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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...

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Autores principales: Zhou, Chenhao, Zhang, Wentao, Chen, Wanyong, Yin, Yirui, Atyah, Manar, Liu, Shuang, Guo, Lei, Shi, Yi, Ye, Qinghai, Dong, Qiongzhu, Ren, Ning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
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.
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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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