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Efficient q-Gram Filters for Finding All e-Matches over a Given Length

机译:高效的Q-GRAM滤波器,用于在给定长度上找到所有电子匹配

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Fast and exact comparison of large genomic sequences remains a challenging task in biosequence analysis. We consider the problem of finding all e-matches between two sequences, i.e. all local alignments over a given length with an error rate of at most e. We study this problem theoretically, giving an efficient q-gram filter for solving it. Two applications of the filter are also discussed, in particular genomic sequence assembly and blast-like sequence comparison. Our results show that the method is25 times faster than blast, while not being heuristic.
机译:大型基因组序列的快速和精确比较仍然是生物酶分析中有挑战性的任务。我们考虑找到两个序列之间的所有e匹配的问题,即,在给定长度上的所有局部对齐,具有最多e的错误率。从理论上,我们在理论上研究了这个问题,给出了一个用于解决它的有效Q-GRAM滤清器。还讨论了过滤器的两种应用,特别是基因组序列组件和诸如Blast样序列比较。我们的结果表明,该方法比爆炸速度快25倍,而不是启发式。

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