It has not been obvious how to map a genomic sequence into the numbers to elucidate its periodicities by digital signal processing (DSP) in accord with the underlying biology [1]. The well known DNA spectra and their extensions appear the A-T-C-G--base-wise by Fourier (FT), wavelet (WT) or related transforms of the indicatory functions (IF-s) of these bases. The IF assumes either 1-in the presence or 0-in the absence of the indicated base in sequence. The IF's spectra can be next combined in a different way including the optimal one to provide the net spectrum [2]. In this contribution, it is attempted, and not limited to; showing that single channel numeric DNA also turns out to be sufficient for biologically meaningful results by DSP with accompanying merits. Plausibility is possible considering any RNA message as a single-channel coded waveform; by the triplets of the codon bases which code for 20 different amino acids. This in turn enables a clear justification for the coding rhythm in terms of the codon usage frequency (CUF) and the gene series autocorrelation. The latter simply assesses a self-similarity of the message. Along with appending well established communication insight to biological perspectives, the answer to how the genetic code is becoming specific, inducing the self-similarity of the coded sequences under the three-base-shift case is addressed. Supporting the focus, there are some findings in vertebrates' genes data elucidated by the EMD of Huang-Hilbert transform (H-HT) [3]; these are long-term spectra relevant to the coding, the content of dicodons and the structural properties of coded proteins [4]. Also a new finding in the coding rhythm--the one which is attributed to the coding DNA, is included. This is the net coding rhythms in Homo sapiens, Homo sapiens house-keeping and vertebrates' genes comparison by histograms of adaptively tracked amplitudes case. It is intriguing how spectral features of genomic sequences correspond to related physical phenomena [5-8].
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http://dx.doi.org/10.1109/IEMBS.2011.6090678 | DOI Listing |
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