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Concurrent MMBIRFinder

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Recent literature has found Microhomology-mediated break-induced replication (MMBIR) to be a common mechanism producing complex mutations. Complex mutations underlie the genomic instability that results in various cancers. MMBIRFinder is a tool that has successfully detected the MMBIR mutations in budding yeast DNA by comparing sampled DNA reads to a whole reference genome. A major challenge for the MMBIRFinder is the heavy computational expense needed to find MMBIR regions in human DNA, where the size of a human DNA genome is very large compared to yeast DNA. In this work, we propose a modified approach, which utilizes parallel computations to significantly reduce the processing time consumed by the MMBIFinder to search for MMBIR regions in the human genome. Moreover, the newly proposed tool preserves the validity and accuracy of the original tool for yeast, where the original MMBIRFinder often fails to operate on the much larger human genome. This will allow for identification of complex mutations generated by MMBIR in human cancer genomes, thereby improving understanding of the roles played by MMBIR in generating the mutations and rearrangements that hallmark various types of cancers and genetic disease.

Original languageEnglish (US)
Title of host publication2017 IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9781538625941
DOIs
StatePublished - Nov 16 2017
Externally publishedYes
Event7th IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017 - Orlando, United States
Duration: Oct 19 2017Oct 21 2017

Publication series

NameIEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS
Volume2017-October
ISSN (Print)2164-229X
ISSN (Electronic)2473-4659

Conference

Conference7th IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017
Country/TerritoryUnited States
CityOrlando
Period10/19/1710/21/17

Keywords

  • Bioinformatics
  • Cancer
  • DNA
  • Mutations
  • Parallel Programming

ASJC Scopus subject areas

  • Biomedical Engineering
  • Computational Theory and Mathematics

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