Cargando…

Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing

BACKGROUND: Natural and artificial selection following domestication has led to the existence of more than a hundred pig breeds, as well as incredible variation in phenotypic traits. Berkshire pigs are regarded as having superior meat quality compared to other breeds. As the meat production industry...

Descripción completa

Detalles Bibliográficos
Autores principales: Jeong, Hyeonsoo, Song, Ki-Duk, Seo, Minseok, Caetano-Anollés, Kelsey, Kim, Jaemin, Kwak, Woori, Oh, Jae-don, Kim, EuiSoo, Jeong, Dong Kee, Cho, Seoae, Kim, Heebal, Lee, Hak-Kyo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4545873/
https://www.ncbi.nlm.nih.gov/pubmed/26289667
http://dx.doi.org/10.1186/s12863-015-0265-1
_version_ 1782386803410468864
author Jeong, Hyeonsoo
Song, Ki-Duk
Seo, Minseok
Caetano-Anollés, Kelsey
Kim, Jaemin
Kwak, Woori
Oh, Jae-don
Kim, EuiSoo
Jeong, Dong Kee
Cho, Seoae
Kim, Heebal
Lee, Hak-Kyo
author_facet Jeong, Hyeonsoo
Song, Ki-Duk
Seo, Minseok
Caetano-Anollés, Kelsey
Kim, Jaemin
Kwak, Woori
Oh, Jae-don
Kim, EuiSoo
Jeong, Dong Kee
Cho, Seoae
Kim, Heebal
Lee, Hak-Kyo
author_sort Jeong, Hyeonsoo
collection PubMed
description BACKGROUND: Natural and artificial selection following domestication has led to the existence of more than a hundred pig breeds, as well as incredible variation in phenotypic traits. Berkshire pigs are regarded as having superior meat quality compared to other breeds. As the meat production industry seeks selective breeding approaches to improve profitable traits such as meat quality, information about genetic determinants of these traits is in high demand. However, most of the studies have been performed using trained sensory panel analysis without investigating the underlying genetic factors. Here we investigate the relationship between genomic composition and this phenotypic trait by scanning for signatures of positive selection in whole-genome sequencing data. RESULTS: We generated genomes of 10 Berkshire pigs at a total of 100.6 coverage depth, using the Illumina Hiseq2000 platform. Along with the genomes of 11 Landrace and 13 Yorkshire pigs, we identified genomic variants of 18.9 million SNVs and 3.4 million Indels in the mapped regions. We identified several associated genes related to lipid metabolism, intramuscular fatty acid deposition, and muscle fiber type which attribute to pork quality (TG, FABP1, AKIRIN2, GLP2R, TGFBR3, JPH3, ICAM2, and ERN1) by applying between population statistical tests (XP-EHH and XP-CLR). A statistical enrichment test was also conducted to detect breed specific genetic variation. In addition, de novo short sequence read assembly strategy identified several candidate genes (SLC25A14, IGF1, PI4KA, CACNA1A) as also contributing to lipid metabolism. CONCLUSIONS: Results revealed several candidate genes involved in Berkshire meat quality; most of these genes are involved in lipid metabolism and intramuscular fat deposition. These results can provide a basis for future research on the genomic characteristics of Berkshire pigs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-015-0265-1) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4545873
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-45458732015-08-23 Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing Jeong, Hyeonsoo Song, Ki-Duk Seo, Minseok Caetano-Anollés, Kelsey Kim, Jaemin Kwak, Woori Oh, Jae-don Kim, EuiSoo Jeong, Dong Kee Cho, Seoae Kim, Heebal Lee, Hak-Kyo BMC Genet Research Article BACKGROUND: Natural and artificial selection following domestication has led to the existence of more than a hundred pig breeds, as well as incredible variation in phenotypic traits. Berkshire pigs are regarded as having superior meat quality compared to other breeds. As the meat production industry seeks selective breeding approaches to improve profitable traits such as meat quality, information about genetic determinants of these traits is in high demand. However, most of the studies have been performed using trained sensory panel analysis without investigating the underlying genetic factors. Here we investigate the relationship between genomic composition and this phenotypic trait by scanning for signatures of positive selection in whole-genome sequencing data. RESULTS: We generated genomes of 10 Berkshire pigs at a total of 100.6 coverage depth, using the Illumina Hiseq2000 platform. Along with the genomes of 11 Landrace and 13 Yorkshire pigs, we identified genomic variants of 18.9 million SNVs and 3.4 million Indels in the mapped regions. We identified several associated genes related to lipid metabolism, intramuscular fatty acid deposition, and muscle fiber type which attribute to pork quality (TG, FABP1, AKIRIN2, GLP2R, TGFBR3, JPH3, ICAM2, and ERN1) by applying between population statistical tests (XP-EHH and XP-CLR). A statistical enrichment test was also conducted to detect breed specific genetic variation. In addition, de novo short sequence read assembly strategy identified several candidate genes (SLC25A14, IGF1, PI4KA, CACNA1A) as also contributing to lipid metabolism. CONCLUSIONS: Results revealed several candidate genes involved in Berkshire meat quality; most of these genes are involved in lipid metabolism and intramuscular fat deposition. These results can provide a basis for future research on the genomic characteristics of Berkshire pigs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-015-0265-1) contains supplementary material, which is available to authorized users. BioMed Central 2015-08-20 /pmc/articles/PMC4545873/ /pubmed/26289667 http://dx.doi.org/10.1186/s12863-015-0265-1 Text en © Jeong et al. 2015 Open Access This 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 Article
Jeong, Hyeonsoo
Song, Ki-Duk
Seo, Minseok
Caetano-Anollés, Kelsey
Kim, Jaemin
Kwak, Woori
Oh, Jae-don
Kim, EuiSoo
Jeong, Dong Kee
Cho, Seoae
Kim, Heebal
Lee, Hak-Kyo
Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing
title Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing
title_full Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing
title_fullStr Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing
title_full_unstemmed Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing
title_short Exploring evidence of positive selection reveals genetic basis of meat quality traits in Berkshire pigs through whole genome sequencing
title_sort exploring evidence of positive selection reveals genetic basis of meat quality traits in berkshire pigs through whole genome sequencing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4545873/
https://www.ncbi.nlm.nih.gov/pubmed/26289667
http://dx.doi.org/10.1186/s12863-015-0265-1
work_keys_str_mv AT jeonghyeonsoo exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT songkiduk exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT seominseok exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT caetanoanolleskelsey exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT kimjaemin exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT kwakwoori exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT ohjaedon exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT kimeuisoo exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT jeongdongkee exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT choseoae exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT kimheebal exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing
AT leehakkyo exploringevidenceofpositiveselectionrevealsgeneticbasisofmeatqualitytraitsinberkshirepigsthroughwholegenomesequencing