Department of Radiation Oncology, Duke University, Durham, NC, 27710, USA.
Duke Molecular Physiology Institute, Duke University, Durham, NC, 27710, USA.
Acta Neuropathol Commun. 2023 Mar 25;11(1):50. doi: 10.1186/s40478-023-01548-3.
Gangliogliomas are brain tumors composed of neuron-like and macroglia-like components that occur in children and young adults. Gangliogliomas are often characterized by a rare population of immature astrocyte-appearing cells expressing CD34, a marker expressed in the neuroectoderm (neural precursor cells) during embryogenesis. New insights are needed to refine tumor classification and to identify therapeutic approaches. We evaluated five gangliogliomas with single nucleus RNA-seq, cellular indexing of transcriptomes and epitopes by sequencing, and/or spatially-resolved RNA-seq. We uncovered a population of CD34+ neoplastic cells with mixed neuroectodermal, immature astrocyte, and neuronal markers. Gene regulatory network interrogation in these neuroectoderm-like cells revealed control of transcriptional programming by TCF7L2/MEIS1-PAX6 and SOX2, similar to that found during neuroectodermal/neural development. Developmental trajectory analyses place neuroectoderm-like tumor cells as precursor cells that give rise to neuron-like and macroglia-like neoplastic cells. Spatially-resolved transcriptomics revealed a neuroectoderm-like tumor cell niche with relative lack of vascular and immune cells. We used these high resolution results to deconvolute clinically-annotated transcriptomic data, confirming that CD34+ cell-associated gene programs associate with gangliogliomas compared to other glial brain tumors. Together, these deep transcriptomic approaches characterized a ganglioglioma cellular hierarchy-confirming CD34+ neuroectoderm-like tumor precursor cells, controlling transcription programs, cell signaling, and associated immune cell states. These findings may guide tumor classification, diagnosis, prognostication, and therapeutic investigations.
神经节神经胶质瘤是由类似于神经元和神经胶质的成分组成的脑肿瘤,发生在儿童和年轻人中。神经节神经胶质瘤的特征通常是罕见的不成熟星形细胞样细胞群体,这些细胞表达 CD34,CD34 是胚胎发生期间神经外胚层(神经前体细胞)中表达的标志物。需要新的见解来完善肿瘤分类,并确定治疗方法。我们通过单细胞 RNA-seq、转录组和表位的细胞索引测序以及/或空间分辨 RNA-seq 评估了 5 例神经节神经胶质瘤。我们发现了一群具有混合神经外胚层、不成熟星形胶质细胞和神经元标志物的 CD34+肿瘤细胞。这些神经外胚层样细胞中的基因调控网络分析揭示了 TCF7L2/MEIS1-PAX6 和 SOX2 对转录编程的控制,类似于神经外胚层/神经发育过程中发现的控制。发育轨迹分析将神经外胚层样肿瘤细胞作为前体细胞,这些前体细胞产生类似于神经元和神经胶质的肿瘤细胞。空间分辨转录组学揭示了一个神经外胚层样肿瘤细胞生态位,相对缺乏血管和免疫细胞。我们使用这些高分辨率结果对临床注释的转录组数据进行去卷积,证实 CD34+细胞相关基因程序与神经节神经胶质瘤相关,而与其他神经胶质脑肿瘤相比则不同。总之,这些深入的转录组学方法描述了神经节神经胶质瘤的细胞层次结构,证实了 CD34+神经外胚层样肿瘤前体细胞、控制转录程序、细胞信号传导和相关免疫细胞状态。这些发现可能指导肿瘤分类、诊断、预后和治疗研究。