Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, New York.
Department of Epidemiology and Biostatistics, Computational Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York.
Clin Cancer Res. 2021 Oct 15;27(20):5595-5606. doi: 10.1158/1078-0432.CCR-20-4058. Epub 2021 Jul 14.
We report our experience with next-generation sequencing to characterize the landscape of actionable genomic alterations in renal cell carcinoma (RCC).
A query of our institutional clinical sequencing database (MSK-IMPACT) was performed that included tumor samples from 38,468 individuals across all cancer types. Somatic variations were annotated using a precision knowledge database (OncoKB) and the available clinical data stratified by level of evidence. Alterations associated with response to immune-checkpoint blockade (ICB) were analyzed separately; these included DNA mismatch repair (MMR) gene alterations, tumor mutational burden (TMB), and microsatellite instability (MSI). Data from The Cancer Genome Atlas (TCGA) consortium as well as public data from several clinical trials in metastatic RCC were used for validation purposes. Multiregional sequencing data from the TRAcking Cancer Evolution through Therapy (TRACERx) RENAL cohort were used to assess the clonality of somatic mutations.
Of the 753 individuals with RCC identified in the MSK-IMPACT cohort, 115 showed evidence of targetable alterations, which represented a prevalence of 15.3% [95% confidence interval (CI), 12.7%-17.8%). When stratified by levels of evidence, the alterations identified corresponded to levels 2 (11.3%), 3A (5.2%), and 3B (83.5%). A low prevalence was recapitulated in the TCGA cohort at 9.1% (95% CI, 6.9%-11.2%). Copy-number variations predominated in papillary RCC tumors, largely due to amplifications in the gene. Notably, higher rates of actionability were found in individuals with metastatic disease (stage IV) compared with those with localized disease (OR, 2.50; 95% CI, 1.16-6.16; Fisher's = 0.01). On the other hand, the prevalence of alterations associated with response to ICB therapy was found to be approximately 5% in both the MSK-IMPACT and TCGA cohorts and no associations with disease stage were identified (OR, 1.35; 95% CI, 0.46-5.40; = 0.8). Finally, multiregional sequencing revealed that the vast majority of actionable mutations occurred later during tumor evolution and were only present subclonally in RCC tumors.
RCC harbors a low prevalence of clinically actionable alterations compared with other tumors and the evidence supporting their clinical use is limited. These aberrations were found to be more common in advanced disease and seem to occur later during tumor evolution. Our study provides new insights on the role of targeted therapies for RCC and highlights the need for additional research to improve treatment selection using genomic profiling.
我们报告了使用下一代测序技术来描述肾细胞癌(RCC)中可操作基因组改变的特征。
对我们机构的临床测序数据库(MSK-IMPACT)进行了查询,该数据库包括来自所有癌症类型的 38468 个人的肿瘤样本。使用精确知识数据库(OncoKB)和按证据水平分层的可用临床数据对体细胞变异进行注释。单独分析与免疫检查点阻断(ICB)反应相关的改变;这些改变包括 DNA 错配修复(MMR)基因改变、肿瘤突变负担(TMB)和微卫星不稳定性(MSI)。使用癌症基因组图谱(TCGA)协会的数据以及转移性 RCC 多项临床试验的公开数据进行验证目的。使用跟踪癌症通过治疗演变的多区域测序数据(TRACERx)RENAL 队列来评估体细胞突变的克隆性。
在 MSK-IMPACT 队列中确定的 753 名 RCC 患者中,有 115 名患者显示出可靶向改变的证据,其患病率为 15.3%[95%置信区间(CI),12.7%-17.8%]。按证据水平分层,确定的改变对应于 2 级(11.3%)、3A 级(5.2%)和 3B 级(83.5%)。在 TCGA 队列中,患病率为 9.1%(95%CI,6.9%-11.2%)。在乳头状 RCC 肿瘤中,主要由于基因的扩增,导致拷贝数变异占主导地位。值得注意的是,与局限性疾病(局部疾病)相比,转移性疾病(IV 期)患者的可操作性更高(OR,2.50;95%CI,1.16-6.16;Fisher's = 0.01)。另一方面,MSK-IMPACT 和 TCGA 队列中与 ICB 治疗反应相关的改变的患病率约为 5%,并且未发现与疾病阶段相关的改变(OR,1.35;95%CI,0.46-5.40;= 0.8)。最后,多区域测序显示,与其他肿瘤相比,绝大多数可操作突变发生在肿瘤演变的后期,并且仅在 RCC 肿瘤中亚克隆存在。
与其他肿瘤相比,RCC 具有较低的临床可操作改变患病率,并且支持其临床应用的证据有限。这些异常在晚期疾病中更为常见,似乎在肿瘤进化过程中较晚发生。我们的研究提供了关于 RCC 靶向治疗作用的新见解,并强调需要进行更多的研究,以使用基因组谱分析来改善治疗选择。