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Muscle glycogen level and occurrence of acid meat in commercial hybrid pigs are regulated by two low-frequency causal variants with large effects and multiple common variants with small effects

Meat production from the commercial crossbred Duroc × (Landrace × Yorkshire) (DLY) pig is predominant in the pork industry, but its meat quality is often impaired by low ultimate pH (pHu). Muscle glycogen level at slaughter is closely associated with pHu and meat technological quality, but its genet...

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Published in:Genetics selection evolution (Paris) 2019-08, Vol.51 (1), p.46-46, Article 46
Main Authors: Liu, Xianxian, Zhou, Lisheng, Xie, Xianhua, Wu, Zhongzi, Xiong, Xinwei, Zhang, Zhiyan, Yang, Jie, Xiao, Shijun, Zhou, Mengqing, Ma, Junwu, Huang, Lusheng
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creator Liu, Xianxian
Zhou, Lisheng
Xie, Xianhua
Wu, Zhongzi
Xiong, Xinwei
Zhang, Zhiyan
Yang, Jie
Xiao, Shijun
Zhou, Mengqing
Ma, Junwu
Huang, Lusheng
description Meat production from the commercial crossbred Duroc × (Landrace × Yorkshire) (DLY) pig is predominant in the pork industry, but its meat quality is often impaired by low ultimate pH (pHu). Muscle glycogen level at slaughter is closely associated with pHu and meat technological quality, but its genetic basis remains elusive. The aim of this study was to identify genes and/or causative mutations associated with muscle glycogen level and other meat quality traits by performing a genome-wide association study (GWAS) and additional analyses in a population of 610 DLY pigs. Our initial GWAS identified a genome-wide significant (P = 2.54e-11) quantitative trait locus (QTL) on SSC15 (SSC for Sus scrofa chromosome) for the level of residual glycogen and glucose (RG) in the longissimus muscle at 45 min post-mortem. Then, we demonstrated that a low-frequency (minor allele frequency = 0.014) R200Q missense mutation in the PRKAG3 (RN) gene caused this major QTL effect on RG. Moreover, we showed that the 200Q (RN ) allele was introgressed from the Hampshire breed into more than one of the parental breeds of the DLY pigs. After conditioning on R200Q, re-association analysis revealed three additional QTL for RG on SSC3 and 4, and on an unmapped scaffold (AEMK02000452.1). The SSC3 QTL was most likely caused by a splice mutation (g.8283C>A) in the PHKG1 gene that we had previously identified. Based on functional annotation, the genes TMCO1 on SSC4 and CKB on the scaffold represent promising candidate genes for the other two QTL. There were significant interaction effects of the GWAS tag SNPs at those two loci with PRKAG3 R200Q on RG. In addition, a number of common variants with potentially smaller effects on RG (P A. We found that the RN allele segregates in the parental lines of our DLY population and strongly influences its meat quality. Our findings also indicate that the genetic basis of RG in DLY can be mainly attributed to two major genes (PRKAG3 and PHKG1), along with many minor genes.
