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Immunological perspective on the malignant progression of renal clear cell carcinoma
BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common malignancy affecting the kidneys, accounting for approximately 75% of all kidney tumors. Recently, the impact of immune response, immunotherapy, and immune-related genes (IRGs) on tumor development has received much attention. Th...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576724/ https://www.ncbi.nlm.nih.gov/pubmed/34790750 http://dx.doi.org/10.21037/atm-21-4973 |
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author | Liu, Ji Zhang, Wentao Lin, Kang Ma, Wenchao Li, Wei Yao, Xudong |
author_facet | Liu, Ji Zhang, Wentao Lin, Kang Ma, Wenchao Li, Wei Yao, Xudong |
author_sort | Liu, Ji |
collection | PubMed |
description | BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common malignancy affecting the kidneys, accounting for approximately 75% of all kidney tumors. Recently, the impact of immune response, immunotherapy, and immune-related genes (IRGs) on tumor development has received much attention. This study sought to establish a reliable immunological signature and further explore whether this signature has prognostic significance in ccRCC patients. METHODS: Differentially expressed IRGs in 611 patients with diagnosis of ccRCC from The Cancer Genome Atlas (TCGA) were analyzed along with the corresponding survival time and disease clinical data. Survival analysis, selection operator Cox analysis, and minimum absolute shrinkage were applied to establish an IRG prognostic signature (IRGPS). The expression levels of relevant genes were detected by real-time quantitative PCR. A Nomogram was used to explore the possible impact of the IRGPS on the immune system, prognosis, and metastasis, and the associated mechanisms were explored through functional enrichment analysis. RESULTS: An IRGPS was established based on eight prognostic IRGs and was found to be closely associated with immune levels, metastasis, and prognosis. The IRGPS was determined to be a valid predictor of the efficacy of immune checkpoint inhibitors (ICIs). Three Nomograms based on the IRGPS and other clinical features were developed and could effectively predict prognosis, distant metastasis, and lymph node metastasis in patients with ccRCC. CONCLUSIONS: The IRGPS constructed in this study serves as a tool for assessing immune status, developing individualized treatment regimens, and predicting prognosis in patients with ccRCC. |
format | Online Article Text |
id | pubmed-8576724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-85767242021-11-16 Immunological perspective on the malignant progression of renal clear cell carcinoma Liu, Ji Zhang, Wentao Lin, Kang Ma, Wenchao Li, Wei Yao, Xudong Ann Transl Med Original Article BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common malignancy affecting the kidneys, accounting for approximately 75% of all kidney tumors. Recently, the impact of immune response, immunotherapy, and immune-related genes (IRGs) on tumor development has received much attention. This study sought to establish a reliable immunological signature and further explore whether this signature has prognostic significance in ccRCC patients. METHODS: Differentially expressed IRGs in 611 patients with diagnosis of ccRCC from The Cancer Genome Atlas (TCGA) were analyzed along with the corresponding survival time and disease clinical data. Survival analysis, selection operator Cox analysis, and minimum absolute shrinkage were applied to establish an IRG prognostic signature (IRGPS). The expression levels of relevant genes were detected by real-time quantitative PCR. A Nomogram was used to explore the possible impact of the IRGPS on the immune system, prognosis, and metastasis, and the associated mechanisms were explored through functional enrichment analysis. RESULTS: An IRGPS was established based on eight prognostic IRGs and was found to be closely associated with immune levels, metastasis, and prognosis. The IRGPS was determined to be a valid predictor of the efficacy of immune checkpoint inhibitors (ICIs). Three Nomograms based on the IRGPS and other clinical features were developed and could effectively predict prognosis, distant metastasis, and lymph node metastasis in patients with ccRCC. CONCLUSIONS: The IRGPS constructed in this study serves as a tool for assessing immune status, developing individualized treatment regimens, and predicting prognosis in patients with ccRCC. AME Publishing Company 2021-10 /pmc/articles/PMC8576724/ /pubmed/34790750 http://dx.doi.org/10.21037/atm-21-4973 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Liu, Ji Zhang, Wentao Lin, Kang Ma, Wenchao Li, Wei Yao, Xudong Immunological perspective on the malignant progression of renal clear cell carcinoma |
title | Immunological perspective on the malignant progression of renal clear cell carcinoma |
title_full | Immunological perspective on the malignant progression of renal clear cell carcinoma |
title_fullStr | Immunological perspective on the malignant progression of renal clear cell carcinoma |
title_full_unstemmed | Immunological perspective on the malignant progression of renal clear cell carcinoma |
title_short | Immunological perspective on the malignant progression of renal clear cell carcinoma |
title_sort | immunological perspective on the malignant progression of renal clear cell carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576724/ https://www.ncbi.nlm.nih.gov/pubmed/34790750 http://dx.doi.org/10.21037/atm-21-4973 |
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