Clark Smith Brain Tumour Centre, Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta T2N 4N1, Canada.
Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta T2N 4N1, Canada.
Genome Res. 2019 Aug;29(8):1211-1222. doi: 10.1101/gr.246520.118. Epub 2019 Jun 27.
We investigated the role of 3D genome architecture in instructing functional properties of glioblastoma stem cells (GSCs) by generating sub-5-kb resolution 3D genome maps by in situ Hi-C. Contact maps at sub-5-kb resolution allow identification of individual DNA loops, domain organization, and large-scale genome compartmentalization. We observed differences in looping architectures among GSCs from different patients, suggesting that 3D genome architecture is a further layer of inter-patient heterogeneity for glioblastoma. Integration of DNA contact maps with chromatin and transcriptional profiles identified specific mechanisms of gene regulation, including the convergence of multiple super enhancers to individual stemness genes within individual cells. We show that the number of loops contacting a gene correlates with elevated transcription. These results indicate that stemness genes are hubs of interaction between multiple regulatory regions, likely to ensure their sustained expression. Regions of open chromatin common among the GSCs tested were poised for expression of immune-related genes, including We demonstrate that this gene is co-expressed with stemness genes in GSCs and that CD276 can be targeted with an antibody-drug conjugate to eliminate self-renewing cells. Our results demonstrate that integrated structural genomics data sets can be employed to rationally identify therapeutic vulnerabilities in self-renewing cells.
我们通过在原位 Hi-C 技术生成亚 5kb 分辨率的三维基因组图谱来研究三维基因组结构在指导胶质母细胞瘤干细胞 (GSCs) 功能特性方面的作用。亚 5kb 分辨率的接触图谱可以识别单个 DNA 环、结构域组织和大规模基因组区室化。我们观察到来自不同患者的 GSCs 之间的环路结构存在差异,这表明三维基因组结构是胶质母细胞瘤中另一种患者间异质性的层次。将 DNA 接触图谱与染色质和转录谱进行整合,确定了特定的基因调控机制,包括多个超级增强子在单个细胞内汇聚到单个干细胞基因上。我们发现与基因接触的环的数量与转录的升高相关。这些结果表明,干细胞基因是多个调节区域之间相互作用的枢纽,可能确保它们的持续表达。在测试的 GSCs 中常见的开放染色质区域为免疫相关基因的表达做好了准备,包括 CD276。我们证明该基因在 GSCs 中与干细胞基因共表达,并且可以用抗体药物偶联物靶向 CD276 来消除自我更新细胞。我们的结果表明,整合的结构基因组数据集可用于合理识别自我更新细胞中的治疗弱点。