Englander Institute for Precision Medicine

Ploidy- and Purity-Adjusted Allele-Specific DNA Analysis Using CLONETv2.

TitlePloidy- and Purity-Adjusted Allele-Specific DNA Analysis Using CLONETv2.
Publication TypeJournal Article
Year of Publication2019
AuthorsPrandi D, Demichelis F
JournalCurr Protoc Bioinformatics
Volume67
Issue1
Paginatione81
Date Published2019 Sep
ISSN1934-340X
KeywordsAlgorithms, Alleles, Computational Biology, DNA Copy Number Variations, Exome, Gene Dosage, Genotype, High-Throughput Nucleotide Sequencing, Humans, Neoplasms, Ploidies, Precision Medicine
Abstract

High-throughput DNA sequencing technology provides base-level and statistically rich information about the genomic content of a sample. In the contexts of cancer research and precision oncology, thousands of genomes from paired tumor and matched normal samples are profiled and processed to determine somatic copy-number changes and single-nucleotide variations. Higher-order informative analyses, in the form of allele-specific copy-number assessments or subclonality quantification, require reliable estimates of tumor DNA ploidy and tumor cellularity. CLONETv2 provides a complete set of functions to process matched normal and tumor pairs using patient-specific genotype data, is independent of low-level tools (e.g., aligner, segmentation algorithm, mutation caller) and offers high-level functions to compute allele-specific copy number from segmented data and to identify subclonal population in the input sample. CLONETv2 is applicable to whole-genome, whole-exome and targeted sequencing data generated either from tissue or from liquid biopsy samples. © 2019 The Authors.

DOI10.1002/cpbi.81
Alternate JournalCurr Protoc Bioinformatics
PubMed ID31524989
PubMed Central IDPMC6778654
Grant List648670 / ERC_ / European Research Council / International
P50 CA211024 / CA / NCI NIH HHS / United States
R01 CA125612 / CA / NCI NIH HHS / United States

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