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Genome-wide detection of CNV regions and their potential association with growth and fatness traits in Duroc pigs
by
Zhuang, Zhanwei
, Wu, Zhenfang
, Cai, Gengyuan
, Ding, Rongrong
, Zhou, Shenping
, Huang, Sixiu
, Ye, Yong
, Geng, Qian
, Wu, Jie
, Yang, Jie
, Qiu, Yibin
, Yang, Ming
, Xu, Zheng
in
Age
/ Animal Genetics and Genomics
/ Animal husbandry
/ Animals
/ Biomedical and Life Sciences
/ Breeding
/ CNVR-based GWAS
/ Copy number
/ Copy number variation
/ Copy number variations
/ Disease
/ Duroc pigs
/ Fatness
/ Gene expression
/ Genetic aspects
/ Genetic diversity
/ Genetic improvement
/ Genomes
/ Genomics
/ Genotyping
/ Growth
/ Growth rate
/ Hogs
/ Identification and classification
/ Life Sciences
/ Livestock breeding
/ Microarrays
/ Microbial Genetics and Genomics
/ Non-human and non-rodent vertebrate genomics
/ Physiological aspects
/ Plant Genetics and Genomics
/ Population
/ Population studies
/ Populations
/ Proteomics
/ Research Article
/ Single-nucleotide polymorphism
/ Swine
/ Swine breeds
2021
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Genome-wide detection of CNV regions and their potential association with growth and fatness traits in Duroc pigs
by
Zhuang, Zhanwei
, Wu, Zhenfang
, Cai, Gengyuan
, Ding, Rongrong
, Zhou, Shenping
, Huang, Sixiu
, Ye, Yong
, Geng, Qian
, Wu, Jie
, Yang, Jie
, Qiu, Yibin
, Yang, Ming
, Xu, Zheng
in
Age
/ Animal Genetics and Genomics
/ Animal husbandry
/ Animals
/ Biomedical and Life Sciences
/ Breeding
/ CNVR-based GWAS
/ Copy number
/ Copy number variation
/ Copy number variations
/ Disease
/ Duroc pigs
/ Fatness
/ Gene expression
/ Genetic aspects
/ Genetic diversity
/ Genetic improvement
/ Genomes
/ Genomics
/ Genotyping
/ Growth
/ Growth rate
/ Hogs
/ Identification and classification
/ Life Sciences
/ Livestock breeding
/ Microarrays
/ Microbial Genetics and Genomics
/ Non-human and non-rodent vertebrate genomics
/ Physiological aspects
/ Plant Genetics and Genomics
/ Population
/ Population studies
/ Populations
/ Proteomics
/ Research Article
/ Single-nucleotide polymorphism
/ Swine
/ Swine breeds
2021
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Genome-wide detection of CNV regions and their potential association with growth and fatness traits in Duroc pigs
by
Zhuang, Zhanwei
, Wu, Zhenfang
, Cai, Gengyuan
, Ding, Rongrong
, Zhou, Shenping
, Huang, Sixiu
, Ye, Yong
, Geng, Qian
, Wu, Jie
, Yang, Jie
, Qiu, Yibin
, Yang, Ming
, Xu, Zheng
in
Age
/ Animal Genetics and Genomics
/ Animal husbandry
/ Animals
/ Biomedical and Life Sciences
/ Breeding
/ CNVR-based GWAS
/ Copy number
/ Copy number variation
/ Copy number variations
/ Disease
/ Duroc pigs
/ Fatness
/ Gene expression
/ Genetic aspects
/ Genetic diversity
/ Genetic improvement
/ Genomes
/ Genomics
/ Genotyping
/ Growth
/ Growth rate
/ Hogs
/ Identification and classification
/ Life Sciences
/ Livestock breeding
/ Microarrays
/ Microbial Genetics and Genomics
/ Non-human and non-rodent vertebrate genomics
/ Physiological aspects
/ Plant Genetics and Genomics
/ Population
/ Population studies
/ Populations
/ Proteomics
/ Research Article
/ Single-nucleotide polymorphism
/ Swine
/ Swine breeds
2021
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Genome-wide detection of CNV regions and their potential association with growth and fatness traits in Duroc pigs
Journal Article
Genome-wide detection of CNV regions and their potential association with growth and fatness traits in Duroc pigs
2021
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Overview
Background
In the process of pig breeding, the average daily gain (ADG), days to 100 kg (AGE), and backfat thickness (BFT) are directly related to growth rate and fatness. However, the genetic mechanisms involved are not well understood. Copy number variation (CNV), an important source of genetic diversity, can affect a variety of complex traits and diseases and has gradually been thrust into the limelight. In this study, we reported the genome-wide CNVs of Duroc pigs using SNP genotyping data from 6627 animals. We also performed a copy number variation region (CNVR)-based genome-wide association studies (GWAS) for growth and fatness traits in two Duroc populations.
Results
Our study identified 953 nonredundant CNVRs in U.S. and Canadian Duroc pigs, covering 246.89 Mb (~ 10.90%) of the pig autosomal genome. Of these, 802 CNVRs were in U.S. Duroc pigs with 499 CNVRs were in Canadian Duroc pigs, indicating 348 CNVRs were shared by the two populations. Experimentally, 77.8% of nine randomly selected CNVRs were validated through quantitative PCR (qPCR). We also identified 35 CNVRs with significant association with growth and fatness traits using CNVR-based GWAS. Ten of these CNVRs were associated with both ADG and AGE traits in U.S. Duroc pigs. Notably, four CNVRs showed significant associations with ADG, AGE, and BFT, indicating that these CNVRs may play a pleiotropic role in regulating pig growth and fat deposition. In Canadian Duroc pigs, nine CNVRs were significantly associated with both ADG and AGE traits. Further bioinformatic analysis identified a subset of potential candidate genes, including
PDGFA
,
GPER1
,
PNPLA2
and
BSCL2
.
Conclusions
The present study provides a necessary supplement to the CNV map of the Duroc genome through large-scale population genotyping. In addition, the CNVR-based GWAS results provide a meaningful way to elucidate the genetic mechanisms underlying complex traits. The identified CNVRs can be used as molecular markers for genetic improvement in the molecular-guided breeding of modern commercial pigs.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
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