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Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds
Both natural and artificial selection are among the main driving forces shaping genetic variation across the genome of livestock species. Selection typically leaves signatures in the genome, which are often characterized by high genetic differentiation across breeds and/or a strong reduction in gene...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6102322/ https://www.ncbi.nlm.nih.gov/pubmed/30154830 http://dx.doi.org/10.3389/fgene.2018.00318 |
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author | Onzima, Robert B. Upadhyay, Maulik R. Doekes, Harmen P. Brito, Luiz. F. Bosse, Mirte Kanis, Egbert Groenen, Martien A. M. Crooijmans, Richard P. M. A. |
author_facet | Onzima, Robert B. Upadhyay, Maulik R. Doekes, Harmen P. Brito, Luiz. F. Bosse, Mirte Kanis, Egbert Groenen, Martien A. M. Crooijmans, Richard P. M. A. |
author_sort | Onzima, Robert B. |
collection | PubMed |
description | Both natural and artificial selection are among the main driving forces shaping genetic variation across the genome of livestock species. Selection typically leaves signatures in the genome, which are often characterized by high genetic differentiation across breeds and/or a strong reduction in genetic diversity in regions associated with traits under intense selection pressure. In this study, we evaluated selection signatures and genomic inbreeding coefficients, F(ROH), based on runs of homozygosity (ROH), in six Ugandan goat breeds: Boer (n = 13), and the indigenous breeds Karamojong (n = 15), Kigezi (n = 29), Mubende (n = 29), Small East African (n = 29), and Sebei (n = 29). After genotyping quality control, 45,294 autosomal single nucleotide polymorphisms (SNPs) remained for further analyses. A total of 394 and 6 breed-specific putative selection signatures were identified across all breeds, based on marker-specific fixation index (F(ST)-values) and haplotype differentiation (hapFLK), respectively. These regions were enriched with genes involved in signaling pathways associated directly or indirectly with environmental adaptation, such as immune response (e.g., IL10RB and IL23A), growth and fatty acid composition (e.g., FGF9 and IGF1), and thermo-tolerance (e.g., MTOR and MAPK3). The study revealed little overlap between breeds in genomic regions under selection and generally did not display the typical classic selection signatures as expected due to the complex nature of the traits. In the Boer breed, candidate genes associated with production traits, such as body size and growth (e.g., GJB2 and GJA3) were also identified. Furthermore, analysis of ROH in indigenous goat breeds showed very low levels of genomic inbreeding (with the mean F(ROH) per breed ranging from 0.8% to 2.4%), as compared to higher inbreeding in Boer (mean F(ROH) = 13.8%). Short ROH were more frequent than long ROH, except in Karamojong, providing insight in the developmental history of these goat breeds. This study provides insights into the effects of long-term selection in Boer and indigenous Ugandan goat breeds, which are relevant for implementation of breeding programs and conservation of genetic resources, as well as their sustainable use and management. |
format | Online Article Text |
id | pubmed-6102322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61023222018-08-28 Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds Onzima, Robert B. Upadhyay, Maulik R. Doekes, Harmen P. Brito, Luiz. F. Bosse, Mirte Kanis, Egbert Groenen, Martien A. M. Crooijmans, Richard P. M. A. Front Genet Genetics Both natural and artificial selection are among the main driving forces shaping genetic variation across the genome of livestock species. Selection typically leaves signatures in the genome, which are often characterized by high genetic differentiation across breeds and/or a strong reduction in genetic diversity in regions associated with traits under intense selection pressure. In this study, we evaluated selection signatures and genomic inbreeding coefficients, F(ROH), based on runs of homozygosity (ROH), in six Ugandan goat breeds: Boer (n = 13), and the indigenous breeds Karamojong (n = 15), Kigezi (n = 29), Mubende (n = 29), Small East African (n = 29), and Sebei (n = 29). After genotyping quality control, 45,294 autosomal single nucleotide polymorphisms (SNPs) remained for further analyses. A total of 394 and 6 breed-specific putative selection signatures were identified across all breeds, based on marker-specific fixation index (F(ST)-values) and haplotype differentiation (hapFLK), respectively. These regions were enriched with genes involved in signaling pathways associated directly or indirectly with environmental adaptation, such as immune response (e.g., IL10RB and IL23A), growth and fatty acid composition (e.g., FGF9 and IGF1), and thermo-tolerance (e.g., MTOR and MAPK3). The study revealed little overlap between breeds in genomic regions under selection and generally did not display the typical classic selection signatures as expected due to the complex nature of the traits. In the Boer breed, candidate genes associated with production traits, such as body size and growth (e.g., GJB2 and GJA3) were also identified. Furthermore, analysis of ROH in indigenous goat breeds showed very low levels of genomic inbreeding (with the mean F(ROH) per breed ranging from 0.8% to 2.4%), as compared to higher inbreeding in Boer (mean F(ROH) = 13.8%). Short ROH were more frequent than long ROH, except in Karamojong, providing insight in the developmental history of these goat breeds. This study provides insights into the effects of long-term selection in Boer and indigenous Ugandan goat breeds, which are relevant for implementation of breeding programs and conservation of genetic resources, as well as their sustainable use and management. Frontiers Media S.A. 2018-08-14 /pmc/articles/PMC6102322/ /pubmed/30154830 http://dx.doi.org/10.3389/fgene.2018.00318 Text en Copyright © 2018 Onzima, Upadhyay, Doekes, Brito, Bosse, Kanis, Groenen and Crooijmans. 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 Onzima, Robert B. Upadhyay, Maulik R. Doekes, Harmen P. Brito, Luiz. F. Bosse, Mirte Kanis, Egbert Groenen, Martien A. M. Crooijmans, Richard P. M. A. Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds |
title | Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds |
title_full | Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds |
title_fullStr | Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds |
title_full_unstemmed | Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds |
title_short | Genome-Wide Characterization of Selection Signatures and Runs of Homozygosity in Ugandan Goat Breeds |
title_sort | genome-wide characterization of selection signatures and runs of homozygosity in ugandan goat breeds |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6102322/ https://www.ncbi.nlm.nih.gov/pubmed/30154830 http://dx.doi.org/10.3389/fgene.2018.00318 |
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