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Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
Published on: December 15, 2023
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Drug Repositioning for Alzheimer's Disease Based on Systematic 'omics' Data Mining
Ming Zhang1, Gerold Schmitt-Ulms1, Christine Sato1
1Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Ontario, Canada.
Plos One
|December 23, 2016
Summary
Drug repositioning offers a faster, cheaper alternative for Alzheimer's disease (AD) treatments. Analyzing multi-omics data identified 75 existing drugs targeting 18 proteins, with CD33 and MIF as prime candidates for AD intervention.
Area of Science:
- Neuroscience
- Pharmacology
- Genomics
Background:
- Traditional Alzheimer's disease (AD) drug development is inefficient, costly, and has a low success rate.
- Drug repositioning, repurposing existing medications, presents a viable alternative strategy.
- Advancements in omics data necessitate comprehensive analysis for AD pathogenesis and drug discovery.
Purpose of the Study:
- To identify novel anti-Alzheimer's disease (AD) drug candidates through drug repositioning.
- To analyze multi-omics data for novel AD protein targets.
- To prioritize potential drug targets and identify existing drugs for AD intervention.
Main Methods:
- Integrated analysis of genomics, epigenomics, proteomics, and metabolomics data for AD-related proteins.
- Extracted AD pathogenesis information from OMIM and PubMed databases.
- Collected drug-target interaction data from DrugBank and Therapeutic Target Database.
Main Results:
- Identified 524 AD-related proteins, with 18 serving as targets for 75 existing drugs.
- Prioritized CD33 and MIF as top targets, each associated with seven existing drugs.
- Highlighted 7 drugs targeting acetylcholinesterase for cognitive symptom treatment and identified other promising protein targets like CAD and APOE.
Conclusions:
- Systematic omics data mining identified promising drug candidates for AD intervention, particularly those modulating the immune system or neuroinflammation.
- The identified 524 AD-related proteins can serve as potential therapeutic targets and aid in AD biomarker development.
- Drug repositioning, guided by omics data, offers a strategic approach to accelerate the development of effective Alzheimer's disease treatments.
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