Li Yi, Gao Yuxuan, Kim You-Sam, Iqbal Asif, Kim Jong-Joo
School of Statistics, Shanxi University of Finance & Economics, Taiyuan 030006, China.
School of Biotechnology, Yeungnam University, Gyeongsan 712-749, Korea.
Asian-Australas J Anim Sci. 2017 Jan;30(1):8-19. doi: 10.5713/ajas.16.0170. Epub 2016 May 22.
A whole genome association study was conducted to identify single nucleotide polymorphisms (SNPs) with additive and dominant effects for growth and carcass traits in Korean native cattle, Hanwoo.
The data set comprised 61 sires and their 486 Hanwoo steers that were born between spring of 2005 and fall of 2007. The steers were genotyped with the 35,968 SNPs that were embedded in the Illumina bovine SNP 50K beadchip and six growth and carcass quality traits were measured for the steers. A series of lack-of-fit tests between the models was applied to classify gene expression pattern as additive or dominant.
A total of 18 (0), 15 (3), 12 (8), 15 (18), 11 (7), and 21 (1) SNPs were detected at the 5% chromosome (genome) - wise level for weaning weight (WWT), yearling weight (YWT), carcass weight (CWT), backfat thickness (BFT), muscle area (LMA) and marbling score, respectively. Among the significant 129 SNPs, 56 SNPs had additive effects, 20 SNPs dominance effects, and 53 SNPs both additive and dominance effects, suggesting that dominance inheritance mode be considered in genetic improvement for growth and carcass quality in Hanwoo. The significant SNPs were located at 33 quantitative trait locus (QTL) regions on 18 chromosomes (i.e. BTA 3, 4, 5, 6, 7, 9, 11, 12, 13, 14, 16, 17, 18, 20, 23, 26, 28, and 29) were detected. There is strong evidence that BTA14 is the key chromosome affecting CWT. Also, BTA20 is the key chromosome for almost all traits measured (WWT, YWT, LMA).
The application of various additive and dominance SNP models enabled better characterization of SNP inheritance mode for growth and carcass quality traits in Hanwoo, and many of the detected SNPs or QTL had dominance effects, suggesting that dominance be considered for the whole-genome SNPs data and implementation of successive molecular breeding schemes in Hanwoo.
开展一项全基因组关联研究,以鉴定韩牛(韩国本土牛)生长和胴体性状的具有加性和显性效应的单核苷酸多态性(SNP)。
数据集包括61头公牛及其486头韩牛阉牛,这些阉牛出生于2005年春季至2007年秋季之间。用Illumina牛SNP 50K芯片中包含的35,968个SNP对阉牛进行基因分型,并测量了阉牛的六个生长和胴体品质性状。对模型之间进行了一系列拟合优度检验,以将基因表达模式分类为加性或显性。
在5%染色体(基因组)水平上,分别在断奶体重(WWT)、周岁体重(YWT)、胴体重(CWT)、背膘厚度(BFT)、肌肉面积(LMA)和大理石花纹评分方面检测到总共18(0)、15(3)、12(8)、15(18)、11(7)和21(1)个SNP。在这129个显著的SNP中,56个SNP具有加性效应,20个SNP具有显性效应,53个SNP同时具有加性和显性效应,这表明在韩牛生长和胴体品质的遗传改良中应考虑显性遗传模式。显著的SNP位于18条染色体(即BTA 3、4、5、6、7、9、11、1十二、13、14、16、17、18、20、23、26、28和29)上的33个数量性状基因座(QTL)区域。有强有力的证据表明BTA14是影响CWT的关键染色体。此外,BTA20是几乎所有测量性状(WWT、YWT、LMA)的关键染色体。
各种加性和显性SNP模型的应用能够更好地表征韩牛生长和胴体品质性状的SNP遗传模式,并且检测到的许多SNP或QTL具有显性效应,这表明在韩牛全基因组SNP数据及后续分子育种方案的实施中应考虑显性因素。