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Genetics and genomics of reproductive disorders in Canadian Holstein cattle.
- Source :
-
Journal of dairy science [J Dairy Sci] 2019 Feb; Vol. 102 (2), pp. 1341-1353. Date of Electronic Publication: 2018 Nov 22. - Publication Year :
- 2019
-
Abstract
- In Canada, reproductive disorders known to affect the profitability of dairy cattle herds have been recorded by producers on a voluntary basis since 2007. Previous studies have shown the feasibility of using producer-recorded health data for genetic evaluations. Despite low heritability estimates and limited availability of phenotypic information, sufficient genetic variation has been observed for those traits to indicate that genetic progress, although slow, can be achieved. Pedigree- and genomic-based analyses were performed on producer-recorded health data of reproductive disorders, including retained placenta (RETP), metritis (METR), and cystic ovaries (CYST) using traditional BLUP and single-step genomic BLUP. Genome-wide association studies and functional analyses were carried out to unravel significant genomic regions and biological pathways, and to better understand the genetic mechanisms underlying RETP, METR, and CYST. Heritability estimates (posterior standard deviation in parentheses) were 0.02 (0.003), 0.01 (0.004), and 0.02 (0.003) for CYST, METR, and RETP, respectively. A moderate to strong genetic correlation of 0.69 (0.102) was found between METR and RETP. Averaged over all traits, sire proof reliabilities increased by approximately 11 percentage points with the incorporation of genomic data using a multiple-trait linear model. Biological pathways and associated genes underlying the studied traits were identified and will contribute to a better understanding of the biology of these 3 health disorders in dairy cattle.<br /> (Copyright © 2019 American Dairy Science Association. Published by Elsevier Inc. All rights reserved.)
- Subjects :
- Animals
Canada
Cattle
Endometritis genetics
Female
Fertility genetics
Genetic Predisposition to Disease
Genome
Genome-Wide Association Study veterinary
Genomics
Ovarian Cysts genetics
Pedigree
Phenotype
Placenta, Retained genetics
Pregnancy
Quantitative Trait Loci genetics
Records
Cattle Diseases genetics
Endometritis veterinary
Ovarian Cysts veterinary
Placenta, Retained veterinary
Reproduction genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1525-3198
- Volume :
- 102
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- Journal of dairy science
- Publication Type :
- Academic Journal
- Accession number :
- 30471913
- Full Text :
- https://doi.org/10.3168/jds.2018-15038