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Exploring the landscape of focal amplifications in cancer using AmpliconArchitect

Focal oncogene amplification and rearrangements drive tumor growth and evolution in multiple cancer types. We present AmpliconArchitect (AA), a tool to reconstruct the fine structure of focally amplified regions using whole genome sequencing (WGS) and validate it extensively on multiple simulated an...

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Autores principales: Deshpande, Viraj, Luebeck, Jens, Nguyen, Nam-Phuong D., Bakhtiari, Mehrdad, Turner, Kristen M., Schwab, Richard, Carter, Hannah, Mischel, Paul S., Bafna, Vineet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6344493/
https://www.ncbi.nlm.nih.gov/pubmed/30674876
http://dx.doi.org/10.1038/s41467-018-08200-y
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author Deshpande, Viraj
Luebeck, Jens
Nguyen, Nam-Phuong D.
Bakhtiari, Mehrdad
Turner, Kristen M.
Schwab, Richard
Carter, Hannah
Mischel, Paul S.
Bafna, Vineet
author_facet Deshpande, Viraj
Luebeck, Jens
Nguyen, Nam-Phuong D.
Bakhtiari, Mehrdad
Turner, Kristen M.
Schwab, Richard
Carter, Hannah
Mischel, Paul S.
Bafna, Vineet
author_sort Deshpande, Viraj
collection PubMed
description Focal oncogene amplification and rearrangements drive tumor growth and evolution in multiple cancer types. We present AmpliconArchitect (AA), a tool to reconstruct the fine structure of focally amplified regions using whole genome sequencing (WGS) and validate it extensively on multiple simulated and real datasets, across a wide range of coverage and copy numbers. Analysis of AA-reconstructed amplicons in a pan-cancer dataset reveals many novel properties of copy number amplifications in cancer. These findings support a model in which focal amplifications arise due to the formation and replication of extrachromosomal DNA. Applying AA to 68 viral-mediated cancer samples, we identify a large fraction of amplicons with specific structural signatures suggestive of hybrid, human-viral extrachromosomal DNA. AA reconstruction, integrated with metaphase fluorescence in situ hybridization (FISH) and PacBio sequencing on the cell-line UPCI:SCC090 confirm the extrachromosomal origin and fine structure of a Forkhead box E1 (FOXE1)-containing hybrid amplicon.
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spelling pubmed-63444932019-01-25 Exploring the landscape of focal amplifications in cancer using AmpliconArchitect Deshpande, Viraj Luebeck, Jens Nguyen, Nam-Phuong D. Bakhtiari, Mehrdad Turner, Kristen M. Schwab, Richard Carter, Hannah Mischel, Paul S. Bafna, Vineet Nat Commun Article Focal oncogene amplification and rearrangements drive tumor growth and evolution in multiple cancer types. We present AmpliconArchitect (AA), a tool to reconstruct the fine structure of focally amplified regions using whole genome sequencing (WGS) and validate it extensively on multiple simulated and real datasets, across a wide range of coverage and copy numbers. Analysis of AA-reconstructed amplicons in a pan-cancer dataset reveals many novel properties of copy number amplifications in cancer. These findings support a model in which focal amplifications arise due to the formation and replication of extrachromosomal DNA. Applying AA to 68 viral-mediated cancer samples, we identify a large fraction of amplicons with specific structural signatures suggestive of hybrid, human-viral extrachromosomal DNA. AA reconstruction, integrated with metaphase fluorescence in situ hybridization (FISH) and PacBio sequencing on the cell-line UPCI:SCC090 confirm the extrachromosomal origin and fine structure of a Forkhead box E1 (FOXE1)-containing hybrid amplicon. Nature Publishing Group UK 2019-01-23 /pmc/articles/PMC6344493/ /pubmed/30674876 http://dx.doi.org/10.1038/s41467-018-08200-y Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Deshpande, Viraj
Luebeck, Jens
Nguyen, Nam-Phuong D.
Bakhtiari, Mehrdad
Turner, Kristen M.
Schwab, Richard
Carter, Hannah
Mischel, Paul S.
Bafna, Vineet
Exploring the landscape of focal amplifications in cancer using AmpliconArchitect
title Exploring the landscape of focal amplifications in cancer using AmpliconArchitect
title_full Exploring the landscape of focal amplifications in cancer using AmpliconArchitect
title_fullStr Exploring the landscape of focal amplifications in cancer using AmpliconArchitect
title_full_unstemmed Exploring the landscape of focal amplifications in cancer using AmpliconArchitect
title_short Exploring the landscape of focal amplifications in cancer using AmpliconArchitect
title_sort exploring the landscape of focal amplifications in cancer using ampliconarchitect
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6344493/
https://www.ncbi.nlm.nih.gov/pubmed/30674876
http://dx.doi.org/10.1038/s41467-018-08200-y
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