| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
|
|
|
|||||||
|
|||||||||
,1
* Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, PO Box 5003, N-1432 Ås, Norway
Geno Breeding and A. I. Association, PO Box 5003, N-1432 Ås, Norway
Department of Dairy Science, University of Wisconsin, Madison 53706
1 Corresponding author: bjorg.heringstad{at}umb.no
The objective of this study was to infer genetic parameters and genetic change for number of clinical mastitis cases (NCM) and number of services to conception (STC) in first-lactation Norwegian Red (NRF) cows. Records on 620,492 daughters of 3,064 NRF sires, with first calving from 1980 through 2004, were analyzed with a bivariate threshold liability model that takes censoring into account. Posterior mean (SD) of heritability of liability was 0.08 (0.004) for NCM and 0.03 (0.002) for STC. The mean (SD) of the posterior distribution of the genetic correlation between the 2 traits was 0.21 (0.04). Posterior means of the correlation between herd-5-yr effects, and between residuals for NCM and STC were 0.17 and 0.05, respectively. To evaluate effects of taking censoring into account, the data were also analyzed with a bivariate ordered threshold model ignoring censoring. The genetic correlation between NCM and STC was lower than in the censored threshold model (0.09 vs. 0.21). Heritability of liability to NCM and STC from this model was also slightly lower, whereas the point estimates of herd-5-yr and residual correlations were 0.15, and –0.01, respectively. These results suggest that genetic (co)variance may be understated in models ignoring censoring. For comparison purposes, the data were analyzed with a bivariate linear sire model and standard REML-BLUP procedures. The correlation (rank correlation) between sire evaluations from the censored threshold model and sire predicted transmitting abilities from the linear model was 0.90 (0.90) for NCM and 0.87 (0.86) for STC. The evolution of average sire posterior means by birth year of daughters was used to assess genetic change, and results indicated genetic reduction (i.e., genetic improvement) of NCM and little or no genetic change for STC in the NRF population.
Key Words: clinical mastitis • censoring • female fertility • threshold model
This article has been cited by other articles:
|
|
 |
|
  R. L. Bamber, G. E. Shook, M. C. Wiltbank, J. E. P. Santos, and P. M. Fricke Genetic parameters for anovulation and pregnancy loss in dairy cattle J Dairy Sci, November 1, 2009; 92(11): 5739 - 5753. [Abstract] [Full Text] [PDF]
|
|
|
|
|
|
A. I. Vazquez, K. A. Weigel, D. Gianola, D. M. Bates, M. A. Perez-Cabal, G. J. M. Rosa, and Y. M. Chang Poisson versus threshold models for genetic analysis of clinical mastitis in US Holsteins J Dairy Sci, October 1, 2009; 92(10): 5239 - 5247. [Abstract] [Full Text] [PDF]
|
|
|
|
|
|
J. E. Vallimont, C. D. Dechow, C. G. Sattler, and J. S. Clay Heritability estimates associated with alternative definitions of mastitis and correlations with somatic cell score and yield J Dairy Sci, July 1, 2009; 92(7): 3402 - 3410. [Abstract] [Full Text] [PDF]
|
|
|
|
|
|
B. Heringstad, X.-L. Wu, and D. Gianola Inferring relationships between health and fertility in Norwegian Red cows using recursive models J Dairy Sci, April 1, 2009; 92(4): 1778 - 1784. [Abstract] [Full Text] [PDF]
|
|
|
|
|
|
B. Heringstad, I. M. Andersen-Ranberg, Y. M. Chang, and D. Gianola Short communication: Genetic analysis of nonreturn rate and mastitis in first-lactation Norwegian Red cows. J Dairy Sci, November 1, 2006; 89(11): 4420 - 4423. [Abstract] [Full Text] [PDF]
|
|
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
