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Table 2 Heritability estimation in scenario 3

From: Impact of QTL minor allele frequency on genomic evaluation using real genotype data and simulated phenotypes in Japanese Black cattle

  

All MAFa

High MAFa

Low MAFa

SNPb

Prediction modelc

Mean

SD

Mean

SD

Mean

SD

7 K

Model (1) with GV

0.28

0.05

0.32

0.05

0.20

0.06

Model (1) with GY

0.30

0.05

0.33

0.05

0.23

0.06

Model (1) with GS

0.30

0.05

0.33

0.05

0.24

0.06

Model (2)

0.30

0.05

0.33

0.05

0.23

0.06

50 K

Model (1) with GV

0.33

0.06

0.38

0.06

0.24

0.06

Model (1) with GY

0.36

0.06

0.39

0.06

0.30

0.06

Model (1) with GS

0.38

0.06

0.40

0.06

0.34

0.07

Model (2)

0.37

0.06

0.39

0.06

0.34

0.06

7K_to_HD

Model (1) with GV

0.34

0.06

0.39

0.06

0.24

0.06

Model (1) with GY

0.37

0.06

0.40

0.06

0.30

0.06

Model (1) with GS

0.41

0.07

0.41

0.07

0.39

0.07

Model (2)

0.39

0.06

0.40

0.06

0.38

0.06

50K_to_HD

Model (1) with GV

0.34

0.06

0.39

0.06

0.25

0.06

Model (1) with GY

0.37

0.06

0.41

0.06

0.30

0.07

Model (1) with GS

0.41

0.07

0.42

0.07

0.40

0.07

Model (2)

0.40

0.06

0.40

0.06

0.40

0.06

HD

Model (1) with GV

0.35

0.06

0.39

0.06

0.25

0.06

Model (1) with GY

0.38

0.06

0.41

0.06

0.31

0.07

Model (1) with GS

0.42

0.07

0.41

0.07

0.40

0.07

Model (2)

0.40

0.06

0.40

0.06

0.41

0.06

  1. aMAF, Minor allele frequency; All MAF, 0.01 ≤ MAF ≤ 0.5; High MAF, 0.05 < MAF ≤ 0.5; Low MAF, 0.01 ≤ MAF ≤ 0.05
  2. b7K, 50 K and HD, Illumina infinium BovineLDv1.1, BovineSNP50v2, and BovineHD BeadChips, respectively; 7 K_to_HD and 50 K_to_HD, Imputations were performed from 7 K and 50 K to HD, respectively
  3. cGV, VanRaden's genome relationship matrix (GRM); GY, Yang's GRM; GS, Speed's GRM