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Exploring the space of gene/species reconciliations with transfers

机译:探索转移带来的基因/物种和解空间

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Reconciliations between gene and species trees have important applications in the study of genome evolution (e.g. sequence orthology prediction or quantification of transfer events). While numerous methods have been proposed to infer them, little has been done to study the underlying reconciliation space. In this paper, we characterise the reconciliation space for two evolutionary models: the (duplication, loss and transfer) model and a variant of it-the no- model-which does not allow events (a transfer immediately followed by a loss). We provide formulae to compute the size of the corresponding spaces and define a set of transformation operators sufficient to explore the entire reconciliation space. We also define a distance between two reconciliations as the minimal number of operations needed to transform one into the other and prove that this distance is easily computable in the no- model. Computing this distance in the model is more difficult and it is an open question whether it is NP-hard or not. This work constitutes an important step toward reconciliation space characterisation and reconciliation comparison, needed to better assess the performance of reconciliation inference methods through simulations.
机译:基因树与物种树之间的和解在基因组进化研究(例如序列正交学预测或转移事件的量化)中具有重要的应用。虽然已经提出了许多方法来推断它们,但几乎没有做任何工作来研究潜在的和解空间。在本文中,我们描述了两种进化模型的对帐空间:(复制,损失和转移)模型和它的变体-无模型-不允许事件发生(转移后紧随损失)。我们提供公式来计算对应空间的大小,并定义一组足以探索整个对帐空间的变换运算符。我们还将两个对帐之间的距离定义为将一个对帐转换为另一个对帐所需的最小操作数,并证明该距离在no模型中很容易计算。在模型中计算此距离更加困难,是否对NP困难是一个悬而未决的问题。这项工作是实现和解空间特征和和解比较的重要一步,需要通过仿真更好地评估和解推理方法的性能。

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