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Asthma MicroRNA Regulome Development Using Validated miRNA-Target Interaction Visualization
Simon Fekonja1, Peter Korošec2, Matija Rijavec2
11 Department of Animal Science, Biotechnical Faculty, University of Ljubljana , Domžale, Slovenia .
Omics : a Journal of Integrative Biology
|August 21, 2018
Summary
Researchers analyzed microRNAs (miRNAs) and their targets in asthma, creating a regulatory network. This asthma miRNA regulome identifies potential biomarkers for improved diagnostics and therapeutics.
Area of Science:
- Genomics and Bioinformatics
- Molecular Biology
- Systems Medicine
Background:
- Asthma is a complex disease influenced by genetic and environmental factors, lacking precise biomarkers for diagnosis and stratification.
- Epigenomic factors, particularly microRNAs (miRNAs), are crucial in asthma development and severity due to host/environment interactions.
- Current clinical approaches lack robust molecular diagnostics for asthma's intricate nature.
Purpose of the Study:
- To analyze and catalog microRNAs (miRNAs) associated with asthma and their experimentally validated targets.
- To construct a comprehensive miRNA-target regulatory network, termed the asthma miRNA regulome.
- To identify potential asthma biomarker candidates and establish a foundation for translational research.
Main Methods:
- Literature review of miRNA-asthma associations using PubMed and Web of Science databases.
- Construction and visualization of an miRNA-target network using Cytoscape.
- Identification of central molecules and subnetworks within the asthma miRNA regulome.
Main Results:
- Cataloged 48 asthma-associated miRNAs and 54 experimentally validated miRNA targets.
- Identified four central molecules accounting for 34.5% of all interactions in the network.
- The constructed asthma miRNA regulome network revealed subnetworks indicative of potential biomarker candidates.
Conclusions:
- The developed asthma miRNA regulome provides a robust foundation for translational research and systems medicine in asthma.
- The identified miRNA-target interactions offer potential biomarker candidates for asthma diagnostics and therapeutics.
- The protocol for constructing miRNA regulomes can be applied to biomarker development for other multifactorial diseases.
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