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Solving the Gene Duplication Feasibility Problem in Linear Time

机译:解决线性时间内的基因复制可行性问题

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The gene duplication model, which has been pioneered by Goodman et al. nearly 40 years ago, is widely-used for resolving the discordance between the evolutionary history of a gene family (gene tree), and the species tree through which this family has evolved. This discordance is explained by reconciling the gene tree with postulated gene duplications that have occurred while the gene tree has evolved along the edges of the species tree, such that the reconciled tree can be embedded into the species tree. Today, for many gene families lower bounds on the number of gene duplications that have occurred along each edge in the species tree can be derived, for example, from known genome duplications. Here, we augment the gene duplication model by using a species tree for the reconciliation whose edges are decorated with such lower bounds, called a (duplication) scenario. A scenario is feasible for a gene family under consideration if there exists a reconciled gene tree for this family whose embedding into the species tree satisfies the lower bounds of the scenario. Non-feasibility of a credible scenario for a gene family can provide a strong indication that this family might not be well-resolved, and identifying well-resolved gene families is a challenging task in evolutionary biology. Here, we provide a linear time algorithm that decides whether a scenario is not feasible when provided a gene family.
机译:基因复制模型,由Goodman等人率先提出。近40年前,它被广泛用于解决基因家族(基因树)的进化史与该家族进化所通过的物种树之间的矛盾。通过使基因树与假定的基因重复相一致来解释这种不一致,假定基因重复是沿着基因树沿着物种树的边缘进化而来的,因此可以将已调节的树嵌入到物种树中。如今,对于许多基因家族而言,沿着物种树中每个边缘发生的基因重复数目的下限可以从例如已知的基因组重复中得出。在这里,我们通过使用物种树进行对账来增强基因复制模型,该树的边缘装饰有这样的下限,称为(复制)场景。如果存在一个针对该基因家族的和解基因树,且该基因树的嵌入物种树满足该方案的下界,则该方案是可行的。对于基因家族而言,可靠方案的不可行性可以提供一个强有力的迹象,表明该家族可能无法得到很好的解决,而确定良好解决的基因家族在进化生物学中是一项艰巨的任务。在这里,我们提供了一个线性时间算法,该算法可以确定在提供基因家族时是否不可行。

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