Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, New York.
Tri-Institutional Program in Computational Biology and Medicine, New York, New York.
Cancer Res. 2023 May 15;83(10):1581-1595. doi: 10.1158/0008-5472.CAN-22-2872.
The tumor microenvironment is necessary for recapitulating the intratumoral heterogeneity and cell state plasticity found in human primary glioblastoma (GBM). Conventional models do not accurately recapitulate the spectrum of GBM cellular states, hindering elucidation of the underlying transcriptional regulation of these states. Using our glioblastoma cerebral organoid model, we profiled the chromatin accessibility of 28,040 single cells in five patient-derived glioma stem cell lines. Integration of paired epigenomes and transcriptomes within the context of tumor-normal host cell interactions was used to probe the gene-regulatory networks underlying individual GBM cellular states in a way not readily possible in other in vitro models. These analyses identified the epigenetic underpinnings of GBM cellular states and characterized dynamic chromatin changes reminiscent of early neural development that underlie GBM cell state transitions. Despite large differences between tumors, a shared cellular compartment made up of neural progenitor-like cells and outer radial glia-like cells was observed. Together, these results shed light on the transcriptional regulation program in GBM and offer novel therapeutic targets across a broad range of genetically heterogenous GBMs.
Single-cell analyses elucidate the chromatin landscape and transcriptional regulation of glioblastoma cellular states and identify a radial glia-like population, providing potential targets to disrupt cell states and improve therapeutic efficacy.
肿瘤微环境对于重现人类原发性脑胶质瘤(GBM)中的肿瘤内异质性和细胞状态可塑性是必要的。传统模型不能准确地重现 GBM 细胞状态的范围,这阻碍了对这些状态的潜在转录调控的阐明。使用我们的脑胶质瘤类器官模型,我们对五个源自患者的胶质瘤干细胞系中的 28040 个单细胞进行了染色质可及性分析。在肿瘤-正常宿主细胞相互作用的背景下整合配对的表观基因组和转录组,用于探测单个 GBM 细胞状态的基因调控网络,这在其他体外模型中不容易实现。这些分析确定了 GBM 细胞状态的表观遗传学基础,并描述了类似于早期神经发育的动态染色质变化,这些变化是 GBM 细胞状态转变的基础。尽管肿瘤之间存在很大差异,但观察到一个由神经祖细胞样细胞和外放射状胶质样细胞组成的共享细胞区室。总之,这些结果阐明了 GBM 中的转录调控程序,并为广泛存在遗传异质性的 GBM 提供了新的治疗靶点。
单细胞分析阐明了脑胶质瘤细胞状态的染色质景观和转录调控,并鉴定出一个放射状胶质样群体,为破坏细胞状态和提高治疗效果提供了潜在的靶点。