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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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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