Pathogen Variability. A Genomic Signal Approach
Keywords:
Genomic signals, Pathogen variability, HIV, Influenza, Orthomyxoviridae, Drug resistanceAbstract
The conversion of genomic symbolic sequences into digital signals has been applied for the analysis pathogen variability. Results are given on the variability of Human Immunodeficiency Virus, type 1, subtype F, isolated in Romania, and of the type A avian influenza virus H5N1, for which sequences have been downloaded from GenBank [1]. Nucleotide sequence analysis is corroborated with techniques based on the genomic signal approach to detect pathogen resistance to antiretroviral treatment. In the case of protease (PR) inhibitors, it is found that the treatment induces single nucleotide polimorphisms (SNPs) in specific sites. For moderate resistance, the changes affect the PR enzyme only at the level of the protein, whereas for multiple drug resistance, the RNA gene secondary structure also changes.References
National Center for Biotechnology Information, National Institutes of Health, National Library of Medicine, National Center for Biotechnology Information, GenBank, http://www.ncbi.nlm.nih.gov/genoms
P. D. Cristea, "Representation and Analysis of DNA sequences", in Genomic Signal Processing and Statistics, Editors E.G. Dougherty, I. Shmulevici, Jie Chen, Z. J. Wang, Book Series on Signal Processing and Communications, Hidawi, 2005, pp.15-65.
P. D. Cristea, D. Otelea, Rodica Tuduce, "Study of HIV Variability Based on Genomic Signal Analysis of Protease and Reverse Transcriptase Genes", EMBC'05, Sept. 2005, Shanghai, China.
P. D. Cristea, "Genomic Signal Analysis of Pathogen Variability", SPIE, BO24, paper 5699-52, San Jose, Jan, 2005, 12 pg.
E. Chargaff, "Structure and function of nucleic acids as cell constituents", Fed. Proc., 10, pp. 654- 659, 1951.
D.L. Suarez,.et.al., Comparisons of highly virulent H5N1 influenza A viruses isolated from humans and chickens from Hong Kong, J. Virology, vol. 72 (8), pp. 6678-6688, 1998. (AF046080-99).
E. Ghedin, N. Sengamalay, M. Shumway et al., "Large-scale sequencing of human influenza reveals the dynamic nature of viral genome evolution", Nature, vol. 437, Oct. 2005, pp.1162-1166. http://dx.doi.org/10.1038/nature04239
M.S. Hirsch et al., "Antiretroviral Drug Resistance Testing in Adult HIV-1 Infection", in Proc. Recommendations of an International AIDS Society - USA Panel, JAMA, vol. 283, no. 18, May 10, 2000, pp.2417-2426. http://dx.doi.org/10.1001/jama.283.18.2417
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