• DocumentCode
    51586
  • Title

    Nonoverlapping Clone Pooling for High-Throughput Sequencing

  • Author

    Kuroshu, Reginaldo M.

  • Author_Institution
    Inst. de Cienc. e Tecnol., Univ. Fed. de Sao Paulo, Sao Josedos Campos, Brazil
  • Volume
    10
  • Issue
    5
  • fYear
    2013
  • fDate
    Sept.-Oct. 2013
  • Firstpage
    1091
  • Lastpage
    1097
  • Abstract
    Simultaneously sequencing multiple clones using second-generation sequencers can speed up many essential clone-based sequencing methods. However, in applications such as fosmid clone sequencing and full-length cDNA sequencing, it is important to create pools of clones that do not overlap on the genome for the identification of structural variations and alternatively spliced transcripts, respectively. We define the nonoverlapping clone pooling problem and provide practical solutions based on optimal graph coloring and bin-packing algorithms with constant absolute worst-case ratios, and further extend them to cope with repetitive mappings. Using theoretical analysis and experiments, we also show that the proposed methods are applicable.
  • Keywords
    DNA; bioinformatics; genetics; genomics; molecular biophysics; bin-packing algorithms; clone-based sequencing methods; constant absolute worst-case ratios; fosmid clone sequencing; full-length cDNA sequencing; genome; graph coloring algorithms; high-throughput sequencing; nonoverlapping clone pooling problem; second-generation sequencers; spliced transcripts; structural variation identification; Approximation algorithms; Approximation methods; Bioinformatics; Cloning; Genomics; Sequential analysis; Bin-packing; graph coloring; next-generation sequencing; nonoverlapping clone pooling;
  • fLanguage
    English
  • Journal_Title
    Computational Biology and Bioinformatics, IEEE/ACM Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5963
  • Type

    jour

  • DOI
    10.1109/TCBB.2013.83
  • Filename
    6565323