Single-cell multidimensional profiling of tumor cell heterogeneity in supratentorial ependymomas

Daeun Jeong, Sara G. Danielli, Kendra K. Maaß, David R. Ghasemi, Svenja K. Tetzlaff, Ekin Reyhan, Carlos Alberto Oliveira de Biagi-Junior, Sina Neyazi, Andrezza Nascimento, Rebecca Haase, Costanza Lo Cascio, Bernhard Englinger, Li Jiang, Cuong M. Nguyen, Alicia-Christina Baumgartner, Sophia Castellani, Jacob S. Rozowsky, Olivia A. Hack, McKenzie L. Shaw, Daniela Lotsch-Gojo, Katharina Bruckner, Stefan M. Pfister, Marcel Kool, Tomasz J. Nowakowski, Johannes Gojo, Lissa Baird, Sanda Alexandrescu, Kristian W. Pajtler, Varun Venkataramani, Mariella G. Filbin
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Abstract

Supratentorial ependymomas are aggressive childhood brain cancers that retain features of neurodevelopmental cell types and segregate into molecularly and clinically distinct subgroups, suggesting different developmental roots. The developmental signatures as well as microenvironmental factors underlying aberrant cellular transformation and behavior across each supratentorial ependymoma subgroup are unknown. Here we integrated single cell- and spatial transcriptomics, as well as in vitro and in vivo live-cell imaging to define supratentorial ependymoma cell states, spatial organization, and dynamic behavior within the neural microenvironment. We find that individual tumor subgroups harbor two distinct progenitor-like cell states reminiscent of early human brain development and diverge in the extent of neuronal or ependymal differentiation. We further uncover several modes of spatial organization of these tumors, including a high order architecture influenced by mesenchymal and hypoxia signatures. Finally, we identify an unappreciated role for brain-resident cells in shifting supratentorial ependymoma cellular heterogeneity towards neuronal-like cells that co-opt immature neuronal morphology and invasion mechanisms. Collectively, these findings provide a multidimensional framework to integrate transcriptional and phenotypic characterization of tumor heterogeneity in supratentorial ependymoma and its potential clinical implications.
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幕上脑膜瘤肿瘤细胞异质性的单细胞多维特征分析
颅上脑膜瘤是一种侵袭性儿童脑癌,它保留了神经发育期细胞类型的特征,并在分子和临床上分为不同的亚组,这表明它们有着不同的发育根源。目前还不清楚每个胸骨上脑外胶质瘤亚组的发育特征以及细胞异常转化和行为的微环境因素。在这里,我们整合了单细胞和空间转录组学,以及体外和体内活细胞成像技术,以确定枕上脑膜上皮瘤细胞状态、空间组织以及在神经微环境中的动态行为。我们发现,单个肿瘤亚群蕴藏着两种截然不同的祖细胞样细胞状态,让人联想到人类大脑的早期发育,并在神经元或附髓鞘分化程度上存在差异。我们进一步发现了这些肿瘤的几种空间组织模式,包括受间充质和缺氧特征影响的高阶结构。最后,我们发现了脑驻留细胞在幕上后胚乳瘤细胞异质性向神经元样细胞转移过程中未被重视的作用,这些细胞共同采用了未成熟的神经元形态和侵袭机制。总之,这些发现提供了一个多维框架,以整合胸膜上皮内瘤肿瘤异质性的转录和表型特征及其潜在的临床意义。
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