Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens

Objective Meat quality including muscle color in chickens is an important trait and continuous selective pressures for fast growth and high yield have negatively impacted this trait. This study was conducted to investigate genetic variations responsible for regulating muscle color. Methods Whole gen...

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Main Authors: H. R. Kong, N. B. Anthony, K. C. Rowland, B. Khatri, B. C. Kong
Format: Article
Language:English
Published: Asian-Australasian Association of Animal Production Societies 2018-01-01
Series:Asian-Australasian Journal of Animal Sciences
Subjects:
Online Access:http://www.ajas.info/upload/pdf/ajas-31-1-13.pdf
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spelling doaj-b56c2c51c3ca47d28d5f8af2f271f7452020-11-24T22:13:39ZengAsian-Australasian Association of Animal Production SocietiesAsian-Australasian Journal of Animal Sciences1011-23671976-55172018-01-01311131810.5713/ajas.17.047923834Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickensH. R. Kong0N. B. Anthony1K. C. Rowland2B. Khatri3B. C. Kong4 Department of Poultry Science, Center of Excellence for Poultry Science, University of Arkansas, Fayetteville, AR 72701, USA Department of Poultry Science, Center of Excellence for Poultry Science, University of Arkansas, Fayetteville, AR 72701, USA Department of Poultry Science, Center of Excellence for Poultry Science, University of Arkansas, Fayetteville, AR 72701, USA Department of Poultry Science, Center of Excellence for Poultry Science, University of Arkansas, Fayetteville, AR 72701, USA Department of Poultry Science, Center of Excellence for Poultry Science, University of Arkansas, Fayetteville, AR 72701, USAObjective Meat quality including muscle color in chickens is an important trait and continuous selective pressures for fast growth and high yield have negatively impacted this trait. This study was conducted to investigate genetic variations responsible for regulating muscle color. Methods Whole genome re-sequencing analysis using Illumina HiSeq paired end read method was performed with pooled DNA samples isolated from two broiler chicken lines divergently selected for muscle color (high muscle color [HMC] and low muscle color [LMC]) along with their random bred control line (RAN). Sequencing read data was aligned to the chicken reference genome sequence for Red Jungle Fowl (Galgal4) using reference based genome alignment with NGen program of the Lasergene software package. The potential causal single nucleotide polymorphisms (SNPs) showing non-synonymous changes in coding DNA sequence regions were chosen in each line. Bioinformatic analyses to interpret functions of genes retaining SNPs were performed using the ingenuity pathways analysis (IPA). Results Millions of SNPs were identified and totally 2,884 SNPs (1,307 for HMC and 1,577 for LMC) showing >75% SNP rates could induce non-synonymous mutations in amino acid sequences. Of those, SNPs showing over 10 read depths yielded 15 more reliable SNPs including 1 for HMC and 14 for LMC. The IPA analyses suggested that meat color in chickens appeared to be associated with chromosomal DNA stability, the functions of ubiquitylation (UBC) and quality and quantity of various subtypes of collagens. Conclusion In this study, various potential genetic markers showing amino acid changes were identified in differential meat color lines, that can be used for further animal selection strategy.http://www.ajas.info/upload/pdf/ajas-31-1-13.pdfMuscle ColorGenome Re-sequencingSingle Nucleotide Polymorphism MarkersChickens
collection DOAJ
language English
format Article
sources DOAJ
author H. R. Kong
N. B. Anthony
K. C. Rowland
B. Khatri
B. C. Kong
spellingShingle H. R. Kong
N. B. Anthony
K. C. Rowland
B. Khatri
B. C. Kong
Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
Asian-Australasian Journal of Animal Sciences
Muscle Color
Genome Re-sequencing
Single Nucleotide Polymorphism Markers
Chickens
author_facet H. R. Kong
N. B. Anthony
K. C. Rowland
B. Khatri
B. C. Kong
author_sort H. R. Kong
title Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
title_short Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
title_full Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
title_fullStr Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
title_full_unstemmed Genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
title_sort genome re-sequencing to identify single nucleotide polymorphism markers for muscle color traits in broiler chickens
publisher Asian-Australasian Association of Animal Production Societies
series Asian-Australasian Journal of Animal Sciences
issn 1011-2367
1976-5517
publishDate 2018-01-01
description Objective Meat quality including muscle color in chickens is an important trait and continuous selective pressures for fast growth and high yield have negatively impacted this trait. This study was conducted to investigate genetic variations responsible for regulating muscle color. Methods Whole genome re-sequencing analysis using Illumina HiSeq paired end read method was performed with pooled DNA samples isolated from two broiler chicken lines divergently selected for muscle color (high muscle color [HMC] and low muscle color [LMC]) along with their random bred control line (RAN). Sequencing read data was aligned to the chicken reference genome sequence for Red Jungle Fowl (Galgal4) using reference based genome alignment with NGen program of the Lasergene software package. The potential causal single nucleotide polymorphisms (SNPs) showing non-synonymous changes in coding DNA sequence regions were chosen in each line. Bioinformatic analyses to interpret functions of genes retaining SNPs were performed using the ingenuity pathways analysis (IPA). Results Millions of SNPs were identified and totally 2,884 SNPs (1,307 for HMC and 1,577 for LMC) showing >75% SNP rates could induce non-synonymous mutations in amino acid sequences. Of those, SNPs showing over 10 read depths yielded 15 more reliable SNPs including 1 for HMC and 14 for LMC. The IPA analyses suggested that meat color in chickens appeared to be associated with chromosomal DNA stability, the functions of ubiquitylation (UBC) and quality and quantity of various subtypes of collagens. Conclusion In this study, various potential genetic markers showing amino acid changes were identified in differential meat color lines, that can be used for further animal selection strategy.
topic Muscle Color
Genome Re-sequencing
Single Nucleotide Polymorphism Markers
Chickens
url http://www.ajas.info/upload/pdf/ajas-31-1-13.pdf
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