| Title: | Disease-predominant loci across Alzheimer's disease, Parkinson's disease and Lewy body dementia: evidence from the UK Biobank prospective cohort, conditional GWAS and colocalization |
| Journal: | Frontiers in Genetics |
| Published: | 2 Jul 2026 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/42460153/ |
| DOI: | https://doi.org/10.3389/fgene.2026.1865257 |
Publication 20466
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Abstract
Background: Alzheimer's disease (AD), Parkinson's disease (PD) and Lewy body dementia (LBD) overlap clinically, pathologically and genetically, complicating interpretation of cross-disorder genome-wide association study (GWAS) signals.</p>
Methods: We analysed 322,963 UK Biobank participants with bidirectional time-varying Cox models, one-year and two-year lag analyses, and competing-risk sensitivity models to quantify AD-PD clinical co-occurrence. We then analysed European-ancestry AD, PD and LBD GWAS summary statistics using linkage disequilibrium score regression (LDSC), GCTA-mtCOJO/GSMR, MAGMA, stratified LDSC, brain eQTL/mQTL SMR with HEIDI filtering, and Bayesian colocalization for selected methylation probes. Conditional loci were compared with original GWAS loci to separate shared liability from retained disorder-predominant associations.</p>
Results: PD was associated with subsequent AD (fully adjusted HR 2.27, 95% CI 1.94-2.65; P = 6.40E-25), and AD was associated with subsequent PD (HR 3.14, 95% CI 2.56-3.85; P = 2.10E-28). Lag and competing-risk sensitivity analyses remained concordant. LDSC estimated positive genetic correlations for AD-PD (rg = 0.20; P = 0.0086) and PD-LBD (rg = 0.61; P = 0.0005). Conditioning reduced genome-wide significant loci from 14 to 9 for AD, from 24 to 21 for PD and from 5 to 2 for LBD. Retained loci included AD signals near CR1, BIN1, CLU, SPI1, MS4A, PICALM, ABCA7 and APOE; PD signals near GBA, NUCKS1, TMEM163, STK39, GAK/TMEM175, BST1, SNCA, LRRK2, MAPT and RIT2; and LBD signals near SNCA/MMRN1 and APOE. MAGMA and S-LDSC highlighted amyloid, lipid, immune, synaptic-vesicle and brain-tissue enrichment patterns. Brain QTL analyses prioritized retained eQTL and mQTL signals, and colocalization supported shared PD-GWAS/mQTL signals at HLA-DRB5, ARHGAP27, CRHR1, MAPT and KANSL1.</p>
Conclusion: AD and PD show bidirectional clinical co-occurrence, whereas conditional genetic analyses retain a smaller set of disease-predominant loci and regulatory signals across AD, PD and LBD. These findings refine cross-disorder interpretation and nominate loci for independent genetic and functional validation.</p>
4 Authors
- Ying Zhang
- Zhishuai Zhang
- Shizheng Qiu
- Yang Hu
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