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Integrative Analysis of Gene Expression and Regulatory Network Interaction Data Reveals the Protein Kinase C Family of Serine/Threonine Receptors as a Significant Druggable Target for Parkinson's Disease.
- Source :
-
Journal of molecular neuroscience : MN [J Mol Neurosci] 2021 Mar; Vol. 71 (3), pp. 466-480. Date of Electronic Publication: 2020 Jul 29. - Publication Year :
- 2021
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Abstract
- 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.
- Subjects :
- Antiparkinson Agents pharmacology
Biomarkers metabolism
Cyclic AMP-Dependent Protein Kinase Catalytic Subunits metabolism
Drug Discovery
Humans
MicroRNAs genetics
MicroRNAs metabolism
Parkinson Disease metabolism
Signal Transduction drug effects
Synaptotagmin I genetics
Synaptotagmin I metabolism
Transcription Factors genetics
Transcription Factors metabolism
Cyclic AMP-Dependent Protein Kinase Catalytic Subunits genetics
Gene Regulatory Networks
Parkinson Disease genetics
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 1559-1166
- Volume :
- 71
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- Journal of molecular neuroscience : MN
- Publication Type :
- Academic Journal
- Accession number :
- 32728898
- Full Text :
- https://doi.org/10.1007/s12031-020-01669-7