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组学数据的整合表明了一个潜在的特发性帕金森病特征。

Omics data integration suggests a potential idiopathic Parkinson's disease signature.

机构信息

Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, 7, Avenue des Hauts-Fourneaux, 4362, Esch-sur-Alzette, Luxembourg.

Metabolomics and Analytics Center, Leiden Academic Centre for Drug Research, Leiden University, 2300 RA, Leiden, The Netherlands.

出版信息

Commun Biol. 2023 Nov 20;6(1):1179. doi: 10.1038/s42003-023-05548-w.

Abstract

The vast majority of Parkinson's disease cases are idiopathic. Unclear etiology and multifactorial nature complicate the comprehension of disease pathogenesis. Identification of early transcriptomic and metabolic alterations consistent across different idiopathic Parkinson's disease (IPD) patients might reveal the potential basis of increased dopaminergic neuron vulnerability and primary disease mechanisms. In this study, we combine systems biology and data integration approaches to identify differences in transcriptomic and metabolic signatures between IPD patient and healthy individual-derived midbrain neural precursor cells. Characterization of gene expression and metabolic modeling reveal pyruvate, several amino acid and lipid metabolism as the most dysregulated metabolic pathways in IPD neural precursors. Furthermore, we show that IPD neural precursors endure mitochondrial metabolism impairment and a reduced total NAD pool. Accordingly, we show that treatment with NAD precursors increases ATP yield hence demonstrating a potential to rescue early IPD-associated metabolic changes.

摘要

绝大多数帕金森病病例是特发性的。病因不明和多因素性质使对疾病发病机制的理解变得复杂。鉴定在不同特发性帕金森病(IPD)患者中一致存在的早期转录组和代谢变化可能揭示多巴胺能神经元易感性增加的潜在基础和主要疾病机制。在这项研究中,我们结合系统生物学和数据集成方法,来鉴定源自 IPD 患者和健康个体的中脑神经前体细胞的转录组和代谢特征之间的差异。基因表达特征和代谢建模的表征揭示了丙酮酸、几种氨基酸和脂质代谢是 IPD 神经前体细胞中最失调的代谢途径。此外,我们表明 IPD 神经前体细胞会经历线粒体代谢损伤和总 NAD 池减少。因此,我们表明 NAD 前体的治疗可以增加 ATP 的产量,从而证明了有潜力可以挽救早期与 IPD 相关的代谢变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db23/10662437/d43721bf8976/42003_2023_5548_Fig1_HTML.jpg

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