Testing clonal relatedness of two tumors from the same patient based on their mutational profiles: update of the Clonality R package.
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- Record sourced from PubMed, PMID 31198957.
- Also identified by DOI 10.1093/bioinformatics/btz486 and PMC identifier 6853680.
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Abstract
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. Bioconductor (http://bioconductor.org/packages/release/bioc/html/Clonality.html). Supplementary data are available at Bioinformatics online.
Medical subject headings
- Neoplasms
- Software