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Genome-wide association study for claw disorders and trimming status in dairy cattle
- Source :
- Journal of Dairy Science 98 (2015) 2, Journal of Dairy Science, 98(2), 1286-1295
- Publication Year :
- 2015
-
Abstract
- Performing a genome-wide association study (GWAS) might add to a better understanding of the development of claw disorders and the need for trimming. Therefore, the aim of the current study was to perform a GWAS on claw disorders and trimming status and to validate the results for claw disorders based on an independent data set. Data consisted of 20,474 cows with phenotypes for claw disorders and 50,238 cows with phenotypes for trimming status. Recorded claw disorders used in the current study were double sole (DS), interdigital hyperplasia (IH), sole hemorrhage (SH), sole ulcer (SU), white line separation (WLS), a combination of infectious claw disorders consisting of (inter-)digital dermatitis and heel erosion, and a combination of laminitis-related claw disorders (DS, SH, SU, and WLS). Of the cows with phenotypes for claw disorders, 1,771 cows were genotyped and these cow data were used for the GWAS on claw disorders. A SNP was considered significant when the false discovery rate = 0.05 and suggestive when the false discovery rate = 0.20. An independent data set of 185 genotyped bulls having at least 5 daughters with phenotypes (6,824 daughters in total) for claw disorders was used to validate significant and suggestive SNP detected based on the cow data. To analyze the trait “trimming status” (i.e., the need for claw trimming), a data set with 327 genotyped bulls having at least 5 daughters with phenotypes (18,525 daughters in total) was used. Based on the cow data, in total 10 significant and 45 suggestive SNP were detected for claw disorders. The 10 significant SNP were associated with SU, and mainly located on BTA8. The suggestive SNP were associated with DS, IH, SU, and laminitis-related claw disorders. Three of the suggestive SNP were validated in the data set of 185 bulls, and were located on BTA13, BTA14, and BTA17. For infectious claw disorders, SH, and WLS, no significant or suggestive SNP associations were detected. For trimming status, 1 significant and 1 suggestive SNP were detected, both located close to each other on BTA15. Some significant and suggestive SNP were located close to SNP detected in studies on feet and leg conformation traits. Genes with major effects could not be detected and SNP associations were spread across the genome, indicating that many SNP, each explaining a small proportion of the genetic variance, influence claw disorders. Therefore, to reduce the incidence of claw disorders by breeding, genomic selection is a promising approach.
- Subjects :
- Male
Linkage disequilibrium
Claw
Hoof and Claw
body conformation
animal structures
Genotype
Cattle Diseases
Genome-wide association study
Quantitative trait locus
Biology
Breeding
Animal Breeding and Genomics
Polymorphism, Single Nucleotide
genetic-parameters
Foot Diseases
Genetic variation
Genetics
medicine
SNP
Animals
complex diseases
Fokkerij en Genomica
Animal Husbandry
Foot
Digital dermatitis
Reproducibility of Results
rare variants
holstein cattle
medicine.disease
body regions
conformation traits
Phenotype
foot disorders
quantitative trait loci
WIAS
Animal Science and Zoology
Cattle
Digital Dermatitis
Female
leg conformation
linkage disequilibrium
Food Science
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 00220302
- Volume :
- 98
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Journal of Dairy Science
- Accession number :
- edsair.doi.dedup.....64b9299bccd84c10411e169a63f1322d
- Full Text :
- https://doi.org/10.3168/jds.2014-8302