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Evolutionary dynamics of a multiple-ploidy system in Arabidopsis arenosa.

机译:拟南芥多倍体系统的进化动力学。

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摘要

Whole-genome duplication (WGD), which leads to polyploidy, has been implicated in speciation and biological novelty. In plants, many species have experienced historical bouts of WGD or exhibit extant ploidy variation, which is likely representative of an early stage in the evolution of new polyploid lineages. To elucidate the evolutionary dynamics of autopolyploids and species with multiple ploidy levels, I develop population genetic theory in Chapter 2 that I use in Chapter 4 to extract information about the evolutionary history of Arabidopsis arenosa, a European wildflower that has diploid and autotetraploid populations. Chapter 3 involves a separate project exploring the ascertainment bias in restriction site associated DNA sequencing (RADseq). In Chapter 2, I develop coalescent models for autotetraploid species with tetrasomic inheritance and show that the ancestral genetic process in a large population without recombination may be approximated using Kingman's standard coalescent, with a coalescent effective population size 4N. Using this result, I was able to use existing coalescent simulation programs to show in Chapter 4 that, in A. arenosa, a widespread autotetraploid race arose from a single ancestral population. This autopolyploidization event was not accompanied by immediate reproductive isolation between diploids and tetraploids in this species, as I find evidence of extensive interploidy admixture between diploid and tetraploid populations that are geographically close.;To draw these conclusions about population history in Chapter 4, I used a reduced representation genome-sequencing approach based on restriction digestion. However, I was bothered by the possibility that sampling chromosomes based on restriction digestion may introduce a bias in allele frequency estimation due to polymorphisms in restriction sites. To explore the effects of this nonrandom sampling and its sensitivity to different evolutionary parameters, we developed a coalescent-simulation framework in Chapter 3 to mimic the biased recovery of chromosomes in RAdseq experiments. We show that loci with missing haplotypes have estimated diversity statistic values that can deviate dramatically from true values and are also enriched for particular genealogical histories. These results urge caution when applying this technique to make population genetic inferences and helped me tailor analyses in Chapter 4 to accommodate for this particular method of DNA sequencing.
机译:导致多倍体的全基因组复制(WGD)与物种形成和生物新颖性有关。在植物中,许多物种经历了WGD的历史性爆发或表现出现存的倍性变异,这很可能代表了新的多倍体谱系进化的早期阶段。为了阐明具有多倍体水平的同倍体和物种的进化动力学,我在第2章中提出了种群遗传学理论,在第4章中使用了该种群遗传学原理来提取有关拟南芥(Arabidopsis arenosa)(具有二倍体和四倍体种群的欧洲野花)的进化历史的信息。第3章涉及一个单独的项目,探讨限制性位点相关DNA测序(RADseq)中的确定性偏倚。在第2章中,我开发了具有四体遗传的同四倍体物种的合并模型,并表明可以使用Kingman的标准合并近似有效种群的祖先遗传过程,而无需重组,合并有效种群大小为4N。使用这个结果,我能够使用现有的合并模拟程序在第4章中显示,在沙蚕中,一个单一的祖先群体引起了广泛的同源四倍体种族。这种多倍体化事件并没有伴随着该物种二倍体和四倍体之间的即时生殖隔离,因为我发现了在地理上接近的二倍体和四倍体种群之间广泛的倍体间混合的证据。为了得出关于种群历史的这些结论,我使用了基于限制性酶切的简化代表性基因组测序方法。但是,由于限制性酶切位点的多态性,基于限制性酶切消化的染色体采样可能会在等位基因频率估计中引入偏差,这使我感到困扰。为了探索这种非随机采样的效果及其对不同进化参数的敏感性,我们在第3章中建立了一个合并模拟框架,以模拟RAdseq实验中染色体的有偏恢复。我们显示缺少单倍型的基因座具有估计的多样性统计值,该值可能与真实值有很大的出入,并且对于特定的族谱历史也很丰富。这些结果在使用该技术进行群体遗传推断时应引起谨慎,并帮助我在第4章中对分析进行了调整,以适应这种特定的DNA测序方法。

著录项

  • 作者

    Arnold, Brian John.;

  • 作者单位

    Harvard University.;

  • 授予单位 Harvard University.;
  • 学科 Bioinformatics.;Genetics.;Biostatistics.
  • 学位 Ph.D.
  • 年度 2015
  • 页码 176 p.
  • 总页数 176
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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