Dataset Information
Genome-wide association analysis of egg production performance in chickens across the whole laying period.
Ontology highlight
ABSTRACT: Background
Egg production is the most economically-important trait in layers as it directly influences benefits of the poultry industry. To better understand the genetic architecture of egg production, we measured traits including age at first egg (AFE), weekly egg number (EN) from onset of laying eggs to 80?weeks which was divided into five stage (EN1: from onset of laying eggs to 23?weeks, EN2: from 23 to 37?weeks, EN3: from 37 to 50?weeks, EN4: from 50 to 61?weeks, EN5: from 61 to 80?weeks) based on egg production curve and total egg number across the whole laying period (Total-EN). Then we performed genome-wide association studies (GWAS) in 1078 Rhode Island Red hens using a linear mixed model.Results
Estimates of pedigree and SNP-based genetic parameter showed that AFE and EN1 exhibited high heritability (0.51?±?0.09, 0.53?±?0.08), while the h2 for EN in other stages varied from low (0.07?±?0.04) to moderate (0.24?±?0.07) magnitude. Subsequently, seven univariate GWAS for AFE and ENs were carried out independently, from which a total of 161 candidate SNPs located on GGA1, GGA2, GGA5, GGA6, GGA9 and GGA24 were identified. Thirteen SNP located on GGA6 were associated with AFE and an interesting gene PRLHR that may affect AFE through regulating oxytocin secretion in chickens. Sixteen genome-wide significant SNPs associated with EN3 were in a strong linkage disequilibrium (LD) region spanning from 117.87?Mb to 118.36?Mb on GGA1 and the most significant SNP (rs315777735) accounted for 3.57% of phenotypic variance. Genes POLA1, PDK3, PRDX4 and APOO identified by annotating sixteen genome-wide significant SNPs can be considered as candidates associated with EN3. Unfortunately, our study did not find any candidate gene for the total egg number.Conclusions
Findings in our study could provide promising genes and SNP markers to improve egg production performance based on marker-assisted breeding selection, while further functional validation is still needed in other populations.
SUBMITTER: Liu Z
PROVIDER: S-EPMC6693279 | biostudies-literature | 2019 Aug
REPOSITORIES: biostudies-literature
Publications
Genome-wide association analysis of egg production performance in chickens across the whole laying period.
BMC genetics 20190814 1
<h4>Background</h4>Egg production is the most economically-important trait in layers as it directly influences benefits of the poultry industry. To better understand the genetic architecture of egg production, we measured traits including age at first egg (AFE), weekly egg number (EN) from onset of laying eggs to 80 weeks which was divided into five stage (EN1: from onset of laying eggs to 23 weeks, EN2: from 23 to 37 weeks, EN3: from 37 to 50 weeks, EN4: from 50 to 61 weeks, EN5: from 61 to 80 ...[more]