Title :
Simultaneous Identification of Duplications and Lateral Gene Transfers
Author :
Tofigh, Ali ; Hallett, Michael ; Lagergren, Jens
Author_Institution :
Dept. of Comput. Biol. (CB) & SBC, KTH R. Inst. of Technol., Stockholm, Sweden
Abstract :
The incongruency between a gene tree and a corresponding species tree can be attributed to evolutionary events such as gene duplication and gene loss. This paper describes a combinatorial model where so-called DTL-scenarios are used to explain the differences between a gene tree and a corresponding species tree taking into account gene duplications, gene losses, and lateral gene transfers (also known as horizontal gene transfers). The reasonable biological constraint that a lateral gene transfer may only occur between contemporary species leads to the notion of acyclic DTL-scenarios. Parsimony methods are introduced by defining appropriate optimization problems. We show that finding most parsimonious acyclic DTL-scenarios is NP-hard. However, by dropping the condition of acyclicity, the problem becomes tractable, and we provide a dynamic programming algorithm as well as a fixed-parameter tractable algorithm for finding most parsimonious DTL-scenarios.
Keywords :
biology computing; combinatorial mathematics; computational complexity; dynamic programming; evolution (biological); genetics; molecular biophysics; molecular configurations; trees (mathematics); NP hard problem; combinatorial model; dynamic programming algorithm; evolutionary events; fixed parameter tractable algorithm; gene duplication identification; gene loss; gene tree-species tree incongruency; horizontal gene transfer; lateral gene transfer identification; optimization problems; parsimonious acyclic DTL scenarios; parsimony methods; Bioinformatics; Biological system modeling; Computational biology; Dynamic programming; Evolution (biology); Genetics; Heuristic algorithms; Optimization methods; Pathogens; Tree graphs; Trees; biology and genetics; combinatorial algorithms; graph algorithms.; Algorithms; Evolution, Molecular; Gene Duplication; Gene Transfer, Horizontal; Models, Genetic;
Journal_Title :
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
DOI :
10.1109/TCBB.2010.14