Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiang, Wei, Mitra, Ramkrishna, Lin, Chen-Ching, Wang, Quan, Cheng, Feixiong, Zhao, Zhongming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
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
_version_ 1782472718380171264
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
work_keys_str_mv AT jiangwei systematicdissectionofdysregulatedtranscriptionfactormirnafeedforwardloopsacrosstumortypes
AT mitraramkrishna systematicdissectionofdysregulatedtranscriptionfactormirnafeedforwardloopsacrosstumortypes
AT linchenching systematicdissectionofdysregulatedtranscriptionfactormirnafeedforwardloopsacrosstumortypes
AT wangquan systematicdissectionofdysregulatedtranscriptionfactormirnafeedforwardloopsacrosstumortypes
AT chengfeixiong systematicdissectionofdysregulatedtranscriptionfactormirnafeedforwardloopsacrosstumortypes
AT zhaozhongming systematicdissectionofdysregulatedtranscriptionfactormirnafeedforwardloopsacrosstumortypes