Skip to main content
Journal of Cellular and Molecular Medicine logoLink to Journal of Cellular and Molecular Medicine
. 2007 May 1;6(2):279–303. doi: 10.1111/j.1582-4934.2002.tb00196.x

Conversion of nucleotides sequences into genomic signals

P D Cristea 1,
PMCID: PMC6740102  PMID: 12169214

Abstract

An original tetrahedral representation of the Genetic Code (GC) that better describes its structure, degeneration and evolution trends is defined. The possibility to reduce the dimension of the representation by projecting the GC tetrahedron on an adequately oriented plane is also analyzed, leading to some equivalent complex representations of the GC. On these bases, optimal symbolic‐to‐digital mappings of the linear, nucleic acid strands into real or complex genomic signals are derived at nucleotide, codon and amino acid levels. By converting the sequences of nucleotides and polypeptides into digital genomic signals, this approach offers the possibility to use a large variety of signal processing methods for their handling and analysis. It is also shown that some essential features of the nucleotide sequences can be better extracted using this representation. Specifically, the paper reports for the first time the existence of a global helicoidal wrapping of the complex representations of the bases along DNA sequences, a large scale trend of genomic signals. New tools for genomic signal analysis, including the use of phase, aggregated phase, unwrapped phase, sequence path, stem representation of components’relative frequencies, as well as analysis of the transitions are introduced at the nucleotide, codon and amino acid levels, and in a multiresolution approach.

Keywords: genomics, genetic code, genomic signals, complex represention, phase analysis, unwrapped phase, sequence path

References

  • 1. Venter J.C., et al., Draft analysis of the human genome by celera genomics, Science, 291: 1304–1351, 2001, http://www.sciencemag.org. [DOI] [PubMed] [Google Scholar]
  • 2. International Human Genome Sequencing Consortium , Initial sequencing and analysis of the human genome, Nature, 409: 860–911, 2001. 11237011 [Google Scholar]
  • 3. The Genome Data Base , http://gdbwww.gdb.org/, Genome Browser, http://genome.ucsc.edu, European Informatics Institute, http://www.ebl.ac.uk, Ensembl., http://www.ensembl.org.
  • 4. National center for Biotechnology Information , NLM, NIH, ftp://ncbi.nlm.nih.gov/genoms/H.sapiens/.
  • 5. Gee H., Junk Science, Draft of a journey into the genome: What's there, Nature, http://www.nature.com.
  • 6. Cristea P., Independent component analysis for genetic signals, Short Course, San Jose, U.S.A., SPIE Conference BiOS 2001 - International Biomedical Optics Symposium, SC316: 20–26 2001, 21 January 2002. [Google Scholar]
  • 7. Myers E.W., et al., A Whole‐Genome Assembly of Drosophila, Science, 287: 2196–2204, 2000. [DOI] [PubMed] [Google Scholar]
  • 8. Doolittle W.F., Phylogenetic classification and the universal tree, Science, 284: 2124–2128, 1999. [DOI] [PubMed] [Google Scholar]
  • 9. Andersson J.O., Nesbø C.L., Are there bugs in our genome?, Science Express : 2001. [DOI] [PubMed]
  • 10. Davis R.H., Weller S.G., The Gist of Genetics, Jones & Bartlett Publishers, 1996, 1998. [Google Scholar]
  • 11. Anastassiou D., Frequency‐domain analysis of biomolecular sequences, Bioinformatics, 16: 1073–1081, 2000. [DOI] [PubMed] [Google Scholar]
  • 12. Cristea P., Genetic signals: An emerging concept, Proceedings of IWSSIP 2001 pp. 17–22, 2001.
  • 13. Cristea P., Genetic signal analysis, Proceedings of ISSPA 2001 ‐ The Sixth International Symposium on Signal Processing and its Applications, Invited Paper, Kuala Lumpur, Malaysia, August 13 ‐ 16, 2001, pp. 703–706.
  • 14. Cristea P., Genetic signal representation and analysis, SPIE Conference BiOS 2002 ‐ International Biomedical Optics Symposium, Functional Monitoring and Drug‐Tissue Interaction, San Jose, USA, 19–25 January 2002, Conference 4623.

Articles from Journal of Cellular and Molecular Medicine are provided here courtesy of Blackwell Publishing

RESOURCES