Biobank-Scale Polygenic Prediction in Admixed Populations Using Local Ancestry via the Group Lasso
The paper introduces "Combine," a scalable group lasso framework that integrates local ancestry dosages with genotype data to significantly enhance polygenic risk prediction accuracy and interpretability in admixed populations, outperforming existing multi-ancestry methods while matching optimized individual-level models.