Testing clonal relatedness of two tumors from the same patient based on their mutational profiles: update of the Clonality R package. Academic Article uri icon

Overview

abstract

  • SUMMARY: The Clonality R package is a practical tool to assess the clonal relatedness of two tumors from the same patient. We have previously presented its functionality for testing tumors using loss of heterozygosity data or copy number arrays. Since then somatic mutation data have been more widely available through next generation sequencing and we have developed new methodology for comparing the tumors' mutational profiles. We thus extended the package to include these two new methods for comparing tumors as well as the mutational frequency estimation from external data required for their implementation. The first method is a likelihood ratio test that is readily available on a patient by patient basis. The second method employs a random-effects model to estimate both the population and individual probabilities of clonal relatedness from a group of patients with pairs of tumors. The package is available on Bioconductor. AVAILABILITY AND IMPLEMENTATION: Bioconductor (http://bioconductor.org/packages/release/bioc/html/Clonality.html). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

publication date

  • November 1, 2019

Research

keywords

  • Neoplasms
  • Software

Identity

PubMed Central ID

  • PMC6853680

Scopus Document Identifier

  • 85074961692

Digital Object Identifier (DOI)

  • 10.1093/bioinformatics/btz486

PubMed ID

  • 31198957

Additional Document Info

volume

  • 35

issue

  • 22