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Runs of homozygosity and distribution of functional variants in the cattle genome
BACKGROUND: Recent developments in sequencing technology have facilitated widespread investigations of genomic variants, including continuous stretches of homozygous genomic regions. For cattle, a large proportion of these runs of homozygosity (ROH) are likely the result of inbreeding due to the acc...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4508970/ https://www.ncbi.nlm.nih.gov/pubmed/26198692 http://dx.doi.org/10.1186/s12864-015-1715-x |
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author | Zhang, Qianqian Guldbrandtsen, Bernt Bosse, Mirte Lund, Mogens S Sahana, Goutam |
author_facet | Zhang, Qianqian Guldbrandtsen, Bernt Bosse, Mirte Lund, Mogens S Sahana, Goutam |
author_sort | Zhang, Qianqian |
collection | PubMed |
description | BACKGROUND: Recent developments in sequencing technology have facilitated widespread investigations of genomic variants, including continuous stretches of homozygous genomic regions. For cattle, a large proportion of these runs of homozygosity (ROH) are likely the result of inbreeding due to the accumulation of elite alleles from long-term selective breeding programs. In the present study, ROH were characterized in four cattle breeds with whole genome sequence data and the distribution of predicted functional variants was detected in ROH regions and across different ROH length classes. RESULTS: On average, 19.5 % of the genome was located in ROH across four cattle breeds. There were an average of 715.5 ROH per genome with an average size of ~750 kbp, ranging from 10 (minimum size considered) to 49,290 kbp. There was a significant correlation between shared short ROH regions and regions putatively under selection (p < 0.001). By investigating the relationship between ROH and the predicted deleterious and non-deleterious variants, we gained insight into the distribution of functional variation in inbred (ROH) regions. Predicted deleterious variants were more enriched in ROH regions than predicted non-deleterious variants, which is consistent with observations in the human genome. We also found that increased enrichment of deleterious variants was significantly higher in short (<100 kbp) and medium (0.1 to 3 Mbp) ROH regions compared with long (>3 Mbp) ROH regions (P < 0.001), which is different than what has been observed in the human genome. CONCLUSIONS: This study illustrates the distribution of ROH and functional variants within ROH in cattle populations. These patterns are different from those in the human genome but consistent with the natural history of cattle populations, which is confirmed by the significant correlation between shared short ROH regions and regions putatively under selection. These findings contribute to understanding the effects of inbreeding and probably selection in shaping the distribution of functional variants in the cattle genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1715-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4508970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45089702015-07-22 Runs of homozygosity and distribution of functional variants in the cattle genome Zhang, Qianqian Guldbrandtsen, Bernt Bosse, Mirte Lund, Mogens S Sahana, Goutam BMC Genomics Research Article BACKGROUND: Recent developments in sequencing technology have facilitated widespread investigations of genomic variants, including continuous stretches of homozygous genomic regions. For cattle, a large proportion of these runs of homozygosity (ROH) are likely the result of inbreeding due to the accumulation of elite alleles from long-term selective breeding programs. In the present study, ROH were characterized in four cattle breeds with whole genome sequence data and the distribution of predicted functional variants was detected in ROH regions and across different ROH length classes. RESULTS: On average, 19.5 % of the genome was located in ROH across four cattle breeds. There were an average of 715.5 ROH per genome with an average size of ~750 kbp, ranging from 10 (minimum size considered) to 49,290 kbp. There was a significant correlation between shared short ROH regions and regions putatively under selection (p < 0.001). By investigating the relationship between ROH and the predicted deleterious and non-deleterious variants, we gained insight into the distribution of functional variation in inbred (ROH) regions. Predicted deleterious variants were more enriched in ROH regions than predicted non-deleterious variants, which is consistent with observations in the human genome. We also found that increased enrichment of deleterious variants was significantly higher in short (<100 kbp) and medium (0.1 to 3 Mbp) ROH regions compared with long (>3 Mbp) ROH regions (P < 0.001), which is different than what has been observed in the human genome. CONCLUSIONS: This study illustrates the distribution of ROH and functional variants within ROH in cattle populations. These patterns are different from those in the human genome but consistent with the natural history of cattle populations, which is confirmed by the significant correlation between shared short ROH regions and regions putatively under selection. These findings contribute to understanding the effects of inbreeding and probably selection in shaping the distribution of functional variants in the cattle genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1715-x) contains supplementary material, which is available to authorized users. BioMed Central 2015-07-22 /pmc/articles/PMC4508970/ /pubmed/26198692 http://dx.doi.org/10.1186/s12864-015-1715-x Text en © Zhang et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Zhang, Qianqian Guldbrandtsen, Bernt Bosse, Mirte Lund, Mogens S Sahana, Goutam Runs of homozygosity and distribution of functional variants in the cattle genome |
title | Runs of homozygosity and distribution of functional variants in the cattle genome |
title_full | Runs of homozygosity and distribution of functional variants in the cattle genome |
title_fullStr | Runs of homozygosity and distribution of functional variants in the cattle genome |
title_full_unstemmed | Runs of homozygosity and distribution of functional variants in the cattle genome |
title_short | Runs of homozygosity and distribution of functional variants in the cattle genome |
title_sort | runs of homozygosity and distribution of functional variants in the cattle genome |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4508970/ https://www.ncbi.nlm.nih.gov/pubmed/26198692 http://dx.doi.org/10.1186/s12864-015-1715-x |
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