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空间组学揭示了 II 型局灶性皮质发育不良的分子变化。

Spatial omics reveals molecular changes in focal cortical dysplasia type II.

机构信息

Maastricht MultiModal Molecular Imaging Institute (M4i), Maastricht University, Universiteitssingel 50, 6229 ER Maastricht, the Netherlands.

UCB Pharma, Chemin du Foriest 1, 1420 Braine-l'Alleud, Walloon Region, Belgium.

出版信息

Neurobiol Dis. 2024 Jun 1;195:106491. doi: 10.1016/j.nbd.2024.106491. Epub 2024 Apr 2.

Abstract

Focal cortical dysplasia (FCD) represents a group of diverse localized cortical lesions that are highly epileptogenic and occur due to abnormal brain development caused by genetic mutations, involving the mammalian target of rapamycin (mTOR). These somatic mutations lead to mosaicism in the affected brain, posing challenges to unravel the direct and indirect functional consequences of these mutations. To comprehensively characterize the impact of mTOR mutations on the brain, we employed here a multimodal approach in a preclinical mouse model of FCD type II (Rheb), focusing on spatial omics techniques to define the proteomic and lipidomic changes. Mass Spectrometry Imaging (MSI) combined with fluorescence imaging and label free proteomics, revealed insight into the brain's lipidome and proteome within the FCD type II affected region in the mouse model. MSI visualized disrupted neuronal migration and differential lipid distribution including a reduction in sulfatides in the FCD type II-affected region, which play a role in brain myelination. MSI-guided laser capture microdissection (LMD) was conducted on FCD type II and control regions, followed by label free proteomics, revealing changes in myelination pathways by oligodendrocytes. Surgical resections of FCD type IIb and postmortem human cortex were analyzed by bulk transcriptomics to unravel the interplay between genetic mutations and molecular changes in FCD type II. Our comparative analysis of protein pathways and enriched Gene Ontology pathways related to myelination in the FCD type II-affected mouse model and human FCD type IIb transcriptomics highlights the animal model's translational value. This dual approach, including mouse model proteomics and human transcriptomics strengthens our understanding of the functional consequences arising from somatic mutations in FCD type II, as well as the identification of pathways that may be used as therapeutic strategies in the future.

摘要

局灶性皮质发育不良(FCD)代表一组不同的局灶性皮质病变,这些病变具有高度致痫性,是由于基因突变为异常的大脑发育所致,涉及哺乳动物雷帕霉素靶蛋白(mTOR)。这些体细胞突变导致受影响大脑中的嵌合体,这给揭示这些突变的直接和间接功能后果带来了挑战。为了全面描述 mTOR 突变对大脑的影响,我们在这里采用了一种多模态方法,在 FCD 型 II(Rheb)的临床前小鼠模型中,重点关注空间组学技术来定义蛋白质组学和脂质组学变化。质谱成像(MSI)结合荧光成像和无标记蛋白质组学,深入了解了 FCD 型 II 影响区域内的大脑脂质组学和蛋白质组学。MSI 可视化了神经元迁移的中断和脂质的差异分布,包括 FCD 型 II 影响区域内硫酸脑苷脂的减少,硫酸脑苷脂在大脑髓鞘形成中发挥作用。对 FCD 型 II 和对照区域进行了 MSI 引导的激光捕获显微切割(LMD),随后进行了无标记蛋白质组学分析,揭示了少突胶质细胞髓鞘形成途径的变化。对 FCD 型 IIb 的手术切除和死后人类皮质进行了批量转录组学分析,以揭示 FCD 型 II 中遗传突变与分子变化之间的相互作用。我们对 FCD 型 II 影响的小鼠模型和人类 FCD 型 IIb 转录组学中与髓鞘形成相关的蛋白质途径和富集的基因本体途径的比较分析,突出了该动物模型的转化价值。这种包括小鼠模型蛋白质组学和人类转录组学的双重方法,增强了我们对 FCD 型 II 中体细胞突变引起的功能后果的理解,以及确定未来可能作为治疗策略的途径。

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