Phylogenetic analysis of DNA sequences based on fractional Fourier transform

被引:0
作者
Qian, Kun [1 ]
Luan, Yihui [1 ]
机构
[1] Shandong Univ, Sch Math, Jinan 250100, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Phylogenetic tree; Discrete fractional Fourier transform; Power spectrum moments; Sequence comparison; GRAPHICAL REPRESENTATION; SIMILARITY; PREDICTION; CURVE;
D O I
10.1016/j.physa.2018.06.044
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Phylogenetic analysis of molecular sequences for inferring evolutionary relationships is an essential problem in biology. In this paper, we make an extension of Power Spectrum Moments method based on discrete fractional Fourier transform for phylogenetic analysis. DNA sequences are first converted into numeric sequences, and discrete fractional Fourier transform is then used on these numeric sequences to compute power spectra. By extracting a new jth moment feature based on power spectra, distance matrix is constructed and phylogenetic tree is built. Moreover, we give a guideline for choosing an appropriate order p of discrete fractional Fourier transform through simulation strategy and Friedman test. Our method is tested on three real datasets. Comparing with the Power Spectrum Moments method based on discrete Fourier transform and (1; measure, the results of phylogenetic trees demonstrate that our method is more efficient in inferring biological relationships. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:795 / 808
页数:14
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