MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer
MicroRNAs, which are small endogenous RNA regulators, have been associated with various types of cancer. Breast cancer is a major health threat for women worldwide. Many miRNAs were reported to be associated with the progression and carcinogenesis of breast cancer. In this study, we aimed to discove...
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doaj-e9741bb930c5488db9181619ec1cac5b2020-11-24T23:26:35ZengMDPI AGInternational Journal of Molecular Sciences1422-00672013-05-01146115601160610.3390/ijms140611560MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast CancerYen-Jen OyangHsuan-Cheng HuangHsueh-Fen JuanChen-Ching LinChia-Hsien LeeWen-Hong KuoMicroRNAs, which are small endogenous RNA regulators, have been associated with various types of cancer. Breast cancer is a major health threat for women worldwide. Many miRNAs were reported to be associated with the progression and carcinogenesis of breast cancer. In this study, we aimed to discover novel breast cancer-related miRNAs and to elucidate their functions. First, we identified confident miRNA-target pairs by combining data from miRNA target prediction databases and expression profiles of miRNA and mRNA. Then, miRNA-regulated protein interaction networks (PINs) were constructed with confident pairs and known interaction data in the human protein reference database (HPRD). Finally, the functions of miRNA-regulated PINs were elucidated by functional enrichment analysis. From the results, we identified some previously reported breast cancer-related miRNAs and functions of the PINs, e.g., miR-125b, miR-125a, miR-21, and miR-497. Some novel miRNAs without known association to breast cancer were also found, and the putative functions of their PINs were also elucidated. These include miR-139 and miR-383. Furthermore, we validated our results by receiver operating characteristic (ROC) curve analysis using our miRNA expression profile data, gene expression-based outcome for breast cancer online (GOBO) survival analysis, and a literature search. Our results may provide new insights for research in breast cancer-associated miRNAs.http://www.mdpi.com/1422-0067/14/6/11560miRNAbreast cancerprotein interaction networkfunctional analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yen-Jen Oyang Hsuan-Cheng Huang Hsueh-Fen Juan Chen-Ching Lin Chia-Hsien Lee Wen-Hong Kuo |
spellingShingle |
Yen-Jen Oyang Hsuan-Cheng Huang Hsueh-Fen Juan Chen-Ching Lin Chia-Hsien Lee Wen-Hong Kuo MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer International Journal of Molecular Sciences miRNA breast cancer protein interaction network functional analysis |
author_facet |
Yen-Jen Oyang Hsuan-Cheng Huang Hsueh-Fen Juan Chen-Ching Lin Chia-Hsien Lee Wen-Hong Kuo |
author_sort |
Yen-Jen Oyang |
title |
MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer |
title_short |
MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer |
title_full |
MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer |
title_fullStr |
MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer |
title_full_unstemmed |
MicroRNA-Regulated Protein-Protein Interaction Networks and Their Functions in Breast Cancer |
title_sort |
microrna-regulated protein-protein interaction networks and their functions in breast cancer |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1422-0067 |
publishDate |
2013-05-01 |
description |
MicroRNAs, which are small endogenous RNA regulators, have been associated with various types of cancer. Breast cancer is a major health threat for women worldwide. Many miRNAs were reported to be associated with the progression and carcinogenesis of breast cancer. In this study, we aimed to discover novel breast cancer-related miRNAs and to elucidate their functions. First, we identified confident miRNA-target pairs by combining data from miRNA target prediction databases and expression profiles of miRNA and mRNA. Then, miRNA-regulated protein interaction networks (PINs) were constructed with confident pairs and known interaction data in the human protein reference database (HPRD). Finally, the functions of miRNA-regulated PINs were elucidated by functional enrichment analysis. From the results, we identified some previously reported breast cancer-related miRNAs and functions of the PINs, e.g., miR-125b, miR-125a, miR-21, and miR-497. Some novel miRNAs without known association to breast cancer were also found, and the putative functions of their PINs were also elucidated. These include miR-139 and miR-383. Furthermore, we validated our results by receiver operating characteristic (ROC) curve analysis using our miRNA expression profile data, gene expression-based outcome for breast cancer online (GOBO) survival analysis, and a literature search. Our results may provide new insights for research in breast cancer-associated miRNAs. |
topic |
miRNA breast cancer protein interaction network functional analysis |
url |
http://www.mdpi.com/1422-0067/14/6/11560 |
work_keys_str_mv |
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