Skip to main content

Algorithm for Haplotype Inferring Via Galled-Tree Networks with Simple Galls

(Extended Abstract)

  • Conference paper
Bioinformatics Research and Applications (ISBRA 2007)

Part of the book series: Lecture Notes in Computer Science ((LNBI,volume 4463))

Included in the following conference series:

Abstract

The problem of determining haplotypes from genotypes has gained considerable prominence in the research community. Here the focus is on determining sets of SNP values on individual chromosomes since such information captures the genetic causes of diseases. Present algorithmic tools for haplotyping make effective use of phylogenetic trees. Here the underlying assumption is that recombinations are not present, an assumption based on experimental results. However these results do not fully exclude recombinations and models are needed that incorporate this extra degree of complication. Recently, Gusfield studied the two cases: haplotyping via imperfect phylogenies with a single homoplasy and via galled-tree networks with one gall. In earlier work we characterized the existence of the galled-tree networks. Building on this, we present a polynomial algorithm for haplotyping via galled-tree networks with simple galls (having two mutations). In the end, we give the experimental results comparing our algorithm with PHASE on simulated data.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bafna, V., et al.: Haplotyping as perfect phylogeny: A direct approach. Journal of Computational Biology 10(3-4), 323–340 (2003)

    Article  Google Scholar 

  2. Bonizzoni, P., et al.: The haplotyping problem: An overview of computational models and solutions. Journal of Computer Science and Technology 18, 675–688 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  3. Clark, A.: Inference of haplotypes from PCR-amplified samples of dipoid populations. Molecular Biology and Evolution 7, 111–122 (1990)

    Google Scholar 

  4. Daly, M., et al.: High-resolution haplotype structure in the human genome. Nature Genetics 29(2), 229–232 (2001)

    Article  Google Scholar 

  5. Gupta, A., et al.: On intractability of haplotype inferring via galled-tree networks (manuscript)

    Google Scholar 

  6. Gupta, A., et al.: Characterization of the existence of galled-tree networks. J. Bioinfo. and Comp. Biol. 4(6), 1309–1328 (2006)

    Article  Google Scholar 

  7. Gusfield, D.: Haplotyping as perfect phylogeny: conceptual framework and efficient solutions. In: RECOMB ’02: Proc. of 6th annual international conference on Computational biology, pp. 166–175. ACM Press, New York (2002)

    Chapter  Google Scholar 

  8. Gusfield, D.: An overview of combinatorial methods for haplotype inference. In: Istrail, S., Waterman, M.S., Clark, A. (eds.) DIMACS/RECOMB Satellite Workshop 2002. LNCS (LNBI), vol. 2983, pp. 9–25. Springer, Heidelberg (2004)

    Google Scholar 

  9. Gusfield, D.: Optimal, efficient reconstruction of root-unknown phylogenetic networks with constrained and structured recombination. J. Comput. Syst. Sci. 70(3), 381–398 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  10. Gusfield, D., Eddhu, S., Langley, C.: Efficient reconstruction of phylogenetic networks with constrained recombination. In: Proceedings of the 2003 IEEE CSB Bioinformatics Conference, pp. 363–374 (2003)

    Google Scholar 

  11. Gusfield, D., Eddhu, S., Langley, C.: Optimal, efficient reconstruction of phylogenetic networks with constrained recombination. Journal of Bioinformatics and Computational Biology 2(1), 173–213 (2004)

    Article  Google Scholar 

  12. Istrail, S., et al.: A Survey of Computational Methods for Determining Haplotypes. In: Istrail, S., Waterman, M.S., Clark, A. (eds.) DIMACS/RECOMB Satellite Workshop 2002. LNCS (LNBI), vol. 2983, pp. 26–47. Springer, Heidelberg (2004)

    Google Scholar 

  13. Hein, J.: Reconstructing evolution of sequences subject to recombination using parsimony. Mathematical Biosciences 98, 185–200 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  14. Hein, J.: A heuristic method to reconstruct the history of sequences subject to recombination. Journal of Molecular Evolution 36, 396–405 (1993)

    Article  Google Scholar 

  15. Hudson, R.R.: Generating samples under a Wright-Fisher neutral model of genetic variation. Bioinformatics 18(2), 337–338 (2002)

    Article  Google Scholar 

  16. Lin, S., et al.: Haplotype inference in random population samples. American Journal of Human Genetics 71, 1129–1137 (2002)

    Article  Google Scholar 

  17. Mitra, R.D., et al.: Digital genotyping and haplotyping with polymerase colonies. Proceedings of the Nationlal Academy of Sciences of the United States of America 100, 5926–5931 (2003)

    Article  Google Scholar 

  18. Patil, N., et al.: Blocks of limited haplotype diversity revealed by high-resolution scanning of human chromosome 21. Science 294(5547), 1719–1723 (2001)

    Article  Google Scholar 

  19. Song, Y., Hein, J.: On the minimum number of recombination events in the evolutionary history of DNA sequences. Journal of Mathematical Biology 48, 160–186 (2003)

    Article  MathSciNet  Google Scholar 

  20. Song, Y.S., Wu, Y., Gusfield, D.: Algorithms for imperfect phylogeny haplotyping (IPPH) with a single homoplasy or recombination event. In: Casadio, R., Myers, G. (eds.) WABI 2005. LNCS (LNBI), vol. 3692, pp. 152–164. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  21. Stephens, M., Donnelly, P.: A comparison of bayesian methods for haplotype reconstruction from population genotype data. American Journal of Human Genetics 73, 1162–1169 (2003)

    Article  Google Scholar 

  22. Stephens, M., Smith, N., Donnelly, P.: A new statistical method for haplotype reconstruction from population data. American Journal of Human Genetics 68, 978–989 (2001)

    Article  Google Scholar 

  23. Wang, L., Zhang, K., Zhang, L.: Perfect phylogenetic networks with recombination. Journal of Computational Biology 8(1), 69–78 (2001)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ion Măndoiu Alexander Zelikovsky

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Gupta, A., Maňuch, J., Stacho, L., Zhao, X. (2007). Algorithm for Haplotype Inferring Via Galled-Tree Networks with Simple Galls. In: Măndoiu, I., Zelikovsky, A. (eds) Bioinformatics Research and Applications. ISBRA 2007. Lecture Notes in Computer Science(), vol 4463. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72031-7_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-72031-7_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72030-0

  • Online ISBN: 978-3-540-72031-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics