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A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing

Defining the architecture of a specific cancer genome, including its structural variants, is essential for understanding tumor biology, mechanisms of oncogenesis, and for designing effective personalized therapies. Short read paired-end sequencing is currently the most sensitive method for detecting...

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Autores principales: Mijušković, Martina, Brown, Stuart M., Tang, Zuojian, Lindsay, Cory R., Efstathiadis, Efstratios, Deriano, Ludovic, Roth, David B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3483208/
https://www.ncbi.nlm.nih.gov/pubmed/23144753
http://dx.doi.org/10.1371/journal.pone.0048314
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author Mijušković, Martina
Brown, Stuart M.
Tang, Zuojian
Lindsay, Cory R.
Efstathiadis, Efstratios
Deriano, Ludovic
Roth, David B.
author_facet Mijušković, Martina
Brown, Stuart M.
Tang, Zuojian
Lindsay, Cory R.
Efstathiadis, Efstratios
Deriano, Ludovic
Roth, David B.
author_sort Mijušković, Martina
collection PubMed
description Defining the architecture of a specific cancer genome, including its structural variants, is essential for understanding tumor biology, mechanisms of oncogenesis, and for designing effective personalized therapies. Short read paired-end sequencing is currently the most sensitive method for detecting somatic mutations that arise during tumor development. However, mapping structural variants using this method leads to a large number of false positive calls, mostly due to the repetitive nature of the genome and the difficulty of assigning correct mapping positions to short reads. This study describes a method to efficiently identify large tumor-specific deletions, inversions, duplications and translocations from low coverage data using SVDetect or BreakDancer software and a set of novel filtering procedures designed to reduce false positive calls. Applying our method to a spontaneous T cell lymphoma arising in a core RAG2/p53-deficient mouse, we identified 40 validated tumor-specific structural rearrangements supported by as few as 2 independent read pairs.
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spelling pubmed-34832082012-11-09 A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing Mijušković, Martina Brown, Stuart M. Tang, Zuojian Lindsay, Cory R. Efstathiadis, Efstratios Deriano, Ludovic Roth, David B. PLoS One Research Article Defining the architecture of a specific cancer genome, including its structural variants, is essential for understanding tumor biology, mechanisms of oncogenesis, and for designing effective personalized therapies. Short read paired-end sequencing is currently the most sensitive method for detecting somatic mutations that arise during tumor development. However, mapping structural variants using this method leads to a large number of false positive calls, mostly due to the repetitive nature of the genome and the difficulty of assigning correct mapping positions to short reads. This study describes a method to efficiently identify large tumor-specific deletions, inversions, duplications and translocations from low coverage data using SVDetect or BreakDancer software and a set of novel filtering procedures designed to reduce false positive calls. Applying our method to a spontaneous T cell lymphoma arising in a core RAG2/p53-deficient mouse, we identified 40 validated tumor-specific structural rearrangements supported by as few as 2 independent read pairs. Public Library of Science 2012-10-29 /pmc/articles/PMC3483208/ /pubmed/23144753 http://dx.doi.org/10.1371/journal.pone.0048314 Text en © 2012 Mijušković et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Mijušković, Martina
Brown, Stuart M.
Tang, Zuojian
Lindsay, Cory R.
Efstathiadis, Efstratios
Deriano, Ludovic
Roth, David B.
A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing
title A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing
title_full A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing
title_fullStr A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing
title_full_unstemmed A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing
title_short A Streamlined Method for Detecting Structural Variants in Cancer Genomes by Short Read Paired-End Sequencing
title_sort streamlined method for detecting structural variants in cancer genomes by short read paired-end sequencing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3483208/
https://www.ncbi.nlm.nih.gov/pubmed/23144753
http://dx.doi.org/10.1371/journal.pone.0048314
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