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Promoter/enhancer-based controllability of regulatory networks

Understanding the mechanisms of tissue-specific transcriptional regulation is crucial as mis-regulation can cause a broad range of diseases. Here, we investigated transcription factors (TF) that are indispensable for the topological control of tissue specific and cell-type specific regulatory networ...

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Autores principales: Devkota, Prajwal, Wuchty, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894475/
https://www.ncbi.nlm.nih.gov/pubmed/35241702
http://dx.doi.org/10.1038/s41598-022-07035-4
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author Devkota, Prajwal
Wuchty, Stefan
author_facet Devkota, Prajwal
Wuchty, Stefan
author_sort Devkota, Prajwal
collection PubMed
description Understanding the mechanisms of tissue-specific transcriptional regulation is crucial as mis-regulation can cause a broad range of diseases. Here, we investigated transcription factors (TF) that are indispensable for the topological control of tissue specific and cell-type specific regulatory networks as a function of their binding to regulatory elements on promoters and enhancers of corresponding target genes. In particular, we found that promoter-binding TFs that were indispensable for regulatory network control regulate genes that are tissue-specifically expressed and overexpressed in corresponding cancer types. In turn, indispensable, enhancer-binding TFs were enriched with disease and signaling genes as they control an increasing number of cell-type specific regulatory networks. Their target genes were cell-type specific for blood and immune-related cell-types and over-expressed in blood-related cancers. Notably, target genes of indispensable enhancer-binding TFs in cell-type specific regulatory networks were enriched with cancer drug targets, while target genes of indispensable promoter-binding TFs were bona-fide targets of cancer drugs in corresponding tissues. Our results emphasize the significant role control analysis of regulatory networks plays in our understanding of transcriptional regulation, demonstrating potential therapeutic implications in tissue-specific drug discovery research.
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spelling pubmed-88944752022-03-07 Promoter/enhancer-based controllability of regulatory networks Devkota, Prajwal Wuchty, Stefan Sci Rep Article Understanding the mechanisms of tissue-specific transcriptional regulation is crucial as mis-regulation can cause a broad range of diseases. Here, we investigated transcription factors (TF) that are indispensable for the topological control of tissue specific and cell-type specific regulatory networks as a function of their binding to regulatory elements on promoters and enhancers of corresponding target genes. In particular, we found that promoter-binding TFs that were indispensable for regulatory network control regulate genes that are tissue-specifically expressed and overexpressed in corresponding cancer types. In turn, indispensable, enhancer-binding TFs were enriched with disease and signaling genes as they control an increasing number of cell-type specific regulatory networks. Their target genes were cell-type specific for blood and immune-related cell-types and over-expressed in blood-related cancers. Notably, target genes of indispensable enhancer-binding TFs in cell-type specific regulatory networks were enriched with cancer drug targets, while target genes of indispensable promoter-binding TFs were bona-fide targets of cancer drugs in corresponding tissues. Our results emphasize the significant role control analysis of regulatory networks plays in our understanding of transcriptional regulation, demonstrating potential therapeutic implications in tissue-specific drug discovery research. Nature Publishing Group UK 2022-03-03 /pmc/articles/PMC8894475/ /pubmed/35241702 http://dx.doi.org/10.1038/s41598-022-07035-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Devkota, Prajwal
Wuchty, Stefan
Promoter/enhancer-based controllability of regulatory networks
title Promoter/enhancer-based controllability of regulatory networks
title_full Promoter/enhancer-based controllability of regulatory networks
title_fullStr Promoter/enhancer-based controllability of regulatory networks
title_full_unstemmed Promoter/enhancer-based controllability of regulatory networks
title_short Promoter/enhancer-based controllability of regulatory networks
title_sort promoter/enhancer-based controllability of regulatory networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894475/
https://www.ncbi.nlm.nih.gov/pubmed/35241702
http://dx.doi.org/10.1038/s41598-022-07035-4
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