Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma
Abstract Background Hepatocellular carcinoma (HCC), one of the most common malignant tumors worldwide, ranks as the fifth most common cancer and has been the second most frequent cause of cancer-related death. RNA binding proteins (RBPs) are proteins that interact with different classes of RNA and a...
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doaj-82a2aee38539461cbc2243322f99a9102021-06-20T11:19:49ZengBMCBMC Gastroenterology1471-230X2021-06-0121111110.1186/s12876-021-01843-0Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinomaZeng-Hong Wu0Hong-Ming Huang1Dong-Liang Yang2Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyDepartment of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyAbstract Background Hepatocellular carcinoma (HCC), one of the most common malignant tumors worldwide, ranks as the fifth most common cancer and has been the second most frequent cause of cancer-related death. RNA binding proteins (RBPs) are proteins that interact with different classes of RNA and are commonly detected in cells. Methods We used RNA sequencing data from TCGA to display dysfunctional RBPs microenvironments and provide potential useful biomarkers for HCC diagnosis and prognosis. Results 330 differently expressed RBPs (208 upregulated and 122 downregulated) were identified. KEGG were mainly enriched in RNA degradation, Influenza A, Hepatitis C, RIG-I-like receptor signaling pathway, Herpes simplex virus 1 infection and RNA transport. CBioPortal results demonstrated that these genes were altered in 50 samples out of 357 HCC patients (14%) and the amplification of BRCA1 was the largest frequent copy-number alteration. Conclusion Based on the online database, we identified novel RBPs markers for the prognosis of hepatocellular carcinoma.https://doi.org/10.1186/s12876-021-01843-0Hepatocellular carcinomaRNA binding proteinsTCGAPrognosis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zeng-Hong Wu Hong-Ming Huang Dong-Liang Yang |
spellingShingle |
Zeng-Hong Wu Hong-Ming Huang Dong-Liang Yang Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma BMC Gastroenterology Hepatocellular carcinoma RNA binding proteins TCGA Prognosis |
author_facet |
Zeng-Hong Wu Hong-Ming Huang Dong-Liang Yang |
author_sort |
Zeng-Hong Wu |
title |
Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma |
title_short |
Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma |
title_full |
Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma |
title_fullStr |
Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma |
title_full_unstemmed |
Integrated analysis of the functions and prognostic values of RNA binding proteins in hepatocellular carcinoma |
title_sort |
integrated analysis of the functions and prognostic values of rna binding proteins in hepatocellular carcinoma |
publisher |
BMC |
series |
BMC Gastroenterology |
issn |
1471-230X |
publishDate |
2021-06-01 |
description |
Abstract Background Hepatocellular carcinoma (HCC), one of the most common malignant tumors worldwide, ranks as the fifth most common cancer and has been the second most frequent cause of cancer-related death. RNA binding proteins (RBPs) are proteins that interact with different classes of RNA and are commonly detected in cells. Methods We used RNA sequencing data from TCGA to display dysfunctional RBPs microenvironments and provide potential useful biomarkers for HCC diagnosis and prognosis. Results 330 differently expressed RBPs (208 upregulated and 122 downregulated) were identified. KEGG were mainly enriched in RNA degradation, Influenza A, Hepatitis C, RIG-I-like receptor signaling pathway, Herpes simplex virus 1 infection and RNA transport. CBioPortal results demonstrated that these genes were altered in 50 samples out of 357 HCC patients (14%) and the amplification of BRCA1 was the largest frequent copy-number alteration. Conclusion Based on the online database, we identified novel RBPs markers for the prognosis of hepatocellular carcinoma. |
topic |
Hepatocellular carcinoma RNA binding proteins TCGA Prognosis |
url |
https://doi.org/10.1186/s12876-021-01843-0 |
work_keys_str_mv |
AT zenghongwu integratedanalysisofthefunctionsandprognosticvaluesofrnabindingproteinsinhepatocellularcarcinoma AT hongminghuang integratedanalysisofthefunctionsandprognosticvaluesofrnabindingproteinsinhepatocellularcarcinoma AT dongliangyang integratedanalysisofthefunctionsandprognosticvaluesofrnabindingproteinsinhepatocellularcarcinoma |
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