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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2015
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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. |
format | Online Article Text |
id | pubmed-4791269 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
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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