PO.ET06.06 · 实验与分子治疗
3p染色体突变驱动原发性ccRCC中独特且非冗余的转录程序
Chromosome 3p mutations drive unique and non-redundant transcriptional programs in primary ccRCC
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
背景:3p染色体基因(抑癌基因VHL及染色质修饰因子BAP1、SETD2、PBRM1)在ccRCC中频繁改变,可能具有预后意义,但它们驱动ccRCC发病机制的机制尚未完全阐明。具有新型机制的疗法(例如通过HIF靶向缺氧的belzutifan)增加了这些机制的相关性。
方法:使用Tempus Lens平台(Tempus AI,芝加哥,伊利诺伊州)识别一个去标识化的ccRCC病例队列。数据在Tempus Workspaces中使用tempusverse系列R软件包进行分析。使用msigdbr("hallmarks")和clusterprofiler R软件包对差异RNAseq表达数据应用GSEA。GSEA通路以归一化富集分数和校正后Q值呈现。
结果:我们识别出166例具有实体瘤DNA和wtRNAseq基因组分析的ccRCC患者,排除来自远处转移部位的活检。诊断时中位年龄为57岁(IQR 47.2-66.0)。该队列63%为男性(n=101)。在队列中,VHL SNV/indel存在于52%(n=86)、PBRM1为24%(n=39)、BAP1为7%(n=12)、SETD2为10%(n=17)。未纳入拷贝数改变和结构改变。如预期,BAP1和PBRM1突变互斥(Fisher's p = 0.037)。VHL突变肿瘤表现出明显的缺氧表型(缺氧1.50,q 2.27e-02,G2M检查点-2.37,q 4.00e-09)。其他3p突变肿瘤显示出不同的表型。BAP1突变以"免疫热"特征为显著(同种异体移植排斥2.83,q <7.37e-10,IFN-g应答2.49,q<7.37e-10,E2F靶点2.33,q<7.37e-10)。PBRM1突变肿瘤为"免疫冷",具有代谢失调的标志(同种异体移植排斥-2.13,q 1.96e-7,炎症应答-1.92,q 1.22e-5,脂肪酸代谢1.54,q 6.00e-3)。有趣的是,SETD2突变肿瘤与VHL突变肿瘤显著不同,表现为缺氧、NFKB和p53的下调,以及细胞周期标志的上调,需要进一步研究(缺氧-2.15,q 1.57e-7,TNFa信号-2.43,q 3.05e-9,G2M细胞周期1.96,q 3.82e-6,p53通路-1.73,q 5.25e-4)。
结论:随着对ccRCC发病机制更详细的理解所推动的理性设计工作,新的治疗方法正在涌现。在此我们利用真实世界基因组数据来表征已知对ccRCC生物学至关重要的4种常见相关遗传改变的图谱。相对于既往研究,非VHL改变患者在我们的队列中占比过高,尽管此处仅捕获了SNV/indel。我们观察到非VHL病例常在其他3p染色体基因中存在改变,这些改变可能通过不同于经典VHL-HIF-缺氧轴的细胞过程驱动ccRCC的发生、进展和耐药。随着HIF导向疗法被更广泛地应用,3p染色体改变有潜力为ccRCC患者提供额外的预测和预后价值。
查看英文原文 English abstract
Background: Chromosome 3p genes (tumor suppressor VHL and chromatin modifiers BAP1, SETD2, PBRM1) are frequently altered in ccRCC and may have prognostic significance, though the mechanism by which they drive ccRCC pathogenesis is incompletely understood. Therapies with novel mechanisms, for example belzutifan targeting hypoxia via HIF, increase the relevance of these mechanisms.
Methods: The Tempus Lens Platform (Tempus AI, Chicago, IL) was used to identify a cohort of de-identified ccRCC cases. Data was analyzed in Tempus Workspaces using the tempusverse suite of R packages. GSEA was applied to differential RNAseq expression data using the msigdbr (“hallmarks”) and clusterprofiler R packages. GSEA pathways are presented as normalized enrichment score with adjusted Q-value.
Results: We identified 166 ccRCC pts with solid tumor DNA and wtRNAseq genomic profiling, excluding biopsies from distant metastatic sites. Median age at diagnosis was 57 (IQR 47.2-66.0). The cohort was 63% male (n=101). Within the cohort, VHL SNV/indels were present in 52% (n=86), PBRM1 in 24% (n=39), BAP1 in 7% (n=12), and SETD2 in 10% (n=17). Copy number changes and structural alterations were not included. As expected, BAP1 and PBRM1 mutations were mutually exclusive (Fisher's p = 0.037). VHLmut tumors demonstrated a clear hypoxic phenotype (hypoxia 1.50, q 2.27e-02, G2M checkpoint -2.37, q 4.00e-09). The other 3p mut tumors showed distinct phenotypes. BAP1mut was notable for an “immune-hot” signature (allograft rejection 2.83, q <7.37e-10, IFN-g response 2.49, q<7.37e-10, E2F targets 2.33 q<7.37e-10). PBRM1mut tumors were “immune-cold” with hallmarks of metabolic dysregulation (allograft rejection -2.13, q 1.96e-7, inflammatory response -1.92, q 1.22e-5, fatty acid metabolism 1.54, q 6.00e-3 ). Interestingly, SETD2mut tumors were notably distinct from VHLmut tumors, with downregulation of hypoxia, NFKB, and p53, and upregulation of cell cycle hallmarks, necessitating further investigation (hypoxia -2.15, q 1.57e-7, TNFa signaling -2.43, q 3.05e-9, G2M cell cycle 1.96, q 3.82e-6, p53 pathway -1.73, q 5.25e-4).
Conclusions: New treatments are emerging via rational design efforts enabled by a more detailed understanding of ccRCC pathogenesis. Here we leveraged real-world genomic data to characterize the landscape of 4 common, related genetic alterations known to be pivotal to ccRCC biology. Non-VHL altered patients were overrepresented in our cohort relative to prior studies, though only SNV/indels were captured here. We observed that non-VHL cases frequently have alterations in other chromosome 3p genes, which may drive ccRCC development, progression, and resistance via cellular processes distinct from the classic VHL-HIF-hypoxia axis. As HIF directed therapies become more widely utilized, chromosome 3p alterations have the potential to provide additional predictive and prognostic value to ccRCC patients.
利益披露 Disclosure
P. D. Mathews, None..
E. Knoche, None..
R. Pachynski, None.