Table 1 Summary of single-trait genome-wide studies (GWAS) results for raw traits, principal components (PCs) and Choleskey transformed traits (CTs).

From: Genome-wide comparative analyses of correlated and uncorrelated phenotypes identify major pleiotropic variants in dairy cattle

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

  1. 1The number of SNPs with single-trait GWAS P < 1 × 10−5. 2Total phenotypic variances explained by each principal component.