|
|
||||||||
1 Department of Dairy and Animal Science, The Pennsylvania State University, 324 Henning Building, University Park, PA 16802
2 Dairy Record Management Systems, 313 Chapanoke Rd. Suite 100, Raleigh, NC 27603
The objectives of this study were to estimate the heritability of body condition scores (BCS) from producer and consultant-recorded data and to describe the genetic and phenotypic relationships among BCS, production traits, and reproductive performance. Body condition scores were available at calving, postpartum, first service, pregnancy check, before dry off, and at dry off from the Dairy Records Management Systems in Raleigh, NC, through the PCDART program. Heritabilities, genetic correlations, and phenotypic correlations were estimated assuming an animal model using average information REML. Herd-year-season effects and age at calving were included in all models. Prior calving interval was included in models for second and third lactations. Analyses that included reproductive traits were conducted with and without mature equivalent milk as a covariable. Heritability estimates for BCS ranged from 0.09 at dry-off to 0.15 at postpartum in first lactation. Heritability estimates ranged from 0.07 before dry-off to 0.20 at pregnancy check in second lactation and from 0.08 before dry-off to 0.19 at first service in third lactation. Genetic correlations between adjacent BCS within first lactation were greater than 0.96 with the exception of calving and postpartum (0.74). In second lactation, adjacent genetic correlations were 1.0 with the exception of calving and postpartum (0.84). Genetic correlations across lactations were greater than 0.77. Phenotypic correlations between scoring periods were highest for adjacent scoring periods and when BCS was lowest. Phenotypic correlations were lower than genetic correlations, i.e., less than 0.70. Higher BCS during the lactation were negatively related to production, both genetically and phenotypically, but the relationship was moderate. Higher BCS were favorably related genetically to reproductive performance during the lactation.
Key Words: body condition score heritability production reproduction
Submitted on April 29, 2000
Accepted on September 3, 2000
This article has been cited by other articles:
![]() |
J. R. Roche, N. C. Friggens, J. K. Kay, M. W. Fisher, K. J. Stafford, and D. P. Berry Invited review: Body condition score and its association with dairy cow productivity, health, and welfare J Dairy Sci, December 1, 2009; 92(12): 5769 - 5801. [Abstract] [Full Text] [PDF] |
||||
![]() |
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] |
||||
![]() |
G. Oikonomou, G. Arsenos, G. E. Valergakis, A. Tsiaras, D. Zygoyiannis, and G. Banos Genetic Relationship of Body Energy and Blood Metabolites with Reproduction in Holstein Cows J Dairy Sci, November 1, 2008; 91(11): 4323 - 4332. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. Walsh, F. Buckley, K. Pierce, N. Byrne, J. Patton, and P. Dillon Effects of Breed and Feeding System on Milk Production, Body Weight, Body Condition Score, Reproductive Performance, and Postpartum Ovarian Function J Dairy Sci, November 1, 2008; 91(11): 4401 - 4413. [Abstract] [Full Text] [PDF] |
||||
![]() |
B. J. Heins, L. B. Hansen, A. J. Seykora, D. G. Johnson, J. G. Linn, J. E. Romano, and A. R. Hazel Crossbreds of Jersey x Holstein Compared with Pure Holsteins for Production, Fertility, and Body and Udder Measurements During First Lactation J Dairy Sci, March 1, 2008; 91(3): 1270 - 1278. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. Wall, M. P. Coffey, and P. R. Amer A Theoretical Framework for Deriving Direct Economic Values for Body Tissue Mobilization Traits in Dairy Cattle J Dairy Sci, January 1, 2008; 91(1): 343 - 353. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. Gonzalez-Recio, E. Lopez de Maturana, and J. P. Gutierrez Inbreeding Depression on Female Fertility and Calving Ease in Spanish Dairy Cattle J Dairy Sci, December 1, 2007; 90(12): 5744 - 5752. [Abstract] [Full Text] [PDF] |
||||
![]() |
