Table 4.
Dataset | h2 = 0.30 | h2 = 0.07 | ||||||
---|---|---|---|---|---|---|---|---|
T = 10 | T = 50 | T = 10 | T = 50 | |||||
SNP-BLUP | MixP | SNP-BLUP | MixP | SNP-BLUP | MixP | SNP-BLUP | MixP | |
45 QTL/Morgan | ||||||||
WGS data | 0.396 (0.017) | 0.482 (0.023) | 0.276 (0.021) | 0.360 (0.030) | 0.270 (0.018) | 0.286 (0.022) | 0.171 (0.023) | 0.197 (0.029) |
data3000 | −0.004 (0.015) | 0.008 (0.016) | 0.000 (0.022) | 0.026 (0.023) | 0.015 (0.016) | 0.015 (0.017) | −0.003 (0.019) | −0.003 (0.018) |
data2000 | 0.001 (0.018) | 0.001 (0.027) | 0.001 (0.017) | −0.002 (0.017) | 0.030 (0.018) | 0.032 (0.018) | −0.003 (0.017) | −0.017 (0.023) |
data1000 | 0.020 (0.019) | 0.009 (0.019) | −0.023 (0.019) | −0.005 (0.020) | −0.013 (0.015) | −0.017 (0.015) | −0.009 (0.014) | −0.005 (0.015) |
data200 | 0.001 (0.013) | −0.010 (0.015) | −0.030 (0.021) | −0.012 (0.017) | 0.002 (0.021) | −0.001 (0.022) | −0.034 (0.021) | −0.044 (0.026) |
132 QTL/Morgan | ||||||||
WGS data | 0.392 (0.021) | 0.403 (0.021) | 0.238 (0.019) | 0.246 (0.019) | 0.209 (0.016) | 0.211 (0.015) | 0.186 (0.018) | 0.186 (0.019) |
data3000 | 0.022 (0.017) | 0.025 (0.017) | 0.049 (0.023) | 0.052 (0.015) | 0.005 (0.016) | 0.005 (0.017) | −0.018 (0.019) | −0.018 (0.019) |
data2000 | 0.013 (0.017) | 0.021 (0.019) | −0.003 (0.017) | −0.004 (0.017) | −0.026 (0.014) | −0.018 (0.012) | 0.001 (0.015) | 0.001 (0.015) |
data1000 | 0.022 (0.017) | 0.028 (0.018) | −0.001 (0.017) | −0.002 (0.017) | 0.009 (0.017) | 0.009 (0.017) | 0.017 (0.018) | 0.019 (0.017) |
data200 | 0.005 (0.017) | 0.003 (0.015) | −0.022 (0.014) | −0.019 (0.015) | 0.002 (0.014) | 0.005 (0.017) | −0.005 (0.017) | −0.005 (0.017) |
Accuracy of prediction was measured as the correlation between simulated true and predicted genetic value in the validation dataset