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Evaluating the predictability of conformational switching in RNA

机译:评估RNA中构象转换的可预测性

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Motivation: There are various cases where the biological function of an RNA molecule involves a reversible change of conformation. paRNAss is a software approach to the prediction of such structural switching in RNA. It is based on three hypotheses about the secondary structure space of a switching RNA molecule that can be evaluated by RNA folding and structure comparison. In the positive case, the predicted structural switching must be verified experimentally. Results: After reviewing the strategy used in paRNAss, we present recent improvements on the algorithmic level of the approach, and the results of an evaluation procedure, comprising 1500 RNA sequences. It could be shown that the paRNAss approach performs well on known examples for conformational switching in RNA. The overall number of positive predictions was small, whereas for human 3' UTRs, representing regulatory important regions, it was substantially higher than for arbitrary natural and random sequences.
机译:动机:在许多情况下,RNA分子的生物学功能涉及构象的可逆变化。 paRNAss是一种预测RNA中这种结构转换的软件方法。它基于关于交换RNA分子二级结构空间的三个假设,可以通过RNA折叠和结构比较来评估。在肯定的情况下,必须通过实验验证预测的结构转换。结果:在回顾了在paRNAss中使用的策略后,我们介绍了该方法在算法水平上的最新改进以及包括1500个RNA序列的评估程序的结果。可以证明,paRNAss方法在RNA构象转换的已知实例中表现良好。阳性预测的总数很小,而对于代表调控重要区域的人类3'UTR,其数量要明显高于任意自然序列和随机序列。

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