Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis

<p>Abstract</p> <p>Background</p> <p>Low levels of oxygen in tissues, seen in situations such as chronic lung disease, necrotic tumors, and high altitude exposures, initiate a signaling pathway that results in active transcription of genes possessing a hypoxia response...

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Main Authors: Page Grier P, Wen Hui, Mehta Tapan, Erickson Stephen W, Guimbellot Jennifer S, Sorscher Eric J, Hong Jeong S
Format: Article
Language:English
Published: BMC 2009-03-01
Series:BMC Medical Genomics
Online Access:http://www.biomedcentral.com/1755-8794/2/15
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spelling doaj-89457ead8ba14d0fad98dcac57ec17e62021-04-02T14:22:27ZengBMCBMC Medical Genomics1755-87942009-03-01211510.1186/1755-8794-2-15Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysisPage Grier PWen HuiMehta TapanErickson Stephen WGuimbellot Jennifer SSorscher Eric JHong Jeong S<p>Abstract</p> <p>Background</p> <p>Low levels of oxygen in tissues, seen in situations such as chronic lung disease, necrotic tumors, and high altitude exposures, initiate a signaling pathway that results in active transcription of genes possessing a hypoxia response element (HRE). The aim of this study was to investigate whether a change in miRNA expression following hypoxia could account for changes in the cellular transcriptome based on currently available miRNA target prediction tools.</p> <p>Methods</p> <p>To identify changes induced by hypoxia, we conducted mRNA- and miRNA-array-based experiments in HT29 cells, and performed comparative analysis of the resulting data sets based on multiple target prediction algorithms. To date, few studies have investigated an environmental perturbation for effects on genome-wide miRNA levels, or their consequent influence on mRNA output.</p> <p>Results</p> <p>Comparison of miRNAs with predicted mRNA targets indicated a lower level of concordance than expected. We did, however, find preliminary evidence of combinatorial regulation of mRNA expression by miRNA.</p> <p>Conclusion</p> <p>Target prediction programs and expression profiling techniques do not yet adequately represent the complexity of miRNA-mediated gene repression, and new methods may be required to better elucidate these pathways. Our data suggest the physiologic impact of miRNAs on cellular transcription results from a multifaceted network of miRNA and mRNA relationships, working together in an interconnected system and in context of hundreds of RNA species. The methods described here for comparative analysis of cellular miRNA and mRNA will be useful for understanding genome wide regulatory responsiveness and refining miRNA predictive algorithms.</p> http://www.biomedcentral.com/1755-8794/2/15
collection DOAJ
language English
format Article
sources DOAJ
author Page Grier P
Wen Hui
Mehta Tapan
Erickson Stephen W
Guimbellot Jennifer S
Sorscher Eric J
Hong Jeong S
spellingShingle Page Grier P
Wen Hui
Mehta Tapan
Erickson Stephen W
Guimbellot Jennifer S
Sorscher Eric J
Hong Jeong S
Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis
BMC Medical Genomics
author_facet Page Grier P
Wen Hui
Mehta Tapan
Erickson Stephen W
Guimbellot Jennifer S
Sorscher Eric J
Hong Jeong S
author_sort Page Grier P
title Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis
title_short Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis
title_full Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis
title_fullStr Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis
title_full_unstemmed Correlation of microRNA levels during hypoxia with predicted target mRNAs through genome-wide microarray analysis
title_sort correlation of microrna levels during hypoxia with predicted target mrnas through genome-wide microarray analysis
publisher BMC
series BMC Medical Genomics
issn 1755-8794
publishDate 2009-03-01
description <p>Abstract</p> <p>Background</p> <p>Low levels of oxygen in tissues, seen in situations such as chronic lung disease, necrotic tumors, and high altitude exposures, initiate a signaling pathway that results in active transcription of genes possessing a hypoxia response element (HRE). The aim of this study was to investigate whether a change in miRNA expression following hypoxia could account for changes in the cellular transcriptome based on currently available miRNA target prediction tools.</p> <p>Methods</p> <p>To identify changes induced by hypoxia, we conducted mRNA- and miRNA-array-based experiments in HT29 cells, and performed comparative analysis of the resulting data sets based on multiple target prediction algorithms. To date, few studies have investigated an environmental perturbation for effects on genome-wide miRNA levels, or their consequent influence on mRNA output.</p> <p>Results</p> <p>Comparison of miRNAs with predicted mRNA targets indicated a lower level of concordance than expected. We did, however, find preliminary evidence of combinatorial regulation of mRNA expression by miRNA.</p> <p>Conclusion</p> <p>Target prediction programs and expression profiling techniques do not yet adequately represent the complexity of miRNA-mediated gene repression, and new methods may be required to better elucidate these pathways. Our data suggest the physiologic impact of miRNAs on cellular transcription results from a multifaceted network of miRNA and mRNA relationships, working together in an interconnected system and in context of hundreds of RNA species. The methods described here for comparative analysis of cellular miRNA and mRNA will be useful for understanding genome wide regulatory responsiveness and refining miRNA predictive algorithms.</p>
url http://www.biomedcentral.com/1755-8794/2/15
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