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Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers

Long non-coding RNAs (lncRNAs), transcription factors and microRNAs can form lncRNA-mediated feed-forward loops (L-FFLs), which are functional network motifs that regulate a wide range of biological processes, such as development and carcinogenesis. However, L-FFL network motifs have not been system...

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Autores principales: Ning, Shangwei, Gao, Yue, Wang, Peng, Li, Xiang, Zhi, Hui, Zhang, Yan, Liu, Yue, Zhang, Jizhou, Guo, Maoni, Han, Dong, Li, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5216772/
https://www.ncbi.nlm.nih.gov/pubmed/27322142
http://dx.doi.org/10.18632/oncotarget.10004
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author Ning, Shangwei
Gao, Yue
Wang, Peng
Li, Xiang
Zhi, Hui
Zhang, Yan
Liu, Yue
Zhang, Jizhou
Guo, Maoni
Han, Dong
Li, Xia
author_facet Ning, Shangwei
Gao, Yue
Wang, Peng
Li, Xiang
Zhi, Hui
Zhang, Yan
Liu, Yue
Zhang, Jizhou
Guo, Maoni
Han, Dong
Li, Xia
author_sort Ning, Shangwei
collection PubMed
description Long non-coding RNAs (lncRNAs), transcription factors and microRNAs can form lncRNA-mediated feed-forward loops (L-FFLs), which are functional network motifs that regulate a wide range of biological processes, such as development and carcinogenesis. However, L-FFL network motifs have not been systematically identified, and their roles in human cancers are largely unknown. In this study, we computationally integrated data from multiple sources to construct a global L-FFL network for six types of human cancer and characterized the topological features of the network. Our approach revealed several dysregulated L-FFL motifs common across different cancers or specific to particular cancers. We also found that L-FFL motifs can take part in other types of regulatory networks, such as mRNA-mediated FFLs and ceRNA networks, and form the more complex networks in human cancers. In addition, survival analyses further indicated that L-FFL motifs could potentially serve as prognostic biomarkers. Collectively, this study elucidated the roles of L-FFL motifs in human cancers, which could be beneficial for understanding cancer pathogenesis and treatment.
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spelling pubmed-52167722017-01-15 Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers Ning, Shangwei Gao, Yue Wang, Peng Li, Xiang Zhi, Hui Zhang, Yan Liu, Yue Zhang, Jizhou Guo, Maoni Han, Dong Li, Xia Oncotarget Research Paper Long non-coding RNAs (lncRNAs), transcription factors and microRNAs can form lncRNA-mediated feed-forward loops (L-FFLs), which are functional network motifs that regulate a wide range of biological processes, such as development and carcinogenesis. However, L-FFL network motifs have not been systematically identified, and their roles in human cancers are largely unknown. In this study, we computationally integrated data from multiple sources to construct a global L-FFL network for six types of human cancer and characterized the topological features of the network. Our approach revealed several dysregulated L-FFL motifs common across different cancers or specific to particular cancers. We also found that L-FFL motifs can take part in other types of regulatory networks, such as mRNA-mediated FFLs and ceRNA networks, and form the more complex networks in human cancers. In addition, survival analyses further indicated that L-FFL motifs could potentially serve as prognostic biomarkers. Collectively, this study elucidated the roles of L-FFL motifs in human cancers, which could be beneficial for understanding cancer pathogenesis and treatment. Impact Journals LLC 2016-06-14 /pmc/articles/PMC5216772/ /pubmed/27322142 http://dx.doi.org/10.18632/oncotarget.10004 Text en Copyright: © 2016 Ning et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Ning, Shangwei
Gao, Yue
Wang, Peng
Li, Xiang
Zhi, Hui
Zhang, Yan
Liu, Yue
Zhang, Jizhou
Guo, Maoni
Han, Dong
Li, Xia
Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
title Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
title_full Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
title_fullStr Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
title_full_unstemmed Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
title_short Construction of a lncRNA-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
title_sort construction of a lncrna-mediated feed-forward loop network reveals global topological features and prognostic motifs in human cancers
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5216772/
https://www.ncbi.nlm.nih.gov/pubmed/27322142
http://dx.doi.org/10.18632/oncotarget.10004
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