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Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep
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-exi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8019815/ https://www.ncbi.nlm.nih.gov/pubmed/33828586 http://dx.doi.org/10.3389/fgene.2021.643531 |
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author | Sutera, Anna Maria Moscarelli, Angelo Mastrangelo, Salvatore Sardina, Maria Teresa Di Gerlando, Rosalia Portolano, Baldassare Tolone, Marco |
author_facet | Sutera, Anna Maria Moscarelli, Angelo Mastrangelo, Salvatore Sardina, Maria Teresa Di Gerlando, Rosalia Portolano, Baldassare Tolone, Marco |
author_sort | Sutera, Anna Maria |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8019815 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80198152021-04-06 Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep Sutera, Anna Maria Moscarelli, Angelo Mastrangelo, Salvatore Sardina, Maria Teresa Di Gerlando, Rosalia Portolano, Baldassare Tolone, Marco Front Genet Genetics 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. Frontiers Media S.A. 2021-03-22 /pmc/articles/PMC8019815/ /pubmed/33828586 http://dx.doi.org/10.3389/fgene.2021.643531 Text en Copyright © 2021 Sutera, Moscarelli, Mastrangelo, Sardina, Di Gerlando, Portolano and Tolone. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Sutera, Anna Maria Moscarelli, Angelo Mastrangelo, Salvatore Sardina, Maria Teresa Di Gerlando, Rosalia Portolano, Baldassare Tolone, Marco Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep |
title | Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep |
title_full | Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep |
title_fullStr | Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep |
title_full_unstemmed | Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep |
title_short | Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep |
title_sort | genome-wide association study identifies new candidate markers for somatic cells score in a local dairy sheep |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8019815/ https://www.ncbi.nlm.nih.gov/pubmed/33828586 http://dx.doi.org/10.3389/fgene.2021.643531 |
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