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A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer
Recent advances in genomics and proteomics generated a large amount of trans regulatory data such as those mediated by RNA binding proteins (RBPs) and microRNAs. Since many trans regulators target 3′ UTR of mRNA transcripts, it is likely that there would be interactions, i.e., competitive or coopera...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506142/ https://www.ncbi.nlm.nih.gov/pubmed/33101370 http://dx.doi.org/10.3389/fgene.2020.515094 |
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author | Liu, Ying Pan, Chu Kong, Dehan Luo, Jiawei Zhang, Zhaolei |
author_facet | Liu, Ying Pan, Chu Kong, Dehan Luo, Jiawei Zhang, Zhaolei |
author_sort | Liu, Ying |
collection | PubMed |
description | Recent advances in genomics and proteomics generated a large amount of trans regulatory data such as those mediated by RNA binding proteins (RBPs) and microRNAs. Since many trans regulators target 3′ UTR of mRNA transcripts, it is likely that there would be interactions, i.e., competitive or cooperative effect, among these trans factors. We compiled the available RBP and microRNA binding sites, mapped them to the mRNA transcripts, and correlated the binding data with mRNA expression data generated by The Cancer Genome Atlas (TCGA). We separated pairs of RBPs and microRNAs into three scenarios: those that have overlapping target sites on the same mRNA transcript (overlapping), those that have target sites on the same mRNA transcript but non-overlapping (neighboring), and those that do not target the same mRNA transcript (independent). Through a regression analysis on expression profiles, we indeed observed interaction effect between RBPs and microRNAs in the majority of the cancer expression data sets. We further discussed implication of such widespread interactions in the context of cancer and diseases. |
format | Online Article Text |
id | pubmed-7506142 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75061422020-10-22 A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer Liu, Ying Pan, Chu Kong, Dehan Luo, Jiawei Zhang, Zhaolei Front Genet Genetics Recent advances in genomics and proteomics generated a large amount of trans regulatory data such as those mediated by RNA binding proteins (RBPs) and microRNAs. Since many trans regulators target 3′ UTR of mRNA transcripts, it is likely that there would be interactions, i.e., competitive or cooperative effect, among these trans factors. We compiled the available RBP and microRNA binding sites, mapped them to the mRNA transcripts, and correlated the binding data with mRNA expression data generated by The Cancer Genome Atlas (TCGA). We separated pairs of RBPs and microRNAs into three scenarios: those that have overlapping target sites on the same mRNA transcript (overlapping), those that have target sites on the same mRNA transcript but non-overlapping (neighboring), and those that do not target the same mRNA transcript (independent). Through a regression analysis on expression profiles, we indeed observed interaction effect between RBPs and microRNAs in the majority of the cancer expression data sets. We further discussed implication of such widespread interactions in the context of cancer and diseases. Frontiers Media S.A. 2020-09-08 /pmc/articles/PMC7506142/ /pubmed/33101370 http://dx.doi.org/10.3389/fgene.2020.515094 Text en Copyright © 2020 Liu, Pan, Kong, Luo and Zhang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Liu, Ying Pan, Chu Kong, Dehan Luo, Jiawei Zhang, Zhaolei A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer |
title | A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer |
title_full | A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer |
title_fullStr | A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer |
title_full_unstemmed | A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer |
title_short | A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer |
title_sort | survey of regulatory interactions among rna binding proteins and micrornas in cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506142/ https://www.ncbi.nlm.nih.gov/pubmed/33101370 http://dx.doi.org/10.3389/fgene.2020.515094 |
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