MMBIRFinder: A Tool to Detect Microhomology-Mediated Break-Induced Replication

Matthew W. Segar, Cynthia J. Sakofsky, Anna Malkova, Yunlong Liu

Producción científica: Articlerevisión exhaustiva

7 Citas (Scopus)

Resumen

The introduction of next-generation sequencing technologies has radically changed the way we view structural genetic events. Microhomology-mediated break-induced replication (MMBIR) is just one of the many mechanisms that can cause genomic destabilization that may lead to cancer. Although the mechanism for MMBIR remains unclear, it has been shown that MMBIR is typically associated with template-switching events. Currently, to our knowledge, there is no existing bioinformatics tool to detect these template-switching events. We have developed MMBIRFinder, a method that detects template-switching events associated with MMBIR from whole-genome sequenced data. MMBIRFinder uses a half-read alignment approach to identify potential regions of interest. Clustering of these potential regions helps narrow the search space to regions with strong evidence. Subsequent local alignments identify the template-switching events with single-nucleotide accuracy. Using simulated data, MMBIRFinder identified 83 percent of the MMBIR regions within a five nucleotide tolerance. Using real data, MMBIRFinder identified 16 MMBIR regions on a normal breast tissue data sample and 51 MMBIR regions on a triple-negative breast cancer tumor sample resulting in detection of 37 novel template-switching events. Finally, we identified template-switching events residing in the promoter region of seven genes that have been implicated in breast cancer. The program is freely available for download at https://github.com/msegar/MMBIRFinder.

Idioma originalEnglish (US)
Número de artículo6948337
Páginas (desde-hasta)799-806
Número de páginas8
PublicaciónIEEE/ACM Transactions on Computational Biology and Bioinformatics
Volumen12
N.º4
DOI
EstadoPublished - jul 1 2015
Publicado de forma externa

ASJC Scopus subject areas

  • Biotechnology
  • Genetics
  • Applied Mathematics

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