S. McCarthy, D. P. Berry, P. Dillon, M. Rath, and B. Horan Influence of Holstein-Friesian Strain and Feed System on Body Weight and Body Condition Score Lactation Profiles J Dairy Sci, April 1, 2007; 90(4): 1859 - 1869. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Z. Caraviello, K. A. Weigel, M. Craven, D. Gianola, N. B. Cook, K. V. Nordlund, P. M. Fricke, and M. C. Wiltbank Analysis of Reproductive Performance of Lactating Cows on Large Dairy Farms Using Machine Learning Algorithms J Dairy Sci, December 1, 2006; 89(12): 4703 - 4722. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. Gonzalez-Recio, R. Alenda, Y. M. Chang, K. A. Weigel, and D. Gianola Selection for female fertility using censored fertility traits and investigation of the relationship with milk production. J Dairy Sci, November 1, 2006; 89(11): 4438 - 4444. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. M. Andersen-Ranberg, B. Heringstad, D. Gianola, Y. M. Chang, and G. Klemetsdal Comparison Between Bivariate Models for 56-Day Nonreturn and Interval from Calving to First Insemination in Norwegian Red J Dairy Sci, June 1, 2005; 88(6): 2190 - 2198. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. M. Andersen-Ranberg, G. Klemetsdal, B. Heringstad, and T. Steine Heritabilities, Genetic Correlations, and Genetic Change for Female Fertility and Protein Yield in Norwegian Dairy Cattle J Dairy Sci, January 1, 2005; 88(1): 348 - 355. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. D. Dechow, G. W. Rogers, U. Sander-Nielsen, L. Klei, T. J. Lawlor, J. S. Clay, A. E. Freeman, G. Abdel-Azim, A. Kuck, and S. Schnell Correlations Among Body Condition Scores from Various Sources, Dairy Form, and Cow Health from the United States and Denmark J Dairy Sci, October 1, 2004; 87(10): 3526 - 3533. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. D. Dechow, G. W. Rogers, L. Klei, T. J. Lawlor, and P. M. VanRaden Body Condition Scores and Dairy Form Evaluations as Indicators of Days Open in US Holsteins J Dairy Sci, October 1, 2004; 87(10): 3534 - 3541. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. Banos, S. Brotherstone, and M. P. Coffey Evaluation of Body Condition Score Measured Throughout Lactation as an Indicator of Fertility in Dairy Cattle J Dairy Sci, August 1, 2004; 87(8): 2669 - 2676. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. D. Dechow, G. W. Rogers, L. Klei, and T. J. Lawlor Heritability and Correlations for Body Condition Score and Dairy Form Within and Across Lactation and Age J Dairy Sci, March 1, 2004; 87(3): 717 - 728. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. F. Kearney, M. M. Schutz, and P. J. Boettcher Genotype x Environment Interaction for Grazing vs. Confinement. II. Health and Reproduction Traits J Dairy Sci, February 1, 2004; 87(2): 510 - 516. [Abstract] [Full Text] [PDF] |
||||
![]() |
E. Wall, S. Brotherstone, J. A. Woolliams, G. Banos, and M. P. Coffey Genetic Evaluation of Fertility Using Direct and Correlated Traits J Dairy Sci, December 1, 2003; 86(12): 4093 - 4102. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. P. Berry, F. Buckley, P. Dillon, R. D. Evans, M. Rath, and R. F. Veerkamp Genetic Parameters for Body Condition Score, Body Weight, Milk Yield, and Fertility Estimated Using Random Regression Models J Dairy Sci, November 1, 2003; 86(11): 3704 - 3717. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Lassen, M. Hansen, M. K. Sorensen, G. P. Aamand, L. G. Christensen, and P. Madsen Genetic Relationship Between Body Condition Score, Dairy Character, Mastitis, and Diseases Other than Mastitis in First-Parity Danish Holstein Cows J Dairy Sci, November 1, 2003; 86(11): 3730 - 3735. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. P. Berry, F. Buckley, P. Dillon, R. D. Evans, M. Rath, and R. F. Veerkamp Genetic Relationships among Body Condition Score, Body Weight, Milk Yield, and Fertility in Dairy Cows J Dairy Sci, June 1, 2003; 86(6): 2193 - 2204. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. D. Dechow, G. W. Rogers, L. Klei, and T. J. Lawlor Heritabilities and Correlations Among Body Condition Score, Dairy Form and Selected Linear Type Traits J Dairy Sci, June 1, 2003; 86(6): 2236 - 2242. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. D. Dechow, G. W. Rogers, and J. S. Clay Heritability and Correlations Among Body Condition Score Loss, Body Condition Score, Production and Reproductive Performance J Dairy Sci, November 1, 2002; 85(11): 3062 - 3070. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. P. Berry, F. Buckley, P. Dillon, R. D. Evans, M. Rath, and R. F. Veerkamp Genetic Parameters for Level and Change of Body Condition Score and Body Weight in Dairy Cows J Dairy Sci, August 1, 2002; 85(8): 2030 - 2039. [Abstract] [Full Text] [PDF] |
||||
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |