Animal Science Journal · 2021 · 22 citations · 31 references
AgricultureGeneticsPoultry ScienceGenomicsPoultry BreedingPoultry GeneticsCandidate Gene AnalysisGenetic EvaluationGenetic ParametersGenome-wide Association StudiesGenotype-phenotype Association AnalysisAmplified Fragment Length Polymorphism AnalysisBody Size EstimationBroiler ChickensGenetic Selection MarkersGenome-wide Association MappingGenome-wide Association Study DesignPhenotype-genotype Association AnalysisSingle-nucleotide Polymorphisms
Chicken body size (BS) is an economically important trait, which has been assessed in many studies for genetic selection. However, previous reports detected functional chromosome mutations or regions using gene chips. The present study used the specific-locus amplified fragment sequencing (SLAF-seq) technology to perform a genome-wide association study (GWAS) of purebred Wenshang Barred chickens. A total of 250 one-day-old male chickens were assessed in this study. Body size in individual birds was measured at 56 days. SLAF-seq was used to genotype and GWAS analysis was carried out using the general linear model (GLM) of the TASSEL program. A total of 1,286,715 single-nucleotide polymorphisms (SNPs) were detected, of which 175,211 were tested as candidate SNPs for genome-wide association analysis using the TASSEL general linear model. Three SNPs markers reached genome-wide significance. Of these, chrZ:81729634, chrZ:81841715, and chrZ:81954149 at 81,729,634, 81,841,715, and 81,954,149 bp of GGA Z were significantly associated with body diagonal length at 56 days (BDL56); and tibia length at 56 days (TL56). These SNPs were close to three genes, including ZCCHC7, PAX5, and MELK. These results open new horizons for studies on BS and should promote the use of Chinese chickens, especially Wenshang Barred chickens.
31
The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2009 · 62.8K citations · Full text
Haploview: analysis and visualization of LD and haplotype maps
Jeffrey C. Barrett, Ben Fry, Julian Maller et al. · Bioinformatics · 2004 · 14.7K citations · Full text
Fast model-based estimation of ancestry in unrelated individuals
David H. Alexander, John Novembre, Kenneth Lange · Genome Research · 2009 · 10.6K citations · Full text