Table 2. Estimates of accuracy for genomic evaluation and individual GEBV across imputation scenarios.
Trait | Scenarioa | Imputation Accuracyb | rEBV, GEBVc | rEBVd | HPDe | ||
---|---|---|---|---|---|---|---|
BF | 1 | (1, 1) | 0.68101 | 0.8510 | 0.7998 | 0.6852 | [0.5395, 0.8211] |
2 | (1, 0.95) | 0.67951 | 0.7981 | 0.6861 | [0.5467, 0.8164] | ||
3 | (0.88, 0.88) | 0.65982 | 0.7749 | 0.7014 | [0.5727, 0.8267] | ||
4f | (1,1) | 0.7210 | 0.8405 | 0.8560 | [0.8174, 0.8768] | ||
D250 | 1 | (1, 1) | 0.66031 | 0.8020 | 0.8229 | 0.6575 | [0.5073, 0.7948] |
2 | (1, 0.95) | 0.65551,2 | 0.8170 | 0.6585 | [0.5187, 0.7962] | ||
3 | (0.88, 0.88) | 0.64632 | 0.8054 | 0.6750 | [0.5345, 0.7985] | ||
4f | (1,1) | 0.5354 | 0.6550 | 0.8438 | [0.8048, 0.8704] | ||
LEA | 1 | (1, 1) | 0.65161 | 0.8529 | 0.7639 | 0.6859 | [0.5386, 0.8325] |
2 | (1, 0.95) | 0.64911 | 0.7610 | 0.6868 | [0.5377, 0.8214] | ||
3 | (0.88, 0.88) | 0.63642 | 0.7461 | 0.7040 | [0.5667, 0.8330] | ||
4f | (1,1) | 0.7165 | 0.8201 | 0.8549 | [0.8223, 0.8787] |
GEBV, genomic breeding value; EBV, estimated breeding values; HPD, highest posterior density; BF, backfat thickness; D250, number of days to 250 lb; LEA, loin muscle area.
Scenarios 1: all observed genotypes, 2: genotypes in prediction animals imputed with large reference haplotype panel (~1800), 3: genotypes in prediction animals imputed with small haplotype reference panel (128), and 4: validation animals with at least one close relative in the reference panel.
Accuracy of genotype imputation R2 for training and validation animals: .
Tukey honest significant difference post-hoc comparison of accuracy of genomic evaluation across imputation scenarios.
Average accuracy of EBV in the validation panel.
95% HPD interval of GEBV accuracy across validation animals.
Scenario with young animals in the validation panel that almost all have at least one close relative in the training panel.
1,2Means with different superscript differ significantly according to Tukey post-hoc tests with α = 0.05.