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Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals

Transcription initiates the cascade of gene expression and is often assumed to play a predominant role in determining how much gene products are ultimately expressed. The relationship between mRNA levels and protein levels has been studied extensively to reveal the degrees of transcriptional and pos...

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Autores principales: Zhang, Xiaoxiao, Hu, Siling, Su, Jia, Xie, Zixuan, Li, Wenjing, Zeng, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5946028/
https://www.ncbi.nlm.nih.gov/pubmed/29780403
http://dx.doi.org/10.3389/fgene.2018.00154
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author Zhang, Xiaoxiao
Hu, Siling
Su, Jia
Xie, Zixuan
Li, Wenjing
Zeng, Yan
author_facet Zhang, Xiaoxiao
Hu, Siling
Su, Jia
Xie, Zixuan
Li, Wenjing
Zeng, Yan
author_sort Zhang, Xiaoxiao
collection PubMed
description Transcription initiates the cascade of gene expression and is often assumed to play a predominant role in determining how much gene products are ultimately expressed. The relationship between mRNA levels and protein levels has been studied extensively to reveal the degrees of transcriptional and post-transcriptional regulation of protein expression. The extent to which transcription globally controls the differential expression of non-coding RNAs, however, is poorly defined. MicroRNAs (miRNAs) are a class of small, non-coding RNAs whose biogenesis involves transcription followed by extensive processing. Here, using hundreds of datasets produced from the ENCODE (Encyclopedia of DNA Elements) project we calculated the correlations between transcriptional activity and mature miRNA expression in diverse human cells, human tissues, and mouse tissues. While correlations vary among samples, most correlation coefficients are small. Interestingly, excluding miRNAs that were discovered later or weighting miRNA expression improves the correlations. Our results suggest that transcription contributes only modestly to differential miRNA expression at the genome-wide scale in mammals.
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spelling pubmed-59460282018-05-18 Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals Zhang, Xiaoxiao Hu, Siling Su, Jia Xie, Zixuan Li, Wenjing Zeng, Yan Front Genet Genetics Transcription initiates the cascade of gene expression and is often assumed to play a predominant role in determining how much gene products are ultimately expressed. The relationship between mRNA levels and protein levels has been studied extensively to reveal the degrees of transcriptional and post-transcriptional regulation of protein expression. The extent to which transcription globally controls the differential expression of non-coding RNAs, however, is poorly defined. MicroRNAs (miRNAs) are a class of small, non-coding RNAs whose biogenesis involves transcription followed by extensive processing. Here, using hundreds of datasets produced from the ENCODE (Encyclopedia of DNA Elements) project we calculated the correlations between transcriptional activity and mature miRNA expression in diverse human cells, human tissues, and mouse tissues. While correlations vary among samples, most correlation coefficients are small. Interestingly, excluding miRNAs that were discovered later or weighting miRNA expression improves the correlations. Our results suggest that transcription contributes only modestly to differential miRNA expression at the genome-wide scale in mammals. Frontiers Media S.A. 2018-05-01 /pmc/articles/PMC5946028/ /pubmed/29780403 http://dx.doi.org/10.3389/fgene.2018.00154 Text en Copyright © 2018 Zhang, Hu, Su, Xie, Li and Zeng. 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 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
Zhang, Xiaoxiao
Hu, Siling
Su, Jia
Xie, Zixuan
Li, Wenjing
Zeng, Yan
Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals
title Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals
title_full Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals
title_fullStr Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals
title_full_unstemmed Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals
title_short Correlation Analyses Reveal a Limited Role of Transcription in Genome-Wide Differential MicroRNA Expression in Mammals
title_sort correlation analyses reveal a limited role of transcription in genome-wide differential microrna expression in mammals
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5946028/
https://www.ncbi.nlm.nih.gov/pubmed/29780403
http://dx.doi.org/10.3389/fgene.2018.00154
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