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The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers

BACKGROUND: To depict the prognostic landscape of gynecological cancers from the perspective of DNA methylation, alternative splicing (AS) and polyadenylation (APA) events and investigate their correlation with immune infiltrates. METHODS: Methylation and RNA-seq data and corresponding clinical info...

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Autores principales: Shang, Chunliang, Li, Yuan, Wu, Zhangxin, Han, Qin, Zhu, Yuan, He, Tianhui, Guo, Hongyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814251/
https://www.ncbi.nlm.nih.gov/pubmed/33488112
http://dx.doi.org/10.2147/PGPM.S293399
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author Shang, Chunliang
Li, Yuan
Wu, Zhangxin
Han, Qin
Zhu, Yuan
He, Tianhui
Guo, Hongyan
author_facet Shang, Chunliang
Li, Yuan
Wu, Zhangxin
Han, Qin
Zhu, Yuan
He, Tianhui
Guo, Hongyan
author_sort Shang, Chunliang
collection PubMed
description BACKGROUND: To depict the prognostic landscape of gynecological cancers from the perspective of DNA methylation, alternative splicing (AS) and polyadenylation (APA) events and investigate their correlation with immune infiltrates. METHODS: Methylation and RNA-seq data and corresponding clinical information regarding gynecologic cancers were used to explore the relationships between changes in DNA methylation, AS and APA events and gynecologic cancer prognosis. QRT-PCR and multiple bioinformatics tools were employed to construct a gene interaction network and explore immune infiltrates. RESULTS: Only the mRNA levels of CIRBP and INPP5K were simultaneously significantly decreased in gynecologic cancers and negatively associated with overall survival, which verified by qrt-PCR. We also identified that CIRBP or INPP5K DNA methylation, AS and APA events are prognostic indicators of gynecologic cancers. The activation of T cells might be the main signaling pathway by which these genes modulate cancer progression. CIRBP/INPP5K expression is positively associated with immune infiltration and is a major risk factor of survival, especially among uterine corpus endometrial carcinoma (UCEC) patients. CONCLUSION: According to these findings, the DNA methylation, AS and APA events of CIRBP and INPP5K may serve as important prognostic biomarkers and targets in gynecological cancers by modulating T cell infiltration.
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spelling pubmed-78142512021-01-21 The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers Shang, Chunliang Li, Yuan Wu, Zhangxin Han, Qin Zhu, Yuan He, Tianhui Guo, Hongyan Pharmgenomics Pers Med Original Research BACKGROUND: To depict the prognostic landscape of gynecological cancers from the perspective of DNA methylation, alternative splicing (AS) and polyadenylation (APA) events and investigate their correlation with immune infiltrates. METHODS: Methylation and RNA-seq data and corresponding clinical information regarding gynecologic cancers were used to explore the relationships between changes in DNA methylation, AS and APA events and gynecologic cancer prognosis. QRT-PCR and multiple bioinformatics tools were employed to construct a gene interaction network and explore immune infiltrates. RESULTS: Only the mRNA levels of CIRBP and INPP5K were simultaneously significantly decreased in gynecologic cancers and negatively associated with overall survival, which verified by qrt-PCR. We also identified that CIRBP or INPP5K DNA methylation, AS and APA events are prognostic indicators of gynecologic cancers. The activation of T cells might be the main signaling pathway by which these genes modulate cancer progression. CIRBP/INPP5K expression is positively associated with immune infiltration and is a major risk factor of survival, especially among uterine corpus endometrial carcinoma (UCEC) patients. CONCLUSION: According to these findings, the DNA methylation, AS and APA events of CIRBP and INPP5K may serve as important prognostic biomarkers and targets in gynecological cancers by modulating T cell infiltration. Dove 2021-01-12 /pmc/articles/PMC7814251/ /pubmed/33488112 http://dx.doi.org/10.2147/PGPM.S293399 Text en © 2021 Shang et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Shang, Chunliang
Li, Yuan
Wu, Zhangxin
Han, Qin
Zhu, Yuan
He, Tianhui
Guo, Hongyan
The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers
title The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers
title_full The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers
title_fullStr The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers
title_full_unstemmed The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers
title_short The Prognostic Value of DNA Methylation, Post-Translational Modifications and Correlated with Immune Infiltrates in Gynecologic Cancers
title_sort prognostic value of dna methylation, post-translational modifications and correlated with immune infiltrates in gynecologic cancers
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814251/
https://www.ncbi.nlm.nih.gov/pubmed/33488112
http://dx.doi.org/10.2147/PGPM.S293399
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