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A Pathway-Centered Analysis of Pig Domestication and Breeding in Eurasia

机译:欧亚大陆猪的驯化和育种的途径中心分析

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摘要

Ascertaining the molecular and physiological basis of domestication and breeding is an active area of research. Due to the current wide distribution of its wild ancestor, the wild boar, the pig (Sus scrofa) is an excellent model to study these processes, which occurred independently in East Asia and Europe ca. 9000 yr ago. Analyzing genome variability patterns in terms of metabolic pathways is attractive since it considers the impact of interrelated functions of genes, in contrast to genome-wide scans that treat genes or genome windows in isolation. To that end, we studied 40 wild boars and 123 domestic pig genomes from Asia and Europe when metabolic pathway was the unit of analysis. We computed statistical significance for differentiation (Fst) and linkage disequilibrium (nSL) statistics at the pathway level. In terms of Fst, we found 21 and 12 pathways significantly differentiated at a q-value < 0.05 in Asia and Europe, respectively; five were shared across continents. In Asia, we found six significant pathways related to behavior, which involved essential neurotransmitters like dopamine and serotonin. Several significant pathways were interrelated and shared a variable percentage of genes. There were 12 genes present in >10 significant pathways (in terms of Fst), comprising genes involved in the transduction of a large number of signals, like phospholipase PCLB1, which is expressed in the brain, or ITPR3, which has an important role in taste transduction. In terms of nSL, significant pathways were mainly related to reproductive performance (ovarian steroidogenesis), a similarly important target trait during domestication and modern animal breeding. Different levels of recombination cannot explain these results, since we found no correlation between Fst and recombination rate. However, we did find an increased ratio of deleterious mutations in domestic vs. wild populations, suggesting a relaxed functional constraint associated with the domestication and breeding processes. Purifying selection was, nevertheless, stronger in significantly differentiated pathways than in random pathways, mainly in Europe. We conclude that pathway analysis facilitates the biological interpretation of genome-wide studies. Notably, in the case of pig, behavior played an important role, among other physiological and developmental processes.
机译:确定驯化和育种的分子和生理基础是一个活跃的研究领域。由于野猪的当前广泛分布,猪(Sus scrofa)是研究这些过程的极好模型,它们独立发生在东亚和欧洲。 9000年前。从代谢途径的角度分析基因组变异性模式具有吸引力,因为它考虑了基因相互关联的功能的影响,这与单独处理基因或基因组窗口的全基因组扫描相反。为此,我们以代谢途径为分析单位,研究了来自亚洲和欧洲的40个野猪和123个家养猪基因组。我们在通路水平上计算了差异(Fst)和连锁不平衡(nSL)统计的统计显着性。在Fst方面,我们发现在亚洲和欧洲,分别有21条和12条途径在q值<0.05时有显着差异。五大洲之间共享。在亚洲,我们发现了与行为有关的六个重要途径,这些途径涉及必需的神经递质,如多巴胺和5-羟色胺。几个重要的途径相互关联并共享可变百分比的基因。在超过10条重要途径中存在12个基因(就Fst而言),包括参与大量信号转导的基因,例如在脑中表达的磷脂酶PCLB1或ITPR3,其在味觉转导。就nSL而言,重要的途径主要与生殖性能(卵巢类固醇生成)有关,这是驯化和现代动物育种中同样重要的目标性状。不同的重组水平不能解释这些结果,因为我们发现Fst和重组率之间没有相关性。但是,我们的确发现了家庭种群与野生种群中有害突变的比率增加,表明与驯化和育种过程相关的宽松的功能限制。然而,主要在欧洲,在明显分化的途径中,纯化选择比在随机途径中更强。我们得出结论,通路分析有助于全基因组研究的生物学解释。值得注意的是,就猪而言,行为在其他生理和发育过程中起着重要作用。

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