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Gene-environment Interaction Models to Unmask Susceptibility Mechanisms in Parkinson's Disease
Published on: January 7, 2014
Repurposing dipeptidyl peptidase-4 inhibitor for Parkinson's disease prevention: A drug-target Mendelian
Joo-Yeon Lee1, Don Gueu Park2, Joohon Sung3
1Institute of Health and Environments, Seoul National University, Seoul, 08826, South Korea.
Abstract:
Parkinson's disease (PD) remains without effective disease-modifying therapies, primarily due to limited understanding of its underlying mechanisms. Emerging evidence suggests that dipeptidyl peptidase-4 inhibitors (DPP-4Is), commonly used as anti-diabetics, may offer neuroprotective effects. We aimed to evaluate the potential of repurposing DPP-4Is for reducing the PD risk, using a drug-target Mendelian randomization (MR) approach, with specific attention to sex. We performed two-sample MR analyses using instrumental variables (IVs) for DPP-4Is derived from gene expression quantitative trait loci (IVeQTL) and protein QTL (IVpQTL) data sourced from the eQTLGen consortium and UK Biobank, respectively. Associations were tested using the largest PD genome-wide association studies (GWAS) dataset from the International Parkinson's Disease Genomics Consortium, including sex-stratified analyses. Primary analyses used inverse variance weighted MR, with additional sensitivity analyses (alternative MR methods, varying IV selection thresholds, and tissue-specific eQTL), mediation analysis through diabetes and colocalization analysis. Genetically proxied DPP-4 inhibition was associated with reduced PD risk: OR (95% CI) = 1.78 (1.21-2.61) for IVeQTL and 1.21 (1.02-1.45) for IVpQTL. This beneficial effect was more pronounced in men-IVeQTL: 2.25 (1.55-3.28); IVpQTL 1.35 (1.15-1.57)-but not significant in women, suggesting sex-specific effects. Findings were robust across sensitivity analyses and replicated in an independent PD GWAS. Diabetes did not mediate this relationship, and colocalization provided partial evidence for a shared causal variant only in men. This multi-omics drug-target MR study suggests that DPP-4Is may reduce PD risk, supporting their potential for repurposing, particularly in male patients.
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