Cargando…

The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma

RNA methylation accounts for over 60% of all RNA modifications, and N(6)-methyladenosine (m(6)A) is the most common modification on mRNA and lncRNA of human beings. It has been found that m(6)A modification occurs in microRNA, circRNA, rRNA, and tRNA, etc. The m(6)A modification plays an important r...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Jiaju, Liu, Yuenan, Liu, Jingchong, Xu, Tianbo, Cheng, Gong, Shou, Yi, Tong, Junwei, Liu, Lilong, Zhou, Lijie, Xiao, Wen, Xiong, Zhiyong, Yuan, Changfei, Chen, Zhixian, Liu, Di, Yang, Hongmei, Liang, Huageng, Chen, Ke, Zhang, Xiaoping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746824/
https://www.ncbi.nlm.nih.gov/pubmed/33343639
http://dx.doi.org/10.3389/fgene.2020.602485
_version_ 1783624872165900288
author Xu, Jiaju
Liu, Yuenan
Liu, Jingchong
Xu, Tianbo
Cheng, Gong
Shou, Yi
Tong, Junwei
Liu, Lilong
Zhou, Lijie
Xiao, Wen
Xiong, Zhiyong
Yuan, Changfei
Chen, Zhixian
Liu, Di
Yang, Hongmei
Liang, Huageng
Chen, Ke
Zhang, Xiaoping
author_facet Xu, Jiaju
Liu, Yuenan
Liu, Jingchong
Xu, Tianbo
Cheng, Gong
Shou, Yi
Tong, Junwei
Liu, Lilong
Zhou, Lijie
Xiao, Wen
Xiong, Zhiyong
Yuan, Changfei
Chen, Zhixian
Liu, Di
Yang, Hongmei
Liang, Huageng
Chen, Ke
Zhang, Xiaoping
author_sort Xu, Jiaju
collection PubMed
description RNA methylation accounts for over 60% of all RNA modifications, and N(6)-methyladenosine (m(6)A) is the most common modification on mRNA and lncRNA of human beings. It has been found that m(6)A modification occurs in microRNA, circRNA, rRNA, and tRNA, etc. The m(6)A modification plays an important role in regulating gene expression, and the abnormality of its regulatory mechanism refers to many human diseases, including cancers. Pitifully, as it stands there is a serious lack of knowledge of the extent to which the expression and function of m(6)A RNA methylation can influence prostate cancer (PC). Herein, we systematically analyzed the expression levels of 35 m(6)A RNA methylation regulators mentioned in literatures among prostate adenocarcinoma patients in the Cancer Genome Atlas (TCGA), finding that most of them expressed differently between cancer tissues and normal tissues with the significance of p < 0.05. Utilizing consensus clustering, we divided PC patients into two subgroups based on the differentially expressed m(6)A RNA methylation regulators with significantly different clinical outcomes. To appraise the discrepancy in total transcriptome between subgroups, the functional enrichment analysis was conducted for differential signaling pathways and cellular processes. Next, we selected five critical genes by the criteria that the regulators had a significant impact on prognosis of PC patients from TCGA through the last absolute shrinkage and selection operator (LASSO) Cox regression and obtained a risk score by weighted summation for prognosis prediction. The survival analysis curve and receiver operating characteristic (ROC) curve showed that this signature could excellently predict the prognosis of PC patients. The univariate and multivariate Cox regression analyses proved the independent prognostic value of the signature. In summary, our effort revealed the significance of m(6)A RNA methylation regulators in prostate cancer and determined a m(6)A gene expression classifier that well predicted the prognosis of prostate cancer.
