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通过单细胞多组学剖析神经母细胞瘤异质性:对发育、免疫和治疗抗性的见解

Dissecting neuroblastoma heterogeneity through single-cell multi-omics: insights into development, immunity, and therapeutic resistance.

作者信息

He Guo-Qian, He Si-Jia, Jing Xiao-Yu, Dai Yi-Ling, Guo Xia, Gao Ju, Zhang Wei

机构信息

Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.

Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China.

出版信息

Oncogene. 2026 Jan;45(2):123-139. doi: 10.1038/s41388-025-03635-2. Epub 2025 Nov 27.

DOI:10.1038/s41388-025-03635-2
PMID:41309932
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12738292/
Abstract

Neuroblastoma (NB), the most common extracranial solid tumor in children, is characterized by remarkable cellular heterogeneity and clinical variability ranging from spontaneous regression to aggressive progression and relapse. Despite advances in multimodal therapies, including surgery, chemotherapy, radiotherapy, differentiation therapy, and immunotherapy-treatment resistance remains the principal barrier to improving survival in high-risk patients. Recent single-cell and spatial multi-omics studies have revolutionized our understanding of NB by revealing its developmental origins, lineage hierarchy, and adaptive evolution under therapeutic pressure. These technologies have delineated distinct cellular states along an adrenergic-mesenchymal continuum and uncovered the dynamic interplay between tumor cells and their microenvironment. Genetic instability, epigenetic reprogramming, and metabolic plasticity cooperate with immune and stromal remodeling to drive tumor persistence and relapse. At the molecular level, mechanisms such as MYCN-driven chromatin remodeling, super-enhancer reorganization, bypass signaling activation, quiescent persister programs, immune checkpoint engagement, and metabolic rewiring collectively enable therapeutic escape. Importantly, these processes are reversible, highlighting tumor plasticity as both a hallmark and a potential vulnerability of NB. Integrating single-cell transcriptomics, epigenomics, and spatial profiling provides an unprecedented framework to map resistance evolution, identify lineage-specific vulnerabilities, and guide rational combination strategies. Targeting epigenetic regulators, metabolic checkpoints, and immune suppressive networks in a temporally coordinated manner holds promise for converting NB from an adaptive to a controllable disease.

摘要

神经母细胞瘤(NB)是儿童最常见的颅外实体瘤,其特点是细胞异质性显著,临床变异性大,从自发消退到侵袭性进展和复发不等。尽管在多模态治疗方面取得了进展,包括手术、化疗、放疗、分化治疗和免疫治疗,但治疗耐药性仍然是提高高危患者生存率的主要障碍。最近的单细胞和空间多组学研究彻底改变了我们对NB的理解,揭示了其发育起源、谱系层次以及在治疗压力下的适应性进化。这些技术描绘了沿肾上腺素能-间充质连续体的不同细胞状态,揭示了肿瘤细胞与其微环境之间的动态相互作用。基因不稳定、表观遗传重编程和代谢可塑性与免疫和基质重塑协同作用,驱动肿瘤持续存在和复发。在分子水平上,MYCN驱动的染色质重塑、超级增强子重组、旁路信号激活、静止持久性程序、免疫检查点参与和代谢重排等机制共同促成了治疗逃逸。重要的是,这些过程是可逆的,突出了肿瘤可塑性既是NB的一个标志,也是其潜在的弱点。整合单细胞转录组学、表观基因组学和空间分析提供了一个前所未有的框架,用于绘制耐药性进化图谱、识别谱系特异性弱点并指导合理的联合策略。以时间协调的方式靶向表观遗传调节因子、代谢检查点和免疫抑制网络有望将NB从一种适应性疾病转变为一种可控疾病。

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Deep learning-driven multi-omics analysis: enhancing cancer diagnostics and therapeutics.深度学习驱动的多组学分析:增强癌症诊断与治疗
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Front Immunol. 2026 Jan 8;16:1730356. doi: 10.3389/fimmu.2025.1730356. eCollection 2025.
Brief Bioinform. 2025 Jul 2;26(4). doi: 10.1093/bib/bbaf440.
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