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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2019
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.
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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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