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Nordisk Avlsværdivurdering Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K. Johansson 1 , S. Eriksson 4 , J. Pösö 2 , U. Sander Nielsen 3 and G. Pedersen Aamand 5
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Page 1: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk AvlsværdivurderingNordisk Avlsværdivurdering

Predictive ability of different models for clinical mastitis in joint genetic

evaluation for Sweden, Denmark and Finland

K. Johansson1, S. Eriksson4, J. Pösö2, U. Sander Nielsen3 and G. Pedersen Aamand5

Page 2: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Udder health

• A part of robustness

• Important for – Animal Welfare– Economy – Labour

Page 3: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Udder health selection

Which traits h2

• Clinical mastitis (CM) 0.03

• Somatic cellcount (SCC) 0.12

• Udder conformation (UC) 0.30

Page 4: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Aim

Study predictive ability for different multiple trait alternatives

Data

Red Dairy Cattle (DNK, FIN, SWE)

Procedure

Divide data in early and late part,

estimate correlations

Page 5: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Procedure

• Calculate sire breeding values from different models in early data

• Correlate with CM daughter group means or sire breeding values from late data

• Cows with data in the early dataset was abandoned in the

late data

Early EBV Late CM-means or EBVs

1984 2002 2003 2006

Page 6: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Proven bulls

Early data

• First daughter group

~100 daughters

Late data

• Second daughter group

~1400 daughters

Born 1992-1995

Page 7: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Young bulls

Early data

• Pedigree information

Late data

• First daughter group• ~100 daughters

Born 1997-2000

Page 8: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Traits

Traits period h2 Index w.

CM11 -15 to 50 0.03 0.25

CM12 51 to 300 0.02 0.25

CM2 -15 to 150 0.03 0.3

CM3 -15 to 150 0.03 0.2

SCC1 5 to 150 0.14

SCC2 5 to 150 0.13

SCC3 5 to 150 0.11

U. attach. 1st lact. 0.24

U. depth 1st lact. 0.36

Page 9: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Genetic correlations for indicator traits

CM - SCC 0.55 - 0.65

CM – Udder conformation -0.35 - -0.55

Page 10: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

selection

bull sire

Information on bull sires at different stages of selection

CM11 CM12 CM2 CM3

SCC1 SCC2 SCC3

UC

selection newborn bull calves

Selection

young bulls

Page 11: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Correlations between EBVs from early data and daughter group means from late data.

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

CM- SCC-UC

CM-SCC CM-UC CM SCC- UC SCC UC

means proven bulls

means young bulls

Page 12: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Correlations between EBVs from early data and daughter group means from late data.

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

CM- SCC-UC

CM-SCC CM-UC CM SCC- UC SCC UC

means proven bulls

means young bulls

Page 13: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Correlations between EBVs from early data and daughter group means from late data.

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

CM-SCC- UC

CM-SCC CM-UC CM SCC- UC SCC UC

means proven bulls

means young bulls

Page 14: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Correlations between EBVs from early data and daughter group means from late data.

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

CM-SCC- UC

CM-SCC CM-UC CM SCC- UC SCC UC

means proven bulls

means young bulls

Page 15: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Correlations between EBVs from early data and EBVs from late data

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

0,8

CM-SCC-UC

CM-SCC CM-UC CM SCC-UC SCC UC

ebv proven bulls

ebv young bulls

Page 16: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Summing up

-Prediction of clinical mastitis is improved by

•Inclusion of CM records

•Inclusion of SCC or UC records together with CM records

Page 17: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Summing up-UC is important

•In young bull selection

•In first stage of bull sire selection

Page 18: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

selection

bull sire

Information on bull sires at different stages of selection

M11 M12 M2 M3

SCC1 SCC2 SCC3

UC

selection newborn bull calves

Selection

young bulls

Page 19: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Summing up-UC is important

•In young bull selection

•In first stage of bull sire selection

Page 20: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Summing up-UC is important

-Both proven bull and young bull information can be used when evaluating models

•In young bull selection

•In first stage of bull sire selection

Page 21: Nordisk Avlsværdivurdering Predictive ability of different models for clinical mastitis in joint genetic evaluation for Sweden, Denmark and Finland K.

Nordisk Avlsværdivurdering

Thank You!


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