A. Krivoruchko, T. Saprikina, M. Kukharuk, M. Selionova
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Quality control of genotyping, as well as genetic and statistical analysis of the obtained data, was performed using PLINK V.1.07. Visualization and plotting were carried out using the QQman package in the R programming language. A genome- wide study for associations showed a significant relationship between 10 detected SNPs and the average daily gain. Analysis of the localization of single nucleotide substitutions found 5 genes next to them: BABAM2, ELL2, ENSOARG00000019376, PLA2G10, ENSOARG00000003785. Their protein products are involved in the implementation of genetic information, cell differentiation and the flow of important metabolic processes in the body. Further research is needed to study the structure of the proposed candidate genes in order to understand the mechanisms of their influence on the phenotypic manifestation of economically valuable traits in sheep of domestic breeds.","PeriodicalId":14419,"journal":{"name":"International Journal of Veterinary Medicine","volume":"82 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genome-wide study for SNPS associated with average daily growth for genotyping by sequencing and identification of candidate genes in jalgin merino\",\"authors\":\"A. Krivoruchko, T. Saprikina, M. Kukharuk, M. 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引用次数: 0
摘要
为了提高绵羊的生产品质,一个重要的因素是选择具有经济价值性状的动物。为此,基于基因分型数据的标记相关选择方法被广泛应用。全基因组关联研究(Genome-wide association study, GWAS)是一种通过测序来确定适合基因分型的单核苷酸替代位点和发现新的生产性状候选基因的研究方法。本工作致力于利用GWAS方法在雅尔金美利奴山羊中寻找与“平均日增重”性状相关的基因组位点,以进一步用于育种。使用Illumina Ovine Infinium HD BeadChip 600K对斯塔夫罗波尔地区伊帕托夫斯基地区饲养的12个月大的公羊进行了全基因组研究。采用PLINK V.1.07软件进行基因分型质量控制,并对所得数据进行遗传和统计分析。利用R语言中的QQman软件包进行可视化和绘图。一项全基因组关联研究显示,10个检测到的snp与平均日增重之间存在显著关系。单核苷酸置换定位分析发现与它们相邻的5个基因为BABAM2、ELL2、ENSOARG00000019376、PLA2G10、ENSOARG00000003785。它们的蛋白质产物参与遗传信息的实现、细胞分化和体内重要代谢过程的流动。为了进一步了解候选基因对家羊经济性状表型表现的影响机制,需要对候选基因的结构进行进一步研究。
Genome-wide study for SNPS associated with average daily growth for genotyping by sequencing and identification of candidate genes in jalgin merino
To improve the productive qualities of sheep bred in sheep farms, an important factor is the selection activities aimed at selecting animals for economically valuable traits. For this purpose, methods of markerassociated selection based on genotyping data are widely used. Genome-wide association study (GWAS) is used to identify single nucleotide substitutions suitable for genotyping by sequencing and to discover new candidate genes for productive traits. This work is devoted to the search for genome loci associated with the "average daily gain" trait using the GWAS method in Jalgin Merino for further use in breeding. A genome-wide study was carried out using Illumina Ovine Infinium HD BeadChip 600K on rams aged 12 months, bred in the Ipatovsky district of the Stavropol Territory. Quality control of genotyping, as well as genetic and statistical analysis of the obtained data, was performed using PLINK V.1.07. Visualization and plotting were carried out using the QQman package in the R programming language. A genome- wide study for associations showed a significant relationship between 10 detected SNPs and the average daily gain. Analysis of the localization of single nucleotide substitutions found 5 genes next to them: BABAM2, ELL2, ENSOARG00000019376, PLA2G10, ENSOARG00000003785. Their protein products are involved in the implementation of genetic information, cell differentiation and the flow of important metabolic processes in the body. Further research is needed to study the structure of the proposed candidate genes in order to understand the mechanisms of their influence on the phenotypic manifestation of economically valuable traits in sheep of domestic breeds.