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Coev-web: a web platform designed to simulate and evaluate coevolving positions along a phylogenetic tree.

机译:Coev-web:旨在模拟和评估沿着系统树的协同进化位置的网络平台。

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摘要

BACKGROUND: Available methods to simulate nucleotide or amino acid data typically use Markov models to simulate each position independently. These approaches are not appropriate to assess the performance of combinatorial and probabilistic methods that look for coevolving positions in nucleotide or amino acid sequences.RESULTS: We have developed a web-based platform that gives a user-friendly access to two phylogenetic-based methods implementing the Coev model: the evaluation of coevolving scores and the simulation of coevolving positions. We have also extended the capabilities of the Coev model to allow for the generalization of the alphabet used in the Markov model, which can now analyse both nucleotide and amino acid data sets. The simulation of coevolving positions is novel and builds upon the developments of the Coev model. It allows user to simulate pairs of dependent nucleotide or amino acid positions.CONCLUSIONS: The main focus of our paper is the new simulation method we present for coevolving positions. The implementation of this method is embedded within the web platform Coev-web that is freely accessible at http://coev.vital-it.ch/, and was tested in most modern web browsers.
机译:背景:用于模拟核苷酸或氨基酸数据的可用方法通常使用马尔可夫模型来独立地模拟每个位置。这些方法不适用于评估寻找核苷酸或氨基酸序列中共同进化位置的组合方法和概率方法的性能。结果:我们开发了一个基于网络的平台,该平台可方便用户访问两种基于系统发育的方法,以实现Coev模型:共同发展分数的评估和共同发展位置的模拟。我们还扩展了Coev模型的功能,以允许对可用于分析核苷酸和氨基酸数据集的Markov模型中使用的字母进行泛化。共同发展的职位的模拟是新颖的,并且建立在Coev模型的发展基础上。它使用户可以模拟成对的依赖核苷酸或氨基酸位置。结论:本文的主要重点是我们提出的用于共同进化位置的新模拟方法。此方法的实现嵌入在Web平台Coev-web中,该平台可从http://coev.vital-it.ch/免费访问,并已在大多数现代Web浏览器中进行了测试。

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