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ReHap: A Framework for Single Individual Haplotyping from Next-Generation Sequencing Data

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 127))

Abstract

Next-Generation Sequencing technologies (NGS) are trasforming today’s biology by making it economically feasible to read the complete genome of individuals. Single nucleotide polymorphism (SNP) is the most common form of individual DNA variation; and the set of SNPs present in a chromosome (called the haplotype) is of interest in a wide area of applications in molecular biology and biomedicine. Personalized haplotyping of (portions of/all) the chromosomes of individuals through NGS is one of themost promising basic ingredients leading to effective personalized medicine (including diagnosis, and eventually therapy).

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References

  1. Pop, M.: Shotgun sequence assembly. Advances in Computers 60, 193–248 (2004)

    Article  Google Scholar 

  2. Istrail, S., Sutton, G.G., Florea, L., Halpern, A.L., Mobarry, C.M., Lippert, R., Walenz, B., Shatkay, H., Dew, I., Miller, J.R., Flanigan, M.J., Edwards, N.J., Bolanos, R., Fasulo, D., Halldorsson, B.V., Hannenhalli, S., Turner, R., Yooseph, S., Lu, F., Nusskern, D.R., Shue, B.C., Zheng, X.H., Zhong, F., Delcher, A.L., Huson, D.H., Kravitz, S.A., Mouchard, L., Reinert, K., Remington, K.A., Clark, A.G., Waterman, M.S., Eichler, E.E., Adams, M.D., Hunkapiller, M.W., Myers, E.W., Venter, J.C.: Whole-genome shotgun assembly and comparison of human genome assemblies. Proceedings of the National Academy of Sciences of the United States of America 101(7), 1916–1921 (2004)

    Article  Google Scholar 

  3. Metzker, M.: Sequencing technologies - the next generation. Nature reviews 11 (2010)

    Google Scholar 

  4. Schuster, S.: Next-generation sequencing trnsforms today’s biology. Nature Methods 5(1) (January 2008)

    Google Scholar 

  5. Metzker, M.: Emerging technologies in dna sequencing. Genome Research 15, 1767–1776 (2005)

    Article  Google Scholar 

  6. Crawford, D., Nickerson, D.: Definition and clinical importance of haplotypes. Annu. Rev. Med. 56, 303–320 (2005)

    Article  Google Scholar 

  7. Levy, S., Sutton, G., Ng, P., Feuk, L., Halpern, A., et al.: The diploid genome sequence of an individual human. PLoS Biology 5(10) (2007)

    Google Scholar 

  8. Wang, J., et al.: The diploid genome sequence of an asian individual. Nature 456, 60–65 (2008)

    Article  Google Scholar 

  9. Wheeler, D., et al.: The complete genome of an individual by massively parallel dna sequencing. Nature 452, 872–876 (2008)

    Article  Google Scholar 

  10. Mardis, E.R.: Anticipating the $1,000 genome. Genome Biology 7 (July 2006)

    Google Scholar 

  11. von Bubnoff, A.: Next-generation sequencing: The race is on. Cell 132(5), 721–723 (2008)

    Article  Google Scholar 

  12. Iles, M.M.: What can genome-wide association studies tell us about the genetics of common disease? PLoS Genet. 4(2) (Feburary 2008)

    Google Scholar 

  13. Schork, N.J., Murray, S.S., Frazer, K.A., Topol, E.J.: Common vs. rare allele hypotheses for complex diseases. Current Opinion in Genetics & Development 19(3), 212–219 (2009)

    Article  Google Scholar 

  14. Halldórsson, B.V., Bafna, V., Edwards, N., Lippert, R., Yooseph, S., Istrail, S.: 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)

    Chapter  Google Scholar 

  15. Zhao, Y., Xu, Y., Zhang, Q., Chen, G.: An overview of the haplotype problems and algorithms. Frontiers of Computer Science in China 1(3), 272–282 (2007)

    Article  Google Scholar 

  16. Bonizzoni, P., Vedova, G.D., Dondi, R., Li, J.: The haplotyping problem: an overview of computational models and solutions. J. Comput. Sci. Technol. 18(6), 675–688 (2003)

