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Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma
Objective: Our study is aim to explore potential key biomarkers and pathways in hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) using genome-wide expression profile dataset and methods. Methods: Dataset from the GSE14520 is used as the training cohort and The Cancer Genome Atlas datas...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6843875/ https://www.ncbi.nlm.nih.gov/pubmed/31737106 http://dx.doi.org/10.7150/jca.31287 |
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author | Liao, Xiwen Yu, Tingdong Yang, Chengkun Huang, Ketuan Wang, Xiangkun Han, Chuangye Huang, Rui Liu, Xiaoguang Yu, Long Zhu, Guangzhi Su, Hao Qin, Wei Deng, Jianlong Zeng, Xianmin Han, Bowen Han, Quanfa Liu, Zhengqian Zhou, Xin Liu, Junqi Gong, Yizhen Liu, Zhengtao Huang, Jianlv Lu, Lei Ye, Xinping Peng, Tao |
author_facet | Liao, Xiwen Yu, Tingdong Yang, Chengkun Huang, Ketuan Wang, Xiangkun Han, Chuangye Huang, Rui Liu, Xiaoguang Yu, Long Zhu, Guangzhi Su, Hao Qin, Wei Deng, Jianlong Zeng, Xianmin Han, Bowen Han, Quanfa Liu, Zhengqian Zhou, Xin Liu, Junqi Gong, Yizhen Liu, Zhengtao Huang, Jianlv Lu, Lei Ye, Xinping Peng, Tao |
author_sort | Liao, Xiwen |
collection | PubMed |
description | Objective: Our study is aim to explore potential key biomarkers and pathways in hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) using genome-wide expression profile dataset and methods. Methods: Dataset from the GSE14520 is used as the training cohort and The Cancer Genome Atlas dataset as the validation cohort. Differentially expressed genes (DEGs) screening were performed by the limma package. Gene set enrichment analysis (GSEA), weighted gene co-expression network analysis (WGCNA), gene ontology, the Kyoto Encyclopedia of Genes and Genomes, and risk score model were used for pathway and genes identification. Results: GSEA revealed that several pathways and biological processes are associated with hepatocarcinogenesis, such as the cell cycle, DNA repair, and p53 pathway. A total of 160 DEGs were identified. The enriched functions and pathways of the DEGs included toxic substance decomposition and metabolism processes, and the P450 and p53 pathways. Eleven of the DEGs were identified as hub DEGs in the WGCNA. In survival analysis of hub DEGs, high expression of PRC1 and TOP2A were significantly associated with poor clinical outcome of HBV-related HCC, and shown a good performance in HBV-related HCC diagnosis. The prognostic signature consisting of PRC1 and TOP2A also doing well in the prediction of HBV-related HCC prognosis. The diagnostic and prognostic values of PRC1 and TOP2A was confirmed in TCGA HCC patients. Conclusions: Key biomarkers and pathways identified in the present study may enhance the comprehend of the molecular mechanisms underlying hepatocarcinogenesis. Additionally, mRNA expression of PRC1 and TOP2A may serve as potential diagnostic and prognostic biomarkers for HBV-related HCC. |
format | Online Article Text |
id | pubmed-6843875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-68438752019-11-15 Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma Liao, Xiwen Yu, Tingdong Yang, Chengkun Huang, Ketuan Wang, Xiangkun Han, Chuangye Huang, Rui Liu, Xiaoguang Yu, Long Zhu, Guangzhi Su, Hao Qin, Wei Deng, Jianlong Zeng, Xianmin Han, Bowen Han, Quanfa Liu, Zhengqian Zhou, Xin Liu, Junqi Gong, Yizhen Liu, Zhengtao Huang, Jianlv Lu, Lei Ye, Xinping Peng, Tao J Cancer Research Paper Objective: Our study is aim to explore potential key biomarkers and pathways in hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) using genome-wide expression profile dataset and methods. Methods: Dataset from the GSE14520 is used as the training cohort and The Cancer Genome Atlas dataset as the validation cohort. Differentially expressed genes (DEGs) screening were performed by the limma package. Gene set enrichment analysis (GSEA), weighted gene co-expression network analysis (WGCNA), gene ontology, the Kyoto Encyclopedia of Genes and Genomes, and risk score model were used for pathway and genes identification. Results: GSEA revealed that several pathways and biological processes are associated with hepatocarcinogenesis, such as the cell cycle, DNA repair, and p53 pathway. A total of 160 DEGs were identified. The enriched functions and pathways of the DEGs included toxic substance decomposition and metabolism processes, and the P450 and p53 pathways. Eleven of the DEGs were identified as hub DEGs in the WGCNA. In survival analysis of hub DEGs, high expression of PRC1 and TOP2A were significantly associated with poor clinical outcome of HBV-related HCC, and shown a good performance in HBV-related HCC diagnosis. The prognostic signature consisting of PRC1 and TOP2A also doing well in the prediction of HBV-related HCC prognosis. The diagnostic and prognostic values of PRC1 and TOP2A was confirmed in TCGA HCC patients. Conclusions: Key biomarkers and pathways identified in the present study may enhance the comprehend of the molecular mechanisms underlying hepatocarcinogenesis. Additionally, mRNA expression of PRC1 and TOP2A may serve as potential diagnostic and prognostic biomarkers for HBV-related HCC. Ivyspring International Publisher 2019-09-07 /pmc/articles/PMC6843875/ /pubmed/31737106 http://dx.doi.org/10.7150/jca.31287 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Liao, Xiwen Yu, Tingdong Yang, Chengkun Huang, Ketuan Wang, Xiangkun Han, Chuangye Huang, Rui Liu, Xiaoguang Yu, Long Zhu, Guangzhi Su, Hao Qin, Wei Deng, Jianlong Zeng, Xianmin Han, Bowen Han, Quanfa Liu, Zhengqian Zhou, Xin Liu, Junqi Gong, Yizhen Liu, Zhengtao Huang, Jianlv Lu, Lei Ye, Xinping Peng, Tao Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma |
title | Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma |
title_full | Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma |
title_fullStr | Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma |
title_full_unstemmed | Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma |
title_short | Comprehensive investigation of key biomarkers and pathways in hepatitis B virus-related hepatocellular carcinoma |
title_sort | comprehensive investigation of key biomarkers and pathways in hepatitis b virus-related hepatocellular carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6843875/ https://www.ncbi.nlm.nih.gov/pubmed/31737106 http://dx.doi.org/10.7150/jca.31287 |
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