基于序列的聚类和距离评价系统发育树构建方法

Manmeet Kaur, N. Bawa
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引用次数: 0

摘要

由于蛋白质组学领域的数据越来越多,计算方法需要非常高效。分子序列中最具抗性的部分在功能上对分子更重要。为了保证序列比对的可靠性,对各种比对技术进行了分析。对于所提出的工作,使用了多序列比对,这是进化史的一部分。MSA通过在每个单独的序列位置之间找到同源对应来一次对多个序列进行比对。各种紫花苜蓿品种从NCBI数据库加载。在此基础上,对数据集的划分部分构建系统发育树。使用先进的修剪技术,从先前生成的树中形成一棵树。通过应用阈值条件,得到紧密相关的序列。为了获得最优序列对齐,在两个方向上都应用了移位操作。
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Alignment based method using clustering and distance evaluation for construction of phylogenetic tree
Due to the addition of more and more data in the field of proteomics, the computational methodology needs to be very efficient. The most resistant part of molecular sequence is functionally more important to the molecule. Various alignment techniques are analyzed to ensure the reliability of sequence alignment. For the proposed work Multiple Sequence Alignment is used which is a part of evolutionary history. MSA aligns multiple sequences at a time by finding homologous correspondence between each individual sequence position. Various Medicago Sativa varieties are loaded from NCBI databank. Based on the alignment of these, for the divided parts of the dataset, Phylogenetic Trees are constructed. Using advance pruning techniques, a single tree is formed from the previously generated trees. By applying the threshold conditions, closely related sequences are obtained. For optimal sequence alignment shift operations are applied in both directions.
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