Sep 2026· Bioinformatics and Biology Insights· 0 citations· 44 references
TL;DR
Integrative transcriptomics identified conserved central-peripheral signatures in PD and five hub genes are candidate biomarkers/therapeutic targets, offering a systems-level framework for disease mechanisms and independent cohort validation.
Abstract
Parkinson’s disease (PD), the second most common neurodegenerative disorder, involves nigral dopaminergic neuron loss. Integrative transcriptomics of central and peripheral tissues may uncover conserved molecular signatures, biomarkers, and therapeutic targets. Gene expression datasets from substantia nigra (GSE8397) and peripheral blood mononuclear cells (GSE22491) were retrieved from the Gene Expression Omnibus. Differentially expressed genes (DEGs) were identified using GEO2R with an adjusted
P
< 0.05 and |log2 fold change| ≥1. Shared DEGs underwent Gene Ontology, KEGG, and Reactome enrichment analyses. Protein–protein interaction networks were constructed using STRING and Cytoscape, followed by hub gene identification through multiple topological algorithms. Cell-type composition was estimated with xCell, and therapeutic relevance was evaluated with DGIdb and the Open Targets Platform. We identified 18 common DEGs (14 concordant, 4 discordant), enriched in dopaminergic/synaptic pathways. Five hub genes (SNCA, TH, DDC, SLC18A2, COMT) were consistently identified. Cell deconvolution revealed neuronal loss and oligodendrocyte increase. Drug analysis confirmed approved therapeutics and clinical relevance, including SNCA-targeted agents. Integrative transcriptomics identified conserved central-peripheral signatures in PD. These hub genes are candidate biomarkers/therapeutic targets, offering a systems-level framework for disease mechanisms and independent cohort validation.
The GO and pathway enrichment analysis results revealed that the up regulated genes were mainly enriched in response to stimulus, cytoplasm, small molecule binding and signal transduction, whereas down regulated genes were mainly enriched in multicellular organism development, cell junction, ion binding and cardiac con...
B. Vastrad, Shivaling Pattanashetti, C. Vastrad· Ageing International· 0 citations
This study integrated mRNA expression profiles from five post-mortem brain tissue GEO datasets to identify ASD-associated genes and found that EIF4A1 mRNA expression was significantly elevated in ASD subjects and rescued by treatment with the antipsychotics olanzapine or risperidone.
Findings indicate that CASP4 and TLR8, together with their associated regulatory miRNAs, may represent promising biomarkers and potential therapeutic targets for future ASD research and contribute to a better understanding of the pathophysiological mechanisms underlying ASD.
Sara Hosseinpoor, H. Zali, Hassan Zohrevand et al.· PLoS ONE· 0 citations
Parkinson’s disease (PD) pathogenesis involves complex molecular mechanisms, with emerging evidence implicating RNA modifications (RM). This study sought to explore RM-associated key genes and their roles in PD progression.
Transcriptomic datasets GSE6613 (training) and GSE72267 (validation) were analyze...
Mei-Ling Chen, Peng Chen, Liya Suo et al.· BMC Neurology· 0 citations
This study integrated bulk and single-cell transcriptomic datasets to identify PD-associated diagnostic candidate genes and explore their relationship with acupuncture-related temporal expression patterns, providing an integrative framework for prioritizing PD-associated candidate genes with exploratory acupuncture-rel...
Bing-Bing Zhao, Zhe Shi, Xiu-Ming Pang et al.· Frontiers in Aging Neuroscie...· 0 citations
Cystic Fibrosis, an inherited disorder, is primarily found in white American society. It arises due to alteration in the CFTR gene. Several pieces of evidence insight oxidative stress as one of the primary reasons behind this disorder. Thus, with the aim of finding the physiopathology of this disorder and its associati...
Aurobinda Das, Suresh Kumar Panda, Debakanta Sahoo· Journal of Science & Tec...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.