Author:
Wang Jie,Liu Zhansheng,Cao Dingguo,Liu Jie,Li Fuwei,Han Heguo,Han Haixia,Lei Qiuxia,Liu Wei,Li Dapeng,Wang Jianxia,Zhou Yan
Abstract
Abstract
Background
Egg laying rate (LR) is associated with a clutch, which is defined as consecutive days of oviposition. The clutch trait can be used as a selection indicator to improve egg production in poultry breeding. However, little is known about the genetic basis of clutch traits. In this study, our aim was to estimate genetic parameters and identify quantitative trait single nucleotide polymorphisms for clutch traits in 399 purebred Laiwu Black chickens (a native Chinese breed) using a genome-wide association study (GWAS).
Methods
In this work, after estimating the genetic parameters of age at first egg, body weight at first egg, LR, longest clutch until 52 week of age, first week when the longest clutch starts, last week when the longest clutch ends, number of clutches, and longest number of days without egg-laying until 52 week of age, we identified single nucleotide polymorphisms (SNPs) and potential candidate genes associated with clutch traits in Laiwu Black chickens. The restricted maximum likelihood method was used to estimate genetic parameters of clutch pattern in 399 Laiwu Black hens, using the GCTA software.
Results
The results showed that SNP-based heritability estimates of clutch traits ranged from 0.06 to 0.59. Genotyping data were obtained from whole genome re-sequencing data. After quality control, a total of 10,810,544 SNPs remained to be analyzed. The GWAS revealed that 421 significant SNPs responsible for clutch traits were scattered on chicken chromosomes 1–14, 17–19, 21–25, 28 and Z. Among the annotated genes, NELL2, SMYD9, SPTLC2, SMYD3 and PLCL1 were the most promising candidates for clutch traits in Laiwu Black chickens.
Conclusion
The findings of this research provide critical insight into the genetic basis of clutch traits. These results contribute to the identification of candidate genes and variants. Genes and SNPs potentially provide new avenues for further research and would help to establish a framework for new methods of genomic prediction, and increase the accuracy of estimated genetic merit for egg production and clutch traits.
Funder
Agricultural Stock Breeding Project of Shandong Province
Agricultural Scientific and Technological Innovation Project of Shandong Academy of Agricultural Sciences
Agricultural Breed Project of Shandong Province
Shandong Provincial Natural Science Foundation
China Agriculture Research System of MOF and MARA
The Key Research Program of Shandong province
Agricultural Scientific and Technological Innovation Project of Shandong Academy of Agricultural Sciences
Publisher
Springer Science and Business Media LLC
Cited by
1 articles.
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