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对尼洛里小母牛的妊娠早期率和窦卵泡数进行基因组研究和医学主题词富集分析。

Genomic study and Medical Subject Headings enrichment analysis of early pregnancy rate and antral follicle numbers in Nelore heifers.

出版信息

J Anim Sci. 2017 Nov;95(11):4796-4812. doi: 10.2527/jas2017.1752.

Abstract

Zebu animals () are known to take longer to reach puberty compared with taurine animals (), limiting the supply of animals for harvest or breeding and impacting profitability. Genomic information can be a helpful tool to better understand complex traits and improve genetic gains. In this study, we performed a genomewide association study (GWAS) to identify genetic variants associated with reproductive traits in Nelore beef cattle. Heifer pregnancy (HP) was recorded for 1,267 genotyped animals distributed in 12 contemporary groups (CG) with an average pregnancy rate of 0.35 (±0.01). Disregarding one of these CG, the number of antral follicles (NF) was also collected for 937 of these animals, with an average of 11.53 (±4.43). The animals were organized in CG: 12 and 11 for HP and NF, respectively. Genes in linkage disequilibrium (LD) with the associated variants can be considered in a functional enrichment analysis to identify biological mechanisms involved in fertility. Medical Subject Headings (MeSH) were detected using the MESHR package, allowing the extraction of broad meanings from the gene lists provided by the GWAS. The estimated heritability for HP was 0.28 ± 0.07 and for NF was 0.49 ± 0.09, with the genomic correlation being -0.21 ± 0.29. The average LD between adjacent markers was 0.23 ± 0.01, and GWAS identified genomic windows that accounted for >1% of total genetic variance on chromosomes 5, 14, and 18 for HP and on chromosomes 2, 8, 11, 14, 15, 16, and 22 for NF. The MeSH enrichment analyses revealed significant ( < 0.05) terms associated with HP-"Munc18 Proteins," "Fucose," and "Hemoglobins"-and with NF-"Cathepsin B," "Receptors, Neuropeptide," and "Palmitic Acid." This is the first study in Nelore cattle introducing the concept of MeSH analysis. The genomic analyses contributed to a better understanding of the genetic control of the reproductive traits HP and NF and provide new selection strategies to improve beef production.

摘要

瘤牛动物()与牛动物()相比,达到性成熟的时间较长,这限制了可供收获或繁殖的动物的供应,并影响了盈利能力。基因组信息可以成为更好地了解复杂性状和提高遗传增益的有用工具。在这项研究中,我们对尼洛拉肉牛进行了全基因组关联研究(GWAS),以鉴定与繁殖性状相关的遗传变异。对 1267 头已基因分型的动物进行了小母牛妊娠(HP)记录,这些动物分布在 12 个当代群体(CG)中,平均妊娠率为 0.35(±0.01)。忽略其中一个 CG,还为其中 937 头动物收集了窦卵泡数(NF),平均为 11.53(±4.43)。这些动物按 CG 分组:HP 和 NF 分别为 12 和 11。与关联变异相关的连锁不平衡(LD)基因可以在功能富集分析中进行考虑,以鉴定与生育力相关的生物学机制。使用 MESHR 包检测医学主题词(MeSH),可以从 GWAS 提供的基因列表中提取广泛的含义。HP 的估计遗传力为 0.28 ± 0.07,NF 的估计遗传力为 0.49 ± 0.09,基因组相关性为-0.21 ± 0.29。相邻标记之间的平均 LD 为 0.23 ± 0.01,GWAS 鉴定了在 HP 上占染色体 5、14 和 18 总遗传方差 >1%的基因组窗口,以及在 NF 上占染色体 2、8、11、14、15、16 和 22 的基因组窗口。MeSH 富集分析显示与 HP 相关的显著(<0.05)术语有“Munc18 蛋白”、“岩藻糖”和“血红蛋白”,与 NF 相关的显著术语有“组织蛋白酶 B”、“神经肽受体”和“棕榈酸”。这是尼洛拉肉牛的第一项引入 MeSH 分析概念的研究。基因组分析有助于更好地了解 HP 和 NF 繁殖性状的遗传控制,并提供了新的选择策略来提高牛肉产量。

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