• DocumentCode
    3541349
  • Title

    Base calling error rates in next-generation DNA sequencing

  • Author

    Shamaiah, Manohar ; Vikalo, Haris

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
  • fYear
    2012
  • fDate
    5-8 Aug. 2012
  • Firstpage
    692
  • Lastpage
    695
  • Abstract
    We study the problem of base calling in next-generation DNA sequencing platforms that rely on reversible terminator chemistry. After reviewing a statistical model of the generated signal and the Viterbi algorithm for finding the maximum-likelihood solution to the base calling problem, we present a closed form expression for the upper bound on the probability of base calling error. Simulation results demonstrate that the derived upper bound provides a useful characterization of the error rate performance of the considered sequencing platform.
  • Keywords
    biology; statistical analysis; Viterbi algorithm; base calling error rates; error rate performance; maximum likelihood solution; next generation DNA sequencing; reversible terminator chemistry; statistical model; Bioinformatics; Computational modeling; DNA; Error analysis; Genomics; Upper bound; Viterbi algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing Workshop (SSP), 2012 IEEE
  • Conference_Location
    Ann Arbor, MI
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-0182-4
  • Electronic_ISBN
    pending
  • Type

    conf

  • DOI
    10.1109/SSP.2012.6319796
  • Filename
    6319796