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Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation
Inflammatory bowel disease (IBD) incidence has been increasing steadily, most dramatically in the Western developed countries. Treatment often includes lifelong immunosuppressive therapy and surgery. There is a critical need to reduce the burden of IBD and to discover medical therapies with better e...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476176/ https://www.ncbi.nlm.nih.gov/pubmed/32952337 http://dx.doi.org/10.3748/wjg.v26.i33.4889 |
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author | Kostoff, Ronald Neil Briggs, Michael Brandon Shores, Darla Roye |
author_facet | Kostoff, Ronald Neil Briggs, Michael Brandon Shores, Darla Roye |
author_sort | Kostoff, Ronald Neil |
collection | PubMed |
description | Inflammatory bowel disease (IBD) incidence has been increasing steadily, most dramatically in the Western developed countries. Treatment often includes lifelong immunosuppressive therapy and surgery. There is a critical need to reduce the burden of IBD and to discover medical therapies with better efficacy and fewer potential side-effects. Repurposing of treatments originally studied in other diseases with similar pathogenesis is less costly and time intensive than de novo drug discovery. This study used a treatment repurposing methodology, the literature-related discovery and innovation (LRDI) text mining system, to identify potential treatments (developed for non-IBD diseases) with sufficient promise for extrapolation to treatment of IBD. By searching for desirable patterns of twenty key biomarkers relevant to IBD (e.g., inflammation, reactive oxygen species, autophagy, barrier function), the LRDI-based query retrieved approximately 9500 records from Medline. The most recent 350 records were further analyzed for proof-of-concept. Approximately 18% (64/350) met the criteria for discovery (not previously studied in IBD human or animal models) and relevance for application to IBD treatment. Many of the treatments were compounds derived from herbal remedies, and the majority of treatments were being studied in cancer, diabetes, and central nervous system disease, such as depression and dementia. As further validation of the search strategy, the query identified ten treatments that have just recently begun testing in IBD models in the last three years. Literature-related discovery and innovation text mining contains a unique search strategy with tremendous potential to identify treatments for repurposing. A more comprehensive query with additional key biomarkers would have retrieved many thousands more records, further increasing the yield of IBD treatment repurposing discovery. |
format | Online Article Text |
id | pubmed-7476176 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-74761762020-09-18 Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation Kostoff, Ronald Neil Briggs, Michael Brandon Shores, Darla Roye World J Gastroenterol Frontier Inflammatory bowel disease (IBD) incidence has been increasing steadily, most dramatically in the Western developed countries. Treatment often includes lifelong immunosuppressive therapy and surgery. There is a critical need to reduce the burden of IBD and to discover medical therapies with better efficacy and fewer potential side-effects. Repurposing of treatments originally studied in other diseases with similar pathogenesis is less costly and time intensive than de novo drug discovery. This study used a treatment repurposing methodology, the literature-related discovery and innovation (LRDI) text mining system, to identify potential treatments (developed for non-IBD diseases) with sufficient promise for extrapolation to treatment of IBD. By searching for desirable patterns of twenty key biomarkers relevant to IBD (e.g., inflammation, reactive oxygen species, autophagy, barrier function), the LRDI-based query retrieved approximately 9500 records from Medline. The most recent 350 records were further analyzed for proof-of-concept. Approximately 18% (64/350) met the criteria for discovery (not previously studied in IBD human or animal models) and relevance for application to IBD treatment. Many of the treatments were compounds derived from herbal remedies, and the majority of treatments were being studied in cancer, diabetes, and central nervous system disease, such as depression and dementia. As further validation of the search strategy, the query identified ten treatments that have just recently begun testing in IBD models in the last three years. Literature-related discovery and innovation text mining contains a unique search strategy with tremendous potential to identify treatments for repurposing. A more comprehensive query with additional key biomarkers would have retrieved many thousands more records, further increasing the yield of IBD treatment repurposing discovery. Baishideng Publishing Group Inc 2020-09-07 2020-09-07 /pmc/articles/PMC7476176/ /pubmed/32952337 http://dx.doi.org/10.3748/wjg.v26.i33.4889 Text en ©The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. |
spellingShingle | Frontier Kostoff, Ronald Neil Briggs, Michael Brandon Shores, Darla Roye Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
title | Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
title_full | Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
title_fullStr | Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
title_full_unstemmed | Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
title_short | Treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
title_sort | treatment repurposing for inflammatory bowel disease using literature-related discovery and innovation |
topic | Frontier |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7476176/ https://www.ncbi.nlm.nih.gov/pubmed/32952337 http://dx.doi.org/10.3748/wjg.v26.i33.4889 |
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