bioRxivGeneticsPreprint
Finding drug targeting mechanisms with genetic evidence for Parkinson's disease -- Mendelian randomization of the druggable genome
Catherine S. StormiD, Demis A. Kia, Mona Mohammad AlmramhiiD, Sara Bandrés‐CigaiD, Chris FinaniD, Aroon Dinesh HingoraniiD, Nicholas William WoodiD
Abstract
Parkinsons disease (PD) is a neurodegenerative movement disorder that currently has no disease-modifying treatment, partly owing to inefficiencies in drug target identification and validation using human evidence. Here, we use Mendelian randomization to investigate more than 3000 genes that encode druggable proteins, seeking to predict their efficacy as drug targets for PD. We use expression and protein quantitative trait loci for druggable genes to mimic exposure to medications, and we examine the causal effect on PD risk (in two large case-control cohorts), PD age at onset and progression. We propose 23 potential drug targeting mechanisms for PD, of which four are repurposing opportunities of already-licensed or clinical-phase drugs. We identify two drugs which may increase PD risk. Importantly, there is remarkably little overlap between our MR-supported drug targeting mechanisms to prevent PD and those that reduce PD progression, suggesting that molecular mechanisms driving disease risk and progression differ. Drugs with genetic support are considerably more likely to be successful in clinical trials, and we provide compelling genetic evidence and an analysis pipeline that can be used to prioritise drug development efforts for PD.
- organism: human
- assay: GWAS summary statistics
- research focus: drug response / drug discovery
- approach: statistical model
- Citations
- 2
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The Parkinsons Disease Mendelian Randomization Research Portal
Alastair John Noyce, Sara Bandrés‐Ciga, … Andrew Singleton·Movement DisordersPeer-reviewed·Oct 28, 2019
- Prioritizing Parkinson's disease risk genes in genome-wide association loci
Lara Mariah Lange, Catalina Cerquera‐Cleves, … Karl Heilbron·npj Parkinson s DiseasePeer-reviewed·Apr 16, 2025
- Risky behaviors and Parkinson’s disease: A Mendelian randomization study in up to 1 million study participants
Sandeep Grover, Greco M. Fabiola Del, … Inke Regina König·NeurologyPeer-reviewed·Sep 16, 2019
- No Evidence for Genetic Role of the Tumor Necrosis Factor Pathway in Parkinson's Disease
Morvarid Ghamgosar Shahkhali, Lang Liu, … Konstantin A. Senkevich·npj Parkinson s DiseasePeer-reviewed·Dec 9, 2025
- Genetic drug target validation using Mendelian randomization
Amand Floriaan Schmidt, Chris Finan, … Aroon Dinesh Hingorani·bioRxiv·Sep 25, 2019
- Genetically informed drug target prioritisation and repurposing for major depressive disorder
Abigail ter Kuile, Chris Finan, … Jean‐Baptiste Pingault·medRxiv·Jul 15, 2025