In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach

Introduction: Crohn's disease and ulcerative colitis, both under the umbrella of inflammatory bowel diseases (IBD), involve many distinct molecular processes. The difference in their molecular processes is studied by using the different genes involved in each disease, and it is explored further...

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Format: Article
Language:English
Published: Mary Ann Liebert 2021-03-01
Series:Network and Systems Medicine
Online Access:https://www.liebertpub.com/doi/full/10.1089/NSM.2020.0012
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spelling doaj-60b8e2374b28478c89a8549bc4ef511c2021-04-02T03:05:42ZengMary Ann LiebertNetwork and Systems Medicine2690-59492021-03-0110.1089/NSM.2020.0012In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine ApproachIntroduction: Crohn's disease and ulcerative colitis, both under the umbrella of inflammatory bowel diseases (IBD), involve many distinct molecular processes. The difference in their molecular processes is studied by using the different genes involved in each disease, and it is explored further for drug targeting and drug repurposing. Methods: The initial set of genes was obtained by mining published literature and several curated databases. The identified genes were then subject to Systems and Network analysis to reveal their molecular processes and shed some light on their pathogenesis. Such methodologies have identified newer targets and drugs that can be repurposed. Results: We use a Systems and Network Medicine approach to understand the mechanism of actions of genes involved in IBD. From an initial set of genes mined from literature and curated databases, we used the Multi-Steiner Tree algorithm implemented within the CoVex systems medicine platform to expand each disease module by incorporating candidate genes with significant connections to the disease-related seed genes. Such expanded disease modules will identify a larger set of potential targets and drugs. We used the Closeness Centrality algorithm implemented within CoVex to search for newer targets and repurposable drugs. Through a network medicine approach, we provide a mechanistic view of the diseases and point to newer drugs and targets. Conclusion: We demonstrate that the Systems and Network Medicine approach is a powerful way to understand diseases and understand their mechanisms of action.https://www.liebertpub.com/doi/full/10.1089/NSM.2020.0012
collection DOAJ
language English
format Article
sources DOAJ
title In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach
spellingShingle In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach
Network and Systems Medicine
title_short In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach
title_full In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach
title_fullStr In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach
title_full_unstemmed In Search of Newer Targets for Inflammatory Bowel Disease: A Systems and a Network Medicine Approach
title_sort in search of newer targets for inflammatory bowel disease: a systems and a network medicine approach
publisher Mary Ann Liebert
series Network and Systems Medicine
issn 2690-5949
publishDate 2021-03-01
description Introduction: Crohn's disease and ulcerative colitis, both under the umbrella of inflammatory bowel diseases (IBD), involve many distinct molecular processes. The difference in their molecular processes is studied by using the different genes involved in each disease, and it is explored further for drug targeting and drug repurposing. Methods: The initial set of genes was obtained by mining published literature and several curated databases. The identified genes were then subject to Systems and Network analysis to reveal their molecular processes and shed some light on their pathogenesis. Such methodologies have identified newer targets and drugs that can be repurposed. Results: We use a Systems and Network Medicine approach to understand the mechanism of actions of genes involved in IBD. From an initial set of genes mined from literature and curated databases, we used the Multi-Steiner Tree algorithm implemented within the CoVex systems medicine platform to expand each disease module by incorporating candidate genes with significant connections to the disease-related seed genes. Such expanded disease modules will identify a larger set of potential targets and drugs. We used the Closeness Centrality algorithm implemented within CoVex to search for newer targets and repurposable drugs. Through a network medicine approach, we provide a mechanistic view of the diseases and point to newer drugs and targets. Conclusion: We demonstrate that the Systems and Network Medicine approach is a powerful way to understand diseases and understand their mechanisms of action.
url https://www.liebertpub.com/doi/full/10.1089/NSM.2020.0012
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