期刊
BMC GENOMICS
卷 20, 期 -, 页码 -出版社
BMC
DOI: 10.1186/s12864-019-5736-8
关键词
Chicken; Commercial line; Genotyping array; SNP
资金
- National Key Technology RD Program [2015BAD03B03]
- earmarked fund for the modern agro-industry technology research system [CARS-41]
- Agricultural Science and Technology Innovation Program [ASTIP-IAS04, ASTIP-IAS-TS-15]
- National Nonprofit Institute Research Grant [2017ywf-zd-2]
BackgroundChina has the richest local chicken breeding resources in the world and is the world's second largest producer of meat-type chickens. Development of a moderate-density SNP array for genetic analysis of chickens and breeding of meat-type chickens taking utility of those resources is urgently needed for conventional farms, breeding industry, and research areas.ResultsEight representative local breeds or commercial broiler lines with 3 pools of 48 individuals within each breed/line were sequenced and supplied the major SNPs resource. There were 7.09 million - 9.41 million SNPs detected in each breed/line. After filtering using multiple criteria such as preferred incorporation of trait-related SNPs and uniformity of distribution across the genome, 52.18K SNPs were selected in the final array. It consists of: (i) 19.22K SNPs from the genomes of yellow-feathered, cyan-shank partridge and white-feathered chickens; (ii) 5.98K SNPs related to economic traits from the Illumina 60K SNP Bead Chip, which were found as significant associated SNPs with 15 traits in a Beijing-You crossed Cobb F2 resource population by genome-wide association study analysis; (iii) 7.63K SNPs from 861 candidate genes of economic traits; (iv) the 0.94K SNPs related to residual feed intake; and (v) 18.41K from chicken SNPdb. The polymorphisms of 9 extra local breeds and 3 commercial lines were examined with this array, and 40K - 47K SNPs were polymorphic (with minor allele frequency > 0.05) in those breeds. The MDS result showed that those breeds can be clearly distinguished by this newly developed genotyping array.ConclusionsWe successfully developed a 55K genotyping array by using SNPs segregated from typical local breeds and commercial lines. Compared to the existing Affy 600K and Illumina 60K arrays, there were 21,41K new SNPs included on our Affy 55K array. The results of the 55K genotyping data can therefore be imputed to high-density SNPs genotyping data. The array offers a wide range of potential applications such as genomic selection breeding, GWAS of interested traits, and investigation of diversity of different chicken breeds.
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