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Updated: Apr 16, 2026

Semi-Quantitative Determination of Dopaminergic Neuron Density in the Substantia Nigra of Rodent Models using Automated Image Analysis
Published on: February 2, 2021
Dysregulation of mRNAs and hub genes in Parkinson's disease within post mortem substantia Nigra: using three methods
Tun Lin Aung1, Ye Win Aung2, Khin Sandi Myint3
1School of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Abstract:
This study employed an integrative bioinformatics approach to identify key molecular signatures in Parkinson's disease (PD) by analyzing substantia nigra transcriptomes from 22 PD patients and 22 healthy controls (HCs) across three Gene Expression Omnibus (GEO) datasets. Using DESeq2, edgeR, and limma, we identified 85 consensuses differentially expressed mRNA (DEmRNAs) (23 up-regulated and 62 down-regulated), including key players in PD pathogenesis such as molecular chaperones (DNAJB1, HSPA1B/L), dopaminergic markers (TH, SLC6A3), and extracellular matrix components (COL5A1, LAMB1). Functional enrichment analyses revealed up-regulated pathways in PI3K-Akt signaling and extracellular matrix organization, while down-regulated genes were enriched in dopaminergic synapse and mitochondrial function pathways. Protein-protein interaction (PPI) network analysis identified 20 hub genes, with DNAJB1, TH, KCNJ6, and SLC6A3 emerging as central regulators. Notably, we discovered novel candidate's mRNAs alongside validated PD-associated genes, highlighting both degenerative processes and compensatory mechanisms. These findings provide a comprehensive molecular framework for PD pathogenesis, offering potential biomarkers and therapeutic targets for further investigation.
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