Optimal reference sequence selection for genome assembly using minimum description length principle. Academic Article uri icon

abstract

  • : Reference assisted assembly requires the use of a reference sequence, as a model, to assist in the assembly of the novel genome. The standard method for identifying the best reference sequence for the assembly of a novel genome aims at counting the number of reads that align to the reference sequence, and then choosing the reference sequence which has the highest number of reads aligning to it. This article explores the use of minimum description length (MDL) principle and its two variants, the two-part MDL and Sophisticated MDL, in identifying the optimal reference sequence for genome assembly. The article compares the MDL based proposed scheme with the standard method coming to the conclusion that "counting the number of reads of the novel genome present in the reference sequence" is not a sufficient condition. Therefore, the proposed MDL scheme includes within itself the standard method of "counting the number of reads that align to the reference sequence" and also moves forward towards looking at the model, the reference sequence, as well, in identifying the optimal reference sequence. The proposed MDL based scheme not only becomes the sufficient criterion for identifying the optimal reference sequence for genome assembly but also improves the reference sequence so that it becomes more suitable for the assembly of the novel genome.

published proceedings

  • EURASIP J Bioinform Syst Biol

author list (cited authors)

  • Wajid, B., Serpedin, E., Nounou, M., & Nounou, H

citation count

  • 5

complete list of authors

  • Wajid, Bilal||Serpedin, Erchin||Nounou, Mohamed||Nounou, Hazem

publication date

  • November 2012