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基因组肿瘤进化决定人类髓母细胞瘤的进展。

Genomic tumor evolution dictates human medulloblastoma progression.

作者信息

Ruchiy Yana, Tsea Ioanna, Preka Efthalia, Verhoeven Bronte Manouk, Olsen Thale Kristin, Mei Shenglin, Sinha Indranil, Blomgren Klas, Carlson Lena-Maria, Dyberg Cecilia, Johnsen John Inge, Baryawno Ninib

机构信息

Childhood Cancer Research Unit, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.

Department of Immunology, Genetics, and Pathology, Uppsala University, Uppsala, Sweden.

出版信息

Neurooncol Adv. 2024 Oct 5;6(1):vdae172. doi: 10.1093/noajnl/vdae172. eCollection 2024 Jan-Dec.

Abstract

BACKGROUND

Medulloblastoma (MB) is the most common high-grade pediatric brain tumor, comprised of 4 main molecular subgroups-sonic-hedgehog (SHH), Wnt, Group 3, and Group 4. Group 3 and Group 4 tumors are the least characterized MB subgroups, despite Group 3 having the worst prognosis (~50% survival rate), and Group 4 being the most prevalent. Such poor characterization can be attributed to high levels of inter- and intratumoral heterogeneity, making it difficult to identify common therapeutic targets.

METHODS

In this study, we generated single-cell sequencing data from 14 MB patients spanning all subgroups that we complemented with publicly available single-cell data from Group 3 patients. We used a ligand-receptor analysis tool (CellChat), expression- and allele-based copy-number variation (CNV) detection methods, and RNA velocity analysis to characterize tumor cell-cell interactions, established a connection between CNVs and temporal tumor progression, and unraveled tumor evolution.

RESULTS

We show that MB tumor cells follow a temporal trajectory from those with low CNV levels to those with high CNV levels, allowing us to identify early and late markers for SHH, Group 3, and Group 4 MBs. Our study also identifies upregulation as a major event in later tumor clones for Group 3 and Group 4 MBs, suggesting it as a potential therapeutic target for both subgroups.

CONCLUSION

Taken together, our findings highlight MB's inherent tumor heterogeneity and offer promising insights into potential drivers of MB tumor evolution particularly in Group 3 and Group 4 MBs.

摘要

背景

髓母细胞瘤(MB)是最常见的儿童高级别脑肿瘤,由4个主要分子亚组组成,即音猬因子(SHH)、Wnt、3组和4组。3组和4组肿瘤是特征最少的MB亚组,尽管3组预后最差(生存率约50%),而4组最为常见。这种特征描述不足可归因于肿瘤间和肿瘤内的高度异质性,使得难以确定共同的治疗靶点。

方法

在本研究中,我们从14例涵盖所有亚组的MB患者中生成了单细胞测序数据,并补充了来自3组患者的公开单细胞数据。我们使用配体-受体分析工具(CellChat)、基于表达和等位基因的拷贝数变异(CNV)检测方法以及RNA速度分析来表征肿瘤细胞间相互作用,建立CNV与肿瘤时间进展之间的联系,并揭示肿瘤进化过程。

结果

我们表明,MB肿瘤细胞遵循从低CNV水平细胞到高CNV水平细胞的时间轨迹,这使我们能够识别SHH、3组和4组MB的早期和晚期标志物。我们的研究还确定上调是3组和4组MB后期肿瘤克隆中的主要事件,表明其可能是这两个亚组的潜在治疗靶点。

结论

综上所述,我们的研究结果突出了MB固有的肿瘤异质性,并为MB肿瘤进化的潜在驱动因素提供了有前景的见解,特别是在3组和4组MB中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/57fa/11629688/493cd5e778bb/vdae172_fig1.jpg

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