Concurrent MMBIRFinder

Thamer Alsulaiman, Beth Osia, Anna Malkova, Suely Oliveira

Producción científica: Conference contribution

Resumen

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.

Idioma originalEnglish (US)
Título de la publicación alojada2017 IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión impresa)9781538625941
DOI
EstadoPublished - nov 16 2017
Publicado de forma externa
Evento7th IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017 - Orlando, United States
Duración: oct 19 2017oct 21 2017

Serie de la publicación

NombreIEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS
Volumen2017-October
ISSN (versión impresa)2164-229X
ISSN (versión digital)2473-4659

Conference

Conference7th IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017
País/TerritorioUnited States
CiudadOrlando
Período10/19/1710/21/17

ASJC Scopus subject areas

  • Biomedical Engineering
  • Computational Theory and Mathematics

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