National Engineering Laboratory for Animal Breeding and MOA Key Laboratory of Animal Genetics and Breeding, College of Animal Science and Technology, China Agricultural University, Beijing, China.
PLoS One. 2011;6(12):e28600. doi: 10.1371/journal.pone.0028600. Epub 2011 Dec 8.
Availability of the complete genome sequence as well as high-density SNP genotyping platforms allows genome-wide association studies (GWAS) in chickens. A high-density SNP array containing 57,636 markers was employed herein to identify associated variants underlying egg production and quality traits within two lines of chickens, i.e., White Leghorn and brown-egg dwarf layers. For each individual, age at first egg (AFE), first egg weight (FEW), and number of eggs (EN) from 21 to 56 weeks of age were recorded, and egg quality traits including egg weight (EW), eggshell weight (ESW), yolk weight (YW), eggshell thickness (EST), eggshell strength (ESS), albumen height(AH) and Haugh unit(HU) were measured at 40 and 60 weeks of age. A total of 385 White Leghorn females and 361 brown-egg dwarf dams were selected to be genotyped. The genome-wide scan revealed 8 SNPs showing genome-wise significant (P<1.51E-06, Bonferroni correction) association with egg production and quality traits under the Fisher's combined probability method. Some significant SNPs are located in known genes including GRB14 and GALNT1 that can impact development and function of ovary, but more are located in genes with unclear functions in layers, and need to be studied further. Many chromosome-wise significant SNPs were also detected in this study and some of them are located in previously reported QTL regions. Most of loci detected in this study are novel and the follow-up replication studies may be needed to further confirm the functional significance for these newly identified SNPs.
基因组序列的完整性以及高密度单核苷酸多态性(SNP)基因分型平台的可用性使得鸡的全基因组关联研究(GWAS)成为可能。本研究使用了一种包含 57636 个标记的高密度 SNP 芯片,旨在鉴定两个鸡品系(白来航鸡和褐壳蛋矮小型鸡)中与产蛋和蛋品质性状相关的变异。对于每个个体,记录了从 21 周到 56 周龄的首次产蛋日龄(AFE)、首次蛋重(FEW)和产蛋数(EN),并在 40 周龄和 60 周龄时测量了蛋品质性状,包括蛋重(EW)、蛋壳重(ESW)、蛋黄重(YW)、蛋壳厚度(EST)、蛋壳强度(ESS)、蛋白高度(AH)和哈夫单位(HU)。共选择了 385 只白来航母鸡和 361 只褐壳蛋矮小型母鸡进行基因分型。全基因组扫描显示,在 Fisher 联合概率法下,有 8 个 SNP 与产蛋和蛋品质性状具有全基因组显著关联(P<1.51E-06,Bonferroni 校正)。一些显著 SNP 位于已知基因中,包括影响卵巢发育和功能的 GRB14 和 GALNT1,但更多 SNP 位于层状中功能不清楚的基因中,需要进一步研究。本研究还检测到许多染色体水平显著的 SNP,其中一些位于先前报道的 QTL 区域。本研究中检测到的大多数基因座都是新的,可能需要进行后续的复制研究来进一步确认这些新鉴定的 SNP 的功能意义。