title: Multiple-trait estimates of genetic parameters for metabolic disease traits, fertility disorders, and their predictors in Canadian Holsteins.
abstract: Producer-recorded health data for metabolic disease traits and fertility disorders on 35,575 Canadian Holstein cows were jointly analyzed with selected indicator traits. Metabolic diseases included clinical ketosis (KET) and displaced abomasum (DA); fertility disorders were metritis (MET) and retained placenta (RP); and disease indicators were fat-to-protein ratio, milk β-hydroxybutyrate, and body condition score (BCS) in the first lactation. Traits in first and later (up to fifth) lactations were treated as correlated in the multiple-trait (13 traits in total) animal linear model. Bayesian methods with Gibbs sampling were implemented for the analysis. Estimates of heritability for disease incidence were low, up to 0.06 for DA in first lactation. Among disease traits, the environmental herd-year variance constituted 4% of the total variance for KET and less for other traits. First- and later-lactation disease traits were genetically correlated (from 0.66 to 0.72) across all traits, indicating different genetic backgrounds for first and later lactations. Genetic correlations between KET and DA were relatively strong and positive (up to 0.79) in both first- and later-lactation cows. Genetic correlations between fertility disorders were slightly lower. Metritis was strongly genetically correlated with both metabolic disease traits in the first lactation only. All other genetic correlations between metabolic and fertility diseases were statistically nonsignificant. First-lactation KET and MET were strongly positively correlated with later-lactation performance for these traits due to the environmental herd-year effect. Indicator traits were moderately genetically correlated (from 0.30 to 0.63 in absolute values) with both metabolic disease traits in the first lactation. Smaller and mostly nonsignificant genetic correlations were among indicators and metabolic diseases in later lactations. The only significant genetic correlations between indicators and fertility disorders were those between BCS and MET in both first and later lactations. Results indicated a limited value of a joint genetic evaluation model for metabolic disease traits and fertility disorders in Canadian Holsteins.
authors.affiliation: Canadian Dairy Network, Guelph, Ontario, Canada, N1K 1E5; Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, Canada, N1G 2W1. Electronic address: jjamrozi@uoguelph.ca.
authors.forename: J
authors.initials: J
authors.lastname: Jamrozik
authors.affiliation: Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, Canada, N1G 2W1.
authors.forename: A
authors.initials: A
authors.lastname: Koeck
authors.affiliation: Canadian Dairy Network, Guelph, Ontario, Canada, N1K 1E5.
authors.forename: G J
authors.initials: GJ
authors.lastname: Kistemaker
authors.affiliation: Canadian Dairy Network, Guelph, Ontario, Canada, N1K 1E5; Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, Canada, N1G 2W1.
authors.forename: F
authors.initials: F
authors.lastname: Miglior
mesh_terms: D020155:3-Hydroxybutyric Acid; D000818:Animals; D001499:Bayes Theorem; D002170:Canada; D002417:Cattle; D002418:Cattle Diseases / Q000235:genetics*; D005260:Female; D005298:Fertility / Q000235:genetics*; D020022:Genetic Predisposition to Disease; D007662:Ketosis / Q000235:genetics / Q000662:veterinary; D007774:Lactation / Q000235:genetics*; D016014:Linear Models; D008659:Metabolic Diseases; D008892:Milk; D010641:Phenotype; D018457:Placenta, Retained / Q000235:genetics / Q000662:veterinary; D011247:Pregnancy
chemical_list: D020155:3-Hydroxybutyric Acid
keywords: fertility disorder; genetic parameter; indicator trait; metabolic disease