Investigating shared genetic architecture between pigmentation genetics and Parkinson's Disease
Abbatangelo, C. L.; Newton, B.; Wendt, F. R.; Parra, E. J.
Show abstract
Peripheral melanin and neuromelanin share a common biosynthetic initiation. Peripheral melanin (eumelanin and pheomelanin) is cyclically produced and degraded, while neuromelanin accumulates in dopaminergic neurons over time. Neurons containing excess neuromelanin (e.g., substantia nigra) exhibit increased degeneration in Parkinsons patients, suggesting a potential genetic interplay between pigmentation pathways and Parkinsons Disease (PD). We used linkage disequilibrium score regression (LDSC), polygenic risk score (PRS) analysis, Mendelian Randomization (MR), and multi-trait association analysis to examine shared genetic architecture between PD and nine pigmentation-related traits (basal cell carcinoma, brown hair, melanoma, nevi, red hair, skin colour, tanning response, vitiligo, vitamin D levels). PRS analyses identified limited shared genetic variation (max 0.15% for nevi), and MR analyses did not provide evidence of a causal relationship. Together, the ten-trait and pairwise multi-trait analyses identified 48 SNPs with suggestive pleiotropy, 31 of which were protein-coding and could be mapped to 22 different genes. Overall, while some genetic overlap exists, no definitive correlative or causal relationships were established. These results contribute to the broader understanding of the differing roles of melanin and neuromelanin, as well as potential implications in neurodegenerative diseases.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- omicSynth: an Open Multi-omic Community Resource for Identifying Druggable Targets across Neurodegenerative Diseases 92%
- Chromosome X-Wide Common Variant Association Study (XWAS) in Autism Spectrum Disorder 91%
- Widespread recessive effects on common diseases in a cohort of 44,000 British Pakistanis and Bangladeshis with high autozygosity 91%
Similar papers in this journal
Similar papers in this journal
- Chances and challenges of machine learning based disease classification in genetic association studies illustrated on age-related macular degeneration 91%
- Genome-wide association studies of 27 accelerometry-derived physical activity measurements identified novel loci and genetic mechanisms 88%
- Multi-ethnic analysis shows genetic risk and environmental predictors interact to influence 25(OH)D concentration and optimal vitamin D intake 88%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.