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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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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. |
format | Online Article Text |
id | pubmed-3483208 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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