Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma
Hepatocellular carcinoma (HCC) accounts for a significant proportion of liver cancer, which has become the second most common cause of cancer-related mortality worldwide. To investigate the potential mechanisms of invasion and progression of HCC, bioinformatics analysis and validation by qRT-PCR wer...
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Online Access: | http://dx.doi.org/10.1155/2018/1431396 |
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doaj-0ce06364c20143e3950d5035b306d8792020-11-24T21:02:10ZengHindawi LimitedBioMed Research International2314-61332314-61412018-01-01201810.1155/2018/14313961431396Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular CarcinomaShui Liu0Xiaoxiao Yao1Dan Zhang2Jiyao Sheng3Xin Wen4Qingyu Wang5Gaoyang Chen6Zhaoyan Li7Zhenwu Du8Xuewen Zhang9Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun 130041, ChinaThe Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Orthopedics, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Orthopedics, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Orthopedics, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Orthopedics, The Second Hospital of Jilin University, Changchun 130041, ChinaDepartment of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Jilin University, Changchun 130041, ChinaHepatocellular carcinoma (HCC) accounts for a significant proportion of liver cancer, which has become the second most common cause of cancer-related mortality worldwide. To investigate the potential mechanisms of invasion and progression of HCC, bioinformatics analysis and validation by qRT-PCR were performed. We found 237 differentially expressed genes (DEGs) including EGR1, FOS, and FOSB, which were three cancer-related transcription factors. Subsequently, we constructed TF-gene network and miRNA-TF-mRNA network based on data obtained from mRNA and miRNA expression profiles for analysis of HCC. We found that 42 key genes from the TF-gene network including EGR1, FOS, and FOSB were most enriched in the p53 signaling pathway. The qRT-PCR data confirmed that mRNA levels of EGR1, FOS, and FOSB all were decreased in HCC tissues. In addition, we confirmed that the mRNA levels of CCNB1, CCNB2, and CHEK1, three key markers of the p53 signaling pathway, were all increased in HCC tissues by bioinformatics analysis and qRT-PCR validation. Therefore, we speculated that miR-181a-5p, which was upregulated in HCC tissues, could regulate FOS and EGR1 to promote the invasion and progression of HCC by p53 signaling pathway. Overall, the study provides support for the possible mechanisms of progression in HCC.http://dx.doi.org/10.1155/2018/1431396 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shui Liu Xiaoxiao Yao Dan Zhang Jiyao Sheng Xin Wen Qingyu Wang Gaoyang Chen Zhaoyan Li Zhenwu Du Xuewen Zhang |
spellingShingle |
Shui Liu Xiaoxiao Yao Dan Zhang Jiyao Sheng Xin Wen Qingyu Wang Gaoyang Chen Zhaoyan Li Zhenwu Du Xuewen Zhang Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma BioMed Research International |
author_facet |
Shui Liu Xiaoxiao Yao Dan Zhang Jiyao Sheng Xin Wen Qingyu Wang Gaoyang Chen Zhaoyan Li Zhenwu Du Xuewen Zhang |
author_sort |
Shui Liu |
title |
Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma |
title_short |
Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma |
title_full |
Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma |
title_fullStr |
Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma |
title_full_unstemmed |
Analysis of Transcription Factor-Related Regulatory Networks Based on Bioinformatics Analysis and Validation in Hepatocellular Carcinoma |
title_sort |
analysis of transcription factor-related regulatory networks based on bioinformatics analysis and validation in hepatocellular carcinoma |
publisher |
Hindawi Limited |
series |
BioMed Research International |
issn |
2314-6133 2314-6141 |
publishDate |
2018-01-01 |
description |
Hepatocellular carcinoma (HCC) accounts for a significant proportion of liver cancer, which has become the second most common cause of cancer-related mortality worldwide. To investigate the potential mechanisms of invasion and progression of HCC, bioinformatics analysis and validation by qRT-PCR were performed. We found 237 differentially expressed genes (DEGs) including EGR1, FOS, and FOSB, which were three cancer-related transcription factors. Subsequently, we constructed TF-gene network and miRNA-TF-mRNA network based on data obtained from mRNA and miRNA expression profiles for analysis of HCC. We found that 42 key genes from the TF-gene network including EGR1, FOS, and FOSB were most enriched in the p53 signaling pathway. The qRT-PCR data confirmed that mRNA levels of EGR1, FOS, and FOSB all were decreased in HCC tissues. In addition, we confirmed that the mRNA levels of CCNB1, CCNB2, and CHEK1, three key markers of the p53 signaling pathway, were all increased in HCC tissues by bioinformatics analysis and qRT-PCR validation. Therefore, we speculated that miR-181a-5p, which was upregulated in HCC tissues, could regulate FOS and EGR1 to promote the invasion and progression of HCC by p53 signaling pathway. Overall, the study provides support for the possible mechanisms of progression in HCC. |
url |
http://dx.doi.org/10.1155/2018/1431396 |
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