Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle

Feet and leg conformation traits are considered one of the most important economical traits in dairy cattle and have a great impact on the profitability of milk production. Therefore, identifying the single nucleotide polymorphisms (SNPs), genes and pathways analysis associated with these traits mig...

Full description

Bibliographic Details
Main Authors: Ismail Mohamed Abdalla, Xubin Lu, Mudasir Nazar, Abdelaziz Adam Idriss Arbab, Tianle Xu, Mohammed Husien Yousif, Yongjiang Mao, Zhangping Yang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Animals
Subjects:
SNP
Online Access:https://www.mdpi.com/2076-2615/11/8/2259
id doaj-0056c70aba684fd3b8acf52137cef0b3
record_format Article
spelling doaj-0056c70aba684fd3b8acf52137cef0b32021-08-26T13:26:52ZengMDPI AGAnimals2076-26152021-07-01112259225910.3390/ani11082259Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein CattleIsmail Mohamed Abdalla0Xubin Lu1Mudasir Nazar2Abdelaziz Adam Idriss Arbab3Tianle Xu4Mohammed Husien Yousif5Yongjiang Mao6Zhangping Yang7College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, ChinaCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, ChinaCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, ChinaCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, ChinaJoint International Research Laboratory of Agriculture and Agri-Product Safety, Yangzhou University, Yangzhou 225009, ChinaFaculty of Animal Production, West Kordufan University, Alnuhud City 12942, SudanCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, ChinaCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, ChinaFeet and leg conformation traits are considered one of the most important economical traits in dairy cattle and have a great impact on the profitability of milk production. Therefore, identifying the single nucleotide polymorphisms (SNPs), genes and pathways analysis associated with these traits might contribute to the genomic selection and long-term plan selection for dairy cattle. We conducted genome-wide association studies (GWASs) using the fixed and random model circulating probability unification (FarmCPU) method to identify SNPs associated with bone quality, heel depth, rear leg side view and rear leg rear view of Chinese Holstein cows. Phenotypic measurements were collected from 1000 individuals of Chinese Holstein cattle and the GeneSeek Genomic Profiler Bovine 100 K SNP chip was utilized for individual genotyping. After quality control, 984 individual cows and 84,906 SNPs remained for GWAS work; as a result, we identified 20 significant SNPs after Bonferroni correction. Several candidate genes were identified within distances of 200 kb upstream or downstream to the significant SNPs, including <i>ADIPOR2, INPP4A, DNMT3A, ALDH1A2, PCDH7, XKR4</i> and <i>CADPS.</i> Further bioinformatics analyses showed 34 gene ontology terms and two signaling pathways were significantly enriched (<i>p</i> ≤ 0.05). Many terms and pathways are related to biological quality, metabolism and development processes; these identified SNPs and genes could provide useful information about the genetic architecture of feet and leg traits, thus improving the longevity and productivity of Chinese Holstein dairy cattle.https://www.mdpi.com/2076-2615/11/8/2259feet and legGWASFarmCPUSNPfunctional analysisChinese Holstein cow
collection DOAJ
language English
format Article
sources DOAJ
author Ismail Mohamed Abdalla
Xubin Lu
Mudasir Nazar
Abdelaziz Adam Idriss Arbab
Tianle Xu
Mohammed Husien Yousif
Yongjiang Mao
Zhangping Yang
spellingShingle Ismail Mohamed Abdalla
Xubin Lu
Mudasir Nazar
Abdelaziz Adam Idriss Arbab
Tianle Xu
Mohammed Husien Yousif
Yongjiang Mao
Zhangping Yang
Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle
Animals
feet and leg
GWAS
FarmCPU
SNP
functional analysis
Chinese Holstein cow
author_facet Ismail Mohamed Abdalla
Xubin Lu
Mudasir Nazar
Abdelaziz Adam Idriss Arbab
Tianle Xu
Mohammed Husien Yousif
Yongjiang Mao
Zhangping Yang
author_sort Ismail Mohamed Abdalla
title Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle
title_short Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle
title_full Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle
title_fullStr Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle
title_full_unstemmed Genome-Wide Association Study Identifies Candidate Genes Associated with Feet and Leg Conformation Traits in Chinese Holstein Cattle
title_sort genome-wide association study identifies candidate genes associated with feet and leg conformation traits in chinese holstein cattle
publisher MDPI AG
series Animals
issn 2076-2615
publishDate 2021-07-01
description Feet and leg conformation traits are considered one of the most important economical traits in dairy cattle and have a great impact on the profitability of milk production. Therefore, identifying the single nucleotide polymorphisms (SNPs), genes and pathways analysis associated with these traits might contribute to the genomic selection and long-term plan selection for dairy cattle. We conducted genome-wide association studies (GWASs) using the fixed and random model circulating probability unification (FarmCPU) method to identify SNPs associated with bone quality, heel depth, rear leg side view and rear leg rear view of Chinese Holstein cows. Phenotypic measurements were collected from 1000 individuals of Chinese Holstein cattle and the GeneSeek Genomic Profiler Bovine 100 K SNP chip was utilized for individual genotyping. After quality control, 984 individual cows and 84,906 SNPs remained for GWAS work; as a result, we identified 20 significant SNPs after Bonferroni correction. Several candidate genes were identified within distances of 200 kb upstream or downstream to the significant SNPs, including <i>ADIPOR2, INPP4A, DNMT3A, ALDH1A2, PCDH7, XKR4</i> and <i>CADPS.</i> Further bioinformatics analyses showed 34 gene ontology terms and two signaling pathways were significantly enriched (<i>p</i> ≤ 0.05). Many terms and pathways are related to biological quality, metabolism and development processes; these identified SNPs and genes could provide useful information about the genetic architecture of feet and leg traits, thus improving the longevity and productivity of Chinese Holstein dairy cattle.
topic feet and leg
GWAS
FarmCPU
SNP
functional analysis
Chinese Holstein cow
url https://www.mdpi.com/2076-2615/11/8/2259
work_keys_str_mv AT ismailmohamedabdalla genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT xubinlu genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT mudasirnazar genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT abdelazizadamidrissarbab genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT tianlexu genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT mohammedhusienyousif genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT yongjiangmao genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
AT zhangpingyang genomewideassociationstudyidentifiescandidategenesassociatedwithfeetandlegconformationtraitsinchineseholsteincattle
_version_ 1721195316269547520