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Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types
Transcription factor and microRNA (miRNA) can mutually regulate each other and jointly regulate their shared target genes to form feed-forward loops (FFLs). While there are many studies of dysregulated FFLs in a specific cancer, a systematic investigation of dysregulated FFLs across multiple tumor t...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5142013/ https://www.ncbi.nlm.nih.gov/pubmed/26655252 http://dx.doi.org/10.1093/bib/bbv107 |
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author | Jiang, Wei Mitra, Ramkrishna Lin, Chen-Ching Wang, Quan Cheng, Feixiong Zhao, Zhongming |
author_facet | Jiang, Wei Mitra, Ramkrishna Lin, Chen-Ching Wang, Quan Cheng, Feixiong Zhao, Zhongming |
author_sort | Jiang, Wei |
collection | PubMed |
description | Transcription factor and microRNA (miRNA) can mutually regulate each other and jointly regulate their shared target genes to form feed-forward loops (FFLs). While there are many studies of dysregulated FFLs in a specific cancer, a systematic investigation of dysregulated FFLs across multiple tumor types (pan-cancer FFLs) has not been performed yet. In this study, using The Cancer Genome Atlas data, we identified 26 pan-cancer FFLs, which were dysregulated in at least five tumor types. These pan-cancer FFLs could communicate with each other and form functionally consistent subnetworks, such as epithelial to mesenchymal transition-related subnetwork. Many proteins and miRNAs in each subnetwork belong to the same protein and miRNA family, respectively. Importantly, cancer-associated genes and drug targets were enriched in these pan-cancer FFLs, in which the genes and miRNAs also tended to be hubs and bottlenecks. Finally, we identified potential anticancer indications for existing drugs with novel mechanism of action. Collectively, this study highlights the potential of pan-cancer FFLs as a novel paradigm in elucidating pathogenesis of cancer and developing anticancer drugs. |
format | Online Article Text |
id | pubmed-5142013 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-51420132016-12-08 Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types Jiang, Wei Mitra, Ramkrishna Lin, Chen-Ching Wang, Quan Cheng, Feixiong Zhao, Zhongming Brief Bioinform Paper Transcription factor and microRNA (miRNA) can mutually regulate each other and jointly regulate their shared target genes to form feed-forward loops (FFLs). While there are many studies of dysregulated FFLs in a specific cancer, a systematic investigation of dysregulated FFLs across multiple tumor types (pan-cancer FFLs) has not been performed yet. In this study, using The Cancer Genome Atlas data, we identified 26 pan-cancer FFLs, which were dysregulated in at least five tumor types. These pan-cancer FFLs could communicate with each other and form functionally consistent subnetworks, such as epithelial to mesenchymal transition-related subnetwork. Many proteins and miRNAs in each subnetwork belong to the same protein and miRNA family, respectively. Importantly, cancer-associated genes and drug targets were enriched in these pan-cancer FFLs, in which the genes and miRNAs also tended to be hubs and bottlenecks. Finally, we identified potential anticancer indications for existing drugs with novel mechanism of action. Collectively, this study highlights the potential of pan-cancer FFLs as a novel paradigm in elucidating pathogenesis of cancer and developing anticancer drugs. Oxford University Press 2016-11 2015-12-09 /pmc/articles/PMC5142013/ /pubmed/26655252 http://dx.doi.org/10.1093/bib/bbv107 Text en © The Author 2015. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Paper Jiang, Wei Mitra, Ramkrishna Lin, Chen-Ching Wang, Quan Cheng, Feixiong Zhao, Zhongming Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types |
title | Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types |
title_full | Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types |
title_fullStr | Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types |
title_full_unstemmed | Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types |
title_short | Systematic dissection of dysregulated transcription factor–miRNA feed-forward loops across tumor types |
title_sort | systematic dissection of dysregulated transcription factor–mirna feed-forward loops across tumor types |
topic | Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5142013/ https://www.ncbi.nlm.nih.gov/pubmed/26655252 http://dx.doi.org/10.1093/bib/bbv107 |
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