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Analyzing the Parkinson's Disease Mouse Model Induced by Adeno-associated Viral Vectors Encoding Human α-Synuclein
Published on: July 29, 2022
Studying the system-level involvement of microRNAs in Parkinson's disease
Paulami Chatterjee1, Malay Bhattacharyya2, Sanghamitra Bandyopadhyay3
1Department of Biophysics, Bose Institute, Acharya J.C. Bose Centenary Building, Kolkata, India.
Background:
Parkinson's Disease (PD) is a progressive neurologic disorder that affects movement and balance. Recent studies have revealed the importance of microRNA (miR) in PD. However, the detailed role of miR and its regulation by Transcription Factor (TF) remain unexplored. In this work for the first time we have studied TF-miR-mRNA regulatory network as well as miR co-expression network in PD.
Result:
We compared the 204 differentially expressed miRs from microarray data with 73 PD related miRs obtained from literature, Human MicroRNA Disease Database and found a significant overlap of 47 PD related miRs (p-value<0.05). Functional enrichment analyses of these 47 common (Group1) miRs and the remaining 157 (Group2) miRs revealed similar kinds of over-representative GO Biological Processes and KEGG pathways. This strengthens the possibility that some of the Group 2 miRs can have functional roles in PD progression, hitherto unidentified in any study. In order to explore the cross talk between TF, miR and target mRNA, regulatory networks were constructed. Study of these networks resulted in 14 Inter-Regulatory hub miRs whereas miR co-expression network revealed 18 co-expressed hub miRs. Of these 32 hub miRs, 23 miRs were previously unidentified with respect to their association with PD. Hierarchical clustering analysis further strengthens the roles of these novel miRs in different PD pathways. Furthermore hsa-miR-92a appeared as novel hub miR in both regulatory and co-expression network indicating its strong functional role in PD. High conservation patterns were observed for most of these 23 novel hub miRs across different species including human. Thus these 23 novel hub miRs can be considered as potential biomarkers for PD.
Conclusion:
Our study identified 23 novel miR markers which can open up new avenues for future studies and shed lights on potential therapeutic targets for PD.
Insights
This study identifies 23 novel microRNAs (miRs) as potential biomarkers for Parkinson's Disease (PD). These novel miRs, discovered through regulatory and co-expression network analysis, offer new therapeutic targets for PD research.
Area of Science:
- Neuroscience
- Genetics
- Bioinformatics
Background:
- Parkinson's Disease (PD) is a neurodegenerative disorder impacting movement.
- MicroRNAs (miRs) play a role in PD, but their regulation by Transcription Factors (TFs) is not fully understood.
Purpose of the Study:
- To investigate the TF-miR-mRNA regulatory network in PD.
- To identify novel microRNA (miR) biomarkers and potential therapeutic targets for Parkinson's Disease (PD).
Main Methods:
- Compared differentially expressed miRs from microarray data with known PD-related miRs.
- Constructed TF-miR-mRNA regulatory and miR co-expression networks.
- Utilized functional enrichment and hierarchical clustering analyses.
Main Results:
- Identified 47 overlapping PD-related miRs and 32 hub miRs from network analyses.
- Discovered 23 novel miRs associated with PD, including hsa-miR-92a as a key hub.
- Observed high conservation of novel miRs across species, suggesting potential biomarker utility.
Conclusions:
- Identified 23 novel microRNA (miR) markers with potential roles in Parkinson's Disease (PD).
- These novel miRs represent promising candidates for future research and potential therapeutic targets for PD.
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