Table 1 Summary of single-trait genome-wide studies (GWAS) results for raw traits, principal components (PCs) and Choleskey transformed traits (CTs).
Raw traits | Full names | trait type | 1SNPs | h2 | se | PC | Eigenvalues | Vp2 | 1SNPs | h2 | se | CT | 1SNPs | h2 | se |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
01.Prot | protein yield | production | 119 | 0.86 | 0.02 | PC1 | 6.355 | 0.254 | 5 | 0.67 | 0.03 | 01.Prot | 119 | 0.86 | 0.02 |
02.Fat | fat yield | production | 178 | 0.82 | 0.02 | PC2 | 2.504 | 0.100 | 3 | 0.61 | 0.03 | 02.Fat | 408 | 0.85 | 0.02 |
03.Milk | milk yield | production | 230 | 0.86 | 0.02 | PC3 | 2.123 | 0.085 | 21 | 0.53 | 0.03 | 03.Milk | 344 | 0.90 | 0.01 |
04.SCC | somatic cell count | production | 8 | 0.82 | 0.02 | PC4 | 1.758 | 0.070 | 26 | 0.65 | 0.03 | 04.SCC | 8 | 0.82 | 0.02 |
05.SurvDi | survival | reproduction | 27 | 0.53 | 0.03 | PC5 | 1.459 | 0.058 | 3 | 0.55 | 0.03 | 05.SurvDi | 14 | 0.45 | 0.03 |
06.Fert | fertility | reproduction | 31 | 0.54 | 0.03 | PC6 | 1.145 | 0.046 | 25 | 0.56 | 0.04 | 06.Fert | 6 | 0.43 | 0.03 |
07.Temp | temperament | management | 6 | 0.50 | 0.03 | PC7 | 1.004 | 0.040 | 9 | 0.49 | 0.03 | 07.Temp | 49 | 0.47 | 0.03 |
08.MSpeed | milking speed | management | 13 | 0.57 | 0.03 | PC8 | 0.910 | 0.036 | 28 | 0.57 | 0.03 | 08.MSpeed | 10 | 0.54 | 0.03 |
09.Stat | stature | linear type | 19 | 0.64 | 0.03 | PC9 | 0.881 | 0.035 | 6 | 0.57 | 0.04 | 09.Stat | 25 | 0.63 | 0.03 |
10.Like | likeability | management | 4 | 0.48 | 0.03 | PC10 | 0.809 | 0.032 | 44 | 0.57 | 0.03 | 10.Like | 1 | 0.16 | 0.03 |
11.Angul | angularity | linear type | 1 | 0.37 | 0.04 | PC11 | 0.741 | 0.030 | 14 | 0.43 | 0.04 | 11.Angul | 1 | 0.24 | 0.03 |
11.Bone | bone quality | linear type | 6 | 0.49 | 0.03 | PC12 | 0.718 | 0.029 | 8 | 0.52 | 0.03 | 11.Bone | 5 | 0.41 | 0.04 |
11.CentL | central ligament | linear type | 5 | 0.47 | 0.03 | PC13 | 0.611 | 0.024 | 43 | 0.41 | 0.04 | 11.CentL | 6 | 0.36 | 0.04 |
11.ChestW | chest width | linear type | 9 | 0.49 | 0.03 | PC14 | 0.584 | 0.023 | 1 | 0.52 | 0.03 | 11.ChestW | 15 | 0.36 | 0.03 |
11.ForeA | fore attachment | linear type | 3 | 0.47 | 0.04 | PC15 | 0.486 | 0.019 | 42 | 0.44 | 0.04 | 11.ForeA | 2 | 0.36 | 0.04 |
11.MuzW | muzzle width | linear type | 16 | 0.43 | 0.03 | PC16 | 0.444 | 0.018 | 6 | 0.38 | 0.03 | 11.MuzW | 7 | 0.33 | 0.03 |
11.PinSet | pin set | linear type | 12 | 0.62 | 0.03 | PC17 | 0.437 | 0.017 | 42 | 0.37 | 0.03 | 11.PinSet | 14 | 0.58 | 0.04 |
11.PinW | pin width | linear type | 9 | 0.56 | 0.03 | PC18 | 0.416 | 0.017 | 241 | 0.53 | 0.03 | 11.PinW | 5 | 0.48 | 0.03 |
11.RSet | rear legs set | linear type | 15 | 0.35 | 0.04 | PC19 | 0.356 | 0.014 | 129 | 0.31 | 0.03 | 11.RSet | 4 | 0.33 | 0.03 |
11.RearAH | rear attachment height | linear type | 12 | 0.62 | 0.03 | PC20 | 0.330 | 0.013 | 3 | 0.22 | 0.03 | 11.RearAH | 4 | 0.47 | 0.04 |
11.RearAW | rear attachment width | linear type | 12 | 0.51 | 0.03 | PC21 | 0.272 | 0.011 | 6 | 0.27 | 0.03 | 11.RearAW | 1 | 0.37 | 0.04 |
11.TeatPF | front teat placement | linear type | 1 | 0.69 | 0.03 | PC22 | 0.252 | 0.010 | 2 | 0.09 | 0.03 | 11.TeatPF | 4 | 0.57 | 0.03 |
11.UdTex | udder texture | linear type | 4 | 0.41 | 0.03 | PC23 | 0.195 | 0.008 | 3 | 0.12 | 0.03 | 11.UdTex | 0 | 0.08 | 0.03 |
24.OType | overall type | linear type | 5 | 0.49 | 0.03 | PC24 | 0.140 | 0.006 | 44 | 0.35 | 0.03 | 24.OType | 5 | 0.16 | 0.03 |
25.Mamm | mammary system | linear type | 7 | 0.50 | 0.03 | PC25 | 0.070 | 0.003 | 153 | 0.77 | 0.02 | 25.Mamm | 13 | 0.31 | 0.03 |