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Allele-specific multi-sample copy number segmentation in ASCAT

Edith Ross, Kerstin Haase, Peter Van Loo, Florian Markowetz

2020Bioinformatics51 citationsDOIOpen Access PDF

Abstract

MOTIVATION: Allele-specific copy number alterations are commonly used to trace the evolution of tumours. A key step of the analysis is to segment genomic data into regions of constant copy number. For precise phylogenetic inference, breakpoints shared between samples need to be aligned to each other. RESULTS: Here, we present asmultipcf, an algorithm for allele-specific segmentation of multiple samples that infers private and shared segment boundaries of phylogenetically related samples. The output of this algorithm can directly be used for allele-specific copy number calling using ASCAT. AVAILABILITY AND IMPLEMENTATION: asmultipcf is available as part of the ASCAT R package (version ≥2.5) from github.com/Crick-CancerGenomics/ascat/.

Topics & Concepts

SegmentationPhylogenetic treeCopy number analysisAlleleInferenceCopy-number variationBiologyComputer scienceSample (material)TRACE (psycholinguistics)GeneticsComputational biologyArtificial intelligenceGenomeGenePhilosophyChemistryChromatographyLinguisticsGenomic variations and chromosomal abnormalitiesCancer Genomics and DiagnosticsGenomics and Phylogenetic Studies
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