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Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2

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...

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Autores principales: Prandi, Davide, Demichelis, Francesca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6778654/
https://www.ncbi.nlm.nih.gov/pubmed/31524989
http://dx.doi.org/10.1002/cpbi.81
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author Prandi, Davide
Demichelis, Francesca
author_facet Prandi, Davide
Demichelis, Francesca
author_sort Prandi, Davide
collection PubMed
description 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.
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spelling pubmed-67786542020-09-01 Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2 Prandi, Davide Demichelis, Francesca Curr Protoc Bioinformatics Protocol 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. John Wiley and Sons Inc. 2019-06-21 2019-09 /pmc/articles/PMC6778654/ /pubmed/31524989 http://dx.doi.org/10.1002/cpbi.81 Text en © 2019 The Authors. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Protocol
Prandi, Davide
Demichelis, Francesca
Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2
title Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2
title_full Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2
title_fullStr Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2
title_full_unstemmed Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2
title_short Ploidy‐ and Purity‐Adjusted Allele‐Specific DNA Analysis Using CLONETv2
title_sort ploidy‐ and purity‐adjusted allele‐specific dna analysis using clonetv2
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6778654/
https://www.ncbi.nlm.nih.gov/pubmed/31524989
http://dx.doi.org/10.1002/cpbi.81
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