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Genetic parameters for stillbirth in Danish Holstein cows using a Bayesian threshold model.
M Hansen1, M S Lund, J Pedersen
1Danish Institute of Agricultural Sciences, Dept. of Animal Breeding and Genetics, Research Centre Foulum, P.O. Box 50, DK-8830 Tjele, Denmark. mxh@lr.dk
Journal of Dairy Science
|June 19, 2004
Summary
Genetic variation for stillbirth in first-calving Holstein cows exists for both direct and maternal effects. These genetic factors can be incorporated into breeding programs to improve calf survival rates.
Area of Science:
- Animal Genetics
- Reproductive Biology
- Dairy Science
Background:
- Stillbirth in dairy cattle, particularly Holstein-Friesian breeds, poses significant economic and welfare challenges.
- Understanding the genetic basis of stillbirth is crucial for developing effective breeding strategies.
Purpose of the Study:
- To infer direct and maternal genetic variation for stillbirth in first-calving Holstein cows.
- To estimate the effects of breed and heterosis on stillbirth in Danish Black and White and Holstein-Friesian cattle.
Main Methods:
- A Bayesian threshold model incorporating correlated genetic effects of sires and maternal grandsires was employed.
- Gibbs sampling was used to obtain marginal posterior distributions of effects.
- Data including and excluding twins were analyzed, with models considering breed and heterosis effects.
Main Results:
- Direct heritability for stillbirth was estimated at 0.10 (0.014), and maternal heritability at 0.13 (0.015).
- The genetic correlation between direct and maternal effects was 0.05 (0.10).
- A tendency for increased stillbirth with a higher proportion of Holstein-Friesian genetics was observed, though not statistically significant for breed or heterosis effects.
Conclusions:
- Significant genetic variation exists for stillbirth at first calving, encompassing both direct and maternal components.
- Both direct and maternal genetic effects should be considered in future dairy cattle breeding programs to reduce stillbirth rates.