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Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression

PURPOSE: Immunotherapy (IO) plus tyrosine kinase inhibitor (TKI) has become the first-line treatment for advanced renal cell carcinoma, despite the lack of prognostic biomarkers. Cyclin-dependent kinase 5 (CDK5) affects the tumor microenvironment, which may influence the efficacy of TKI+IO. MATERIAL...

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Autores principales: Xu, Xianglai, Wang, Ying, Chen, Zhaoyi, Zhu, Yanjun, Wang, Jiajun, Guo, Jianming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Cancer Association 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582544/
https://www.ncbi.nlm.nih.gov/pubmed/37024096
http://dx.doi.org/10.4143/crt.2022.1532
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author Xu, Xianglai
Wang, Ying
Chen, Zhaoyi
Zhu, Yanjun
Wang, Jiajun
Guo, Jianming
author_facet Xu, Xianglai
Wang, Ying
Chen, Zhaoyi
Zhu, Yanjun
Wang, Jiajun
Guo, Jianming
author_sort Xu, Xianglai
collection PubMed
description PURPOSE: Immunotherapy (IO) plus tyrosine kinase inhibitor (TKI) has become the first-line treatment for advanced renal cell carcinoma, despite the lack of prognostic biomarkers. Cyclin-dependent kinase 5 (CDK5) affects the tumor microenvironment, which may influence the efficacy of TKI+IO. MATERIALS AND METHODS: Two cohorts from our center (Zhongshan Metastatic Renal Cell Carcinoma [ZS-MRCC] cohort, Zhongshan High-risk Localized Renal Cell Carcinoma [ZS-HRRCC] cohort) and one cohort from a clinical trial (JAVELIN-101) were enrolled. The expression of CDK5 of each sample was determined by RNA sequencing. Immune infiltration and T cell function were evaluated by flow cytometry and immunohistochemistry. Response and progression-free survival (PFS) were set as primary endpoints. RESULTS: Patients of low CDK5 expression showed higher objective response rate (60.0% vs. 23.3%) and longer PFS in both cohorts (ZS-MRCC cohort, p=0.014; JAVELIN-101 cohort, p=0.040). CDK5 expression was enhanced in non-responders (p < 0.05). In the ZS-HRRCC cohort, CDK5 was associated with decreased tumor-infiltrating CD8(+) T cells, which was proved by immunohistochemistry (p < 0.05) and flow cytometry (Spearman’s ρ=−0.49, p < 0.001). In the high CDK5 subgroup, CD8(+) T cells revealed a dysfunction phenotype with decreased granzyme B, and more regulatory T cells were identified. A predictive score was further constructed by random forest, involving CDK5 and T cell exhaustion features. The RFscore was also validated in both cohorts. By utilizing the model, more patients might be distinguished from the overall cohort. Additionally, only in the low RFscore did TKI+IO outperform TKI monotherapy. CONCLUSION: High-CDK5 expression was associated with immunosuppression and TKI+IO resistance. RFscore based on CDK5 may be utilized as a biomarker to determine the optimal treatment strategy.
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spelling pubmed-105825442023-10-19 Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression Xu, Xianglai Wang, Ying Chen, Zhaoyi Zhu, Yanjun Wang, Jiajun Guo, Jianming Cancer Res Treat Original Article PURPOSE: Immunotherapy (IO) plus tyrosine kinase inhibitor (TKI) has become the first-line treatment for advanced renal cell carcinoma, despite the lack of prognostic biomarkers. Cyclin-dependent kinase 5 (CDK5) affects the tumor microenvironment, which may influence the efficacy of TKI+IO. MATERIALS AND METHODS: Two cohorts from our center (Zhongshan Metastatic Renal Cell Carcinoma [ZS-MRCC] cohort, Zhongshan High-risk Localized Renal Cell Carcinoma [ZS-HRRCC] cohort) and one cohort from a clinical trial (JAVELIN-101) were enrolled. The expression of CDK5 of each sample was determined by RNA sequencing. Immune infiltration and T cell function were evaluated by flow cytometry and immunohistochemistry. Response and progression-free survival (PFS) were set as primary endpoints. RESULTS: Patients of low CDK5 expression showed higher objective response rate (60.0% vs. 23.3%) and longer PFS in both cohorts (ZS-MRCC cohort, p=0.014; JAVELIN-101 cohort, p=0.040). CDK5 expression was enhanced in non-responders (p < 0.05). In the ZS-HRRCC cohort, CDK5 was associated with decreased tumor-infiltrating CD8(+) T cells, which was proved by immunohistochemistry (p < 0.05) and flow cytometry (Spearman’s ρ=−0.49, p < 0.001). In the high CDK5 subgroup, CD8(+) T cells revealed a dysfunction phenotype with decreased granzyme B, and more regulatory T cells were identified. A predictive score was further constructed by random forest, involving CDK5 and T cell exhaustion features. The RFscore was also validated in both cohorts. By utilizing the model, more patients might be distinguished from the overall cohort. Additionally, only in the low RFscore did TKI+IO outperform TKI monotherapy. CONCLUSION: High-CDK5 expression was associated with immunosuppression and TKI+IO resistance. RFscore based on CDK5 may be utilized as a biomarker to determine the optimal treatment strategy. Korean Cancer Association 2023-10 2023-04-03 /pmc/articles/PMC10582544/ /pubmed/37024096 http://dx.doi.org/10.4143/crt.2022.1532 Text en Copyright © 2023 by the Korean Cancer Association https://creativecommons.org/licenses/by-nc/4.0/This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Xu, Xianglai
Wang, Ying
Chen, Zhaoyi
Zhu, Yanjun
Wang, Jiajun
Guo, Jianming
Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression
title Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression
title_full Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression
title_fullStr Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression
title_full_unstemmed Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression
title_short Favorable Immunotherapy Plus Tyrosine Kinase Inhibition Outcome of Renal Cell Carcinoma Patients with Low CDK5 Expression
title_sort favorable immunotherapy plus tyrosine kinase inhibition outcome of renal cell carcinoma patients with low cdk5 expression
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582544/
https://www.ncbi.nlm.nih.gov/pubmed/37024096
http://dx.doi.org/10.4143/crt.2022.1532
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