Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey.
Mol Omics. 2023 Aug 14;19(7):522-537. doi: 10.1039/d2mo00343k.
Alterations in brain metabolism are closely associated with the molecular hallmarks of Parkinson's disease (PD). A clear understanding of the main metabolic perturbations in PD is therefore important. Here, we retrospectively analysed the expression of metabolic genes from 34 PD-control post-mortem human brain transcriptome data comparisons from literature, spanning multiple brain regions. We found high metabolic correlations between the Substantia nigra (SN)- and cerebral cortex-derived tissues. Moreover, three clusters of PD patient cohorts were identified based on perturbed metabolic processes in the SN - each characterised by perturbations in (a) bile acid metabolism (b) omega-3 fatty acid metabolism, and (c) lipoic acid and androgen metabolism - metabolic themes not comprehensively addressed in PD. These perturbations were supported by concurrence between transcriptome and proteome changes in the expression patterns for CBR1, ECI2, BDH2, CYP27A1, ALDH1B1, ALDH9A1, ADH5, ALDH7A1, L1CAM, and PLXNB3 genes, providing a valuable resource for drug targeting and diagnosis. Also, we analysed 58 PD-control transcriptome data comparisons from / disease models and identified experimental PD models with significant correlations to matched human brain regions. Collectively, our findings suggest metabolic alterations in several brain regions, heterogeneity in metabolic alterations between study cohorts for the SN tissues and the need to optimize current experimental models to advance research on metabolic aspects of PD.
大脑代谢的改变与帕金森病 (PD) 的分子特征密切相关。因此,清楚地了解 PD 中的主要代谢改变非常重要。在这里,我们回顾性地分析了来自文献中 34 个 PD-对照死后人脑转录组数据比较的代谢基因表达,涵盖了多个脑区。我们发现黑质 (SN) 和大脑皮层来源的组织之间存在高度的代谢相关性。此外,根据 SN 中受干扰的代谢过程,我们确定了三个 PD 患者队列集群 - 每个集群的特征是(a)胆汁酸代谢紊乱,(b)ω-3 脂肪酸代谢紊乱,和(c)硫辛酸和雄激素代谢紊乱 - 这些代谢主题在 PD 中没有得到全面解决。这些扰动得到了 CBR1、ECI2、BDH2、CYP27A1、ALDH1B1、ALDH9A1、ADH5、ALDH7A1、L1CAM 和 PLXNB3 基因表达模式中转录组和蛋白质组变化的一致性的支持,为药物靶向和诊断提供了有价值的资源。此外,我们还分析了来自 / 疾病模型的 58 个 PD-对照转录组数据比较,并确定了与匹配的人脑区域具有显著相关性的实验性 PD 模型。总的来说,我们的研究结果表明,几个脑区存在代谢改变,SN 组织中研究队列之间的代谢改变存在异质性,需要优化当前的实验模型,以推进 PD 代谢方面的研究。