title: Graph-based modeling of tandem repeats improves global multiple sequence alignment.
abstract: Tandem repeats (TRs) are often present in proteins with crucial functions, responsible for resistance, pathogenicity and associated with infectious or neurodegenerative diseases. This motivates numerous studies of TRs and their evolution, requiring accurate multiple sequence alignment. TRs may be lost or inserted at any position of a TR region by replication slippage or recombination, but current methods assume fixed unit boundaries, and yet are of high complexity. We present a new global graph-based alignment method that does not restrict TR unit indels by unit boundaries. TR indels are modeled separately and penalized using the phylogeny-aware alignment algorithm. This ensures enhanced accuracy of reconstructed alignments, disentangling TRs and measuring indel events and rates in a biologically meaningful way. Our method detects not only duplication events but also all changes in TR regions owing to recombination, strand slippage and other events inserting or deleting TR units. We evaluate our method by simulation incorporating TR evolution, by either sampling TRs from a profile hidden Markov model or by mimicking strand slippage with duplications. The new method is illustrated on a family of type III effectors, a pathogenicity determinant in agriculturally important bacteria Ralstonia solanacearum. We show that TR indel rate variation contributes to the diversification of this protein family.
authors.affiliation: Swiss Institute of Bioinformatics, Quartier Sorge Batiment Genopode, 1015 Lausanne, Switzerland and Department of Computer Science, ETH Zürich, Universitätstrasse 6, 8092 Zürich, Switzerland.
authors.forename: Adam M
authors.initials: AM
authors.lastname: Szalkowski
authors.forename: Maria
authors.initials: M
authors.lastname: Anisimova
mesh_terms: D000465:Algorithms; D001426:Bacterial Proteins / Q000737:chemistry / Q000235:genetics; D054643:INDEL Mutation; D008957:Models, Genetic; D010802:Phylogeny; D043368:Ralstonia solanacearum / Q000235:genetics; D016415:Sequence Alignment / Q000379:methods*; D017422:Sequence Analysis, DNA; D020539:Sequence Analysis, Protein; D020080:Tandem Repeat Sequences
chemical_list: D001426:Bacterial Proteins