Cargando…

Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer

RNA binding proteins (RBPs) have been proved to play pivotal roles in a variety types of tumors. However, there is no convincible evidence disclosing the functions of RBPs in thyroid cancer (THCA) thoroughly and systematically. Integrated analysis of the functional and prognostic effect of RBPs help...

Descripción completa

Detalles Bibliográficos
Autores principales: Ma, Yue, Yin, Shi, Liu, Xiao-feng, Hu, Jing, Cai, Ning, Zhang, Xiao-bei, Fu, Li, Cao, Xu-chen, Yu, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8010172/
https://www.ncbi.nlm.nih.gov/pubmed/33816259
http://dx.doi.org/10.3389/fonc.2021.625007
_version_ 1783673007900721152
author Ma, Yue
Yin, Shi
Liu, Xiao-feng
Hu, Jing
Cai, Ning
Zhang, Xiao-bei
Fu, Li
Cao, Xu-chen
Yu, Yue
author_facet Ma, Yue
Yin, Shi
Liu, Xiao-feng
Hu, Jing
Cai, Ning
Zhang, Xiao-bei
Fu, Li
Cao, Xu-chen
Yu, Yue
author_sort Ma, Yue
collection PubMed
description RNA binding proteins (RBPs) have been proved to play pivotal roles in a variety types of tumors. However, there is no convincible evidence disclosing the functions of RBPs in thyroid cancer (THCA) thoroughly and systematically. Integrated analysis of the functional and prognostic effect of RBPs help better understanding tumorigenesis and development in thyroid and may provide a novel therapeutic method for THCA. In this study, we obtained a list of human RBPs from Gerstberger database, which covered 1,542 genes encoding RBPs. Gene expression data of THCA was downloaded from The Cancer Genome Atlas (TCGA, n = 567), from which we extracted 1,491 RBPs’ gene expression data. We analyzed differentially expressed RBPs using R package “limma”. Based on differentially expressed RBPs, we constructed protein-protein interaction network and the GO and KEGG pathway enrichment analyses were carried out. We found six RBPs (AZGP1, IGF2BP2, MEX3A, NUDT16, NUP153, USB1) independently associated with prognosis of patients with thyroid cancer according to univariate and multivariate Cox proportional hazards regression models. The survival analysis and risk score analysis achieved good performances from this six-gene prognostic model. Nomogram was constructed to guide clinical decision in practice. Finally, biological experiments disclosed that NUP153 and USB1 can significantly impact cancer cell proliferation and migration. In conclusion, our research provided a new insight of thyroid tumorigenesis and development based on analyses of RBPs. More importantly, the six-gene model may play an important role in clinical practice in the future.
format Online
Article
Text
id pubmed-8010172
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-80101722021-04-01 Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer Ma, Yue Yin, Shi Liu, Xiao-feng Hu, Jing Cai, Ning Zhang, Xiao-bei Fu, Li Cao, Xu-chen Yu, Yue Front Oncol Oncology RNA binding proteins (RBPs) have been proved to play pivotal roles in a variety types of tumors. However, there is no convincible evidence disclosing the functions of RBPs in thyroid cancer (THCA) thoroughly and systematically. Integrated analysis of the functional and prognostic effect of RBPs help better understanding tumorigenesis and development in thyroid and may provide a novel therapeutic method for THCA. In this study, we obtained a list of human RBPs from Gerstberger database, which covered 1,542 genes encoding RBPs. Gene expression data of THCA was downloaded from The Cancer Genome Atlas (TCGA, n = 567), from which we extracted 1,491 RBPs’ gene expression data. We analyzed differentially expressed RBPs using R package “limma”. Based on differentially expressed RBPs, we constructed protein-protein interaction network and the GO and KEGG pathway enrichment analyses were carried out. We found six RBPs (AZGP1, IGF2BP2, MEX3A, NUDT16, NUP153, USB1) independently associated with prognosis of patients with thyroid cancer according to univariate and multivariate Cox proportional hazards regression models. The survival analysis and risk score analysis achieved good performances from this six-gene prognostic model. Nomogram was constructed to guide clinical decision in practice. Finally, biological experiments disclosed that NUP153 and USB1 can significantly impact cancer cell proliferation and migration. In conclusion, our research provided a new insight of thyroid tumorigenesis and development based on analyses of RBPs. More importantly, the six-gene model may play an important role in clinical practice in the future. Frontiers Media S.A. 2021-03-17 /pmc/articles/PMC8010172/ /pubmed/33816259 http://dx.doi.org/10.3389/fonc.2021.625007 Text en Copyright © 2021 Ma, Yin, Liu, Hu, Cai, Zhang, Fu, Cao and Yu http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Ma, Yue
Yin, Shi
Liu, Xiao-feng
Hu, Jing
Cai, Ning
Zhang, Xiao-bei
Fu, Li
Cao, Xu-chen
Yu, Yue
Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer
title Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer
title_full Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer
title_fullStr Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer
title_full_unstemmed Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer
title_short Comprehensive Analysis of the Functions and Prognostic Value of RNA-Binding Proteins in Thyroid Cancer
title_sort comprehensive analysis of the functions and prognostic value of rna-binding proteins in thyroid cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8010172/
https://www.ncbi.nlm.nih.gov/pubmed/33816259
http://dx.doi.org/10.3389/fonc.2021.625007
work_keys_str_mv AT mayue comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT yinshi comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT liuxiaofeng comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT hujing comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT caining comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT zhangxiaobei comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT fuli comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT caoxuchen comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer
AT yuyue comprehensiveanalysisofthefunctionsandprognosticvalueofrnabindingproteinsinthyroidcancer