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Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is one of the top three cancer killers worldwide. To identify CNV-driven differentially expressed genes (DEGs) in HBV related HCC, this study integrated analysis of copy number variations (CNVs) and gene expression profiling. Significant genes in regions of CNVs were o...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585301/ https://www.ncbi.nlm.nih.gov/pubmed/28874807 http://dx.doi.org/10.1038/s41598-017-11029-y |
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author | Zhou, Chenhao Zhang, Wentao Chen, Wanyong Yin, Yirui Atyah, Manar Liu, Shuang Guo, Lei Shi, Yi Ye, Qinghai Dong, Qiongzhu Ren, Ning |
author_facet | Zhou, Chenhao Zhang, Wentao Chen, Wanyong Yin, Yirui Atyah, Manar Liu, Shuang Guo, Lei Shi, Yi Ye, Qinghai Dong, Qiongzhu Ren, Ning |
author_sort | Zhou, Chenhao |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is one of the top three cancer killers worldwide. To identify CNV-driven differentially expressed genes (DEGs) in HBV related HCC, this study integrated analysis of copy number variations (CNVs) and gene expression profiling. Significant genes in regions of CNVs were overlapped with those obtained from the expression profiling. 93 CNV-driven genes exhibiting increased expression in the duplicated regions and 45 showing decreased expression in the deleted regions were obtained, which duplications and deletions were mainly documented at chromosome 1 and 4. Functional and pathway enrichment analyses were performed using DAVID and KOBAS, respectively. They were mainly enriched in metabolic process and cell cycle. Protein-protein interaction (PPI) network was constructed by Cytoscape, then four hub genes were identified. Following, survival analyses indicated that only high NPM1 expression was significantly and independently associated with worse survival and increased recurrence in HCC patients. Moreover, this correlation remained significant in patients with early stage of HCC. In addition, we showed that NPM1 was overexpressed in HCC cells and in HCC versus adjacent non-tumor tissues. In conclusion, these results showed that integrated analysis of genomic and expression profiling might provide a powerful potential for identifying CNV-driven genes in HBV related HCC pathogenesis. |
format | Online Article Text |
id | pubmed-5585301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55853012017-09-06 Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma Zhou, Chenhao Zhang, Wentao Chen, Wanyong Yin, Yirui Atyah, Manar Liu, Shuang Guo, Lei Shi, Yi Ye, Qinghai Dong, Qiongzhu Ren, Ning Sci Rep Article Hepatocellular carcinoma (HCC) is one of the top three cancer killers worldwide. To identify CNV-driven differentially expressed genes (DEGs) in HBV related HCC, this study integrated analysis of copy number variations (CNVs) and gene expression profiling. Significant genes in regions of CNVs were overlapped with those obtained from the expression profiling. 93 CNV-driven genes exhibiting increased expression in the duplicated regions and 45 showing decreased expression in the deleted regions were obtained, which duplications and deletions were mainly documented at chromosome 1 and 4. Functional and pathway enrichment analyses were performed using DAVID and KOBAS, respectively. They were mainly enriched in metabolic process and cell cycle. Protein-protein interaction (PPI) network was constructed by Cytoscape, then four hub genes were identified. Following, survival analyses indicated that only high NPM1 expression was significantly and independently associated with worse survival and increased recurrence in HCC patients. Moreover, this correlation remained significant in patients with early stage of HCC. In addition, we showed that NPM1 was overexpressed in HCC cells and in HCC versus adjacent non-tumor tissues. In conclusion, these results showed that integrated analysis of genomic and expression profiling might provide a powerful potential for identifying CNV-driven genes in HBV related HCC pathogenesis. Nature Publishing Group UK 2017-09-05 /pmc/articles/PMC5585301/ /pubmed/28874807 http://dx.doi.org/10.1038/s41598-017-11029-y Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Zhou, Chenhao Zhang, Wentao Chen, Wanyong Yin, Yirui Atyah, Manar Liu, Shuang Guo, Lei Shi, Yi Ye, Qinghai Dong, Qiongzhu Ren, Ning Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma |
title | Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma |
title_full | Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma |
title_fullStr | Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma |
title_full_unstemmed | Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma |
title_short | Integrated Analysis of Copy Number Variations and Gene Expression Profiling in Hepatocellular carcinoma |
title_sort | integrated analysis of copy number variations and gene expression profiling in hepatocellular carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585301/ https://www.ncbi.nlm.nih.gov/pubmed/28874807 http://dx.doi.org/10.1038/s41598-017-11029-y |
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