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Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma

Evidence shows that defects in RNA-binding proteins (RBPs) are closely related to the occurrence and development of HNSCC. We obtained 502 tumors and 44 normal samples from the TCGA database, among which 190 differentially expressed RBPs were screened. Finally, a prognostic model containing nine RBP...

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Autores principales: Yang, Xiuping, Han, Baoai, Zhang, Runshi, Su, Yuan, Hosseini, Davood K., Wu, Han, Yang, Minlan, Sun, Haiying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034976/
https://www.ncbi.nlm.nih.gov/pubmed/33758106
http://dx.doi.org/10.18632/aging.202848
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author Yang, Xiuping
Han, Baoai
Zhang, Runshi
Su, Yuan
Hosseini, Davood K.
Wu, Han
Yang, Minlan
Sun, Haiying
author_facet Yang, Xiuping
Han, Baoai
Zhang, Runshi
Su, Yuan
Hosseini, Davood K.
Wu, Han
Yang, Minlan
Sun, Haiying
author_sort Yang, Xiuping
collection PubMed
description Evidence shows that defects in RNA-binding proteins (RBPs) are closely related to the occurrence and development of HNSCC. We obtained 502 tumors and 44 normal samples from the TCGA database, among which 190 differentially expressed RBPs were screened. Finally, a prognostic model containing nine RBPs (CELF2, CPEB1, DDX39B, EIF3L, EZH2, KHDRBS3, RNASE10, RNASE3 and SIDT1) was produced. Further analysis showed that the overall survival rate in the high-risk group was lower than that in the low-risk group. The area under the ROC curve (AUC) in the training and testing groups was significant (3-year AUC, 0.735 vs 0.796; 5-year AUC, 0.821 vs 0.804). In addition, a comprehensive analysis of nine identified RBPs showed that most of them were related to the OS of HNSCC patients, and three of them (CELF2, EZH2, and SIDT1) were differentially expressed in HNSCC and control tissues at the protein level. In addition, our data revealed that the identified RBPs are highly interconnected, with high frequency copy number changes in HNSCC samples. GSEA indicated that the abnormal biological processes related to RNA and the activation of some classical tumor signaling pathways were important driving forces for the development of HNSCC. Our results provide novel insights into the pathogenesis of HNSCC, among which nine RBP markers have potential application value in clinical decision-making and individualized treatment of HNSCC.
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spelling pubmed-80349762021-04-16 Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma Yang, Xiuping Han, Baoai Zhang, Runshi Su, Yuan Hosseini, Davood K. Wu, Han Yang, Minlan Sun, Haiying Aging (Albany NY) Research Paper Evidence shows that defects in RNA-binding proteins (RBPs) are closely related to the occurrence and development of HNSCC. We obtained 502 tumors and 44 normal samples from the TCGA database, among which 190 differentially expressed RBPs were screened. Finally, a prognostic model containing nine RBPs (CELF2, CPEB1, DDX39B, EIF3L, EZH2, KHDRBS3, RNASE10, RNASE3 and SIDT1) was produced. Further analysis showed that the overall survival rate in the high-risk group was lower than that in the low-risk group. The area under the ROC curve (AUC) in the training and testing groups was significant (3-year AUC, 0.735 vs 0.796; 5-year AUC, 0.821 vs 0.804). In addition, a comprehensive analysis of nine identified RBPs showed that most of them were related to the OS of HNSCC patients, and three of them (CELF2, EZH2, and SIDT1) were differentially expressed in HNSCC and control tissues at the protein level. In addition, our data revealed that the identified RBPs are highly interconnected, with high frequency copy number changes in HNSCC samples. GSEA indicated that the abnormal biological processes related to RNA and the activation of some classical tumor signaling pathways were important driving forces for the development of HNSCC. Our results provide novel insights into the pathogenesis of HNSCC, among which nine RBP markers have potential application value in clinical decision-making and individualized treatment of HNSCC. Impact Journals 2021-03-24 /pmc/articles/PMC8034976/ /pubmed/33758106 http://dx.doi.org/10.18632/aging.202848 Text en Copyright: © 2021 Yang et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Yang, Xiuping
Han, Baoai
Zhang, Runshi
Su, Yuan
Hosseini, Davood K.
Wu, Han
Yang, Minlan
Sun, Haiying
Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma
title Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma
title_full Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma
title_fullStr Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma
title_full_unstemmed Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma
title_short Development and validation of a RNA binding protein-associated prognostic model for head and neck squamous cell carcinoma
title_sort development and validation of a rna binding protein-associated prognostic model for head and neck squamous cell carcinoma
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8034976/
https://www.ncbi.nlm.nih.gov/pubmed/33758106
http://dx.doi.org/10.18632/aging.202848
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