Title
A hierarchical approach to aligning collinear regions of genomes.
Abstract
Motivation: As a first approximation, similarity between two long orthologous regions of genomes can be represented by a chain of local similarities. Within such a chain, pairs of successive similarities are collinear (non-conflicting), i.e. segments involved in the nth similarity precede in both sequences segments involved in the (n+1)th similarity. However, when all similarities between two long sequences are considered, usually there are many conflicts between them. Although some conflicts can be avoided by masking transposons or low-complexity sequences, selecting only those similarities that reflect orthology and, thus, belong to the evolutionarily true chain is not trivial. Results: We propose a simple, hierarchical algorithm of finding the true chain of local similarities. Starting from similarities with low P-values, we resolve each pairwise conflict by deleting a similarity with a higher P-value. This greedy approach constructs a chain of similarities faster than when a chain optimal with respect to some global criterion is sought, and makes more sense biologically.
Year
DOI
Venue
2002
10.1093/bioinformatics/18.12.1673
BIOINFORMATICS
Field
DocType
Volume
Software tool,Genome,Pairwise comparison,Computer science,Hierarchical algorithm,Bioinformatics
Journal
18
Issue
ISSN
Citations 
12.0
1367-4803
4
PageRank 
References 
Authors
0.83
10
4
Name
Order
Citations
PageRank
Mikhail A. Roytberg111454.66
Aleksey Y. Ogurtsov2414.42
S A Shabalina3425.55
A S Kondrashov4133.32