Notes
Slide Show
Outline
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Genetic Evaluation of Calving Traits in US Holsteins
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Introduction
  • National evaluations were introduced for Holstein calving ease (CE) in August 2002 and for stillbirth (SB) in August 2006.
  • A calving ability index (CA$) which includes SB and calving ease (CE) was developed.
  • Relationships among calving traits and other diseases are being studied.
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Why the concern?
  • Calving difficulty and stillbirth are expensive (Dematawewa and Berger, 1997; Meyer et al., 2001)
  • There is concern that rates of dystocia and stillbirth are increasing
  • Lactations initiated with dystocia have higher risks for other diseases (Cole et al., unpublished data).
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How do the evaluations work?
  • Funded by the National Association of Animal Breeders
  • Data are collected from multiple sources:
    • Pedigree from breed associations
    • Calving data from DRPC
  • Evaluated using a sire-maternal grandsire threshold model


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Calving ease definition
  • Reported on a five-point scale:
  • 1 = No problem
  • 2 = Slight problem
  • 3 = Needed assistance
  • 4 = Considerable force
  • 5 = Extreme difficulty
  • Scores of 4 and 5 are combined


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Stillbirth definition
  • Reported on a three-point scale:





  • Scores of 2 and 3 are combined
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Distribution of SB and CE Scores
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Stillbirth records by lactation
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Data and edits
  • 7 million SB records were available for Holstein cows calving since 1980
  • Herds needed ≥10 calving records with SB scores of 2 or 3 for inclusion
  • Herd-years were required to include ≥20 records
  • Only single births were used (no twins)


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Sire-MGS threshold model
  • Implemented for calving ease (Aug 2002) and stillbirth (Aug 2006)
  • Sire effects allow for corrective matings in heifers to avoid large calves
  • MGS effects control against selection for small animals which would have difficulty calving
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Genetic evaluation model
  • A sire-maternal grandsire (MGS) threshold model was used:
    • Fixed: year-season, parity-sex, sire and MGS birth year
    • Random: herd-year, sire, MGS
  • (Co)variance components were estimated by Gibbs sampling
    • Heritabilities are 3.0% (direct) and 6.5% (MGS)
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Trait definition
  • PTA are expressed as the expected percentage of stillbirths
    • Direct SB measures the effect of the calf itself
    • Maternal SB measures the effect of a particular cow (daughter)
  • A base of 8% was used for both traits:
    • Direct: bulls born 1996–2000
    • Maternal: bulls born 1991–1995
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Phenotypic trend for stillbirths
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Genetic trend for stillbirths
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Distribution of PTA
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Distribution of reliabilities
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Dystocia and stillbirth
  • Meyer et al. (2001) make a strong argument for the inclusion of dystocia in models for SB
  • Difficulty of interpretation - formidable educational challenge
  • Interbull trait harmonization - none of the March 2006 test run participants included dystocia in their models
  • Changes in sire and MGS solutions on the underlying scale between models were small
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Evaluation conclusions
  • Reliabilities for SB averaged 45% versus 60% for CE
  • Phenotypic and genetic trends from 1980 to 2005 were both small
  • An industry-wide effort is currently underway to improve recording of calf livability
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Index data
  • Same initial dataset as BV estimation
  • Calvings with unknown MGS were eliminated for VCE
  • Records with sire and MGS among the 2,600 most-frequently appearing bulls were selected
  • 2,083,979 calving records from 5,765 herds and 33,304 herd-years
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Sampling
  • Six datasets of ~250,000 records each were created by randomly sampling herd codes without replacement
  • Datasets ranged from 239,192 to 286,794 observations, and all averaged 7% stillbirths
  • A common pedigree file was used to facilitate comparisons between sire and MGS solutions
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Heritabilities
  • Calving Ease (Direct) 8.6%
  • Calving Ease (MGS) 3.6%


  • Stillbirth (Direct) 3.0%
  • Stillbirth (MGS) 6.5%
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Genetic correlations among SB and CE
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Economic assumptions
  • Newborn calf value



  • Expenses per difficult birth (CE ≥4)
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Calving Ability index
  • CA$ has a genetic correlation of 0.85 with the combined direct and maternal CE values in 2003 NM$ and 0.77 with maternal CE in TPI
  • Calving traits receive 6% of the total emphasis in NM$ (August 2006 revision)


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Breeds other than Holstein
  • Brown Swiss economic values are   −6 for SCE and −8 for DCE
    • Separate SB evaluations are not available
    • CE values include the correlated response in SB
  • Other breeds will be assigned CA$ of 0
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Health and calving traits
  • Health event data from on-farm computer systems
  • Events arranged in putative causal order by DIM at first occurrence
  • Path analysis to determine associations among disorders
  • Significant associations shown in following tables (P < 0.05)
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Health and dystocia
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Health and stillbirth
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Conclusions
  • A routine evaluation for stillbirth in US Holsteins was implemented in August 2006
  • Direct and maternal stillbirth were included in NM$ for Holsteins starting in August 2006
  • The US participates in routine Interbull evaluations that began in November 2006
  • Calving problems increase lifetime health care costs and decrease profitability
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Acknowledgments
  • Jeff Berger, Iowa State University
  • John Clay, Dairy Records Management Systems
  • Ignacy Misztal and Shogo Tsuruta, University of Georgia
  • National Association of Animal Breeders