4.2 Article

Feature analysis of protein structure by using discrete Fourier transform and continuous wavelet transform

期刊

JOURNAL OF MATHEMATICAL CHEMISTRY
卷 46, 期 2, 页码 562-568

出版社

SPRINGER
DOI: 10.1007/s10910-008-9480-6

关键词

Discrete Fourier transform; Continuous wavelet transform; alpha-Helices; Hydrophobicity; Power spectral density

资金

  1. National Natural Science Foundation of China [10571019]

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In this paper, discrete Fourier transform (DFT) and continuous wavelet transform (CWT) are used to predict the protein structure. Hydrophobicity plays a key role in the form of protein structure. The amino acid sequence is first mapped into hydrophobicity sequence, and then process it by DFT and CWT so that power spectral density is gained. The results show that continuous wavelet transform can extract the features of protein structure effectively and availably and has a tremendous development foreground.

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