Cargando…

Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma

Background: Cuproptosis has been found as a novel cell death mode significantly associated with mitochondrial metabolism, which may be significantly associated with the occurrence and growth of tumors. LncRNAs take on critical significance in regulating the development of kidney renal clear cell car...

Descripción completa

Detalles Bibliográficos
Autores principales: Hong, Peng, Huang, Weichao, Du, Huifang, Hu, Ding, Cao, Qingfei, Wang, Yinjie, Zhang, Huashan, Tong, Siqiao, Li, Zizhi, Tong, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669974/
https://www.ncbi.nlm.nih.gov/pubmed/36406128
http://dx.doi.org/10.3389/fgene.2022.1009555
_version_ 1784832241620221952
author Hong, Peng
Huang, Weichao
Du, Huifang
Hu, Ding
Cao, Qingfei
Wang, Yinjie
Zhang, Huashan
Tong, Siqiao
Li, Zizhi
Tong, Ming
author_facet Hong, Peng
Huang, Weichao
Du, Huifang
Hu, Ding
Cao, Qingfei
Wang, Yinjie
Zhang, Huashan
Tong, Siqiao
Li, Zizhi
Tong, Ming
author_sort Hong, Peng
collection PubMed
description Background: Cuproptosis has been found as a novel cell death mode significantly associated with mitochondrial metabolism, which may be significantly associated with the occurrence and growth of tumors. LncRNAs take on critical significance in regulating the development of kidney renal clear cell carcinoma (KIRC), whereas the correlation between cuproptosis-related LncRNAs (CRLs) and KIRC is not clear at present. Therefore, this study built a prognosis signature based on CRLs, which can achieve accurate prediction of the outcome of KIRC patients. Methods: The TCGA database provided the expression profile information and relevant clinical information of KIRC patients. Univariate Cox, Lasso, and multivariate Cox were employed for building a risk signature based on CRLs. Kaplan-Meier (K-M) survival analysis and time-dependent receiver operating characteristic (ROC) curve were employed for the verification and evaluation of the reliability and accuracy of risk signature. Then, qRT-PCR analysis of risk LncRNAs was conducted. Finally, the possible effect of the developed risk signature on the microenvironment for tumor immunization was speculated in accordance with ssGSEA and ESTIMATE algorithms. Results: A prognosis signature composed of APCDD1L-DT, MINCR, AL161782.1, and AC026401.3 was built based on CRLs. As revealed by the results of the K-M survival study, the OS rate and progression-free survival rate of high(risk) KIRC patients were lower than those of low(risk) KIRC patients, and the areas under ROC curves of 1, 3, and 5 years were 0.828, 0.780, and 0.794, separately. The results of the immune analysis showed that there were significant differences in the status of immunization and the microenvironment of tumor between groups at low-risk and at high-risk. The qRT-PCR results showed that the relative expression level of MINCR and APCDD1L-DT were higher in 786-O and 769-P tumor cells than in HK-2 cells, which were normal renal tubular epithelial cells. Conclusion: The developed risk signature takes on critical significance in the prediction of the prognosis of patients with KIRC, and it can bring a novel direction for immunotherapy and clinical drug treatment of KIRC. In addition, 4 identified risk LncRNAs (especially APCDD1L-DT and MINCR) can be novel targets for immunotherapy of KIRC patients.
format Online
Article
Text
id pubmed-9669974
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-96699742022-11-18 Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma Hong, Peng Huang, Weichao Du, Huifang Hu, Ding Cao, Qingfei Wang, Yinjie Zhang, Huashan Tong, Siqiao Li, Zizhi Tong, Ming Front Genet Genetics Background: Cuproptosis has been found as a novel cell death mode significantly associated with mitochondrial metabolism, which may be significantly associated with the occurrence and growth of tumors. LncRNAs take on critical significance in regulating the development of kidney renal clear cell carcinoma (KIRC), whereas the correlation between cuproptosis-related LncRNAs (CRLs) and KIRC is not clear at present. Therefore, this study built a prognosis signature based on CRLs, which can achieve accurate prediction of the outcome of KIRC patients. Methods: The TCGA database provided the expression profile information and relevant clinical information of KIRC patients. Univariate Cox, Lasso, and multivariate Cox were employed for building a risk signature based on CRLs. Kaplan-Meier (K-M) survival analysis and time-dependent receiver operating characteristic (ROC) curve were employed for the verification and evaluation of the reliability and accuracy of risk signature. Then, qRT-PCR analysis of risk LncRNAs was conducted. Finally, the possible effect of the developed risk signature on the microenvironment for tumor immunization was speculated in accordance with ssGSEA and ESTIMATE algorithms. Results: A prognosis signature composed of APCDD1L-DT, MINCR, AL161782.1, and AC026401.3 was built based on CRLs. As revealed by the results of the K-M survival study, the OS rate and progression-free survival rate of high(risk) KIRC patients were lower than those of low(risk) KIRC patients, and the areas under ROC curves of 1, 3, and 5 years were 0.828, 0.780, and 0.794, separately. The results of the immune analysis showed that there were significant differences in the status of immunization and the microenvironment of tumor between groups at low-risk and at high-risk. The qRT-PCR results showed that the relative expression level of MINCR and APCDD1L-DT were higher in 786-O and 769-P tumor cells than in HK-2 cells, which were normal renal tubular epithelial cells. Conclusion: The developed risk signature takes on critical significance in the prediction of the prognosis of patients with KIRC, and it can bring a novel direction for immunotherapy and clinical drug treatment of KIRC. In addition, 4 identified risk LncRNAs (especially APCDD1L-DT and MINCR) can be novel targets for immunotherapy of KIRC patients. Frontiers Media S.A. 2022-11-03 /pmc/articles/PMC9669974/ /pubmed/36406128 http://dx.doi.org/10.3389/fgene.2022.1009555 Text en Copyright © 2022 Hong, Huang, Du, Hu, Cao, Wang, Zhang, Tong, Li and Tong. 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 Genetics
Hong, Peng
Huang, Weichao
Du, Huifang
Hu, Ding
Cao, Qingfei
Wang, Yinjie
Zhang, Huashan
Tong, Siqiao
Li, Zizhi
Tong, Ming
Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma
title Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma
title_full Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma
title_fullStr Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma
title_full_unstemmed Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma
title_short Prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding RNAs risk signature in kidney renal clear cell carcinoma
title_sort prognostic value and immunological characteristics of a novel cuproptosis-related long noncoding rnas risk signature in kidney renal clear cell carcinoma
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669974/
https://www.ncbi.nlm.nih.gov/pubmed/36406128
http://dx.doi.org/10.3389/fgene.2022.1009555
work_keys_str_mv AT hongpeng prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT huangweichao prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT duhuifang prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT huding prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT caoqingfei prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT wangyinjie prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT zhanghuashan prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT tongsiqiao prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT lizizhi prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma
AT tongming prognosticvalueandimmunologicalcharacteristicsofanovelcuproptosisrelatedlongnoncodingrnasrisksignatureinkidneyrenalclearcellcarcinoma