A re-sequencing tool for high mismatch-tolerant short read alignment based on burrows-wheeler transform

  • Chen Hua Lu
  • , Chun Yuan Lin
  • , Chuan Yi Tang

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations

    Abstract

    After the reference genomes of many organisms are sequenced in this post-genetic era, it has become an extremely important issue that how to do the resequencing and assembly for individual genomes from very large amount of reads. In this paper, we will present a resequencing tool designed for the Next Generation Sequencing (NGS) data. And these data are composed of a huge amount of short reads which will be aligned onto a reference genome. We modified and implemented the algorithm of Burrows-Wheeler Transform and FM-index to build the genome index of human, and proposed an idea to segment each short read into multiple non-overlapping seeds, which let us align short reads with large Hamming distance. Finally, we used the simulated datasets and real datasets from 1000 Genome Project to demonstrate the performance of our tool on a personal computer, and compared the results with widely used tools, bowtie and SOAPv2.

    Original languageEnglish
    Title of host publication2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010
    Pages549-554
    Number of pages6
    DOIs
    StatePublished - 2010
    Event2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010 - HongKong, China
    Duration: 18 12 201021 12 2010

    Publication series

    Name2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010

    Conference

    Conference2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010
    Country/TerritoryChina
    CityHongKong
    Period18/12/1021/12/10

    Keywords

    • Alignment
    • BWT
    • NGS
    • Resequence
    • Short reads

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