1. Drug target discovery – We identify genetic variants and prioritize candidate genes to uncover new therapeutic opportunities. Using functional annotation and transcriptomic data, we aim to find targets that can prevent aneurysm rupture.
2. Risk prediction – We develop polygenic scores and combine them with clinical and imaging data to improve rupture risk assessment and patient stratification. We also explore sex-specific effects, cell-type specificity, and gene-environment interactions to refine risk models.