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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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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. |
format | Online Article Text |
id | pubmed-10470711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
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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