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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Main Authors: Yen-Jen Oyang, Hsuan-Cheng Huang, Hsueh-Fen Juan, Chen-Ching Lin, Chia-Hsien Lee, Wen-Hong Kuo
Format: Article
Language:English
Published: MDPI AG 2013-05-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:http://www.mdpi.com/1422-0067/14/6/11560
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spelling 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
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