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PRISM: Pair-read informed split-read mapping for base-pair level detection of insertion, deletion and structural variants

  • Yue Jiang*
  • , Yadong Wang
  • , Michael Brudno
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology
  • University of Toronto

Research output: Contribution to journalArticlepeer-review

Abstract

Motivation: The development of high-throughput sequencing technologies has enabled novel methods for detecting structural variants (SVs). Current methods are typically based on depth of coverage or pair-end mapping clusters. However, most of these only report an approximate location for each SV, rather than exact breakpoints. Results: We have developed pair-read informed split mapping (PRISM), a method that identifies SVs and their precise breakpoints from whole-genome resequencing data. PRISM uses a split-alignment approach informed by the mapping of paired-end reads hence enabling breakpoint identification ofmultiple SV types, including arbitrary-sized inversions, deletions and tandem duplications. Comparisons to previous datasets and simulation experiments illustrate PRISM's high sensitivity, while PCR validations of PRISM results including previously uncharacterized variants, indicate an overall precision of ∼90%.

Original languageEnglish
Pages (from-to)2576-2583
Number of pages8
JournalBioinformatics
Volume28
Issue number20
DOIs
StatePublished - Oct 2012
Externally publishedYes

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