Department of Chemistry, The University of the West Indies, Mona Campus, Kingston 7, Jamaica.
Bull Math Biol. 2023 Sep 1;85(10):94. doi: 10.1007/s11538-023-01196-7.
In this contribution, a general expression is derived for the probability density of the time to the most recent common ancestor (TMRCA) of a simple birth-death tree, a widely used stochastic null-model of biological speciation and extinction, conditioned on the constant birth and death rates and number of extant lineages. This density is contrasted with a previous result which was obtained using a uniform prior for the time of origin. The new distribution is applied to two problems of phylogenetic interest. First, that of the probability of the number of taxa existing at any time in the past in a tree of a known number of extant species, and given birth and death rates, and second, that of determining the TMRCA of two randomly selected taxa in an unobserved tree that is produced by a simple birth-only, or Yule, process. In the latter case, it is assumed that only the rate of bifurcation (speciation) and the size, or number of tips, are known. This is shown to lead to a closed-form analytical expression for the probability distribution of this parameter, which is arrived at based on the known mathematical form of the age distribution of Yule trees of a given size and branching rate, which is derived here de novo, and a similar distribution which additionally is conditioned on tree age. The new distribution is the exact Yule prior for divergence times of pairs of taxa under the stated conditions and is potentially useful in statistical (Bayesian) inference studies of phylogenies.
在本研究中,针对具有恒定出生率和死亡率以及现存分支数量的简单 Birth-Death 树(一种广泛应用于生物物种形成和灭绝的随机零模型),推导出了其最近共同祖先(TMRCA)时间的概率密度的一般表达式。将该密度与先前使用起源时间的均匀先验获得的结果进行了对比。新分布应用于两个具有系统发育意义的问题。首先,已知现存物种数量的树上,过去任何时间存在的分类单元数量的概率问题,以及出生率和死亡率的问题;其次,在由简单 Birth-Only(或 Yule)过程产生的未观测树中,确定两个随机选择的分类单元的 TMRCA 问题。在后一种情况下,假设仅知道分支(物种形成)的速率以及大小(或尖端数量)。这导致了该参数概率分布的封闭形式解析表达式,该表达式是基于给定大小和分支率的 Yule 树的年龄分布的已知数学形式得出的,该形式是此处新推导出的,并且是在还额外考虑了树龄的条件下的类似分布。在所述条件下,新分布是对分类单元对的分歧时间的精确 Yule 先验,并且在系统发育的统计(贝叶斯)推断研究中具有潜在的用途。