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Related Experiment Video

Updated: Apr 4, 2026

Flow-sorting and Exome Sequencing of the Reed-Sternberg Cells of Classical Hodgkin Lymphoma
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Sorting Linear Genomes with Rearrangements and Indels.

Marília D V Braga, Jens Stoye

    IEEE/ACM Transactions on Computational Biology and Bioinformatics
    |September 11, 2015
    PubMed
    Summary

    Genome rearrangement analysis is simplified by a new proof showing the Double Cut and Join (DCJ)-indel distance is the same for restricted and unrestricted models. This leads to a more efficient algorithm for genome sorting.

    Area of Science:

    • Comparative genomics
    • Bioinformatics
    • Computational biology

    Background:

    • Genome rearrangements like inversions and translocations alter genome organization but not content.
    • The Double Cut and Join (DCJ) operation models these rearrangements, with a restricted version (ER composition) for linear genomes.
    • Comparing genomes with unequal content requires considering insertions and deletions (indels) alongside rearrangements.

    Purpose of the Study:

    • To solve an open problem regarding the restricted DCJ-indel distance for linear genomes.
    • To present a simple proof that the unrestricted and restricted DCJ-indel distances are identical.
    • To develop a more efficient algorithm for computing the restricted DCJ-indel sorting scenario.

    Main Methods:

    • Mathematical modeling of genome rearrangements and indel operations.

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  • Development and analysis of algorithms for calculating genomic distances.
  • Comparison of DCJ-indel distance with restricted DCJ-substitution distance.
  • Main Results:

    • A simple proof demonstrates that the DCJ-indel distance is the same for both unrestricted and restricted (ER composition) models.
    • A new, simpler algorithm computes the optimal restricted DCJ-indel sorting scenario in O(n log n) time.
    • The DCJ-indel distance is shown to be a 2-approximation for the restricted DCJ-substitution distance.

    Conclusions:

    • The study unifies the understanding of DCJ-indel distance in both restricted and unrestricted models for linear genomes.
    • The findings provide a more computationally efficient method for genome sorting and analysis.
    • The relationship established with DCJ-substitution distance offers insights into evolutionary processes involving larger DNA segment changes.