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Evaluating Practical Approaches for Including MYOC Variants Alongside Common Variants for Genetics-Based Risk
Ngoc-Quynh Le1, Weixiong He1, Matthew H Law2
1From the Statistical Genetics Lab (N.Q.L., W.H., M.H.L., P.G., S.M.), QIMR Berghofer Medical Research Institute, Herston, Brisbane, Queensland, Australia; Faculty of Medicine (N.Q.L., W.H., M.H.L.), University of Queensland, Herston, Queensland, Australia.
Accurate genotyping of the MYOC p.Gln368Ter variant is achievable with array data and quality control. Integrating this variant into polygenic risk scores (PRS) enhances glaucoma risk stratification for carriers.
Area of Science:
- Genetics
- Ophthalmology
- Bioinformatics
Background:
- Rare variants in the MYOC gene are linked to glaucoma risk.
- The p.Gln368Ter variant is the most common pathogenic MYOC variant in Europeans.
- Genetics-based risk stratification can aid in early glaucoma diagnosis.
Purpose of the Study:
- To assess methods for identifying p.Gln368Ter carriers using genotyping array data.
- To evaluate the utility of combining p.Gln368Ter status with polygenic risk scores (PRS) for glaucoma.
- To examine approaches for glaucoma risk stratification.
Main Methods:
- Retrospective cohort study involving 58,452 participants.
- Identification of p.Gln368Ter carriers via direct genotyping and imputation, confirmed with sequencing data.
- Evaluation of combined p.Gln368Ter status and PRS effects.
Main Results:
- p.Gln368Ter can be accurately genotyped with array data and quality control, showing high concordance with sequencing.
- Filtered direct genotyping results agreed well with imputed results.
- Integrating p.Gln368Ter into PRS significantly improved risk stratification for carriers, increasing high-risk classification from ~32-38% to ~75-79%.
Conclusions:
- High-accuracy genotyping of the p.Gln368Ter variant is feasible using array data with proper quality control.
- Incorporating the p.Gln368Ter variant into glaucoma PRS effectively enhances risk stratification for carriers.
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