title: Genetic relationships of clinical mastitis, cystic ovaries, and lameness with milk yield and somatic cell score in first-lactation Canadian Holsteins.
abstract: The objective of this study was to investigate the genetic relationships of the 3 most frequently reported dairy cattle diseases (clinical mastitis, cystic ovaries, and lameness) with test-day milk yield and somatic cell score (SCS) in first-lactation Canadian Holstein cows using random regression models. Health data recorded by producers were available from the National Dairy Cattle Health System in Canada. Disease traits were defined as binary traits (0=healthy, 1=affected) based on whether or not the cow had at least one disease case recorded within 305 d after calving. Mean frequencies of clinical mastitis, cystic ovaries, and lameness were 12.7, 8.2, and 9.1%, respectively. For genetic analyses, a Bayesian approach using Gibbs sampling was applied. Bivariate linear sire random regression model analyses were carried out between each of the 3 disease traits and test-day milk yield or SCS. Random regressions on second-degree Legendre polynomials were used to model the daily sire additive genetic and cow effects on test-day milk yield and SCS, whereas only the intercept term was fitted for disease traits. Estimated heritabilities were 0.03, 0.03, and 0.02 for clinical mastitis, cystic ovaries, and lameness, respectively. Average heritabilities for milk yield were between 0.41 and 0.49. Average heritabilities for SCS ranged from 0.10 to 0.12. The average genetic correlations between daily milk yield and clinical mastitis, cystic ovaries, and lameness were 0.40, 0.26, and 0.23, respectively; however, the last estimate was not statistically different from zero. Cows with a high genetic merit for milk yield during the lactation were more susceptible to clinical mastitis and cystic ovaries. Estimates of genetic correlations between daily milk yield and clinical mastitis were moderate throughout the lactation. The genetic correlations between daily milk yield and cystic ovaries were near zero at the beginning of lactation and were highest at mid and end lactation. The average genetic correlation between daily SCS and clinical mastitis was 0.59 and was consistent throughout the lactation. The average genetic correlation between daily SCS and cystic ovaries was near zero (-0.01), whereas a moderate, but nonsignificant, correlation of 0.27 was observed between SCS and lameness. Unfavorable genetic associations between milk yield and diseases imply that production and health traits should be considered simultaneously in genetic selection.
authors.affiliation: Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada, N1G 2W1. Electronic address: akoeck@uoguelph.ca.
authors.forename: A
authors.initials: A
authors.lastname: Koeck
authors.affiliation: Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada, N1G 2W1; Livestock Improvement Corporation, Newstead, Hamilton 3284, New Zealand.
authors.forename: S
authors.initials: S
authors.lastname: Loker
authors.affiliation: Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada, N1G 2W1; Canadian Dairy Network, Guelph, Ontario, Canada, N1K 1E5.
authors.forename: F
authors.initials: F
authors.lastname: Miglior
authors.affiliation: Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada, N1G 2W1.
authors.forename: D F
authors.initials: DF
authors.lastname: Kelton
authors.affiliation: Canadian Dairy Network, Guelph, Ontario, Canada, N1K 1E5.
authors.forename: J
authors.initials: J
authors.lastname: Jamrozik
authors.affiliation: Centre for Genetic Improvement of Livestock, University of Guelph, Guelph, Ontario, Canada, N1G 2W1.
authors.forename: F S
authors.initials: FS
authors.lastname: Schenkel
mesh_terms: D000818:Animals; D002170:Canada; D002417:Cattle; D002418:Cattle Diseases / Q000235:genetics*; D005260:Female; D007774:Lactation; D007794:Lameness, Animal / Q000235:genetics*; D016014:Linear Models; D008414:Mastitis, Bovine / Q000235:genetics*; D008892:Milk / Q000166:cytology / Q000378:metabolism*; D008957:Models, Genetic; D010048:Ovarian Cysts / Q000235:genetics* / Q000662:veterinary; D010641:Phenotype
keywords: disease; genetic correlation; milk yield; somatic cell score