Abstract
We introduce a new scoring method for calculation of alignments of optical maps. Missing cuts, false cuts and sizing errors present in optical maps are addressed by our alignment score through calculation of corresponding likelihood ratios. The Sizing error model is derived through the application of CLT and validated by residual plots collected from real data. Missing cuts and false cuts are modeled as Bernoulli and Poisson events respectively. This probabilistic framework is used to derive an alignment score through calculation of likelihood ratio. Consequently, this allows to achieve maximal descriminative power for alignment calculation. The proposed scoring method is naturally embedded within a well known DP framework for finding optimal alignments.
Supported by NIH CEGS: Implications of Haplotype Structure in the Human Genome, Grant No. P50 HG002790 and NIH, NHGRI, 2R01 HG00225-10.
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© 2005 Springer-Verlag Berlin Heidelberg
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Valouev, A. et al. (2005). Alignment of Optical Maps. In: Miyano, S., Mesirov, J., Kasif, S., Istrail, S., Pevzner, P.A., Waterman, M. (eds) Research in Computational Molecular Biology. RECOMB 2005. Lecture Notes in Computer Science(), vol 3500. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11415770_37
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DOI: https://doi.org/10.1007/11415770_37
Publisher Name: Springer, Berlin, Heidelberg
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