Abstract
Gene rearrangements have been used successfully in phylogenetic reconstruction and comparative genomics, but usually under the assumption that all genomes have the same gene content and that no gene is duplicated. While these assumptions allow one to work with organellar genomes, they are too restrictive for nuclear genomes. The main challenge in handling more realistic data is how to deal with gene families, specifically, how to identify orthologs. While searching for orthologies is a common task in computational biology, it is usually done using sequence data. Sankoff first addressed the problem in 1999, introducing the notion of exemplar, but his approach uses an NP-hard optimization step to discard all but one member (the exemplar) of each gene family, losing much valuable information in the process. We approach the problem using all available data in the gene orders and gene families, provide an optimization framework in which to phrase the problem, and present some preliminary theoretical results.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bader, D.A., Moret, B.M.E., Yan, M.: A fast linear-time algorithm for inversion distance with an experimental comparison. J. Comput. Biol. 8(5), 483–491 (2001)
Blanchette, M., Kunisawa, T., Sankoff, D.: Gene order breakpoint evidence in animal mitochondrial phylogeny. J. Mol. Evol. 49, 193–203 (1999)
Boore, J.L.: Phylogenies derived from rearrangements of the mitochondrial genome. In: Saitou, N. (ed.) Proc. Int’l Inst. for Advanced Studies Symp. on Biodiversity, Kyoto, Japan, pp. 9–20 (1999)
Boore, J.L., Brown, W.M.: Big trees from little genomes: Mitochondrial gene order as a phylogenetic tool. Curr. Opinion Genet. Dev. 8(6), 668–674 (1998)
Boore, J.L., Collins, T., Stanton, D., Daehler, L., Brown, W.M.: Deducing the pattern of arthropod phylogeny from mitochondrial DNA rearrangements. Nature 376, 163–165 (1995)
Bryant, D.: The complexity of calculating exemplar distances. In: Sankoff, D., Nadeau, J. (eds.) Comparative Genomics: Empirical and Analytical Approaches to Gene Order Dynamics, Map Alignment, and the Evolution of Gene Families, pp. 207–212. Kluwer Academic Publishers, Dordrecht (2000)
Caprara, A.: On the tightness of the alternating-cycle lower bound for sorting by reversals. J. Combin. Optimization 3, 149–182 (1999)
Chen, X., Zheng, J., Fu, Z., Nan, P., Zhong, Y., Lonardi, S., Jiang, T.: Computing the assignment of orthologous genes via genome rearrangement. In: Proc. 3rd Asia Pacific Bioinformatics Conf. (APBC 2005), pp. 363–378. Imperial College Press, London (2005)
Cosner, M.E., Jansen, R.K., Moret, B.M.E., Raubeson, L.A., Wang, L., Warnow, T., Wyman, S.K.: An empirical comparison of phylogenetic methods on chloroplast gene order data in Campanulaceae. In: Sankoff, D., Nadeau, J.H. (eds.) Comparative Genomics, pp. 99–122. Kluwer Academic Publishers, Dordrecht (2000)
Downie, S.R., Palmer, J.D.: Use of chloroplast DNA rearrangements in reconstructing plant phylogeny. In: Soltis, D.E., Soltis, P.S., Doyle, J.J. (eds.) Molecular Systematics of Plants, pp. 14–35. Chapman and Hall, New York (1992)
Earnest-DeYoung, J., Lerat, E., Moret, B.M.E.: Reversing gene erosion: reconstructing ancestral bacterial genomes from gene-content and gene-order data. In: Jonassen, I., Kim, J. (eds.) WABI 2004. LNCS (LNBI), vol. 3240, pp. 1–13. Springer, Heidelberg (2004)
El-Mabrouk, N.: Genome rearrangement by reversals and insertions/deletions of contiguous segments. In: Giancarlo, R., Sankoff, D. (eds.) CPM 2000. LNCS, vol. 1848, pp. 222–234. Springer, Heidelberg (2000)
El-Mabrouk, N.: Reconstructing an ancestral genome using minimum segments duplications and reversals. J. Comput. Syst. Sci. 65, 442–464 (2002)
Hannenhalli, S., Pevzner, P.A.: Transforming cabbage into turnip (polynomial algorithm for sorting signed permutations by reversals). In: Proc. 27th Ann. ACM Symp. Theory of Comput. (STOC 1995), pp. 178–189. ACM Press, New York (1995)
Larget, B., Simon, D.L., Kadane, J.B.: Bayesian phylogenetic inference from animal mitochondrial genome arrangements. J. Royal Stat. Soc. B 64(4), 681–694 (2002)
Marron, M., Swenson, K.M., Moret, B.M.E.: Genomic distances under deletions and insertions. Theor. Computer Science 325(3), 347–360 (2004)
Moret, B.M.E., Tang, J., Warnow, T.: Reconstructing phylogenies from gene-content and gene-order data. In: Gascuel, O. (ed.) Mathematics of Evolution and Phylogeny, pp. 321–352. Oxford University Press, UK (2005)
Thach Nguyen, C., Tay, Y.C., Zhang, L.: Divide-and-conquer approach for the exemplar breakpoint distance. Bioinformatics 21(10), 2171–2176 (2005)
Sankoff, D.: Genome rearrangement with gene families. Bioinformatics 15(11), 990–917 (1999)
Sankoff, D., Blanchette, M.: The median problem for breakpoints in comparative genomics. In: Jiang, T., Lee, D.T. (eds.) COCOON 1997. LNCS, vol. 1276, pp. 251–264. Springer, Heidelberg (1997)
Sankoff, D., Blanchette, M.: Multiple genome rearrangement and breakpoint phylogeny. J. Comput. Biol. 5, 555–570 (1998)
Sankoff, D., Bryant, D., Deneault, M., Lang, B.F., Burger, G.: Early Eukaryote evolution based on mitochondrial gene order breakpoints. J. Comput. Biol. 7(3), 521–536 (2000)
Sankoff, D., Nadeau, J. (eds.): Comparative Genomics: Empirical and Analytical Approaches to Gene Order Dynamics, Map Alignment, and the Evolution of Gene Families. Kluwer Academic Publishers, Dordrecht (2000)
Setubal, J.C., Meidanis, J.: Introduction to Computational Molecular Biology. PWS Publishers, Boston (1997)
Swenson, K.M., Marron, M., Earnest-DeYoung, J.V., Moret, B.M.E.: Approximating the true evolutionary distance between two genomes. In: Proc. 7th SIAM Workshop on Algorithm Engineering & Experiments (ALENEX 2005). SIAM Press, Philadelphia (2005)
Tang, J., Moret, B.M.E., Cui, L., de Pamphilis, C.W.: Phylogenetic reconstruction from arbitrary gene-order data. In: Proc. 4th IEEE Symp. on Bioinformatics and Bioengineering BIBE 2004, pp. 592–599. IEEE Press, Piscataway (2004)
Tesler, G.: Efficient algorithms for multichromosomal genome rearrangements. J. Comput. Syst. Sci. 65(3), 587–609 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Swenson, K.M., Pattengale, N.D., Moret, B.M.E. (2005). A Framework for Orthology Assignment from Gene Rearrangement Data. In: McLysaght, A., Huson, D.H. (eds) Comparative Genomics. RCG 2005. Lecture Notes in Computer Science(), vol 3678. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11554714_14
Download citation
DOI: https://doi.org/10.1007/11554714_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28932-6
Online ISBN: 978-3-540-31814-9
eBook Packages: Computer ScienceComputer Science (R0)