Abstract | ||
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A new algorithm for inferring the evolution of within-host viral sequences is presented. A sequential-linking approach is developed so that a longitudinal phylogenetic tree can be reconstructed from sequential molecular data that are obtained at different time points from the same host. The algorithm employs a codon-based model, which uses a Markov process to describe substitutions between codons, to calculate nonsynonymous and synonymous substitution rates and to distinguish positive selection and neutral evolution. The algorithm is applied to a data set of the V3 region of the HIV-1 envelope genes sequenced at different years after the infection of a single patient. The results suggest that this algorithm may provide a more realistic description of viral evolution than traditional evolutionary models, because it accounts for both neutral and adaptive evolution, and reconstructs a longitudinal phylogenetic tree that describes the dynamic process of viral evolution. |
Year | Venue | Keywords |
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2001 | Pacific Symposium on Biocomputing | phylogenetic tree,neutral evolution,markov process,positive selection |
Field | DocType | ISSN |
Neutral theory of molecular evolution,Phylogenetic tree,Viral evolution,Biology,Molecular evolution,Natural selection,Neutral mutation,Algorithm,Recurrent evolution,Bioinformatics,Genetics,Molecular clock | Conference | 2335-6936 |
Citations | PageRank | References |
4 | 0.81 | 2 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
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F Ren | 1 | 21 | 2.94 |
Soichi Ogishima | 2 | 70 | 7.08 |
H Tanaka | 3 | 10 | 2.34 |