Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles

Noncoding, endogenous microRNAs (miRNAs) are fairly well known for regulating gene expression rather than protein coding. Dysregulation of miRNA gene, either upregulated or downregulated, may lead to severe diseases or oncogenesis, especially when the miRNA disorder involves significant bioreaction...

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Main Authors: Chia-Hung Chien, Yi-Fan Chiang-Hsieh, Ann-Ping Tsou, Shun-Long Weng, Wen-Chi Chang, Hsien-Da Huang
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2014/623078
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spelling doaj-8cb31fe40c324b228a00c8ed8e6164292020-11-24T21:43:15ZengHindawi LimitedBioMed Research International2314-61332314-61412014-01-01201410.1155/2014/623078623078Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression ProfilesChia-Hung Chien0Yi-Fan Chiang-Hsieh1Ann-Ping Tsou2Shun-Long Weng3Wen-Chi Chang4Hsien-Da Huang5Institute of Tropical Plant Sciences, National Cheng Kung University, Tainan 701, TaiwanInstitute of Tropical Plant Sciences, National Cheng Kung University, Tainan 701, TaiwanDepartment of Biotechnology and Laboratory Science in Medicine, National Yang-Ming University, Taipei 112, TaiwanMackay Medicine, Nursing and Management College, Taipei 112, TaiwanInstitute of Tropical Plant Sciences, National Cheng Kung University, Tainan 701, TaiwanInstitute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu 300, TaiwanNoncoding, endogenous microRNAs (miRNAs) are fairly well known for regulating gene expression rather than protein coding. Dysregulation of miRNA gene, either upregulated or downregulated, may lead to severe diseases or oncogenesis, especially when the miRNA disorder involves significant bioreactions or pathways. Thus, how miRNA genes are transcriptionally regulated has been highlighted as well as target recognition in recent years. In this study, a large-scale investigation of novel cis- and trans-elements was undertaken to further determine TF-miRNA regulatory relations, which are necessary to unravel the transcriptional regulation of miRNA genes. Based on miRNA and annotated gene expression profiles, the term “coTFBS” was introduced to detect common transcription factors and the corresponding binding sites within the promoter regions of each miRNA and its coexpressed annotated genes. The computational pipeline was successfully established to filter redundancy due to short sequence motifs for TFBS pattern search. Eventually, we identified more convinced TF-miRNA regulatory relations for 225 human miRNAs. This valuable information is helpful in understanding miRNA functions and provides knowledge to evaluate the therapeutic potential in clinical research. Once most expression profiles of miRNAs in the latest database are completed, TF candidates of more miRNAs can be explored by this filtering approach in the future.http://dx.doi.org/10.1155/2014/623078
collection DOAJ
language English
format Article
sources DOAJ
author Chia-Hung Chien
Yi-Fan Chiang-Hsieh
Ann-Ping Tsou
Shun-Long Weng
Wen-Chi Chang
Hsien-Da Huang
spellingShingle Chia-Hung Chien
Yi-Fan Chiang-Hsieh
Ann-Ping Tsou
Shun-Long Weng
Wen-Chi Chang
Hsien-Da Huang
Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles
BioMed Research International
author_facet Chia-Hung Chien
Yi-Fan Chiang-Hsieh
Ann-Ping Tsou
Shun-Long Weng
Wen-Chi Chang
Hsien-Da Huang
author_sort Chia-Hung Chien
title Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles
title_short Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles
title_full Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles
title_fullStr Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles
title_full_unstemmed Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles
title_sort large-scale investigation of human tf-mirna relations based on coexpression profiles
publisher Hindawi Limited
series BioMed Research International
issn 2314-6133
2314-6141
publishDate 2014-01-01
description Noncoding, endogenous microRNAs (miRNAs) are fairly well known for regulating gene expression rather than protein coding. Dysregulation of miRNA gene, either upregulated or downregulated, may lead to severe diseases or oncogenesis, especially when the miRNA disorder involves significant bioreactions or pathways. Thus, how miRNA genes are transcriptionally regulated has been highlighted as well as target recognition in recent years. In this study, a large-scale investigation of novel cis- and trans-elements was undertaken to further determine TF-miRNA regulatory relations, which are necessary to unravel the transcriptional regulation of miRNA genes. Based on miRNA and annotated gene expression profiles, the term “coTFBS” was introduced to detect common transcription factors and the corresponding binding sites within the promoter regions of each miRNA and its coexpressed annotated genes. The computational pipeline was successfully established to filter redundancy due to short sequence motifs for TFBS pattern search. Eventually, we identified more convinced TF-miRNA regulatory relations for 225 human miRNAs. This valuable information is helpful in understanding miRNA functions and provides knowledge to evaluate the therapeutic potential in clinical research. Once most expression profiles of miRNAs in the latest database are completed, TF candidates of more miRNAs can be explored by this filtering approach in the future.
url http://dx.doi.org/10.1155/2014/623078
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