» Articles » PMID: 33211252

Parkinson's Disease Master Regulators on Substantia Nigra and Frontal Cortex and Their Use for Drug Repositioning

Overview
Journal Mol Neurobiol
Date 2020 Nov 19
PMID 33211252
Citations 3
Authors
Affiliations
Soon will be listed here.
Abstract

Parkinson's disease (PD) is among the most prevalent neurodegenerative diseases. Available evidences support the view of PD as a complex disease, being the outcome of interactions between genetic and environmental factors. In face of diagnosis and therapy challenges, and the elusive PD etiology, the use of alternative methodological approaches for the elucidation of the disease pathophysiological mechanisms and proposal of novel potential therapeutic interventions has become increasingly necessary. In the present study, we first reconstructed the transcriptional regulatory networks (TN), centered on transcription factors (TF), of two brain regions affected in PD, the substantia nigra pars compacta (SNc) and the frontal cortex (FCtx). Then, we used case-control studies data from these regions to identify TFs working as master regulators (MR) of the disease, based on region-specific TNs. Twenty-nine regulatory units enriched with differentially expressed genes were identified for the SNc, and twenty for the FCtx, all of which were considered MR candidates for PD. Three consensus MR candidates were found for SNc and FCtx, namely ATF2, SLC30A9, and ZFP69B. In order to search for novel potential therapeutic interventions, we used these consensus MR candidate signatures as input to the Connectivity Map (CMap), a computational drug repositioning webtool. This analysis resulted in the identification of four drugs that reverse the expression pattern of all three MR consensus simultaneously, benperidol, harmaline, tubocurarine chloride, and vorinostat, thus suggested as novel potential PD therapeutic interventions.

Citing Articles

A comparative study of COVID-19 transcriptional signatures between clinical samples and preclinical cell models in the search for disease master regulators and drug repositioning candidates.

Chapola H, De Bastiani M, Duarte M, Freitas M, Schuster J, de Vargas D Virus Res. 2023; 326:199053.

PMID: 36709793 PMC: 9877318. DOI: 10.1016/j.virusres.2023.199053.


Evolutionary rate covariation identifies SLC30A9 (ZnT9) as a mitochondrial zinc transporter.

Kowalczyk A, Gbadamosi O, Kolor K, Sosa J, Andrzejczuk L, Gibson G Biochem J. 2021; 478(17):3205-3220.

PMID: 34397090 PMC: 10491466. DOI: 10.1042/BCJ20210342.


Integrated network analysis identifying potential novel drug candidates and targets for Parkinson's disease.

Quan P, Wang K, Yan S, Wen S, Wei C, Zhang X Sci Rep. 2021; 11(1):13154.

PMID: 34162989 PMC: 8222400. DOI: 10.1038/s41598-021-92701-2.

References
1.
Marsili L, Rizzo G, Colosimo C . Diagnostic Criteria for Parkinson's Disease: From James Parkinson to the Concept of Prodromal Disease. Front Neurol. 2018; 9:156. PMC: 5877503. DOI: 10.3389/fneur.2018.00156. View

2.
Kunst J, Marecek R, Klobusiakova P, Balazova Z, Anderkova L, Nemcova-Elfmarkova N . Patterns of Grey Matter Atrophy at Different Stages of Parkinson's and Alzheimer's Diseases and Relation to Cognition. Brain Topogr. 2018; 32(1):142-160. DOI: 10.1007/s10548-018-0675-2. View

3.
Prell T . Structural and Functional Brain Patterns of Non-Motor Syndromes in Parkinson's Disease. Front Neurol. 2018; 9:138. PMC: 5858029. DOI: 10.3389/fneur.2018.00138. View

4.
Chen B, Wang S, Sun W, Shang X, Liu H, Liu G . Functional and structural changes in gray matter of parkinson's disease patients with mild cognitive impairment. Eur J Radiol. 2017; 93:16-23. DOI: 10.1016/j.ejrad.2017.05.018. View

5.
Fabelo N, Martin V, Santpere G, Marin R, Torrent L, Ferrer I . Severe alterations in lipid composition of frontal cortex lipid rafts from Parkinson's disease and incidental Parkinson's disease. Mol Med. 2011; 17(9-10):1107-18. PMC: 3188884. DOI: 10.2119/molmed.2011.00119. View