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2007 J.B. Cole Animal Improvement Programs Laboratory Agricultural Research Service, USDA, Beltsville, MD john.cole@ars.usda.gov@ars.usda.gov Genetic Evaluation of Calving Traits in US Holsteins
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LSU 2007 – Animal Sciences Seminar (2) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (3) Cole 2007 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and stillbirth are increasing Lactations initiated with dystocia have higher risks for other diseases (Cole et al., unpublished data).
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LSU 2007 – Animal Sciences Seminar (4) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (5) Cole 2007 Threshold model Scores assumed to be observations on a continuous underlying scale Thresholds relate scores to underlying scale: Allows for differences in amount of change between consecutive scores Observed scores Underlying scale 51 1 2345
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LSU 2007 – Animal Sciences Seminar (6) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (7) Cole 2007 Stillbirth definition Reported on a three-point scale: Scores of 2 and 3 are combined 1 = calf born alive, 2 = calf born dead, 3 = calf died within 48 h of parturition.
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LSU 2007 – Animal Sciences Seminar (8) Cole 2007 Distribution of SB and CE Scores 7,484,309 29,320348,6775,348,0291,758,283 Total 96,087 1,27232,19638,92923,690 5 207,242 1,74037,851108,03759,614 4 633,029 3,35370,522375,203183,951 3 738,853 2,53749,858482,720203,738 2 5,809,09820,418158,2504,343,1401,287,290 1 Total3210 Calving Ease Score Stillbirth Score
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LSU 2007 – Animal Sciences Seminar (9) Cole 2007 Stillbirth records by lactation
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LSU 2007 – Animal Sciences Seminar (10) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (11) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (12) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (13) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (14) Cole 2007 Phenotypic trend for stillbirths
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LSU 2007 – Animal Sciences Seminar (15) Cole 2007 Genetic trend for stillbirths
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LSU 2007 – Animal Sciences Seminar (16) Cole 2007 Distribution of PTA
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LSU 2007 – Animal Sciences Seminar (17) Cole 2007 Distribution of reliabilities
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LSU 2007 – Animal Sciences Seminar (18) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (19) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (20) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (21) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (22) Cole 2007 Heritabilities Calving Ease (Direct)8.6% Calving Ease (MGS)3.6% Stillbirth (Direct)3.0% Stillbirth (MGS)6.5%
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LSU 2007 – Animal Sciences Seminar (23) Cole 2007 Genetic correlations among SB and CE Trait CESB DirectMaternalDirectMaternal CE Direct1.000.460.670.25 Maternal1.000.290.63 SB Direct1.000.28 Maternal1.00
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LSU 2007 – Animal Sciences Seminar (24) Cole 2007 Economic assumptions Newborn calf value Expenses per difficult birth (CE ≥4) $450 for females $150 for males $75 labor and veterinary $100 reduced milk yield $75 reduced fertility and longevity 1.5% chance of cow death ($1800)
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LSU 2007 – Animal Sciences Seminar (25) Cole 2007 Calving Ability index CA$ 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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LSU 2007 – Animal Sciences Seminar (26) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (27) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (28) Cole 2007 Health and dystocia DisorderDIMOdds Ratio Stillbirth139.0 Retained placenta13.8 Mastitis (0—30 d)62.3 Ketosis113.1 Metritis163.9 Reproductive322.3 Displaced abomasum292.2 Respiratory443.0
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LSU 2007 – Animal Sciences Seminar (29) Cole 2007 Health and stillbirth DisorderDIMOdds Ratio Retained placenta12.8 Mastitis (0—30 d)62.4 Metritis162.1 Displaced abomasum302.3 Reproductive323.4 Digestive522.8
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LSU 2007 – Animal Sciences Seminar (30) Cole 2007 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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LSU 2007 – Animal Sciences Seminar (31) Cole 2007 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
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