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Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens

BACKGROUND: The frequency of recombination events varies across the genome and between individuals, which may be related to some genomic features. The objective of this study was to assess the frequency of recombination events and to identify QTL (quantitative trait loci) for recombination rate in t...

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Autores principales: Weng, Ziqing, Wolc, Anna, Su, Hailin, Fernando, Rohan L., Dekkers, Jack C. M., Arango, Jesus, Settar, Petek, Fulton, Janet E., O’Sullivan, Neil P., Garrick, Dorian J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6390344/
https://www.ncbi.nlm.nih.gov/pubmed/30891237
http://dx.doi.org/10.1186/s40104-019-0332-y
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author Weng, Ziqing
Wolc, Anna
Su, Hailin
Fernando, Rohan L.
Dekkers, Jack C. M.
Arango, Jesus
Settar, Petek
Fulton, Janet E.
O’Sullivan, Neil P.
Garrick, Dorian J.
author_facet Weng, Ziqing
Wolc, Anna
Su, Hailin
Fernando, Rohan L.
Dekkers, Jack C. M.
Arango, Jesus
Settar, Petek
Fulton, Janet E.
O’Sullivan, Neil P.
Garrick, Dorian J.
author_sort Weng, Ziqing
collection PubMed
description BACKGROUND: The frequency of recombination events varies across the genome and between individuals, which may be related to some genomic features. The objective of this study was to assess the frequency of recombination events and to identify QTL (quantitative trait loci) for recombination rate in two purebred layer chicken lines. METHODS: A total of 1200 white-egg layers (WL) were genotyped with 580 K SNPs and 5108 brown-egg layers (BL) were genotyped with 42 K SNPs (single nucleotide polymorphisms). Recombination events were identified within half-sib families and both the number of recombination events and the recombination rate was calculated within each 0.5 Mb window of the genome. The 10% of windows with the highest recombination rate on each chromosome were considered to be recombination hotspots. A BayesB model was used separately for each line to identify genomic regions associated with the genome-wide number of recombination event per meiosis. Regions that explained more than 0.8% of genetic variance of recombination rate were considered to harbor QTL. RESULTS: Heritability of recombination rate was estimated at 0.17 in WL and 0.16 in BL. On average, 11.3 and 23.2 recombination events were detected per individual across the genome in 1301 and 9292 meioses in the WL and BL, respectively. The estimated recombination rates differed significantly between the lines, which could be due to differences in inbreeding levels, and haplotype structures. Dams had about 5% to 20% higher recombination rates per meiosis than sires in both lines. Recombination rate per 0.5 Mb window had a strong negative correlation with chromosome size and a strong positive correlation with GC content and with CpG island density across the genome in both lines. Different QTL for recombination rate were identified in the two lines. There were 190 and 199 non-overlapping recombination hotspots detected in WL and BL respectively, 28 of which were common to both lines. CONCLUSIONS: Differences in the recombination rates, hotspot locations, and QTL regions associated with genome-wide recombination were observed between lines, indicating the breed-specific feature of detected recombination events and the control of recombination events is a complex polygenic trait. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40104-019-0332-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-63903442019-03-19 Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens Weng, Ziqing Wolc, Anna Su, Hailin Fernando, Rohan L. Dekkers, Jack C. M. Arango, Jesus Settar, Petek Fulton, Janet E. O’Sullivan, Neil P. Garrick, Dorian J. J Anim Sci Biotechnol Research BACKGROUND: The frequency of recombination events varies across the genome and between individuals, which may be related to some genomic features. The objective of this study was to assess the frequency of recombination events and to identify QTL (quantitative trait loci) for recombination rate in two purebred layer chicken lines. METHODS: A total of 1200 white-egg layers (WL) were genotyped with 580 K SNPs and 5108 brown-egg layers (BL) were genotyped with 42 K SNPs (single nucleotide polymorphisms). Recombination events were identified within half-sib families and both the number of recombination events and the recombination rate was calculated within each 0.5 Mb window of the genome. The 10% of windows with the highest recombination rate on each chromosome were considered to be recombination hotspots. A BayesB model was used separately for each line to identify genomic regions associated with the genome-wide number of recombination event per meiosis. Regions that explained more than 0.8% of genetic variance of recombination rate were considered to harbor QTL. RESULTS: Heritability of recombination rate was estimated at 0.17 in WL and 0.16 in BL. On average, 11.3 and 23.2 recombination events were detected per individual across the genome in 1301 and 9292 meioses in the WL and BL, respectively. The estimated recombination rates differed significantly between the lines, which could be due to differences in inbreeding levels, and haplotype structures. Dams had about 5% to 20% higher recombination rates per meiosis than sires in both lines. Recombination rate per 0.5 Mb window had a strong negative correlation with chromosome size and a strong positive correlation with GC content and with CpG island density across the genome in both lines. Different QTL for recombination rate were identified in the two lines. There were 190 and 199 non-overlapping recombination hotspots detected in WL and BL respectively, 28 of which were common to both lines. CONCLUSIONS: Differences in the recombination rates, hotspot locations, and QTL regions associated with genome-wide recombination were observed between lines, indicating the breed-specific feature of detected recombination events and the control of recombination events is a complex polygenic trait. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40104-019-0332-y) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-26 /pmc/articles/PMC6390344/ /pubmed/30891237 http://dx.doi.org/10.1186/s40104-019-0332-y Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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
Weng, Ziqing
Wolc, Anna
Su, Hailin
Fernando, Rohan L.
Dekkers, Jack C. M.
Arango, Jesus
Settar, Petek
Fulton, Janet E.
O’Sullivan, Neil P.
Garrick, Dorian J.
Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
title Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
title_full Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
title_fullStr Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
title_full_unstemmed Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
title_short Identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
title_sort identification of recombination hotspots and quantitative trait loci for recombination rate in layer chickens
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6390344/
https://www.ncbi.nlm.nih.gov/pubmed/30891237
http://dx.doi.org/10.1186/s40104-019-0332-y
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