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Converging peripheral blood microRNA profiles in Parkinson's disease and progressive supranuclear palsy
Lukas Pavelka1,2,3, Armin Rauschenberger4,5, Ahmed Hemedan6
1Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen L-1445, Luxembourg.
Abstract:
MicroRNAs act via targeted suppression of messenger RNA translation in the DNA-RNA-protein axis. The dysregulation of microRNA(s) reflects the epigenetic changes affecting the cellular processes in multiple disorders. To understand the complex effect of dysregulated microRNAs linked to neurodegeneration, we performed a cross-sectional microRNA expression analysis in idiopathic Parkinson's disease (n = 367), progressive supranuclear palsy (n = 35) and healthy controls (n = 416) from the Luxembourg Parkinson's Study, followed by prediction modelling, enriched pathway analysis and target simulation of dysregulated microRNAs using probabilistic Boolean modelling. Forty-six microRNAs were identified to be dysregulated in Parkinson's disease versus controls and 16 in progressive supranuclear palsy versus controls with 4 overlapping significantly dysregulated microRNAs between the comparisons. Predictive power of microRNA subsets (including up to 100 microRNAs) was modest for differentiating Parkinson's disease or progressive supranuclear palsy from controls (maximal cross-validated area under the receiver operating characteristic curve 0.76 and 0.86, respectively) and low for progressive supranuclear palsy versus Parkinson's disease (maximal cross-validated area under the receiver operating characteristic curve 0.63). The enriched pathway analysis revealed natural killer cell pathway to be dysregulated in both, Parkinson's disease and progressive supranuclear palsy versus controls, indicating that the immune system might play an important role in both diseases. Probabilistic Boolean modelling of pathway dynamics affected by dysregulated microRNAs in Parkinson's disease and progressive supranuclear palsy revealed partially overlapping dysregulation in activity of the transcription factor EB, endoplasmic reticulum stress signalling, calcium signalling pathway, dopaminergic transcription and peroxisome proliferator-activated receptor gamma coactivator-1α activity, though involving different mechanisms. These findings indicated a partially convergent (sub)cellular end-point dysfunction at multiple levels in Parkinson's disease and progressive supranuclear palsy, but with distinctive underlying molecular mechanisms.
Insights
Dysregulated microRNAs impact Parkinson's disease and progressive supranuclear palsy, affecting immune pathways and cellular functions. While both neurodegenerative diseases share some molecular pathways, their underlying mechanisms differ.
Area of Science:
- Neuroscience
- Molecular Biology
- Genetics
Background:
- MicroRNAs (miRNAs) regulate gene expression post-transcriptionally.
- Dysregulated miRNAs are implicated in various diseases, including neurodegeneration.
- Understanding miRNA involvement in Parkinson's disease (PD) and progressive supranuclear palsy (PSP) is crucial.
Purpose of the Study:
- To investigate miRNA expression profiles in idiopathic PD and PSP.
- To identify common and distinct molecular pathways affected by dysregulated miRNAs in PD and PSP.
- To explore the potential of miRNAs as biomarkers for neurodegenerative diseases.
Main Methods:
- Cross-sectional miRNA expression analysis in PD (n=367), PSP (n=35), and controls (n=416).
- Prediction modeling using miRNA subsets for disease classification.
- Enriched pathway analysis and target simulation via probabilistic Boolean modeling.
Main Results:
- 46 miRNAs dysregulated in PD vs. controls; 16 in PSP vs. controls; 4 overlapped.
- Modest predictive power of miRNA subsets for PD/PSP vs. controls (AUC 0.76-0.86); low for PSP vs. PD (AUC 0.63).
- Natural killer cell pathway dysregulated in both PD and PSP; partially overlapping signaling pathway dysregulation identified.
Conclusions:
- Neuroinflammation, particularly involving the natural killer cell pathway, is implicated in both PD and PSP.
- Distinct molecular mechanisms underlie partially convergent cellular dysfunctions in PD and PSP.
- miRNA dysregulation offers insights into the complex pathophysiology of these neurodegenerative disorders.
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