On the complexity and approximation of syntenic distance

作者: Bhaskar Dasgupta , Tao Jiang , Sampath Kannan , Ming Li , Elizabeth Sweedyk

DOI: 10.1016/S0166-218X(98)00066-3

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摘要: Abstract The paper studies the computational complexity and approximation algorithms for a new evolutionary distance between multi-chromosomal genomes introduced recently by Ferretti, Nadeau Sankoff. Here, chromosome is represented as set of genes genome collections chromosomes. syntenic two defined minimum number translocations, fusions fissions required to transform one into other. We prove that computing NP-hard give simple algorithm with performance ratio 2. For case when an upper bound d on known, we show optimal sequence can be found in O(nk + 2o(d2)) time, where n k are chromosomes given genomes. Next, if operations transforming significantly restricted, nevertheless find solution performs at most O(log d) additional moves, moves performed unrestricted optimum. This result should help design algorithms. Finally, investigate median problem: Given three genomes, construct minimizing total compute corresponding distance. problem has application inference phytogenies based polynomial time 4+e any constant e > 0.

参考文章(10)
Vineet Bafna, Pavel A. Pevzner, Sorting by Transpositions SIAM Journal on Discrete Mathematics. ,vol. 11, pp. 224- 240 ,(1998) , 10.1137/S089548019528280X
Kenneth Steiglitz, Christos H. Papadimitriou, Combinatorial Optimization: Algorithms and Complexity ,(1981)
Sridhar Hannenhalli, Pavel Pevzner, Transforming cabbage into turnip: polynomial algorithm for sorting signed permutations by reversals symposium on the theory of computing. pp. 178- 189 ,(1995) , 10.1145/225058.225112
John Kececioglu, David Sankoff, Efficient Bounds for Oriented Chromosome Inversion Distance combinatorial pattern matching. pp. 307- 325 ,(1994) , 10.1007/3-540-58094-8_26
V. Bafna, P.A. Pevzner, Genome rearrangements and sorting by reversals foundations of computer science. pp. 148- 157 ,(1993) , 10.1109/SFCS.1993.366872
Thomas T. Cormen, Ronald L. Rivest, Charles E. Leiserson, Introduction to Algorithms ,(1990)
Vincent Ferretti, David Sankoff, Joseph H. Nadeau, Original Synteny combinatorial pattern matching. pp. 159- 167 ,(1996)