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单细胞转录组测序揭示了复发性胶质瘤中新的上皮-间质相关间充质样亚群。

Single-cell transcriptome sequencing reveals new epithelial-stromal associated mesenchymal-like subsets in recurrent gliomas.

作者信息

Li Jinwei, Long Shengrong, Zhang Yang, Yu Shuangqi, Xu Hongyu, Liang Rui, Liu Quan, Zhang Jinnan, Li Xiang, Fu Yixin, Xin Tao, Wang Yinyan

机构信息

Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, 100070, China.

Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, 610000, China.

出版信息

Acta Neuropathol Commun. 2025 Jun 7;13(1):127. doi: 10.1186/s40478-025-02036-6.

DOI:10.1186/s40478-025-02036-6
PMID:40483536
Abstract

Gliomas, particularly glioblastomas, are highly malignant brain tumors with high recurrence rates and poor prognosis. Despite advances in treatment, recurrence remains a major challenge. Epithelial-mesenchymal transition (EMT) plays a key role in tumor invasion and recurrence. This study explores the transcriptional and regulatory mechanisms driving glioma recurrence, focusing on mesenchymal-like (MES-like) subpopulations. Single-nucleus RNA sequencing was performed on 52 IDH wild-type GBM specimens, including 26 primary and 26 recurrent tumors. Spatial transcriptomics data were also incorporated. Tumor subpopulations were identified through gene regulatory network analysis, copy number variation detection, and nonnegative matrix factorization. Functional validation was conducted using gene knockdown experiments, followed by xenograft studies. We discovered novel MES-like subpopulations in recurrent GBM enriched with EMT-related genes like EGR1 and SERPINE1. These subpopulations exhibited increased transcriptional activity and were associated with poor prognosis and invasiveness. Knockdown of SERPINE1 significantly reduced cell proliferation and migration. Spatial transcriptomics showed MES-like cells concentrated at the tumor margins, highlighting their role in invasion and recurrence. MES-like subpopulations, driven by EGR1 and SERPINE1, are critical in GBM. Targeting these regulators could offer new therapeutic strategies to reduce glioma recurrence and improve outcomes.

摘要

神经胶质瘤,尤其是胶质母细胞瘤,是高度恶性的脑肿瘤,复发率高且预后不良。尽管治疗取得了进展,但复发仍然是一个重大挑战。上皮-间质转化(EMT)在肿瘤侵袭和复发中起关键作用。本研究探讨驱动神经胶质瘤复发的转录和调控机制,重点关注间充质样(MES样)亚群。对52个异柠檬酸脱氢酶(IDH)野生型胶质母细胞瘤标本进行了单核RNA测序,包括26个原发性肿瘤和26个复发性肿瘤。还纳入了空间转录组学数据。通过基因调控网络分析、拷贝数变异检测和非负矩阵分解来识别肿瘤亚群。使用基因敲低实验进行功能验证,随后进行异种移植研究。我们在复发性胶质母细胞瘤中发现了新的MES样亚群,其富含EGR1和SERPINE1等与EMT相关的基因。这些亚群表现出增加的转录活性,并与预后不良和侵袭性相关。敲低SERPINE1可显著降低细胞增殖和迁移。空间转录组学显示MES样细胞集中在肿瘤边缘,突出了它们在侵袭和复发中的作用。由EGR1和SERPINE1驱动的MES样亚群在胶质母细胞瘤中至关重要。靶向这些调节因子可为降低神经胶质瘤复发和改善预后提供新的治疗策略。

