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.

PubMed

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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