Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, China.
Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.
Cancer Res Treat. 2023 Oct;55(4):1321-1336. doi: 10.4143/crt.2022.1532. Epub 2023 Apr 3.
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.
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.
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.
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.
免疫疗法(IO)加酪氨酸激酶抑制剂(TKI)已成为晚期肾细胞癌的一线治疗方法,尽管缺乏预后生物标志物。细胞周期蛋白依赖性激酶 5(CDK5)影响肿瘤微环境,这可能影响 TKI+IO 的疗效。
我们中心的两个队列(中山转移性肾细胞癌[ZS-MRCC]队列、中山高危局限性肾细胞癌[ZS-HRRCC]队列)和一个临床试验队列(JAVELIN-101)入组了本研究。通过 RNA 测序确定每个样本的 CDK5 表达。通过流式细胞术和免疫组织化学评估免疫浸润和 T 细胞功能。将反应和无进展生存期(PFS)作为主要终点。
低 CDK5 表达的患者在两个队列中均表现出更高的客观缓解率(60.0%比 23.3%)和更长的 PFS(ZS-MRCC 队列,p=0.014;JAVELIN-101 队列,p=0.040)。非应答者的 CDK5 表达增强(p<0.05)。在 ZS-HRRCC 队列中,CDK5 与肿瘤浸润 CD8+T 细胞减少有关,这通过免疫组织化学(p<0.05)和流式细胞术(Spearman's ρ=-0.49,p<0.001)得到证实。在高 CDK5 亚组中,CD8+T 细胞表现出功能障碍表型,颗粒酶 B 减少,并且发现更多的调节性 T 细胞。通过随机森林进一步构建了预测评分,该评分包含 CDK5 和 T 细胞耗竭特征。该 RFscore 也在两个队列中得到验证。通过利用该模型,可以从总体队列中区分更多的患者。此外,只有在低 RFscore 时,TKI+IO 才优于 TKI 单药治疗。
高 CDK5 表达与免疫抑制和 TKI+IO 耐药有关。基于 CDK5 的 RFscore 可作为预测最佳治疗策略的生物标志物。