Integrative multiomics elucidate crotonylation-associated GCDH in Parkinson's disease pathogenesis via metabolome remodeling.

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Jia Fu, Jing Zhao, Na Mi, Chao Zhang, Yali Zhang, Lifen Yao
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引用次数: 0

Abstract

The pathophysiological significance of crotonylation and its metabolomic regulatory circuitry in Parkinson's disease (PD) remains elusive. We utilized Mendelian randomization (MR) frameworks combined with mediation analysis to establish causal links between crotonylation-associated genes and PD, while systematically delineating metabolite-mediated mechanisms. In this study, crotonylation-related genes were selected from the eQTLGen dataset, and their causal relationship with PD was assessed using two-sample MR analysis. Subsequently, we investigated metabolites associated with PD risk. Additionally, two-step MR and MR mediation analyses were applied to explore the mediating effects of crotonylation-related genes, metabolites, and PD. To further interpret cellular heterogeneity, publicly available GEO single-cell transcriptome data were integrated to analyze PD brain tissue dynamics and the regulatory mechanisms of key crotonylation-related genes. We identified 16 crotonylation-associated genes harboring cis-eQTLs, notably SIRT1, GCDH, and HDAC7, which demonstrated significant inverse associations with PD risk (p < 0.05). Through MR analysis, 74 PD-associated metabolites were identified. Mediation analysis further delineated GCDH-mediated PD risk reduction (βall = -0.054) through downregulation of X-21,471 and tetradecanedioate (C14-DC). Furthermore, single-cell transcriptomic analysis revealed that GCDH is predominantly and specifically highly expressed in astrocytes within PD brain tissues, and its dynamic regulatory pattern is closely linked to cell differentiation processes, suggesting a potential role in regulating PD pathogenesis via the NRG3-ERBB4 signaling axis. Our findings indicate that GCDH and its mediated metabolome critically contribute to PD pathogenesis, with astrocytes emerging as a central regulatory cell type. This study not only elucidates novel molecular landscapes underlying PD pathology but also highlights astrocytes as promising targets for therapeutic intervention.

整合多组学通过代谢组重塑阐明巴豆酰化相关GCDH在帕金森病发病机制中的作用。
巴豆酰化及其代谢组学调控回路在帕金森病(PD)中的病理生理意义尚不清楚。我们利用孟德尔随机化框架结合中介分析建立了巴豆酰化相关基因与帕金森病之间的因果关系,同时系统地描述了代谢物介导的机制。在这项研究中,从eQTLGen数据集中选择了巴豆酰化相关基因,并使用双样本MR分析评估了它们与PD的因果关系。随后,我们研究了与帕金森病风险相关的代谢物。此外,采用两步MR和MR中介分析来探索巴豆酰化相关基因、代谢物和PD的中介作用。为了进一步解释细胞异质性,我们整合了公开的GEO单细胞转录组数据,分析了PD脑组织动力学和关键巴豆酰化相关基因的调控机制。我们发现了16个含有顺式eqtl的巴豆酰化相关基因,特别是SIRT1、GCDH和HDAC7,它们通过下调x - 21471和十四戊二酸(C14-DC)与PD风险呈显著负相关(p均= -0.054)。此外,单细胞转录组学分析显示,GCDH在PD脑组织星形胶质细胞中主要且特异性高表达,其动态调控模式与细胞分化过程密切相关,提示其可能通过NRG3-ERBB4信号轴调控PD的发病机制。我们的研究结果表明,GCDH及其介导的代谢组在PD的发病机制中起着至关重要的作用,星形胶质细胞是一种主要的调节细胞类型。这项研究不仅阐明了PD病理的新分子景观,而且突出了星形胶质细胞作为治疗干预的有希望的靶点。
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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
期刊介绍: Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.
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