format Online
Article
Text
id pubmed-7746824
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-77468242020-12-19 The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma Xu, Jiaju Liu, Yuenan Liu, Jingchong Xu, Tianbo Cheng, Gong Shou, Yi Tong, Junwei Liu, Lilong Zhou, Lijie Xiao, Wen Xiong, Zhiyong Yuan, Changfei Chen, Zhixian Liu, Di Yang, Hongmei Liang, Huageng Chen, Ke Zhang, Xiaoping Front Genet Genetics RNA methylation accounts for over 60% of all RNA modifications, and N(6)-methyladenosine (m(6)A) is the most common modification on mRNA and lncRNA of human beings. It has been found that m(6)A modification occurs in microRNA, circRNA, rRNA, and tRNA, etc. The m(6)A modification plays an important role in regulating gene expression, and the abnormality of its regulatory mechanism refers to many human diseases, including cancers. Pitifully, as it stands there is a serious lack of knowledge of the extent to which the expression and function of m(6)A RNA methylation can influence prostate cancer (PC). Herein, we systematically analyzed the expression levels of 35 m(6)A RNA methylation regulators mentioned in literatures among prostate adenocarcinoma patients in the Cancer Genome Atlas (TCGA), finding that most of them expressed differently between cancer tissues and normal tissues with the significance of p < 0.05. Utilizing consensus clustering, we divided PC patients into two subgroups based on the differentially expressed m(6)A RNA methylation regulators with significantly different clinical outcomes. To appraise the discrepancy in total transcriptome between subgroups, the functional enrichment analysis was conducted for differential signaling pathways and cellular processes. Next, we selected five critical genes by the criteria that the regulators had a significant impact on prognosis of PC patients from TCGA through the last absolute shrinkage and selection operator (LASSO) Cox regression and obtained a risk score by weighted summation for prognosis prediction. The survival analysis curve and receiver operating characteristic (ROC) curve showed that this signature could excellently predict the prognosis of PC patients. The univariate and multivariate Cox regression analyses proved the independent prognostic value of the signature. In summary, our effort revealed the significance of m(6)A RNA methylation regulators in prostate cancer and determined a m(6)A gene expression classifier that well predicted the prognosis of prostate cancer. Frontiers Media S.A. 2020-12-04 /pmc/articles/PMC7746824/ /pubmed/33343639 http://dx.doi.org/10.3389/fgene.2020.602485 Text en Copyright © 2020 Xu, Liu, Liu, Xu, Cheng, Shou, Tong, Liu, Zhou, Xiao, Xiong, Yuan, Chen, Liu, Yang, Liang, Chen and Zhang. 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 Genetics
Xu, Jiaju
Liu, Yuenan
Liu, Jingchong
Xu, Tianbo
Cheng, Gong
Shou, Yi
Tong, Junwei
Liu, Lilong
Zhou, Lijie
Xiao, Wen
Xiong, Zhiyong
Yuan, Changfei
Chen, Zhixian
Liu, Di
Yang, Hongmei
Liang, Huageng
Chen, Ke
Zhang, Xiaoping
The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma
title The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma
title_full The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma
title_fullStr The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma
title_full_unstemmed The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma
title_short The Identification of Critical m(6)A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma
title_sort identification of critical m(6)a rna methylation regulators as malignant prognosis factors in prostate adenocarcinoma
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746824/
https://www.ncbi.nlm.nih.gov/pubmed/33343639
http://dx.doi.org/10.3389/fgene.2020.602485
work_keys_str_mv AT xujiaju theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liuyuenan theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liujingchong theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xutianbo theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT chenggong theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT shouyi theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT tongjunwei theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liulilong theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT zhoulijie theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xiaowen theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xiongzhiyong theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT yuanchangfei theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT chenzhixian theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liudi theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT yanghongmei theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT lianghuageng theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT chenke theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT zhangxiaoping theidentificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xujiaju identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liuyuenan identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liujingchong identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xutianbo identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT chenggong identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT shouyi identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT tongjunwei identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liulilong identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT zhoulijie identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xiaowen identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT xiongzhiyong identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT yuanchangfei identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT chenzhixian identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT liudi identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT yanghongmei identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT lianghuageng identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT chenke identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma
AT zhangxiaoping identificationofcriticalm6arnamethylationregulatorsasmalignantprognosisfactorsinprostateadenocarcinoma