    Article  MATH  Google Scholar 

  17. Morozova, O., Marra, M.A.: Applications of next-generation sequencing technologies in functional genomics. Genomics 92(5), 255–264 (2008)

    Article  Google Scholar 

  18. Rizzi, R., Bafna, V., Istrail, S., Lancia, G.: Practical algorithms and fixed-parameter tractability for the single individual SNP haplotyping problem. In: Guigó, R., Gusfield, D. (eds.) WABI 2002. LNCS, vol. 2452, pp. 29–43. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  19. Li, L., Kim, J.H., Waterman, M.S.: Haplotype reconstruction from SNP alignment. In: Proceedings of the Seventh Annual International Conference on Computational Molecular Biology, pp. 207–216. ACM Press, New York (2003)

    Google Scholar 

  20. Panconesi, A., Sozio, M.: Fast hare: A fast heuristic for single individual SNP haplotype reconstruction. In: Jonassen, I., Kim, J. (eds.) WABI 2004. LNCS (LNBI), vol. 3240, pp. 266–277. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  21. Zhao, Y.Y., Wu, L.Y., Zhang, J.H., Wang, R.S., Zhang, X.S.: Haplotype assembly from aligned weighted SNP fragments. Computational Biology and Chemistry 29(4), 281–287 (2005)

    Article  MATH  Google Scholar 

  22. Lindsay, S.J., Bonfield, J.K., Hurles, M.E.: Shotgun haplotyping: a novel method for surveying allelic sequence variation. Nucl. Acids Res. 33(18) (2005)

    Google Scholar 

  23. Wang, Y., Feng, E., Wang, R.: A clustering algorithm based on two distance functions for mec model. Computational Biology and Chemistry 31(2), 148–150 (2007)

    Article  MATH  Google Scholar 

  24. Cilibrasi, R., van Iersel, L., Kelk, S., Tromp, J.: On the complexity of the single individual SNP haplotyping problem. Algorithmica (2007)

    Google Scholar 

  25. Genovese, L., Geraci, F., Pellegrini, M.: Speedhap: An accurate heuristic for the single individual snp haplotyping problem with many gaps, high reading error rate and low coverage. IEEE/ACM Transactions on Computational Biology and Bioinformatics 5(4), 492–502 (2008)

    Article  Google Scholar 

  26. Chen, Z., Fu, B., Schweller, R.T., Yang, B., Zhao, Z., Zhu, B.: Linear time probabilistic algorithms for the singular haplotype reconstruction problem from snp fragments. In: Brazma, A., Miyano, S., Akutsu, T. (eds.) APBC, vol. 6, pp. 333–342. Imperial College Press, London (2008)

    Google Scholar 

  27. Bansal, V., Bafna, V.: Hapcut: an efficient and accurate algorithm for the haplotype assembly problem. Bioinformatics 24(16), i153–i159 (2008)

    Article  Google Scholar 

  28. Consortium, T.I.H.: A haplotype map of the human genome. Nature 437, 1299–1320 (2005)

    Article  Google Scholar 

  29. Barrett, J.C., Fry, B., Maller, J., Daly, M.J.: Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics 21(2), 263–265 (2005)

    Article  Google Scholar 

  30. Myers, G.: A dataset generator for whole genome shotgun sequencing. In: Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology, pp. 202–210. AAAI Press, Menlo Park (1999)

    Google Scholar 

  31. McQueen, J.: Some methods for classification and analysis of multivariate observations. In: Proc. of the 5th Berkeley Symposium on Mathematical Statistics and Probabilily, vol. 1, pp. 281–297. University of California Press, Berkeley (1967)

    Google Scholar 

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Geraci, F., Pellegrini, M. (2011). ReHap: A Framework for Single Individual Haplotyping from Next-Generation Sequencing Data. In: Fred, A., Filipe, J., Gamboa, H. (eds) Biomedical Engineering Systems and Technologies. BIOSTEC 2010. Communications in Computer and Information Science, vol 127. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-18472-7_25

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  • DOI: https://doi.org/10.1007/978-3-642-18472-7_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-18471-0

  • Online ISBN: 978-3-642-18472-7

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