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Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network

High-throughput methods have been used to explore the mechanisms by which androgen-sensitive prostate cancer (ASPC) develops into castration-resistant prostate cancer (CRPC). However, it is difficult to interpret cryptic results by routine experimental methods. In this study, we performed systematic...

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Autores principales: Zhu, Jin, Wang, Sugui, Zhang, Wenyu, Qiu, Junyi, Shan, Yuxi, Yang, Dongrong, Shen, Bairong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4791269/
https://www.ncbi.nlm.nih.gov/pubmed/26540468
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author Zhu, Jin
Wang, Sugui
Zhang, Wenyu
Qiu, Junyi
Shan, Yuxi
Yang, Dongrong
Shen, Bairong
author_facet Zhu, Jin
Wang, Sugui
Zhang, Wenyu
Qiu, Junyi
Shan, Yuxi
Yang, Dongrong
Shen, Bairong
author_sort Zhu, Jin
collection PubMed
description High-throughput methods have been used to explore the mechanisms by which androgen-sensitive prostate cancer (ASPC) develops into castration-resistant prostate cancer (CRPC). However, it is difficult to interpret cryptic results by routine experimental methods. In this study, we performed systematic and integrative analysis to detect key miRNAs that contribute to CRPC development. From three DNA microarray datasets, we retrieved 11 outlier microRNAs (miRNAs) that had expression discrepancies between ASPC and CRPC using a specific algorithm. Two of the miRNAs (miR-125b and miR-124) have previously been shown to be related to CRPC. Seven out of the other nine miRNAs were confirmed by quantitative PCR (Q-PCR) analysis. MiR-210, miR-218, miR-346, miR-197, and miR-149 were found to be over-expressed, while miR-122, miR-145, and let-7b were under-expressed in CRPC cell lines. GO and KEGG pathway analyses revealed that miR-218, miR-197, miR-145, miR-122, and let-7b, along with their target genes, were found to be involved in the PI3K and AKT3 signaling network, which is known to contribute to CRPC development. We then chose five miRNAs to verify the accuracy of the analysis. The target genes of each miRNA were altered significantly upon transfection of specific miRNA mimics in the C4–2 CRPC cell line, which was consistent with our pathway analysis results. Finally, we hypothesized that miR-218, miR-145, miR-197, miR-149, miR-122, and let-7b may contribute to the development of CRPC through the influence of Ras, Rho proteins, and the SCF complex. Further investigation is needed to verify the functions of the identified novel pathways in CRPC development.
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spelling pubmed-47912692016-03-28 Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network Zhu, Jin Wang, Sugui Zhang, Wenyu Qiu, Junyi Shan, Yuxi Yang, Dongrong Shen, Bairong Oncotarget Research Paper High-throughput methods have been used to explore the mechanisms by which androgen-sensitive prostate cancer (ASPC) develops into castration-resistant prostate cancer (CRPC). However, it is difficult to interpret cryptic results by routine experimental methods. In this study, we performed systematic and integrative analysis to detect key miRNAs that contribute to CRPC development. From three DNA microarray datasets, we retrieved 11 outlier microRNAs (miRNAs) that had expression discrepancies between ASPC and CRPC using a specific algorithm. Two of the miRNAs (miR-125b and miR-124) have previously been shown to be related to CRPC. Seven out of the other nine miRNAs were confirmed by quantitative PCR (Q-PCR) analysis. MiR-210, miR-218, miR-346, miR-197, and miR-149 were found to be over-expressed, while miR-122, miR-145, and let-7b were under-expressed in CRPC cell lines. GO and KEGG pathway analyses revealed that miR-218, miR-197, miR-145, miR-122, and let-7b, along with their target genes, were found to be involved in the PI3K and AKT3 signaling network, which is known to contribute to CRPC development. We then chose five miRNAs to verify the accuracy of the analysis. The target genes of each miRNA were altered significantly upon transfection of specific miRNA mimics in the C4–2 CRPC cell line, which was consistent with our pathway analysis results. Finally, we hypothesized that miR-218, miR-145, miR-197, miR-149, miR-122, and let-7b may contribute to the development of CRPC through the influence of Ras, Rho proteins, and the SCF complex. Further investigation is needed to verify the functions of the identified novel pathways in CRPC development. Impact Journals LLC 2015-10-31 /pmc/articles/PMC4791269/ /pubmed/26540468 Text en Copyright: © 2015 Zhu et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Zhu, Jin
Wang, Sugui
Zhang, Wenyu
Qiu, Junyi
Shan, Yuxi
Yang, Dongrong
Shen, Bairong
Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network
title Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network
title_full Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network
title_fullStr Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network
title_full_unstemmed Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network
title_short Screening key microRNAs for castration-resistant prostate cancer based on miRNA/mRNA functional synergistic network
title_sort screening key micrornas for castration-resistant prostate cancer based on mirna/mrna functional synergistic network
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4791269/
https://www.ncbi.nlm.nih.gov/pubmed/26540468
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