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Biosensor-based High Throughput Biopanning and Bioinformatics Analysis Strategy for the Global Validation of Drug-protein Interactions
Published on: December 1, 2020
New Approach for Targeting Small-Molecule Candidates for Intrinsically Disordered Proteins
1Laboratory of Bioinformatics and Computational Chemistry, Institute of Nuclear Sciences Vinca, National Institute of the Republic of Serbia, University of Belgrade, 11001 Belgrade, Serbia.
This study used the Informational Spectrum Method for Small Molecules (ISM-SM) to find new drugs for Alzheimer's-associated tau protein. The computational approach identified existing drugs and natural products that may modulate tau pathology.
Area of Science:
- Biochemistry
- Computational Biology
- Neuroscience
Background:
- Intrinsically disordered proteins (IDPs) like tau present significant challenges for traditional drug discovery methods.
- Tau protein is closely associated with Alzheimer's disease pathology.
Purpose of the Study:
- To apply the Informational Spectrum Method for Small Molecules (ISM-SM) to identify potential modulators of tau protein.
- To screen large compound databases for molecules that may interact with tau.
Main Methods:
- Utilized the Informational Spectrum Method for Small Molecules (ISM-SM), a computational technique based on electron-ion interaction potentials (EIIPs).
- Screened the DrugBank database and the COCONUT natural product database using characteristic interaction frequencies from known tau ligands and conserved mammalian tau sequences.
Main Results:
- Identified approved drugs with known indirect links to Alzheimer's disease pathways or tau pathology.
- Discovered natural products, including Bryostatin-14, which is known to affect kinases involved in tau phosphorylation.
Conclusions:
- The ISM-SM is a viable in silico tool for identifying potential small molecule modulators of tau protein.
- This approach can uncover repurposed drugs and natural products relevant to tau function and Alzheimer's disease.
- ISM-SM complements existing strategies for drug discovery targeting intrinsically disordered proteins.
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