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Updated: Jul 6, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
Published on: December 15, 2023
omicSynth: An open multi-omic community resource for identifying druggable targets across neurodegenerative diseases
Chelsea X Alvarado1, Mary B Makarious2, Cory A Weller1
1Center for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20814, USA; Data Tecnica LLC, Washington, DC 20037, USA.
Abstract:
Treatments for neurodegenerative disorders remain rare, but recent FDA approvals, such as lecanemab and aducanumab for Alzheimer disease (MIM: 607822), highlight the importance of the underlying biological mechanisms in driving discovery and creating disease modifying therapies. The global population is aging, driving an urgent need for therapeutics that stop disease progression and eliminate symptoms. In this study, we create an open framework and resource for evidence-based identification of therapeutic targets for neurodegenerative disease. We use summary-data-based Mendelian randomization to identify genetic targets for drug discovery and repurposing. In parallel, we provide mechanistic insights into disease processes and potential network-level consequences of gene-based therapeutics. We identify 116 Alzheimer disease, 3 amyotrophic lateral sclerosis (MIM: 105400), 5 Lewy body dementia (MIM: 127750), 46 Parkinson disease (MIM: 605909), and 9 progressive supranuclear palsy (MIM: 601104) target genes passing multiple test corrections (pSMR_multi < 2.95 × 10-6 and pHEIDI > 0.01). We created a therapeutic scheme to classify our identified target genes into strata based on druggability and approved therapeutics, classifying 41 novel targets, 3 known targets, and 115 difficult targets (of these, 69.8% are expressed in the disease-relevant cell type from single-nucleus experiments). Our novel class of genes provides a springboard for new opportunities in drug discovery, development, and repurposing in the pre-competitive space. In addition, looking at drug-gene interaction networks, we identify previous trials that may require further follow-up such as riluzole in Alzheimer disease. We also provide a user-friendly web platform to help users explore potential therapeutic targets for neurodegenerative diseases, decreasing activation energy for the community.
Insights
This study identifies novel genetic targets for neurodegenerative diseases like Alzheimer's and Parkinson's using Mendelian randomization. A new framework aids drug discovery and repurposing for these conditions.
Area of Science:
- Genetics and Bioinformatics
- Neuroscience
- Pharmacology
Background:
- Neurodegenerative disorders lack effective treatments, necessitating new therapeutic targets.
- Aging populations increase the demand for disease-modifying therapies.
- Recent FDA approvals highlight the link between biological mechanisms and therapeutic discovery.
Purpose of the Study:
- To establish an open, evidence-based framework for identifying therapeutic targets in neurodegenerative diseases.
- To leverage genetic data for drug discovery and repurposing initiatives.
- To provide mechanistic insights into disease processes and therapeutic network effects.
Main Methods:
- Summary-data-based Mendelian randomization was employed to identify genetic targets.
- Statistical significance was determined using pSMR_multi < 2.95 × 10^-6 and pHEIDI > 0.01.
- Identified genes were classified based on druggability and existing therapeutics.
Main Results:
- 116 Alzheimer disease, 46 Parkinson disease, 3 ALS, 5 LBD, and 9 PSP target genes were identified.
- 41 novel targets, 3 known targets, and 115 difficult targets were classified.
- 69.8% of novel targets are expressed in disease-relevant cell types.
Conclusions:
- The identified novel genes offer new avenues for drug discovery and repurposing.
- Analysis of drug-gene networks suggests further investigation of existing drugs, e.g., riluzole in Alzheimer disease.
- A user-friendly web platform is available to facilitate community exploration of therapeutic targets.
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