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Table 2 Variance components for different traits estimated on four marker panels, based on GBLUP and BayesR

From: Genomic prediction based on selective linkage disequilibrium pruning of low-coverage whole-genome sequence variants in a pure Duroc population

Trait

Marker panel

Number of markers

Vg (se)

Ve (se)

Heritability (se)

   

GBLUP

BayesR

GBLUP

BayesR

GBLUP

BayesR

AGE

CC 80k

55,216

9.89 (2.30)

11.97 (3.27)

68.37 (2.58)

58.38 (3.22)

0.13 (0.03)

0.17 (0.03)

CC 50k

36,851

9.87 (2.33)

10.20 (3.43)

68.51 (2.57)

59.92 (3.24)

0.13 (0.03)

0.15 (0.03)

GBS

89,012

9.30 (2.22)

10.13 (3.29)

68.82 (2.57)

59.84 (3.46)

0.12 (0.03)

0.15 (0.04)

LCS

10,109,688

9.92 (2.31)

11.42 (3.86)

68.32 (2.58)

58.59 (4.03)

0.13 (0.03)

0.16 (0.04)

BF

CC 80k

55,216

1.31 (0.17)

1.43 (0.17)

2.63 (0.12)

2.54 (0.13)

0.33 (0.03)

0.36 (0.03)

CC 50k

36,851

1.29 (0.17)

1.37 (0.18)

2.67 (0.11)

2.60 (0.13)

0.33 (0.03)

0.34 (0.03)

GBS

89,012

1.25 (0.16)

1.37 (0.17)

2.66 (0.11)

2.57 (0.13)

0.32 (0.03)

0.35 (0.03)

LCS

10,109,688

1.28 (0.17)

1.43 (0.19)

2.64 (0.11)

2.53 (0.13)

0.33 (0.03)

0.36 (0.04)

TTN

CC 80k

55,216

0.31 (0.04)

0.29 (0.05)

0.81 (0.03)

0.81 (0.03)

0.27 (0.03)

0.26 (0.03)

CC 50k

36,851

0.32 (0.04)

0.27 (0.05)

0.80 (0.03)

0.82 (0.03)

0.28 (0.03)

0.25 (0.04)

GBS

89,012

0.29 (0.04)

0.29 (0.05)

0.82 (0.03)

0.80 (0.03)

0.26 (0.03)

0.26 (0.03)

LCS

10,109,688

0.29 (0.04)

0.29 (0.05)

0.82 (0.03)

0.81 (0.04)

0.26 (0.03)

0.27 (0.04)

  1. AGE age to 100 kg live weight, BF back fat thickness, TTN total teat number, CC 80k commercial chip 80K, CC commercial chips 50K, GBS genotyping-by-sequencing, LCS low-coverage sequencing