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Graph theoretical analysis of HIV protease mutations

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CONTRIBUTORS:
  Author Nepusz, Tamás
  Author Borgulya, Gábor (b. 1975, d. ----)
  Author Bazsó, Fülöp
CONFERENCE NAME:
  NetSci'07 International Workshop and Conference on Network Science. May 20-25, 2007
CONF. LOCATION: New York Hall of Science, Queens, NYC, USA
CONFERENCE YEAR: 2007
PUB TYPE: Conference Presentation
SUBJECT(S): None
DISCIPLINE: Research Methods
HTTP: http://www.nd.edu/~netsci/
LANGUAGE: English
PUB ID: 103-442-865 (Last edited on 2008/05/26 03:00:13 GMT-6)
SPONSOR(S):
 
ABSTRACT:
INTRUDUCTION: Position dependence of mutational influence in HIV virus is revealed using Szemerédi’s Regularity Lemma. Information about viral genome available from the EuResist database is represented as a weighted graph. Each vertex in the graph represents a position in the viral protease sequence. Vertices are connected with weighted directed edges. Edge weight is identified with the coefficients of constraints. In order to reduce the information, edges
below a prescribed threshold value are disregarded. In the obtained graph a Szemerédi-lemma based clustering is performed, in which positions with similar mutational tendencies are grouped together.
CONCLUSION: A new methodological tool is developed, sensitive enough to detect position dependent directional influence in mutational tendencies in highly variable genetic code.
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