Department of Biotechnology, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.
J Mol Neurosci. 2021 Mar;71(3):466-480. doi: 10.1007/s12031-020-01669-7. Epub 2020 Jul 29.
Parkinson's disease (PD) is a progressive neurodegenerative disease affecting the ventral midbrain dopaminergic neurons, resulting in motor defects mainly tremor, rigidity, and bradykinesia along with a wide array of non-motor symptoms. The current study is focused on determining the potential druggable targets of PD by consolidating gene expression profiling and network methodology. Initially, the differentially expressed genes were established from which the central network was constructed by assimilating the interacting partners. Investigating the topological parameters of the network, the genes SYT1, CXCR4, CDC42, KIT, RET, DRD2, NTN1, PRKACB, KDR, NR4A2, SLC18A2, CCK, TH, KCNJ6, and TAC1 were identified as the hub genes and can be explored as potential candidate genes for PD therapeutics. Gene ontology and cluster analysis of the hub genes has provided further insights about the pathophysiology of the disease. Among the hub genes, PRKACB is observed in relatively all the enriched pathways which are modulated by G protein-coupled receptors through protein kinases. Further, we noticed SYT1 as a novel biomarker for PD. Moreover, the regulatory network was constructed with the hub genes as seed nodes with associated transcription factors (TFs) and microRNA (miRNAs). In this analysis, we identified MYC as the major TF and the miRNAs miR-21, miR-155, miR-7, and miR26A1 have a significant role in modulating the hub genes. Briefly, these significant hub genes and their enriched pathways, TFs, and miRNAs have aided in the better understanding of molecular mechanisms underlying PD and its potential core target genes.
帕金森病(PD)是一种进行性神经退行性疾病,影响腹侧中脑多巴胺能神经元,导致运动缺陷,主要表现为震颤、僵硬和运动迟缓,以及广泛的非运动症状。本研究旨在通过整合基因表达谱和网络方法来确定 PD 的潜在药物靶点。最初,从差异表达基因中建立了中央网络,通过整合相互作用的伙伴来构建中央网络。研究网络的拓扑参数,确定基因 SYT1、CXCR4、CDC42、KIT、RET、DRD2、NTN1、PRKACB、KDR、NR4A2、SLC18A2、CCK、TH、KCNJ6 和 TAC1 为枢纽基因,可作为 PD 治疗的潜在候选基因进行探索。枢纽基因的基因本体论和聚类分析为疾病的病理生理学提供了进一步的见解。在枢纽基因中,PRKACB 观察到相对所有富集途径,这些途径通过蛋白激酶被 G 蛋白偶联受体调节。此外,我们注意到 SYT1 是 PD 的一种新的生物标志物。此外,以枢纽基因为种子节点构建了调控网络,并与相关转录因子(TFs)和 microRNA(miRNAs)相关联。在这项分析中,我们确定 MYC 为主要 TF,miRNAs miR-21、miR-155、miR-7 和 miR26A1 在调节枢纽基因方面具有重要作用。简而言之,这些显著的枢纽基因及其丰富的途径、TFs 和 miRNAs 有助于更好地理解 PD 的分子机制及其潜在的核心靶基因。