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Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep
- Source :
- Frontiers in Genetics, Frontiers in Genetics, Vol 12 (2021)
- Publication Year :
- 2021
- Publisher :
- Frontiers Media S.A., 2021.
-
Abstract
- In the Mediterranean basin countries, the dairy sheep production is usually based on local breeds, which are very well-adapted to their production systems and environments and can indeed guarantee income, employment, and economic viability in areas where production alternatives are scarce or non-existent. Mastitis is still one of the greatest problems affecting commercial milk production. However, genetic evaluation of mastitis is particularly difficult because of its low heritability and the categorical nature of the trait. The aim of this study was to identify genomic regions putatively associated with somatic cells count (SCC) in the local economically important Valle del Belice sheep breed using of deregressed breeding values (DEBV) as response variables. All the samples were genotyped using the Illumina OvineSNP50K BeadChip. Genome-wide association analysis was carried out based on regression of DEBV. A total of eight markers were found to be significantly associated with log-transformed SCC. Several candidate genes associated with SCC were identified related to immunity system and udder conformation. The results can help improving the competitiveness of the local Valle del Belìce breed. Further studies considering a higher sample size or independent population will be needed to confirm our results.
- Subjects :
- 0301 basic medicine
Candidate gene
lcsh:QH426-470
Population
Genome-wide association study
Biology
mastitis
03 medical and health sciences
Settore AGR/17 - Zootecnica Generale E Miglioramento Genetico
medicine
Genetics
GWAS
local dairy sheep
Udder
education
Genetics (clinical)
Genetic association
Original Research
education.field_of_study
business.industry
0402 animal and dairy science
04 agricultural and veterinary sciences
Heritability
medicine.disease
040201 dairy & animal science
Breed
Mastitis
Biotechnology
candidate genes, GWAS, local dairy sheep, mastitis, SNPs arrays
lcsh:Genetics
030104 developmental biology
medicine.anatomical_structure
Molecular Medicine
business
SNPs arrays
candidate genes
Subjects
Details
- Language :
- English
- ISSN :
- 16648021
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Frontiers in Genetics
- Accession number :
- edsair.doi.dedup.....036f30f5756764cccd777f43e15c1c4b