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Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma
Background: The dysregulation of RNA binding proteins (RBPs) is involved in tumorigenesis and progression. However, information on the overall function of RNA binding proteins in Uterine Corpus Endometrial Carcinoma (UCEC) remains to be studied. This study aimed to explore Uterine Corpus Endometrial...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574853/ https://www.ncbi.nlm.nih.gov/pubmed/36262474 http://dx.doi.org/10.3389/fmolb.2022.962412 |
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author | Yao, Yong Liu, Kangping Wu, Yuxuan Zhou, Jieyu Jin, Heyue Zhang, Yimin Zhu, Yumin |
author_facet | Yao, Yong Liu, Kangping Wu, Yuxuan Zhou, Jieyu Jin, Heyue Zhang, Yimin Zhu, Yumin |
author_sort | Yao, Yong |
collection | PubMed |
description | Background: The dysregulation of RNA binding proteins (RBPs) is involved in tumorigenesis and progression. However, information on the overall function of RNA binding proteins in Uterine Corpus Endometrial Carcinoma (UCEC) remains to be studied. This study aimed to explore Uterine Corpus Endometrial Carcinoma-associated molecular mechanisms and develop an RNA-binding protein-associated prognostic model. Methods: Differently expressed RNA binding proteins were identified between Uterine Corpus Endometrial Carcinoma tumor tissues and normal tissues by R packages (DESeq2, edgeR) from The Cancer Genome Atlas (TCGA) database. Hub RBPs were subsequently identified by univariate and multivariate Cox regression analyses. The cBioPortal platform, R packages (ggplot2), Human Protein Atlas (HPA), and TIMER online database were used to explore the molecular mechanisms of Uterine Corpus Endometrial Carcinoma. Kaplan-Meier (K-M), Area Under Curve (AUC), and the consistency index (c-index) were used to test the performance of our model. Results: We identified 128 differently expressed RNA binding proteins between Uterine Corpus Endometrial Carcinoma tumor tissues and normal tissues. Seven RNA binding proteins genes (NOP10, RBPMS, ATXN1, SBDS, POP5, CD3EAP, ZC3H12C) were screened as prognostic hub genes and used to construct a prognostic model. Such a model may be able to predict patient prognosis and acquire the best possible treatment. Further analysis indicated that, based on our model, the patients in the high-risk subgroup had poor overall survival (OS) compared to those in the low-risk subgroup. We also established a nomogram based on seven RNA binding proteins. This nomogram could inform individualized diagnostic and therapeutic strategies for Uterine Corpus Endometrial Carcinoma. Conclusion: Our work focused on systematically analyzing a large cohort of Uterine Corpus Endometrial Carcinoma patients in the The Cancer Genome Atlas database. We subsequently constructed a robust prognostic model based on seven RNA binding proteins that may soon inform individualized diagnosis and treatment. |
format | Online Article Text |
id | pubmed-9574853 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95748532022-10-18 Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma Yao, Yong Liu, Kangping Wu, Yuxuan Zhou, Jieyu Jin, Heyue Zhang, Yimin Zhu, Yumin Front Mol Biosci Molecular Biosciences Background: The dysregulation of RNA binding proteins (RBPs) is involved in tumorigenesis and progression. However, information on the overall function of RNA binding proteins in Uterine Corpus Endometrial Carcinoma (UCEC) remains to be studied. This study aimed to explore Uterine Corpus Endometrial Carcinoma-associated molecular mechanisms and develop an RNA-binding protein-associated prognostic model. Methods: Differently expressed RNA binding proteins were identified between Uterine Corpus Endometrial Carcinoma tumor tissues and normal tissues by R packages (DESeq2, edgeR) from The Cancer Genome Atlas (TCGA) database. Hub RBPs were subsequently identified by univariate and multivariate Cox regression analyses. The cBioPortal platform, R packages (ggplot2), Human Protein Atlas (HPA), and TIMER online database were used to explore the molecular mechanisms of Uterine Corpus Endometrial Carcinoma. Kaplan-Meier (K-M), Area Under Curve (AUC), and the consistency index (c-index) were used to test the performance of our model. Results: We identified 128 differently expressed RNA binding proteins between Uterine Corpus Endometrial Carcinoma tumor tissues and normal tissues. Seven RNA binding proteins genes (NOP10, RBPMS, ATXN1, SBDS, POP5, CD3EAP, ZC3H12C) were screened as prognostic hub genes and used to construct a prognostic model. Such a model may be able to predict patient prognosis and acquire the best possible treatment. Further analysis indicated that, based on our model, the patients in the high-risk subgroup had poor overall survival (OS) compared to those in the low-risk subgroup. We also established a nomogram based on seven RNA binding proteins. This nomogram could inform individualized diagnostic and therapeutic strategies for Uterine Corpus Endometrial Carcinoma. Conclusion: Our work focused on systematically analyzing a large cohort of Uterine Corpus Endometrial Carcinoma patients in the The Cancer Genome Atlas database. We subsequently constructed a robust prognostic model based on seven RNA binding proteins that may soon inform individualized diagnosis and treatment. Frontiers Media S.A. 2022-10-03 /pmc/articles/PMC9574853/ /pubmed/36262474 http://dx.doi.org/10.3389/fmolb.2022.962412 Text en Copyright © 2022 Yao, Liu, Wu, Zhou, Jin, Zhang and Zhu. https://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 | Molecular Biosciences Yao, Yong Liu, Kangping Wu, Yuxuan Zhou, Jieyu Jin, Heyue Zhang, Yimin Zhu, Yumin Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma |
title | Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma |
title_full | Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma |
title_fullStr | Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma |
title_full_unstemmed | Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma |
title_short | Comprehensive landscape of the functions and prognostic value of RNA binding proteins in uterine corpus endometrial carcinoma |
title_sort | comprehensive landscape of the functions and prognostic value of rna binding proteins in uterine corpus endometrial carcinoma |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574853/ https://www.ncbi.nlm.nih.gov/pubmed/36262474 http://dx.doi.org/10.3389/fmolb.2022.962412 |
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