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Single-cell transcriptome sequencing reveals new epithelial-stromal associated mesenchymal-like subsets in recurrent gliomas.单细胞转录组测序揭示了复发性胶质瘤中新的上皮-间质相关间充质样亚群。
Acta Neuropathol Commun. 2025 Jun 7;13(1):127. doi: 10.1186/s40478-025-02036-6.
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Single-cell and spatial transcriptome analyses reveal MAZ(+) NPC-like clusters as key role contributing to glioma recurrence and drug resistance.单细胞和空间转录组分析揭示MAZ(+)神经祖细胞样簇是导致胶质瘤复发和耐药的关键因素。
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CSRP2 promotes the glioblastoma mesenchymal phenotype via p130Cas-mediated NF-κB and MAPK pathways.CSRP2通过p130Cas介导的NF-κB和MAPK信号通路促进胶质母细胞瘤的间充质表型。
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New insights for precision treatment of glioblastoma from analysis of single-cell lncRNA expression.从单细胞 lncRNA 表达分析中获得胶质母细胞瘤精准治疗的新见解。
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本文引用的文献

1
Epithelial-Mesenchymal Transition Related Score Functions as a Predictive Tool for Immunotherapy and Candidate Drugs in Glioma.上皮-间充质转化相关评分函数可作为预测胶质瘤免疫治疗和候选药物的工具。
J Chem Inf Model. 2024 Aug 26;64(16):6648-6661. doi: 10.1021/acs.jcim.4c00620. Epub 2024 Aug 8.
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Integrative spatial analysis reveals a multi-layered organization of glioblastoma.整合空间分析揭示胶质母细胞瘤的多层次组织。
Cell. 2024 May 9;187(10):2485-2501.e26. doi: 10.1016/j.cell.2024.03.029. Epub 2024 Apr 22.
3
GINS2 regulates temozolomide chemosensitivity via the EGR1/ECT2 axis in gliomas.
GINS2通过EGR1/ECT2轴调节胶质瘤中替莫唑胺的化学敏感性。
Cell Death Dis. 2024 Mar 11;15(3):205. doi: 10.1038/s41419-024-06586-w.
4
ZDHHC5-mediated S-palmitoylation of FAK promotes its membrane localization and epithelial-mesenchymal transition in glioma.ZDHHC5 介导的 FAK 的 S-棕榈酰化促进其在胶质瘤中的膜定位和上皮-间充质转化。
Cell Commun Signal. 2024 Jan 17;22(1):46. doi: 10.1186/s12964-023-01366-z.
5
SECTM1 promotes the development of glioblastoma and mesenchymal transition by regulating the TGFβ1/Smad signaling pathway.SECTM1 通过调控 TGFβ1/Smad 信号通路促进胶质母细胞瘤的发展和间质转化。
Int J Biol Sci. 2024 Jan 1;20(1):78-93. doi: 10.7150/ijbs.84591. eCollection 2024.
6
Update on Epithelial-Mesenchymal Plasticity in Cancer Progression.癌症进展中上皮-间充质可塑性的最新进展
Annu Rev Pathol. 2024 Jan 24;19:133-156. doi: 10.1146/annurev-pathmechdis-051222-122423. Epub 2023 Sep 27.
7
Spatial cellular architecture predicts prognosis in glioblastoma.空间细胞结构预测胶质母细胞瘤的预后。
Nat Commun. 2023 Jul 11;14(1):4122. doi: 10.1038/s41467-023-39933-0.
8
Transfer learning enables predictions in network biology.迁移学习可实现网络生物学预测。
Nature. 2023 Jun;618(7965):616-624. doi: 10.1038/s41586-023-06139-9. Epub 2023 May 31.
9
Crosstalk between microglia and neural stem cells influences the relapse of glioblastoma in GBM immunological microenvironment.小胶质细胞与神经干细胞之间的串扰影响胶质母细胞瘤在 GBM 免疫微环境中的复发。
Clin Immunol. 2023 Jun;251:109333. doi: 10.1016/j.clim.2023.109333. Epub 2023 Apr 23.
10
EGR1 induces EMT in pancreatic cancer via a P300/SNAI2 pathway.EGR1 通过 P300/SNAI2 通路诱导胰腺癌中的 EMT。
J Transl Med. 2023 Mar 17;21(1):201. doi: 10.1186/s12967-023-04043-4.