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. 2016 Feb 19;48:15. doi: 10.1186/s12711-016-0193-1

Table 4.

Accuracy of across-population genomic prediction (SE) for a trait with a heritability of 0.30 or 0.07 when populations have diverged for T (10 or 50) generations: population A (reference) and population B (validation) based on SNP-BLUP or MixP using the different datasets

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