From: PRED-LD: efficient imputation of GWAS summary statistics
Filter | Tool | Imputed SNPs | \(R^{2}\)(z) | \(\left( {R^{2} - \log_{10} \left( p \right)} \right)\) | Imputation percentage in masked SNPs (%) | Time |
---|---|---|---|---|---|---|
\(R^{2}\) > 0.5 (DIST, SSIMP) and \(r^{2}\) > 0.5 (PRED-LD) | DIST | 314,074 | 0.661 | 0.539 | 61.30 | 76 m 15 s |
SSIMP | 310,107 | 0.858 | 0.760 | 54.84 | 428Â m 9Â s | |
PRED-LD | 338,803 | 0.817 | 0.728 | 49.90 | 20Â m 12Â s | |
Same number of imputed SNPs of PRED-LD | DIST | 338,803 | 0.765 | 0.628 | 52.69 | 76Â m 15Â s |
SSIMP | 0.879 | 0.808 | 53.86 | 428Â m 9Â s | ||
PRED-LD | 0.817 | 0.728 | 49.90 | 20Â m 12Â s | ||
Common SNPs (DIST-SSIMP-PRED-LD) | DIST | 158,650 | 0.785 | 0.666 | 46.13 | 76Â m 15Â s |
SSIMP | 0.837 | 0.737 | 428Â m 9Â s | |||
PRED-LD | 0.816 | 0.725 | 20Â m 12Â s | |||
Common SNPs (DIST-PRED-LD) | DIST | 162,354 | 0.787 | 0.666 | 46.47 | 76Â m 15Â s |
PRED-LD | 0.816 | 0.725 | 20Â m 12Â s | |||
Common SNPs (SSIMP-PRED-LD) | SSIMP | 219,732 | 0.837 | 0.739 | 49.39 | 428Â m 9Â s |
PRED-LD | 0.817 | 0.727 | 20Â m 12Â s |