• DocumentCode
    3703455
  • Title

    2SNV: Quasispecies reconstruction from PacBio reads

  • Author

    Alexander Artyomenko;Nicholas C. Wu;Serghei Mangul;Eleazar Eskin;Ren Sun;Alex Zelikovsky

  • Author_Institution
    Department of Computer Science, Georgia State University, Atlanta, 30302-3994, United States
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    Pacific Biosciences (PacBio) sequencing is providing thousands of reads with the length up to 10,000 bases. In most cases this length is enough to cover entire region of interest however this technology has high (≈15%) error rate. We propose a method for viral haplotype reconstruction using long SMRT reads. The proposed method based on correlation between SNVs and maximum likelihood for frequency estimation. When applied to PacBio reads from an Influenza A Virus (IAV) sample with ten variants, our method was able to reconstruct the nine most frequent.
  • Keywords
    "Sequential analysis","Cloning","Bioinformatics","Electronic mail","Frequency estimation","Sociology"
  • Publisher
    ieee
  • Conference_Titel
    Computational Advances in Bio and Medical Sciences (ICCABS), 2015 IEEE 5th International Conference on
  • Type

    conf

  • DOI
    10.1109/ICCABS.2015.7344730
  • Filename
    7344730