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首页> 外文期刊>Computational Biology and Bioinformatics, IEEE/ACM Transactions on >Simultaneous Identification of Duplications, Losses, and Lateral Gene Transfers
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Simultaneous Identification of Duplications, Losses, and Lateral Gene Transfers

机译:同时识别重复,丢失和横向基因转移

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摘要

We give a fixed-parameter algorithm for the problem of enumerating all minimum-cost LCA-reconciliations involving gene duplications, gene losses, and lateral gene transfers (LGTs) for a given species tree S and a given gene tree G. Our algorithm can work for the weighted version of the problem, where the costs of a gene duplication, a gene loss, and an LGT are left to the user's discretion. The algorithm runs in O(m+3^{k/c} n) time, where m is the number of vertices in S, n is the number of vertices in G, c is the smaller between a gene duplication cost and an LGT cost, and k is the minimum cost of an LCA-reconciliation between S and G. The time complexity is indeed better if the cost of a gene loss is greater than 0. In particular, when the cost of a gene loss is at least 0.614c, the running time of the algorithm is O(m+2.78^{k/c}n).
机译:对于给定物种树S和给定基因树G的所有涉及基因复制,基因损失和侧向基因转移(LGT)的所有最小成本LCA和解问题,我们给出了一个固定参数算法。我们的算法可以工作对于问题的加权版本,基因复制,基因损失和LGT的成本由用户自行决定。该算法以O(m + 3 ^ {k / c} n)的时间运行,其中m是S中的顶点数,n是G中的顶点数,c在基因复制成本和LGT之间较小成本,k是S和G之间进行LCA调节的最小成本。如果基因损失的成本大于0,则时间复杂度确实更好。特别是,当基因损失的成本至少为0.614时c,该算法的运行时间为O(m + 2.78 ^ {k / c} n)。

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