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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...

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Autores principales: Li, Can-Xuan, Chen, Jie, Xu, Zheng-Guang, Yiu, Wing-Keung, Lin, Yen-Ting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
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.
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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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