Single-step genome-wide association studies and post-GWAS analyses for the number of oocytes and embryos in Gir cattle.

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Renata de Fátima Bretanha Rocha, Arielly Oliveira Garcia, Pamela Itajara Otto, Mateus Guimarães Dos Santos, Marcos Vinícius Barbosa da Silva, Marta Fonseca Martins, Marco Antônio Machado, João Claudio do Carmo Panetto, Simone Eliza Facioni Guimarães
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Abstract

Genome-Wide Association Studies (GWAS) are used for identification of quantitate trait loci (QTL) and genes associated with several traits. We aimed to identify genomic regions, genes, and biological processes associated with number of total and viable oocytes, and number of embryos in Gir dairy cattle. A dataset with 17,526 follicular aspirations, including the following traits: number of viable oocytes (VO), number of total oocytes (TO), and number of embryos (EMBR) from 1641 Gir donors was provided by five different stock farms. A genotype file with 2093 animals and 395,524 SNP markers was used to perform a single-step GWAS analysis for each trait. The top 10 windows with the highest percentage of additive genetic variance explained by 100 adjacent SNPs were selected. The genomic regions identified in our work were overlapped with QTLs from QTL database on chromosomes 1, 2, 5, 6, 7, 8, 9, 13, 17, 18, 20, 21, 22, 24, and 29. These QTLs were classified as External, Health, Meat and carcass, Production or Reproduction traits, and about 38% were related to Reproduction. In total, 117 genes were identified, of which 111 were protein-coding genes. Exclusively associations were observed for 42 genes with EMBR, and 1 with TO. Also, 42 genes were in common between VO and TO, 28 between VO and EMBR, and four genes were in common among all traits. In conclusion, great part of the identified genes plays a functional role in initial embryo development or general cell functions. The protein-coding genes ARNT, EGR1, HIF1A, AHR, and PAX2 are good markers for the production of oocytes and embryos in Gir cattle.

Abstract Image

吉尔牛卵母细胞和胚胎数量的单步全基因组关联研究和gwas后分析。
全基因组关联研究(GWAS)用于鉴定定量性状位点(QTL)和与若干性状相关的基因。我们的目的是确定基因组区域,基因,以及与总卵母细胞数量和胚胎数量相关的生物学过程。5个不同的放养场提供了17526个卵泡,包括以下特征:来自1641个女孩供体的活卵母细胞数量(VO)、总卵母细胞数量(TO)和胚胎数量(EMBR)。使用包含2093只动物和395,524个SNP标记的基因型文件对每个性状进行单步GWAS分析。选择100个相邻snp解释加性遗传方差百分比最高的前10个窗口。在我们的工作中鉴定的基因组区域与QTL数据库中在染色体1、2、5、6、7、8、9、13、17、18、20、21、22、24和29上的QTL重叠。这些qtl分为外型性状、健康性状、肉畜性状、生产性状和繁殖性状,其中与繁殖性状相关的qtl约占38%。共鉴定出117个基因,其中111个为蛋白编码基因。42个基因与EMBR和1个基因与TO呈完全相关。VO与TO共有42个基因,VO与EMBR共有28个基因,所有性状共有4个基因。综上所述,大部分已鉴定的基因在胚胎初始发育或一般细胞功能中起功能作用。蛋白质编码基因ARNT、EGR1、HIF1A、AHR和PAX2是吉尔牛卵母细胞和胚胎产生的良好标记。
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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
期刊介绍: Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.
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