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A Meta-Analysis of MicroRNA Expression in Liver Cancer

MicroRNA (miRNA) played an important role in the progression of liver cancer and its diagnostic and prognostic values have been frequently studied. However, different microarray techniques and small sample size led to inconsistent findings in previous studies. We performed a comprehensive meta-analy...

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Autores principales: Yang, Jingcheng, Han, Shuai, Huang, Wenwen, Chen, Ting, Liu, Yang, Pan, Shangling, Li, Shikang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4260848/
https://www.ncbi.nlm.nih.gov/pubmed/25490558
http://dx.doi.org/10.1371/journal.pone.0114533
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author Yang, Jingcheng
Han, Shuai
Huang, Wenwen
Chen, Ting
Liu, Yang
Pan, Shangling
Li, Shikang
author_facet Yang, Jingcheng
Han, Shuai
Huang, Wenwen
Chen, Ting
Liu, Yang
Pan, Shangling
Li, Shikang
author_sort Yang, Jingcheng
collection PubMed
description MicroRNA (miRNA) played an important role in the progression of liver cancer and its diagnostic and prognostic values have been frequently studied. However, different microarray techniques and small sample size led to inconsistent findings in previous studies. We performed a comprehensive meta-analysis of a total of 357 tumor and 283 noncancerous samples from 12 published miRNA expression studies using robust rank aggregation method. As a result, we identified a statistically significant meta-signature of five upregulated (miR-221, miR-222, miR-93, miR-21 and miR-224) and four downregulated (miR-130a, miR-195, miR-199a and miR-375) miRNAs. We then conducted miRNA target prediction and pathway enrichment analysis to find what biological process these miRNAs might affect. We found that most of the pathways were frequently associated with cell signaling and cancer pathogenesis. Thus these miRNAs may involve in the onset and progression of liver cancer and serve as potential diagnostic and therapeutic targets of this malignancy.
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spelling pubmed-42608482014-12-15 A Meta-Analysis of MicroRNA Expression in Liver Cancer Yang, Jingcheng Han, Shuai Huang, Wenwen Chen, Ting Liu, Yang Pan, Shangling Li, Shikang PLoS One Research Article MicroRNA (miRNA) played an important role in the progression of liver cancer and its diagnostic and prognostic values have been frequently studied. However, different microarray techniques and small sample size led to inconsistent findings in previous studies. We performed a comprehensive meta-analysis of a total of 357 tumor and 283 noncancerous samples from 12 published miRNA expression studies using robust rank aggregation method. As a result, we identified a statistically significant meta-signature of five upregulated (miR-221, miR-222, miR-93, miR-21 and miR-224) and four downregulated (miR-130a, miR-195, miR-199a and miR-375) miRNAs. We then conducted miRNA target prediction and pathway enrichment analysis to find what biological process these miRNAs might affect. We found that most of the pathways were frequently associated with cell signaling and cancer pathogenesis. Thus these miRNAs may involve in the onset and progression of liver cancer and serve as potential diagnostic and therapeutic targets of this malignancy. Public Library of Science 2014-12-09 /pmc/articles/PMC4260848/ /pubmed/25490558 http://dx.doi.org/10.1371/journal.pone.0114533 Text en © 2014 Yang et al http://creativecommons.org/licenses/by/4.0/ 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 properly credited.
spellingShingle Research Article
Yang, Jingcheng
Han, Shuai
Huang, Wenwen
Chen, Ting
Liu, Yang
Pan, Shangling
Li, Shikang
A Meta-Analysis of MicroRNA Expression in Liver Cancer
title A Meta-Analysis of MicroRNA Expression in Liver Cancer
title_full A Meta-Analysis of MicroRNA Expression in Liver Cancer
title_fullStr A Meta-Analysis of MicroRNA Expression in Liver Cancer
title_full_unstemmed A Meta-Analysis of MicroRNA Expression in Liver Cancer
title_short A Meta-Analysis of MicroRNA Expression in Liver Cancer
title_sort meta-analysis of microrna expression in liver cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4260848/
https://www.ncbi.nlm.nih.gov/pubmed/25490558
http://dx.doi.org/10.1371/journal.pone.0114533
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