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Muscle glycogen level at slaughter is closely associated with pHu and meat technological quality, but its genetic basis remains elusive. The aim of this study was to identify genes and/or causative mutations associated with muscle glycogen level and other meat quality traits by performing a genome-wide association study (GWAS) and additional analyses in a population of 610 DLY pigs. Our initial GWAS identified a genome-wide significant (P = 2.54e-11) quantitative trait locus (QTL) on SSC15 (SSC for Sus scrofa chromosome) for the level of residual glycogen and glucose (RG) in the longissimus muscle at 45 min post-mortem. Then, we demonstrated that a low-frequency (minor allele frequency = 0.014) R200Q missense mutation in the PRKAG3 (RN) gene caused this major QTL effect on RG. Moreover, we showed that the 200Q (RN ) allele was introgressed from the Hampshire breed into more than one of the parental breeds of the DLY pigs. 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Our findings also indicate that the genetic basis of RG in DLY can be mainly attributed to two major genes (PRKAG3 and PHKG1), along with many minor genes.</description><identifier>ISSN: 1297-9686</identifier><identifier>ISSN: 0999-193X</identifier><identifier>EISSN: 1297-9686</identifier><identifier>DOI: 10.1186/s12711-019-0488-0</identifier><identifier>PMID: 31443641</identifier><language>eng</language><publisher>France: BioMed Central Ltd</publisher><subject>Alleles ; AMP-Activated Protein Kinases - genetics ; Animals ; Annotations ; Association analysis ; Chromosomes ; Cohort Studies ; Female ; Food Quality ; Gene frequency ; Gene mapping ; Genes ; Genetic aspects ; Genetic research ; Genetic Variation ; Genome-wide association studies ; Genome-Wide Association Study - veterinary ; Genomes ; Genomics ; Glucose ; Glycogen ; Glycogen - metabolism ; Hogs ; Kinases ; Life Sciences ; Male ; Meat ; Meat - analysis ; Meat industry ; Meat production ; Methods ; Missense mutation ; Muscle, Skeletal - metabolism ; Muscles ; Mutation ; Mutation, Missense ; Parenting ; Phosphorylase Kinase - genetics ; Polymorphism, Single Nucleotide ; Polysaccharides ; Population genetics ; Pork ; Pork industry ; Protein Subunits - genetics ; Quantitative genetics ; Quantitative Trait Loci ; Scaffolds ; Single-nucleotide polymorphism ; Species Specificity ; Sus scrofa ; Swine ; Swine - genetics ; Swine - metabolism ; Swine breeding ; Vitamin E</subject><ispartof>Genetics selection evolution (Paris), 2019-08, Vol.51 (1), p.46-46, Article 46</ispartof><rights>COPYRIGHT 2019 BioMed Central Ltd.</rights><rights>2019. 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Muscle glycogen level at slaughter is closely associated with pHu and meat technological quality, but its genetic basis remains elusive. The aim of this study was to identify genes and/or causative mutations associated with muscle glycogen level and other meat quality traits by performing a genome-wide association study (GWAS) and additional analyses in a population of 610 DLY pigs. Our initial GWAS identified a genome-wide significant (P = 2.54e-11) quantitative trait locus (QTL) on SSC15 (SSC for Sus scrofa chromosome) for the level of residual glycogen and glucose (RG) in the longissimus muscle at 45 min post-mortem. Then, we demonstrated that a low-frequency (minor allele frequency = 0.014) R200Q missense mutation in the PRKAG3 (RN) gene caused this major QTL effect on RG. Moreover, we showed that the 200Q (RN ) allele was introgressed from the Hampshire breed into more than one of the parental breeds of the DLY pigs. 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genetics</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Polysaccharides</topic><topic>Population genetics</topic><topic>Pork</topic><topic>Pork industry</topic><topic>Protein Subunits - genetics</topic><topic>Quantitative genetics</topic><topic>Quantitative Trait Loci</topic><topic>Scaffolds</topic><topic>Single-nucleotide polymorphism</topic><topic>Species Specificity</topic><topic>Sus scrofa</topic><topic>Swine</topic><topic>Swine - genetics</topic><topic>Swine - metabolism</topic><topic>Swine breeding</topic><topic>Vitamin E</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Xianxian</creatorcontrib><creatorcontrib>Zhou, Lisheng</creatorcontrib><creatorcontrib>Xie, Xianhua</creatorcontrib><creatorcontrib>Wu, Zhongzi</creatorcontrib><creatorcontrib>Xiong, Xinwei</creatorcontrib><creatorcontrib>Zhang, Zhiyan</creatorcontrib><creatorcontrib>Yang, Jie</creatorcontrib><creatorcontrib>Xiao, Shijun</creatorcontrib><creatorcontrib>Zhou, Mengqing</creatorcontrib><creatorcontrib>Ma, Junwu</creatorcontrib><creatorcontrib>Huang, Lusheng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium &amp; Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>PHMC-Proquest健康医学期刊库</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>ProQuest - Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Genetics selection evolution (Paris)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Xianxian</au><au>Zhou, Lisheng</au><au>Xie, Xianhua</au><au>Wu, Zhongzi</au><au>Xiong, Xinwei</au><au>Zhang, Zhiyan</au><au>Yang, Jie</au><au>Xiao, Shijun</au><au>Zhou, Mengqing</au><au>Ma, Junwu</au><au>Huang, Lusheng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Muscle glycogen level and occurrence of acid meat in commercial hybrid pigs are regulated by two low-frequency causal variants with large effects and multiple common variants with small effects</atitle><jtitle>Genetics selection evolution (Paris)</jtitle><addtitle>Genet Sel Evol</addtitle><date>2019-08-23</date><risdate>2019</risdate><volume>51</volume><issue>1</issue><spage>46</spage><epage>46</epage><pages>46-46</pages><artnum>46</artnum><issn>1297-9686</issn><issn>0999-193X</issn><eissn>1297-9686</eissn><abstract>Meat production from the commercial crossbred Duroc × (Landrace × Yorkshire) (DLY) pig is predominant in the pork industry, but its meat quality is often impaired by low ultimate pH (pHu). Muscle glycogen level at slaughter is closely associated with pHu and meat technological quality, but its genetic basis remains elusive. The aim of this study was to identify genes and/or causative mutations associated with muscle glycogen level and other meat quality traits by performing a genome-wide association study (GWAS) and additional analyses in a population of 610 DLY pigs. Our initial GWAS identified a genome-wide significant (P = 2.54e-11) quantitative trait locus (QTL) on SSC15 (SSC for Sus scrofa chromosome) for the level of residual glycogen and glucose (RG) in the longissimus muscle at 45 min post-mortem. Then, we demonstrated that a low-frequency (minor allele frequency = 0.014) R200Q missense mutation in the PRKAG3 (RN) gene caused this major QTL effect on RG. Moreover, we showed that the 200Q (RN ) allele was introgressed from the Hampshire breed into more than one of the parental breeds of the DLY pigs. After conditioning on R200Q, re-association analysis revealed three additional QTL for RG on SSC3 and 4, and on an unmapped scaffold (AEMK02000452.1). The SSC3 QTL was most likely caused by a splice mutation (g.8283C&gt;A) in the PHKG1 gene that we had previously identified. Based on functional annotation, the genes TMCO1 on SSC4 and CKB on the scaffold represent promising candidate genes for the other two QTL. There were significant interaction effects of the GWAS tag SNPs at those two loci with PRKAG3 R200Q on RG. In addition, a number of common variants with potentially smaller effects on RG (P &lt; 10 ) were uncovered by a second conditional GWAS after adjusting for the two causal SNPs, R200Q and g.8283C&gt;A. We found that the RN allele segregates in the parental lines of our DLY population and strongly influences its meat quality. Our findings also indicate that the genetic basis of RG in DLY can be mainly attributed to two major genes (PRKAG3 and PHKG1), along with many minor genes.</abstract><cop>France</cop><pub>BioMed Central Ltd</pub><pmid>31443641</pmid><doi>10.1186/s12711-019-0488-0</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-5735-0728</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 1297-9686
ispartof Genetics selection evolution (Paris), 2019-08, Vol.51 (1), p.46-46, Article 46
issn 1297-9686
0999-193X
1297-9686
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_2e172b06458a4fc3bf8e8395938692fe
source ProQuest - Publicly Available Content Database; PubMed Central
subjects Alleles
AMP-Activated Protein Kinases - genetics
Animals
Annotations
Association analysis
Chromosomes
Cohort Studies
Female
Food Quality
Gene frequency
Gene mapping
Genes
Genetic aspects
Genetic research
Genetic Variation
Genome-wide association studies
Genome-Wide Association Study - veterinary
Genomes
Genomics
Glucose
Glycogen
Glycogen - metabolism
Hogs
Kinases
Life Sciences
Male
Meat
Meat - analysis
Meat industry
Meat production
Methods
Missense mutation
Muscle, Skeletal - metabolism
Muscles
Mutation
Mutation, Missense
Parenting
Phosphorylase Kinase - genetics
Polymorphism, Single Nucleotide
Polysaccharides
Population genetics
Pork
Pork industry
Protein Subunits - genetics
Quantitative genetics
Quantitative Trait Loci
Scaffolds
Single-nucleotide polymorphism
Species Specificity
Sus scrofa
Swine
Swine - genetics
Swine - metabolism
Swine breeding
Vitamin E
title Muscle glycogen level and occurrence of acid meat in commercial hybrid pigs are regulated by two low-frequency causal variants with large effects and multiple common variants with small effects
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