PO.BCS01.02 · 生物信息与计算

整合空间和遗传谱系追踪揭示Group3和Group4髓母细胞瘤复发背后的细胞状态可塑性

Integrated spatial and genetic lineage tracing uncovers cell state plasticity underlying recurrence in group3 and group4 medulloblastoma

海报缩略图:整合空间和遗传谱系追踪揭示Group3和Group4髓母细胞瘤复发背后的细胞状态可塑性
编号 1419 展板 13 时间 4/20 09:00–12:00 区域 Section 3 主讲 Bohyeon Yu, PhD
分会场 Application of Bioinformatics to Cancer Biology 2
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作者与单位 Authors & Affiliations

Bohyeon Yu1, Emanuele Filiberto Rosatti2, Jangham Jung1, Abhinav Jain1, Joanna Phillips1, Aaron Antonio Diaz1

1Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA,2Department of Cellular, Computational and Integrative Biology, University of Trento, Trentino, Italy

摘要 Abstract

中文摘要
近期研究将Group 3/4髓母细胞瘤(G3/4 MBs)归入菱唇(RL)来源的谷氨酸能谱系,提示分化停滞程序是其恶性演化的基础。然而,这些肿瘤是否保留在该谱系框架内转变的可塑性,以及其细胞状态如何在治疗反应中被重塑,仍不清楚。为解答这些问题,我们利用来自38名患者的84个肿瘤标本构建了G3/4 MBs的单细胞多组学图谱,其中包括通过加州大学旧金山分校脑肿瘤中心(UCSF BTC)和儿童脑肿瘤网络(CBTN)收集的7例纵向匹配病例。从这些样本中,我们从57个冷冻样本生成了单核转录组和染色质可及性图谱,并使用Visium和Xenium从27个FFPE样本生成了空间转录组图谱。我们还纳入了来自两种G3 MB细胞系的颅内异种移植物的单细胞谱系追踪数据。整合静态条形码与内源性突变的遗传谱系追踪表明,异种移植物重现了初治原发人类MBs的发育细胞类型组成,条形码定义的各个克隆维持着高度相似且稳定的细胞类型比例。对匹配的原发和复发临床肿瘤的比较显示,其发育组成无实质性差异。尽管存在这种稳定性,系统发育分析揭示复发肿瘤中可塑性显著增加,其驱动因素是从单极刷细胞样状态向RL祖细胞样状态的去分化转变。表现出高可塑性的肿瘤区域在空间上聚集,并对应于结构紊乱的区域。我们的工作确立了细胞状态可塑性是复发性G3/4 MBs的一个决定性特征,为理解治疗后复发提供了机制框架。
查看英文原文 English abstract
Recent studies place Group 3/4 medulloblastomas (G3/4 MBs) within the rhombic lip (RL)-derived glutamatergic lineage, indicating that a stalled differentiation program underlies their malignant evolution. However, it remains unclear whether these tumors retain the plasticity to transition within this lineage framework, and how their cellular states are reshaped in response to therapy. To address these questions, we constructed a single-cell multiomics atlas of G3/4 MBs using 84 tumor specimens from 38 patients, including 7 longitudinally matched cases collected through the University of California, San Francisco Brain Tumor Center (UCSF BTC) and the Children's Brain Tumor Network (CBTN). From these samples, we generated single-nucleus transcriptomic and chromatin accessibility profiles from 57 frozen samples, and spatial transcriptomic profiles from 27 FFPE samples using Visium and Xenium. We also incorporated single-cell lineage-tracing data from intracranial xenografts derived from two G3 MB cell lines. Genetic lineage tracing integrating static barcodes with endogenous mutations demonstrated that xenografts recapitulate the developmental cell-type composition of treatment-naive primary human MBs, with barcode-defined individual clones maintaining highly similar and stable cell-type fractions. Comparison of matched primary and recurrent clinical tumors revealed no substantial differences in developmental composition. Despite this stability, phylogenetic analysis uncovered markedly increased plasticity in recurrent tumors, driven by dedifferentiation transitions from unipolar brush cell-like states to RL progenitor-like states. Tumor regions exhibiting high plasticity were spatially clustered and corresponded to structurally disorganized areas. Our work establishes cell-state plasticity as a defining feature of recurrent G3/4 MBs, providing a mechanistic framework for understanding recurrence following therapy.
利益披露 Disclosure
B. Yu, None.. E. F. Rosatti, None.. J. Jung, None.. A. Jain, None.. J. Phillips, None.. A. A. Diaz, None.

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