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Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs
BACKGROUND: Genome editing (GE) is a method that enables specific nucleotides in the genome of an individual to be changed. To date, use of GE in livestock has focussed on simple traits that are controlled by a few quantitative trait nucleotides (QTN) with large effects. The aim of this study was to...
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/PMC4487592/ https://www.ncbi.nlm.nih.gov/pubmed/26133579 http://dx.doi.org/10.1186/s12711-015-0135-3 |
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author | Jenko, Janez Gorjanc, Gregor Cleveland, Matthew A Varshney, Rajeev K Whitelaw, C. Bruce A Woolliams, John A Hickey, John M |
author_facet | Jenko, Janez Gorjanc, Gregor Cleveland, Matthew A Varshney, Rajeev K Whitelaw, C. Bruce A Woolliams, John A Hickey, John M |
author_sort | Jenko, Janez |
collection | PubMed |
description | BACKGROUND: Genome editing (GE) is a method that enables specific nucleotides in the genome of an individual to be changed. To date, use of GE in livestock has focussed on simple traits that are controlled by a few quantitative trait nucleotides (QTN) with large effects. The aim of this study was to evaluate the potential of GE to improve quantitative traits that are controlled by many QTN, referred to here as promotion of alleles by genome editing (PAGE). METHODS: Multiple scenarios were simulated to test alternative PAGE strategies for a quantitative trait. They differed in (i) the number of edits per sire (0 to 100), (ii) the number of edits per generation (0 to 500), and (iii) the extent of use of PAGE (i.e. editing all sires or only a proportion of them). The base line scenario involved selecting individuals on true breeding values (i.e., genomic selection only (GS only)-genomic selection with perfect accuracy) for several generations. Alternative scenarios complemented this base line scenario with PAGE (GS + PAGE). The effect of different PAGE strategies was quantified by comparing response to selection, changes in allele frequencies, the number of distinct QTN edited, the sum of absolute effects of the edited QTN per generation, and inbreeding. RESULTS: Response to selection after 20 generations was between 1.08 and 4.12 times higher with GS + PAGE than with GS only. Increases in response to selection were larger with more edits per sire and more sires edited. When the total resources for PAGE were limited, editing a few sires for many QTN resulted in greater response to selection and inbreeding compared to editing many sires for a few QTN. Between the scenarios GS only and GS + PAGE, there was little difference in the average change in QTN allele frequencies, but there was a major difference for the QTN with the largest effects. The sum of the effects of the edited QTN decreased across generations. CONCLUSIONS: This study showed that PAGE has great potential for application in livestock breeding programs, but inbreeding needs to be managed. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12711-015-0135-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4487592 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44875922015-07-02 Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs Jenko, Janez Gorjanc, Gregor Cleveland, Matthew A Varshney, Rajeev K Whitelaw, C. Bruce A Woolliams, John A Hickey, John M Genet Sel Evol Research Article BACKGROUND: Genome editing (GE) is a method that enables specific nucleotides in the genome of an individual to be changed. To date, use of GE in livestock has focussed on simple traits that are controlled by a few quantitative trait nucleotides (QTN) with large effects. The aim of this study was to evaluate the potential of GE to improve quantitative traits that are controlled by many QTN, referred to here as promotion of alleles by genome editing (PAGE). METHODS: Multiple scenarios were simulated to test alternative PAGE strategies for a quantitative trait. They differed in (i) the number of edits per sire (0 to 100), (ii) the number of edits per generation (0 to 500), and (iii) the extent of use of PAGE (i.e. editing all sires or only a proportion of them). The base line scenario involved selecting individuals on true breeding values (i.e., genomic selection only (GS only)-genomic selection with perfect accuracy) for several generations. Alternative scenarios complemented this base line scenario with PAGE (GS + PAGE). The effect of different PAGE strategies was quantified by comparing response to selection, changes in allele frequencies, the number of distinct QTN edited, the sum of absolute effects of the edited QTN per generation, and inbreeding. RESULTS: Response to selection after 20 generations was between 1.08 and 4.12 times higher with GS + PAGE than with GS only. Increases in response to selection were larger with more edits per sire and more sires edited. When the total resources for PAGE were limited, editing a few sires for many QTN resulted in greater response to selection and inbreeding compared to editing many sires for a few QTN. Between the scenarios GS only and GS + PAGE, there was little difference in the average change in QTN allele frequencies, but there was a major difference for the QTN with the largest effects. The sum of the effects of the edited QTN decreased across generations. CONCLUSIONS: This study showed that PAGE has great potential for application in livestock breeding programs, but inbreeding needs to be managed. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12711-015-0135-3) contains supplementary material, which is available to authorized users. BioMed Central 2015-07-02 /pmc/articles/PMC4487592/ /pubmed/26133579 http://dx.doi.org/10.1186/s12711-015-0135-3 Text en © Jenko 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 Jenko, Janez Gorjanc, Gregor Cleveland, Matthew A Varshney, Rajeev K Whitelaw, C. Bruce A Woolliams, John A Hickey, John M Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
title | Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
title_full | Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
title_fullStr | Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
title_full_unstemmed | Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
title_short | Potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
title_sort | potential of promotion of alleles by genome editing to improve quantitative traits in livestock breeding programs |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4487592/ https://www.ncbi.nlm.nih.gov/pubmed/26133579 http://dx.doi.org/10.1186/s12711-015-0135-3 |
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