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Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy

Clear cell renal cell carcinoma (ccRCC) is associated with complex immune interactions. We conducted a comprehensive analysis of immune-related differentially expressed genes in patients with ccRCC using data from The Cancer Genome Atlas and ImmPort databases. The immune-related differentially expre...

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Autores principales: Chen, Ronghui, Wu, Jun, Liu, Shan, Sun, Yefeng, Liu, Guozhi, Zhang, Lin, Yu, Qing, Xu, Juan, Meng, Lingxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470711/
https://www.ncbi.nlm.nih.gov/pubmed/37653791
http://dx.doi.org/10.1097/MD.0000000000034786
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author Chen, Ronghui
Wu, Jun
Liu, Shan
Sun, Yefeng
Liu, Guozhi
Zhang, Lin
Yu, Qing
Xu, Juan
Meng, Lingxin
author_facet Chen, Ronghui
Wu, Jun
Liu, Shan
Sun, Yefeng
Liu, Guozhi
Zhang, Lin
Yu, Qing
Xu, Juan
Meng, Lingxin
author_sort Chen, Ronghui
collection PubMed
description Clear cell renal cell carcinoma (ccRCC) is associated with complex immune interactions. We conducted a comprehensive analysis of immune-related differentially expressed genes in patients with ccRCC using data from The Cancer Genome Atlas and ImmPort databases. The immune-related differentially expressed genes underwent functional and pathway enrichment analysis, followed by COX regression combined with LASSO regression to construct an immune-related risk prognostic model. The model comprised 4 IRGs: CLDN4, SEMA3G, CAT, and UCN. Patients were stratified into high-risk and low-risk groups based on the median risk score, and the overall survival rate of the high-risk group was significantly lower than that of the low-risk group, confirming the reliability of the model from various perspectives. Further comparison of immune infiltration, tumor mutation load, and immunophenoscore (IPS) comparison between the 2 groups indicates that the high-risk group could potentially demonstrate a heightened sensitivity towards immunotherapy checkpoints PD-1, CTLA-4, IL-6, and LAG3 in ccRCC patients. The proposed model not only applies to ccRCC but also shows potential in developing into a prognostic model for renal cancer, thus introducing a novel approach for personalized immunotherapy in ccRCC.
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spelling pubmed-104707112023-09-01 Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy Chen, Ronghui Wu, Jun Liu, Shan Sun, Yefeng Liu, Guozhi Zhang, Lin Yu, Qing Xu, Juan Meng, Lingxin Medicine (Baltimore) 5700 Clear cell renal cell carcinoma (ccRCC) is associated with complex immune interactions. We conducted a comprehensive analysis of immune-related differentially expressed genes in patients with ccRCC using data from The Cancer Genome Atlas and ImmPort databases. The immune-related differentially expressed genes underwent functional and pathway enrichment analysis, followed by COX regression combined with LASSO regression to construct an immune-related risk prognostic model. The model comprised 4 IRGs: CLDN4, SEMA3G, CAT, and UCN. Patients were stratified into high-risk and low-risk groups based on the median risk score, and the overall survival rate of the high-risk group was significantly lower than that of the low-risk group, confirming the reliability of the model from various perspectives. Further comparison of immune infiltration, tumor mutation load, and immunophenoscore (IPS) comparison between the 2 groups indicates that the high-risk group could potentially demonstrate a heightened sensitivity towards immunotherapy checkpoints PD-1, CTLA-4, IL-6, and LAG3 in ccRCC patients. The proposed model not only applies to ccRCC but also shows potential in developing into a prognostic model for renal cancer, thus introducing a novel approach for personalized immunotherapy in ccRCC. Lippincott Williams & Wilkins 2023-08-25 /pmc/articles/PMC10470711/ /pubmed/37653791 http://dx.doi.org/10.1097/MD.0000000000034786 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle 5700
Chen, Ronghui
Wu, Jun
Liu, Shan
Sun, Yefeng
Liu, Guozhi
Zhang, Lin
Yu, Qing
Xu, Juan
Meng, Lingxin
Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy
title Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy
title_full Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy
title_fullStr Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy
title_full_unstemmed Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy
title_short Immune-related risk prognostic model for clear cell renal cell carcinoma: Implications for immunotherapy
title_sort immune-related risk prognostic model for clear cell renal cell carcinoma: implications for immunotherapy
topic 5700
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470711/
https://www.ncbi.nlm.nih.gov/pubmed/37653791
http://dx.doi.org/10.1097/MD.0000000000034786
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