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The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma
BACKGROUND: RNA binding proteins (RBPs) have previously been demonstrated to be involved in the initiation and development of human cancers. However, its role in clear cell renal cell carcinoma (ccRCC) is not yet clear. The study was intended to explore the diagnostic and prognostic value of RBPs in...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797574/ https://www.ncbi.nlm.nih.gov/pubmed/35117342 http://dx.doi.org/10.21037/tcr-20-2393 |
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author | Li, Can-Xuan Chen, Jie Xu, Zheng-Guang Yiu, Wing-Keung Lin, Yen-Ting |
author_facet | Li, Can-Xuan Chen, Jie Xu, Zheng-Guang Yiu, Wing-Keung Lin, Yen-Ting |
author_sort | Li, Can-Xuan |
collection | PubMed |
description | BACKGROUND: RNA binding proteins (RBPs) have previously been demonstrated to be involved in the initiation and development of human cancers. However, its role in clear cell renal cell carcinoma (ccRCC) is not yet clear. The study was intended to explore the diagnostic and prognostic value of RBPs in ccRCC via bioinformatics methods of public datasets. METHODS: Data download from the Cancer Genome Atlas (TCGA) database was used to identify differentially expressed RBPs between normal renal samples and cancerous samples. Then, we performed the gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses of differentially expressed genes (DEGs) using the ClusterProfiler package. Next, the protein-protein interaction (PPI) network was built by the online tool STRING database and Cytoscape software. The significant module and hub genes were screened by MCODE and Cytohubba plugin, respectively. Lastly, we performed a systematical analysis to investigate the diagnostic and prognostic value of candidate RBPs. RESULTS: A total of 133 DEGs, including 39 upregulated RBPs and 94 downregulated RBPs, were screened between ccRCC samples and noncancerous samples. From these data, eight candidate RBPs (RPS2, GAPDH, RPS20, EIF4A1, RPL18, RPL13, RPL18A, and RPS19) were identified. CONCLUSIONS: In summary, we screened differentially expressed RBPs of ccRCC, which were enriched mainly in various biological processes and signaling pathways. Furthermore, we identified eight candidate RBPs, which could serve as potential biomarkers of ccRCC. |
format | Online Article Text |
id | pubmed-8797574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87975742022-02-02 The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma Li, Can-Xuan Chen, Jie Xu, Zheng-Guang Yiu, Wing-Keung Lin, Yen-Ting Transl Cancer Res Original Article BACKGROUND: RNA binding proteins (RBPs) have previously been demonstrated to be involved in the initiation and development of human cancers. However, its role in clear cell renal cell carcinoma (ccRCC) is not yet clear. The study was intended to explore the diagnostic and prognostic value of RBPs in ccRCC via bioinformatics methods of public datasets. METHODS: Data download from the Cancer Genome Atlas (TCGA) database was used to identify differentially expressed RBPs between normal renal samples and cancerous samples. Then, we performed the gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses of differentially expressed genes (DEGs) using the ClusterProfiler package. Next, the protein-protein interaction (PPI) network was built by the online tool STRING database and Cytoscape software. The significant module and hub genes were screened by MCODE and Cytohubba plugin, respectively. Lastly, we performed a systematical analysis to investigate the diagnostic and prognostic value of candidate RBPs. RESULTS: A total of 133 DEGs, including 39 upregulated RBPs and 94 downregulated RBPs, were screened between ccRCC samples and noncancerous samples. From these data, eight candidate RBPs (RPS2, GAPDH, RPS20, EIF4A1, RPL18, RPL13, RPL18A, and RPS19) were identified. CONCLUSIONS: In summary, we screened differentially expressed RBPs of ccRCC, which were enriched mainly in various biological processes and signaling pathways. Furthermore, we identified eight candidate RBPs, which could serve as potential biomarkers of ccRCC. AME Publishing Company 2020-12 /pmc/articles/PMC8797574/ /pubmed/35117342 http://dx.doi.org/10.21037/tcr-20-2393 Text en 2020 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Article Li, Can-Xuan Chen, Jie Xu, Zheng-Guang Yiu, Wing-Keung Lin, Yen-Ting The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma |
title | The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma |
title_full | The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma |
title_fullStr | The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma |
title_full_unstemmed | The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma |
title_short | The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma |
title_sort | expression and prognostic value of rna binding proteins in clear cell renal cell carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797574/ https://www.ncbi.nlm.nih.gov/pubmed/35117342 http://dx.doi.org/10.21037/tcr-20-2393 |
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