Cargando…

A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma

Clear cell renal cell carcinoma (ccRCC) is a prevalent urinary malignancy. Despite the recent development of better diagnostic tools and therapy, the five-year survival rate for individuals with advanced and metastatic ccRCC remains dismal. Unfortunately, ccRCC is less susceptible to radiation and c...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Qinyu, Xiao, Xueyan, Chen, Bingliang, Song, Guoda, Zeng, Kai, Li, Beining, Miao, Jianping, Liu, Chaofan, Luan, Yang, Liu, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9597358/
https://www.ncbi.nlm.nih.gov/pubmed/36313627
http://dx.doi.org/10.3389/fonc.2022.964838
_version_ 1784816073837641728
author Li, Qinyu
Xiao, Xueyan
Chen, Bingliang
Song, Guoda
Zeng, Kai
Li, Beining
Miao, Jianping
Liu, Chaofan
Luan, Yang
Liu, Bo
author_facet Li, Qinyu
Xiao, Xueyan
Chen, Bingliang
Song, Guoda
Zeng, Kai
Li, Beining
Miao, Jianping
Liu, Chaofan
Luan, Yang
Liu, Bo
author_sort Li, Qinyu
collection PubMed
description Clear cell renal cell carcinoma (ccRCC) is a prevalent urinary malignancy. Despite the recent development of better diagnostic tools and therapy, the five-year survival rate for individuals with advanced and metastatic ccRCC remains dismal. Unfortunately, ccRCC is less susceptible to radiation and chemotherapy. Consequently, targeted therapy and immunotherapy play a crucial role in the treatment of ccRCC. Enhancer RNAs (eRNAs) are noncoding RNAs transcribed by enhancers. Extensive research has shown that eRNAs are implicated in a variety of cancer signaling pathways. However, the biological functions of eRNAs have not been systematically investigated in ccRCC. In this study, we conducted a comprehensive investigation of the role of eRNAs in the onset and management of ccRCC. Patient prognosis-influencing eRNAs and target genes were chosen to construct a predictive signature. On the basis of the median riskscore, ccRCC patients were split into high- and low-risk subgroups. The prediction efficiency was assessed in several cohorts, and multi-omics analysis was carried out to investigate the differences and underlying mechanisms between the high- and low-risk groups. In addition, we investigated its potential to facilitate clinical treatment choices. The riskscore might be used to forecast a patient’s response to immunotherapy and targeted therapy, giving a revolutionary method for selecting treatment regimens with pinpoint accuracy.
format Online
Article
Text
id pubmed-9597358
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-95973582022-10-27 A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma Li, Qinyu Xiao, Xueyan Chen, Bingliang Song, Guoda Zeng, Kai Li, Beining Miao, Jianping Liu, Chaofan Luan, Yang Liu, Bo Front Oncol Oncology Clear cell renal cell carcinoma (ccRCC) is a prevalent urinary malignancy. Despite the recent development of better diagnostic tools and therapy, the five-year survival rate for individuals with advanced and metastatic ccRCC remains dismal. Unfortunately, ccRCC is less susceptible to radiation and chemotherapy. Consequently, targeted therapy and immunotherapy play a crucial role in the treatment of ccRCC. Enhancer RNAs (eRNAs) are noncoding RNAs transcribed by enhancers. Extensive research has shown that eRNAs are implicated in a variety of cancer signaling pathways. However, the biological functions of eRNAs have not been systematically investigated in ccRCC. In this study, we conducted a comprehensive investigation of the role of eRNAs in the onset and management of ccRCC. Patient prognosis-influencing eRNAs and target genes were chosen to construct a predictive signature. On the basis of the median riskscore, ccRCC patients were split into high- and low-risk subgroups. The prediction efficiency was assessed in several cohorts, and multi-omics analysis was carried out to investigate the differences and underlying mechanisms between the high- and low-risk groups. In addition, we investigated its potential to facilitate clinical treatment choices. The riskscore might be used to forecast a patient’s response to immunotherapy and targeted therapy, giving a revolutionary method for selecting treatment regimens with pinpoint accuracy. Frontiers Media S.A. 2022-10-12 /pmc/articles/PMC9597358/ /pubmed/36313627 http://dx.doi.org/10.3389/fonc.2022.964838 Text en Copyright © 2022 Li, Xiao, Chen, Song, Zeng, Li, Miao, Liu, Luan and Liu 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 Oncology
Li, Qinyu
Xiao, Xueyan
Chen, Bingliang
Song, Guoda
Zeng, Kai
Li, Beining
Miao, Jianping
Liu, Chaofan
Luan, Yang
Liu, Bo
A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
title A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
title_full A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
title_fullStr A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
title_full_unstemmed A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
title_short A predictive signature based on enhancer RNA associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
title_sort predictive signature based on enhancer rna associates with immune infiltration and aids treatment decision in clear cell renal cell carcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9597358/
https://www.ncbi.nlm.nih.gov/pubmed/36313627
http://dx.doi.org/10.3389/fonc.2022.964838
work_keys_str_mv AT liqinyu apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT xiaoxueyan apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT chenbingliang apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT songguoda apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT zengkai apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT libeining apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT miaojianping apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT liuchaofan apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT luanyang apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT liubo apredictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT liqinyu predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT xiaoxueyan predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT chenbingliang predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT songguoda predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT zengkai predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT libeining predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT miaojianping predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT liuchaofan predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT luanyang predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma
AT liubo predictivesignaturebasedonenhancerrnaassociateswithimmuneinfiltrationandaidstreatmentdecisioninclearcellrenalcellcarcinoma