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Extending the hardness of RNA secondary structure comparison

Published: 07 April 2007 Publication History

Abstract

In molecular biology, RNA structure comparison is of great interest to help solving problems as different as phylogeny reconstruction, prediction of molecule folding and identification of a function common to a set of molecules. Lin et al. [6] proposed to define a similarity criterion between RNA structures using a concept of edit distance ; they named the corresponding problem Edit. Recently, Blin et al. [3] showed that another problem, the Longest ARC-Preserving Common Subsequence problem (or LAPCS), is in fact a subproblem of Edit. This relationship between those two problems induces the hardness of what was the last open case for the Edit problem, Edit(NESTED, NESTED), which corresponds to computing the edit distance between two secondary structures without pseudoknots. Nevertheless, LAPCS is a very restricted subproblem of Edit: in particular, it corresponds to a given system of editing costs, whose biological relevance can be discussed ; hence, giving a more precise categorization of the computational complexity of the Edit problem remains of interest. In this paper, we answer this question by showing that EDIT(NESTED, NESTED) is NP-complete for a large class of instances, not overlapping with the ones used in the proof for LAPCS, and which represent more biologically relevant cost systems.

References

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Blin, G., Touzet, H.: How to compare arc-annotated sequences: the alignment hierarchy. In: Crestani, F., Ferragina, P., Sanderson, M. (eds.) SPIRE 2006. LNCS, vol. 4209, pp. 291-303. Springer, Heidelberg (2006)
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Evans, P. A.: Algorithms and Complexity for Annotated Sequence Analysis. PhD thesis, University of Victoria (1999)
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Lin, G. H., Chen, Z. Z., Jiang, T., Wen, J.: The longest common subsequence problem for sequences with nested arc annotations. In: Orejas, F., Spirakis, P. G., van Leeuwen, J. (eds.) ICALP 2001. LNCS, vol. 2076, pp. 444-455. Springer, Heidelberg (2001)
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Lin, G. H., Ma, B., Zhang, K.: Edit distance between two RNA structures. In: RECOMB' 01. Proceedings of the 5th International Conference on Computational Biology, pp. 211-220. ACM Press, New York (2001)
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Sankoff, D., Kruskal, B.: Time Warps, String Edits and Macromolecules: the Theory and Practice of Sequence Comparison. Addison-Wesley, Reading (1983)

Cited By

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  • (2013)Optimisation Problems for Pairwise RNA Sequence and Structure ComparisonTransactions on Computational Intelligence XIII - Volume 834210.1007/978-3-642-54455-2_3(70-82)Online publication date: 1-Aug-2013
  • (2010)A propagator for maximum weight string alignment with arbitrary pairwise dependenciesProceedings of the 16th international conference on Principles and practice of constraint programming10.5555/1886008.1886027(167-175)Online publication date: 6-Sep-2010
  • (2010)Alignments of RNA StructuresIEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)10.1109/TCBB.2008.287:2(309-322)Online publication date: 1-Apr-2010
  • Show More Cited By

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Information

Published In

cover image Guide Proceedings
ESCAPE'07: Proceedings of the First international conference on Combinatorics, Algorithms, Probabilistic and Experimental Methodologies
April 2007
527 pages
ISBN:3540744495
  • Editors:
  • Bo Chen,
  • Mike Paterson,
  • Guochuan Zhang

Sponsors

  • NSF of China: The National Natural Science Foundation of China
  • Zhejiang University: Zhejiang University

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 07 April 2007

Author Tags

  1. NP-hardness
  2. RNA structures
  3. arc-annotated sequences
  4. computational biology
  5. edit distance

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Cited By

View all
  • (2013)Optimisation Problems for Pairwise RNA Sequence and Structure ComparisonTransactions on Computational Intelligence XIII - Volume 834210.1007/978-3-642-54455-2_3(70-82)Online publication date: 1-Aug-2013
  • (2010)A propagator for maximum weight string alignment with arbitrary pairwise dependenciesProceedings of the 16th international conference on Principles and practice of constraint programming10.5555/1886008.1886027(167-175)Online publication date: 6-Sep-2010
  • (2010)Alignments of RNA StructuresIEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)10.1109/TCBB.2008.287:2(309-322)Online publication date: 1-Apr-2010
  • (2010)Average complexity of the Jiang-Wang-Zhang pairwise tree alignment algorithm and of a RNA secondary structure alignment algorithmTheoretical Computer Science10.1016/j.tcs.2010.01.014411:26-28(2423-2432)Online publication date: 1-Jun-2010
  • (2010)Comparing RNA structures with biologically relevant operations cannot be done without strong combinatorial restrictionsProceedings of the 4th international conference on Algorithms and Computation10.1007/978-3-642-11440-3_14(149-160)Online publication date: 10-Feb-2010
  • (2007)Comparing RNA structuresProceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology10.5555/1776474.1776485(101-112)Online publication date: 29-Aug-2007

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