaviors to determine if ncRNA signatures can serve as an index to outcomes. METHODS: Using subjects belonging to the RISK cohort, we analyzed ncRNA from the ileal biopsies of 345 CD and 71 non-IBD controls, and ncRNA from rectal biopsies of 329 CD and 61 non-IBD controls. Sequence alignment was done (STAR package) using Human Genome version 38 (hg38) as reference panel. The differential expression (DE) analysis was performed with EdgeR package and DE ncRNAs were identified with a threshold of fold change (FC) > 2 and FDR < 0.05 after multiple test corrections. RESULTS: In total, we identified 130 CD specific DE ncRNAs (89 in ileum and 41 in rectum) when compared to non-IBD controls. Similarly, 35 DE ncRNAs were identified between B1 and B2 in ileum, whereas no differences among CD disease behaviors were noticed in rectum. We also found inflammation specific ncRNAs between inflamed and non-inflamed groups in ileal biopsies. Overall, we observed that expression of mir1244-2, mir1244-3, mir1244-4, and RN7SL2 were increased during CD, regardless of disease behavior, location, or inflammatory status. Lastly, we tested ncRNA expression at baseline as potential tool to predict the disease status, disease behaviors and disease inflammation at 3-year follow up. CONCLUSIONS: We have identified ncRNAs that are specific to disease location, disease behavior, and disease inflammation in CD. Both ileal and rectal specific ncRNA are changing over the course of CD, specifically during the disease progression in the intestinal mucosa. Collectively, our findings show changes in ncRNA during CD and may have a clinical utility in early identification and characterization of disease progression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-021-01041-7. |
format | Online Article Text |
id | pubmed-8323253 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83232532021-07-30 Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease Pelia, Ranjit Venkateswaran, Suresh Matthews, Jason D. Haberman, Yael Cutler, David J. Hyams, Jeffrey S. Denson, Lee A. Kugathasan, Subra BMC Med Genomics Research Article BACKGROUND: Crohn’s disease (CD) is a heritable chronic inflammatory disorder. Non-coding RNAs (ncRNAs) play an important role in epigenetic regulation by affecting gene expression, but can also directly affect protein function, thus having a substantial impact on biological processes. We investigated whether non-coding RNAs (ncRNA) at diagnosis are dysregulated during CD at different CD locations and future disease behaviors to determine if ncRNA signatures can serve as an index to outcomes. METHODS: Using subjects belonging to the RISK cohort, we analyzed ncRNA from the ileal biopsies of 345 CD and 71 non-IBD controls, and ncRNA from rectal biopsies of 329 CD and 61 non-IBD controls. Sequence alignment was done (STAR package) using Human Genome version 38 (hg38) as reference panel. The differential expression (DE) analysis was performed with EdgeR package and DE ncRNAs were identified with a threshold of fold change (FC) > 2 and FDR < 0.05 after multiple test corrections. RESULTS: In total, we identified 130 CD specific DE ncRNAs (89 in ileum and 41 in rectum) when compared to non-IBD controls. Similarly, 35 DE ncRNAs were identified between B1 and B2 in ileum, whereas no differences among CD disease behaviors were noticed in rectum. We also found inflammation specific ncRNAs between inflamed and non-inflamed groups in ileal biopsies. Overall, we observed that expression of mir1244-2, mir1244-3, mir1244-4, and RN7SL2 were increased during CD, regardless of disease behavior, location, or inflammatory status. Lastly, we tested ncRNA expression at baseline as potential tool to predict the disease status, disease behaviors and disease inflammation at 3-year follow up. CONCLUSIONS: We have identified ncRNAs that are specific to disease location, disease behavior, and disease inflammation in CD. Both ileal and rectal specific ncRNA are changing over the course of CD, specifically during the disease progression in the intestinal mucosa. Collectively, our findings show changes in ncRNA during CD and may have a clinical utility in early identification and characterization of disease progression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-021-01041-7. BioMed Central 2021-07-29 /pmc/articles/PMC8323253/ /pubmed/34325702 http://dx.doi.org/10.1186/s12920-021-01041-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Pelia, Ranjit Venkateswaran, Suresh Matthews, Jason D. Haberman, Yael Cutler, David J. Hyams, Jeffrey S. Denson, Lee A. Kugathasan, Subra Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease |
title | Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease |
title_full | Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease |
title_fullStr | Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease |
title_full_unstemmed | Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease |
title_short | Profiling non-coding RNA levels with clinical classifiers in pediatric Crohn’s disease |
title_sort | profiling non-coding rna levels with clinical classifiers in pediatric crohn’s disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8323253/ https://www.ncbi.nlm.nih.gov/pubmed/34325702 http://dx.doi.org/10.1186/s12920-021-01041-7 |
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