研究概要
我们发现,携带 DDR 和 VHL 改变的 mccRCC 患者比野生型患者更可能从一线 VEGF-TKI 系统性治疗中获益。
中文摘要
目的:血管内皮生长因子受体酪氨酸激酶抑制剂(VEGFR-TKI)已用于转移性透明细胞肾细胞癌(mccRCC)一线治疗。本研究探讨使用VEGFR-TKI后,mccRCC基因组状态、基因表达簇与临床结局之间的关系。
方法:开展回顾性研究,纳入56例接受一线VEGFR-TKI、并进行基因组分析和全转录组测序的mccRCC患者。采用log-rank检验和Cox回归进行生存分析,绘制Kaplan-Meier曲线,并用K均值法聚类。
结果:56例患者中,17例存在DNA损伤修复(DDR)通路改变,35例有VHL突变。DDR改变组和VHL改变组的中位无进展生存期(PFS)均为18个月,而相应非突变组分别为14个月和10个月。DDR突变、VHL突变及共突变均被确定为较长PFS的预后生物标志物(p=0.017、0.04、0.014)。对表达转录本进行K均值聚类,将40例患者分为C_1、C_2和C_3三个簇。C_1簇的TKI治疗PFS和客观缓解率(ORR)最佳,且DDR和VHL突变比例最高。进一步分析肿瘤免疫环境发现,C_1簇富集活化CD8 T细胞和效应CD4 T细胞;C_2簇则富集嗜酸性粒细胞、肥大细胞和树突状细胞,因此也富集免疫抑制细胞。
结论:与野生型患者相比,携带DDR和VHL改变的mccRCC患者更可能从一线VEGF-TKI全身治疗中获益。此外,基于基因表达的三簇预后模型可预测PFS和ORR,且与活化TIL浸润相符。
展开英文摘要原文
PURPOSE: Vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs) are being used for the first-line treatment of metastatic clear cell renal cell carcinoma (mccRCC). Here, we set out to explore associations between genomic statuses, gene expression clusters and clinical outcomes of mccRCCs upon the application of VEGFR-TKIs.
METHODS: A retrospective study of 56 patients with mccRCC who received first-line VEGFR-TKIs and who underwent genomic profiling and whole transcriptome sequencing was conducted. Survival analysis was carried out using log-rank tests and Cox regression analyses, and Kaplan-Meier curves were plotted. Clustering was performed using the K-means method.
RESULTS: Among the 56 patients tested, 17 harbored DNA Damage and Repair (DDR) pathway alterations and 35 VHL mutations. The median progression-free survival (PFS) rates for the DDR and VHL alteration groups were 18 and 18 months, respectively, compared with 14 and 10 months for the nonmutant groups. DDR mutations, VHL mutations and co-mutations were identified as prognostic biomarkers of a longer PFS (p = 0.017, 0.04, 0.014). K-means clustering of expressed transcripts revealed three clusters of 40 patients: C_1, C_2 and C_3. The C_1 cluster exhibited the best PFS and objective response rate (ORR) to TKI therapy, with the highest proportion of DDR and VHL mutations. Further analysis of the tumor immune environment revealed that the C_1 cluster was enriched in activated CD8 T cells and effector CD4 T cells, whereas the C_2 cluster was enriched in eosinophils, mast cells and DC cells and, thus, in immunosuppressive cells.
CONCLUSIONS: We found that patients with mccRCC harboring DDR and VHL alterations were more likely to benefit from first-line VEGF-TKI systemic therapy than patients with wild-type disease. In addition, we found that a three-cluster prognostic model based on gene expression can predict PFS and ORR, which was well-matched with activated TIL infiltration.
论文信息
- 作者
- Zhou J、Wang J、Kong W、Zhang J、Wu X、Huang J、Zheng J、Chen Y
- 第一作者单位
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China.China
- 通讯作者单位
- Department of Urology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China. xuewei@renji.com.China
- 期刊
- Cellular oncology (Dordrecht, Netherlands)2022 Aug