The objective of this study was to estimate genetic variability of Mycobacterium avium ssp. paratuberculosis infection in US Holsteins. Blood and fecal samples were collected primarily from daughters of 12 bulls in their second or third lactation. Routine disease testing of the sires documented that they were not infected. Herds without a "suspect" or positive ELISA (sample/positive ratio >= 0.10) or positive fecal culture test were deleted from the data set. The remaining 4,603 cows from 238 herds and 46 sires were used to estimate heritability of M. paratuberculosis infection. Heritability was estimated with 3 Johne's disease diagnostic tests: 1) fecal culture alone, 2) serum antibody ELISA alone, and 3) both tests (combined) with a positive animal defined as all animals with either a positive fecal culture or ELISA test. Four statistical models were used to estimate heritability: 1) linear (ELISA), 2) threshold ( fecal culture and combined), 3) ordered threshold (ELISA), and 4) bivariate linear-threshold (ELISA-fecal culture). A sire model and Bayesian approach using Markov chain Monte Carlo methods were used in each case. Heritability of infection based on the fecal culture test was 0.153 [posterior standard deviation (PSD) = 0.115]. Heritability with the ELISA was 0.159 (PSD = 0.090) with a linear model and 0.091 (PSD = 0.053) with an ordered threshold model. Heritability of the combined tests was 0.102 (PSD = 0.066). Heritability estimates of fecal culture and ELISA with the bivariate model varied slightly from estimates obtained with the univariate models (0.125 and 0.183, respectively), with a corresponding increase in precision (PSD = 0.096 and 0.082, respectively). This study demonstrates that exploitable genetic variation exists in dairy cattle for M. paratuberculosis infection susceptibility.
机构:
Univ Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USAUniv Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Kirkpatrick, B. W.
Cooke, M. E.
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Univ Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Michigan State Univ, Dept Anim Sci, 474 S Shaw Ln, E Lansing, MI 48824 USAUniv Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Cooke, M. E.
Frie, M.
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机构:Univ Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Frie, M.
Sporer, K. R. B.
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Michigan State Univ, Dept Anim Sci, 474 S Shaw Ln, E Lansing, MI 48824 USAUniv Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Sporer, K. R. B.
Lett, B.
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Univ Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USAUniv Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Lett, B.
Wells, S. J.
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机构:Univ Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
Wells, S. J.
Coussens, M.
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Michigan State Univ, Dept Anim Sci, 474 S Shaw Ln, E Lansing, MI 48824 USAUniv Wisconsin Madison, Dept Anim & Dairy Sci, 1675 Observ Dr, Madison, WI 53706 USA
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Univ British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, CanadaUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Bach, Eviatar
Raizman, Eran A.
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Food & Agr Org United Nations, Viale Terme Caracalla, I-00153 Rome, ItalyUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Raizman, Eran A.
Vanderwal, Rich
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Abbotsford Vet Clin, Abbotsford, BC, CanadaUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Vanderwal, Rich
Soto, Paolete
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Abbotsford Vet Clin, Abbotsford, BC, CanadaUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Soto, Paolete
Chaffer, Marcelo
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Univ Prince Edward Isl, Atlantic Vet Coll, Dept Hlth Management, Charlottetown, PE, CanadaUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Chaffer, Marcelo
Keefe, Greg
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Univ Prince Edward Isl, Atlantic Vet Coll, Dept Hlth Management, Charlottetown, PE, CanadaUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Keefe, Greg
Pogranichniy, Roman
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Indiana Anim Dis Diagnost Lab, W Lafayette, IN USAUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
Pogranichniy, Roman
Bach, Horacio
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Univ British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, CanadaUniv British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada