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Understanding the overdispersed molecular clock.

机译:了解过度分散的分子钟。

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摘要

Rates of molecular evolution at some protein encoding loci are more irregular than expected under a simple neutral model of molecular evolution. This pattern of excessive irregularity in protein substitutions is often called the “overdispersed molecular clock,” and is characterized by an index of dispersion, R(T) > 1. Assuming an infinite sites, no recombination model of the gene, and a haploid, Moran population structure, R( T) is derived, in chapter two, for a general stationary model of molecular evolution. R(T) is shown to be affected by fluctuations in parameters only when they occur on a very slow time scale. In order for parameter fluctuations to cause R( T) to deviate significantly from one, the time between parameter changes must be roughly as large, or larger, than the time between substitutions.; Taking a broader look at the theoretical results of chapter two, and aided by computer simulations, chapter three argues that R( T) is affected by only three things: fluctuations that occur on a very slow time scale, advantageous or deleterious mutations, and interactions between mutations. In the absence of interactions, advantageous mutations are shown to lower R(T); deleterious mutations are shown to raise it. Previously described models for the overdispersed molecular clock are analyzed in terms of this work as are a few very simple new models. A model of deleterious mutations is shown to be sufficient to explain the observed values of R(T). Our current best estimates of R(T) suggest that either most mutations are deleterious, or some key population parameter changes on a very slow time scale. Chapter four examines one particular proposed explanation of the overdispersed clock, one which lacks both slow fluctuations and deleterious sites, and shows that this explanation is incapable of explaining the overdispersed clock.; Chapter five examines the consequences an overdispersed clock as on the ability to estimate divergence dates. In this chapter, a method is developed to estimate divergence times using loci that may be overdispersed. The approach is to replace the traditional Poisson process assumption with a more general stationary process assumption. A maximum likelihood model is developed, and a computer program is written to estimate divergence times. In simulation, it is shown that confidence intervals estimated under the traditional Poisson assumptions often vastly underestimate the true confidence limits for overdispersed loci. The method is applied to two data sets, one from land plants, the other from the higher metazoans. Maximum likelihood analysis of the metazoan data set suggests their radiation occurred well over a billion years ago, but confidence intervals are extremely wide. Moreover, it is shown that a model consistent with a Cambrian (or nearly Cambrian) origination of the animal phyla, although significantly less likely than a much older divergence, in absolute terms, fits the data well. It is argued that without an a priori understanding of the variance in the time between substitutions, molecular data sets may be incapable of ever establishing the age of the metazoan radiation.
机译:在简单的中性分子进化模型下,某些蛋白质编码基因座的分子进化速率比预期的更加不规则。这种蛋白质替代中过度不规则的模式通常称为“分子时钟过度分散”,其特征在于分散指数 R T )> 1。在第二章中,针对一般的分子平稳模型,推导了无限的位点,没有该基因的重组模型,并得出了单倍体的莫兰种群结构 R T )。演化。显示 R T )仅在参数波动非常缓慢的时间尺度上受到参数波动的影响。为了使参数波动导致 R T )显着偏离,参数更改之间的时间必须与替换之间的时间大致相同或更大。 。;第三章更广泛地看待第二章的理论结果,并借助计算机模拟,认为 R T )仅受以下三个因素的影响:发生的波动在非常慢的时间范围内,有利或有害的突变以及突变之间的相互作用。在没有相互作用的情况下,有利的突变显示降低了 R T );有害的突变被证明可以提高它。根据这项工作分析了先前描述的过分散分子时钟模型,以及一些非常简单的新模型。结果表明,有害突变模型足以解释 R T )的观察值。我们目前对 R T )的最佳估计表明,要么大多数突变都是有害的,要么某些关键种群参数在很慢的时间范围内发生变化。第四章探讨了对时钟过度分散的一种提出的特殊解释,该解释既缺乏缓慢的波动,又没有有害的场所,并且表明该解释不能解释时钟过度分散。第五章探讨了时钟过度分散对估计发散日期的影响。在本章中,开发了一种使用可能过度分散的基因座估算发散时间的方法。该方法是用更通用的平稳过程假设代替传统的泊松过程假设。开发了最大似然模型,并编写了计算机程序来估计发散时间。在模拟中显示,在传统的泊松假设下估计的置信区间通常大大低估了过度分散基因座的真实置信限。该方法应用于两个数据集,一个来自陆地植物,另一个来自上等生动物。对后生动物数据集的最大似然分析表明,它们的辐射发生在十亿年前,但是置信区间非常宽。此外,研究表明,与动物门的寒武纪(或近寒武纪)起源相一致的模型,尽管从绝对意义上说比远大得多的分歧的可能性要小得多,但与数据吻合得很好。有人认为,如果没有对替换之间时间差异的先验理解,分子数据集可能无法确定后生动物的辐射年龄。

著录项

  • 作者

    Cutler, David Joseph.;

  • 作者单位

    University of California, Davis.;

  • 授予单位 University of California, Davis.;
  • 学科 Biology Genetics.; Biology Biostatistics.
  • 学位 Ph.D.
  • 年度 1999
  • 页码 144 p.
  • 总页数 144
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 遗传学;生物数学方法;
  • 关键词

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