Performance of different PRS methods on the BCAC-IL cohort
Method | OR per 1SD | Top 10% OR | SNPs (n) |
P+T EUR-LD | 1.43±0.08 | 1.43±0.27 | 1483±502 |
P+T target set LD | 1.39±0.07 | 1.65±0.25 | 8591±5136 |
LDpred2 | 1.31±0.07 | 1.96±0.43 | 740 919±18 |
Lassosum | 1.56±0.09 | 2.1±0.24 | 65 632±16 126 |
Performance of different PRS methods on the BCAC-IL cohort. ORs per 1 SD and top 10% OR were obtained using the nested CV outlined in figure 1. The last column is the average number of SNPs. Shown are means and SEMs over the six holdout sets.
BCAC-IL, BCAC cohort from Israel; CV, cross validation; PRS, polygenic risk score; P+T EUR-LD, pruning and thresholding using European linkage disequilibrium; P+T target set LD, pruning and thresholding using linkage disequilibrium of the target population.