Title :
TreeRefiner: a tool for refining a multiple alignment on a phylogenetic tree
Author :
Manohar, Aswath ; Batzoglou, Serafim
Author_Institution :
Dept. of Comput. Sci., Stanford Univ., CA, USA
Abstract :
We present TreeRefiner, a tool for refining multiple alignments of biological sequences. Given a multiple alignment, a phylogenetic tree, and scoring parameters as input, TreeRefiner optimizes the sum-of-pairs function in a restricted three-dimensional space around the alignment. At each internal node of the unrooted tree, the multiple alignment is projected to the sub-alignments corresponding to the three neighboring nodes, and three-dimensional dynamic programming is performed within a user-specified radius r around the original alignment. We test TreeRefiner on simulated sequences aligned by several popular tools, and demonstrate substantial improvements in the percentage of correctly aligned positions.
Keywords :
biology computing; dynamic programming; evolution (biological); genetics; trees (mathematics); TreeRefiner; biological sequences; internal node; multiple alignment refining tool; neighboring nodes; phylogenetic tree; scoring parameters; simulated sequences; sum-of-pairs function; three-dimensional dynamic programming; unrooted tree; user-specified radius; Bioinformatics; Biological system modeling; Biology; Computer science; Dynamic programming; Genomics; Iterative methods; Phylogeny; Proteins; Testing;
Conference_Titel :
Computational Systems Bioinformatics Conference, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7695-2344-7
DOI :
10.1109/CSB.2005.53