Title :
Physiochemical Constraints in Influenza A Hemagglutinin
Author :
Chang, Pei-chun ; Shieh, Jiunn-i ; Wang, Jing-doo ; Lee, Kuei-jen ; Li, Chung-Hung ; Liu, Hsiang-chuan
Author_Institution :
Dept. of Bioinf., Asia Univ., Taichung
Abstract :
Influenza A viruses are negative-strand RNA viruses. The gene of hemagglutinin (HA) protein in the virus genome is the major molecule that determines the range of hosts. Mutation of HA gene may bring infection cross species. In this paper, we studied physicochemical constraints during the variations of HA gene. Fuzzy measure and Choquet integral were used to estimate the combining effect of different physicochemical properties for single residue in HA protein that related to infective events. With this method, an HA sequence was quantified residue by residue and produced a series of values. Finally, the Hurst exponent was adopted to infer the constraints in the series. We found that the physicochemical constraints in HA sequences mainly falling into two classes of interdependence strength during gene variation, that was distinct from the diversity of clusters in the phylogenetic analysis.
Keywords :
biology computing; diseases; fuzzy set theory; genetics; genomics; integral equations; microorganisms; molecular biophysics; proteins; Choquet integral; HA gene mutation; fuzzy measure; gene variation; hemagglutinin protein; influenza A viruses; interdependence strength; negative-strand RNA viruses; phylogenetic analysis; physicochemical property; physiochemical constraints; virus genome; Asia; Bioinformatics; Capacitive sensors; Computer viruses; Databases; Humans; Influenza; Phylogeny; Proteins; Viruses (medical); Choquet integral; Fuzzy measure; Hurst exponent; Influenza A virus; hemagglutinin;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.712