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The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma

Background: Clear cell renal cell carcinoma (CCRCC) has a high incidence and poor prognosis. Cuproptosis, an independent pattern of cell death associated with copper, plays an important role in cancer proliferation and metastasis. The role of cuproptosis-related genes (CRGs) in CCRCC is unclear. Met...

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Autores principales: Sun, Peng, Xu, Hua, Zhu, Ke, Li, Min, Han, Rui, Shen, Jiran, Xia, Xingyuan, Chen, Xiaojuan, Fei, Guanghe, Zhou, Sijing, Wang, Ran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751702/
https://www.ncbi.nlm.nih.gov/pubmed/36531222
http://dx.doi.org/10.3389/fgene.2022.1061382
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author Sun, Peng
Xu, Hua
Zhu, Ke
Li, Min
Han, Rui
Shen, Jiran
Xia, Xingyuan
Chen, Xiaojuan
Fei, Guanghe
Zhou, Sijing
Wang, Ran
author_facet Sun, Peng
Xu, Hua
Zhu, Ke
Li, Min
Han, Rui
Shen, Jiran
Xia, Xingyuan
Chen, Xiaojuan
Fei, Guanghe
Zhou, Sijing
Wang, Ran
author_sort Sun, Peng
collection PubMed
description Background: Clear cell renal cell carcinoma (CCRCC) has a high incidence and poor prognosis. Cuproptosis, an independent pattern of cell death associated with copper, plays an important role in cancer proliferation and metastasis. The role of cuproptosis-related genes (CRGs) in CCRCC is unclear. Methods: Transcriptome and clinical information for CCRCC were downloaded from The Cancer Genome Atlas (TCGA) database. After dividing the training and testing cohort, a 4-CRGs risk signature (FDX1, DLD, DLAT, CDKN2A) was identified in the training cohort using Least absolute shrinkage and selection operator (LASSO) and Cox regression analysis. The effect of the 4-CRGs risk signature on prognosis was assessed using Kaplan-Meier (KM) curves and time-dependent receiver operating characteristic (ROC) curves and verified using the testing cohort. For different risk groups, the immune statue was assessed using the CIBERSORT algorithm, the ssGSEA method and immune checkpoint expression data. Finally, a competitive endogenous RNA (ceRNA) network was constructed using miRTarbase and starBase databases to identify molecules that may have a regulatory relationship with CRCCC. Results: There were significant changes in the overall survival (OS), immune microenvironment, immune function, and checkpoint gene expression among the different risk groups. A ceRNA network consisting of one mRNA, two miRNAs, and 12 lncRNAs was constructed. Conclusion: The 4-CRGs risk signature provides a new method to predict the prognosis of patients with CCRCC and the effect of immunotherapy. We propose a new cuproptosis-associated ceRNA network that can help to further explore the molecular mechanisms of CCRCC.
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spelling pubmed-97517022022-12-16 The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma Sun, Peng Xu, Hua Zhu, Ke Li, Min Han, Rui Shen, Jiran Xia, Xingyuan Chen, Xiaojuan Fei, Guanghe Zhou, Sijing Wang, Ran Front Genet Genetics Background: Clear cell renal cell carcinoma (CCRCC) has a high incidence and poor prognosis. Cuproptosis, an independent pattern of cell death associated with copper, plays an important role in cancer proliferation and metastasis. The role of cuproptosis-related genes (CRGs) in CCRCC is unclear. Methods: Transcriptome and clinical information for CCRCC were downloaded from The Cancer Genome Atlas (TCGA) database. After dividing the training and testing cohort, a 4-CRGs risk signature (FDX1, DLD, DLAT, CDKN2A) was identified in the training cohort using Least absolute shrinkage and selection operator (LASSO) and Cox regression analysis. The effect of the 4-CRGs risk signature on prognosis was assessed using Kaplan-Meier (KM) curves and time-dependent receiver operating characteristic (ROC) curves and verified using the testing cohort. For different risk groups, the immune statue was assessed using the CIBERSORT algorithm, the ssGSEA method and immune checkpoint expression data. Finally, a competitive endogenous RNA (ceRNA) network was constructed using miRTarbase and starBase databases to identify molecules that may have a regulatory relationship with CRCCC. Results: There were significant changes in the overall survival (OS), immune microenvironment, immune function, and checkpoint gene expression among the different risk groups. A ceRNA network consisting of one mRNA, two miRNAs, and 12 lncRNAs was constructed. Conclusion: The 4-CRGs risk signature provides a new method to predict the prognosis of patients with CCRCC and the effect of immunotherapy. We propose a new cuproptosis-associated ceRNA network that can help to further explore the molecular mechanisms of CCRCC. Frontiers Media S.A. 2022-12-01 /pmc/articles/PMC9751702/ /pubmed/36531222 http://dx.doi.org/10.3389/fgene.2022.1061382 Text en Copyright © 2022 Sun, Xu, Zhu, Li, Han, Shen, Xia, Chen, Fei, Zhou and Wang. 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
Sun, Peng
Xu, Hua
Zhu, Ke
Li, Min
Han, Rui
Shen, Jiran
Xia, Xingyuan
Chen, Xiaojuan
Fei, Guanghe
Zhou, Sijing
Wang, Ran
The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
title The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
title_full The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
title_fullStr The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
title_full_unstemmed The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
title_short The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
title_sort cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751702/
https://www.ncbi.nlm.nih.gov/pubmed/36531222
http://dx.doi.org/10.3389/fgene.2022.1061382
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