Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population
Increasing feed efficiency is a major goal of breeders as it can reduce production cost and energy consumption. However, the genetic architecture of feeding behavior and feed efficiency traits remains elusive. To investigate the genetic architecture of feed efficiency in pigs, three feeding behavior...
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Frontiers Media S.A.
2018-06-01
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Series: | Frontiers in Genetics |
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Online Access: | https://www.frontiersin.org/article/10.3389/fgene.2018.00220/full |
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doaj-43e56bfc150e46e7a7129a4f5f725855 |
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record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rongrong Ding Ming Yang Xingwang Wang Jianping Quan Zhanwei Zhuang Shenping Zhou Shaoyun Li Zheng Xu Enqin Zheng Gengyuan Cai Gengyuan Cai Dewu Liu Wen Huang Jie Yang Zhenfang Wu Zhenfang Wu |
spellingShingle |
Rongrong Ding Ming Yang Xingwang Wang Jianping Quan Zhanwei Zhuang Shenping Zhou Shaoyun Li Zheng Xu Enqin Zheng Gengyuan Cai Gengyuan Cai Dewu Liu Wen Huang Jie Yang Zhenfang Wu Zhenfang Wu Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population Frontiers in Genetics pigs Duroc GWAS feed conversion ratio residual feed intake feeding behavior |
author_facet |
Rongrong Ding Ming Yang Xingwang Wang Jianping Quan Zhanwei Zhuang Shenping Zhou Shaoyun Li Zheng Xu Enqin Zheng Gengyuan Cai Gengyuan Cai Dewu Liu Wen Huang Jie Yang Zhenfang Wu Zhenfang Wu |
author_sort |
Rongrong Ding |
title |
Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population |
title_short |
Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population |
title_full |
Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population |
title_fullStr |
Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population |
title_full_unstemmed |
Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig Population |
title_sort |
genetic architecture of feeding behavior and feed efficiency in a duroc pig population |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Genetics |
issn |
1664-8021 |
publishDate |
2018-06-01 |
description |
Increasing feed efficiency is a major goal of breeders as it can reduce production cost and energy consumption. However, the genetic architecture of feeding behavior and feed efficiency traits remains elusive. To investigate the genetic architecture of feed efficiency in pigs, three feeding behavior traits (daily feed intake, number of daily visits to feeder, and duration of each visit) and two feed efficiency traits (feed conversion ratio and residual feed intake) were considered. We performed genome-wide association studies (GWASs) of the five traits using a population of 1,008 Duroc pigs genotyped with an Illumina Porcine SNP50K BeadChip. A total of 9 genome-wide (P < 1.54E-06) and 35 suggestive (P < 3.08E-05) single nucleotide polymorphisms (SNPs) were detected. Two pleiotropic quantitative trait loci (QTLs) on SSC 1 and SSC 7 were found to affect more than one trait. Markers WU_10.2_7_18377044 and DRGA0001676 are two key SNPs for these two pleiotropic QTLs. Marker WU_10.2_7_18377044 on SSC 7 contributed 2.16 and 2.37% of the observed phenotypic variance for DFI and RFI, respectively. The other SNP DRGA0001676 on SSC 1 explained 3.22 and 5.46% of the observed phenotypic variance for FCR and RFI, respectively. Finally, functions of candidate genes and gene set enrichment analysis indicate that most of the significant pathways are associated with hormonal and digestive gland secretion during feeding. This study advances our understanding of the genetic mechanisms of feeding behavior and feed efficiency traits and provide an opportunity for increasing feeding efficiency using marker-assisted selection or genomic selection in pigs. |
topic |
pigs Duroc GWAS feed conversion ratio residual feed intake feeding behavior |
url |
https://www.frontiersin.org/article/10.3389/fgene.2018.00220/full |
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AT rongrongding geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT mingyang geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT xingwangwang geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT jianpingquan geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT zhanweizhuang geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT shenpingzhou geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT shaoyunli geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT zhengxu geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT enqinzheng geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT gengyuancai geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT gengyuancai geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT dewuliu geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT wenhuang geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT jieyang geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT zhenfangwu geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation AT zhenfangwu geneticarchitectureoffeedingbehaviorandfeedefficiencyinadurocpigpopulation |
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spelling |
doaj-43e56bfc150e46e7a7129a4f5f7258552020-11-25T01:22:37ZengFrontiers Media S.A.Frontiers in Genetics1664-80212018-06-01910.3389/fgene.2018.00220360665Genetic Architecture of Feeding Behavior and Feed Efficiency in a Duroc Pig PopulationRongrong Ding0Ming Yang1Xingwang Wang2Jianping Quan3Zhanwei Zhuang4Shenping Zhou5Shaoyun Li6Zheng Xu7Enqin Zheng8Gengyuan Cai9Gengyuan Cai10Dewu Liu11Wen Huang12Jie Yang13Zhenfang Wu14Zhenfang Wu15College of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaNational Engineering Research Center for Breeding Swine Industry, Guangdong Wens Foodstuffs Group, Co., Ltd., Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaNational Engineering Research Center for Breeding Swine Industry, Guangdong Wens Foodstuffs Group, Co., Ltd., Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaDepartment of Animal Science, Michigan State University, East Lansing, MI, United StatesCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaCollege of Animal Science and National Engineering Research Center for Breeding Swine Industry, South China Agricultural University, Guangdong, ChinaNational Engineering Research Center for Breeding Swine Industry, Guangdong Wens Foodstuffs Group, Co., Ltd., Guangdong, ChinaIncreasing feed efficiency is a major goal of breeders as it can reduce production cost and energy consumption. However, the genetic architecture of feeding behavior and feed efficiency traits remains elusive. To investigate the genetic architecture of feed efficiency in pigs, three feeding behavior traits (daily feed intake, number of daily visits to feeder, and duration of each visit) and two feed efficiency traits (feed conversion ratio and residual feed intake) were considered. We performed genome-wide association studies (GWASs) of the five traits using a population of 1,008 Duroc pigs genotyped with an Illumina Porcine SNP50K BeadChip. A total of 9 genome-wide (P < 1.54E-06) and 35 suggestive (P < 3.08E-05) single nucleotide polymorphisms (SNPs) were detected. Two pleiotropic quantitative trait loci (QTLs) on SSC 1 and SSC 7 were found to affect more than one trait. Markers WU_10.2_7_18377044 and DRGA0001676 are two key SNPs for these two pleiotropic QTLs. Marker WU_10.2_7_18377044 on SSC 7 contributed 2.16 and 2.37% of the observed phenotypic variance for DFI and RFI, respectively. The other SNP DRGA0001676 on SSC 1 explained 3.22 and 5.46% of the observed phenotypic variance for FCR and RFI, respectively. Finally, functions of candidate genes and gene set enrichment analysis indicate that most of the significant pathways are associated with hormonal and digestive gland secretion during feeding. This study advances our understanding of the genetic mechanisms of feeding behavior and feed efficiency traits and provide an opportunity for increasing feeding efficiency using marker-assisted selection or genomic selection in pigs.https://www.frontiersin.org/article/10.3389/fgene.2018.00220/fullpigsDurocGWASfeed conversion ratioresidual feed intakefeeding behavior |