We trained AnnoPred using publicly accessible GWAS summary statistics and evaluated risk prediction performance using individual-level genotype and phenotype data from cohorts independent from the training samples. Only SNPs shared between training and testing datasets were kept in our analyses. Details for each training and testing dataset are provided in S1 Text and S8 Table.