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Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors
Whole-exome sequencing of cell-free DNA (cfDNA) could enable comprehensive profiling of tumors from blood but the genome-wide concordance between cfDNA and tumor biopsies is uncertain. Here we report ichorCNA, software that quantifies tumor content in cfDNA from 0.1× coverage whole-genome sequencing...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5673918/ https://www.ncbi.nlm.nih.gov/pubmed/29109393 http://dx.doi.org/10.1038/s41467-017-00965-y |
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author | Adalsteinsson, Viktor A. Ha, Gavin Freeman, Samuel S. Choudhury, Atish D. Stover, Daniel G. Parsons, Heather A. Gydush, Gregory Reed, Sarah C. Rotem, Denisse Rhoades, Justin Loginov, Denis Livitz, Dimitri Rosebrock, Daniel Leshchiner, Ignaty Kim, Jaegil Stewart, Chip Rosenberg, Mara Francis, Joshua M. Zhang, Cheng-Zhong Cohen, Ofir Oh, Coyin Ding, Huiming Polak, Paz Lloyd, Max Mahmud, Sairah Helvie, Karla Merrill, Margaret S. Santiago, Rebecca A. O’Connor, Edward P. Jeong, Seong H. Leeson, Rachel Barry, Rachel M. Kramkowski, Joseph F. Zhang, Zhenwei Polacek, Laura Lohr, Jens G. Schleicher, Molly Lipscomb, Emily Saltzman, Andrea Oliver, Nelly M. Marini, Lori Waks, Adrienne G. Harshman, Lauren C. Tolaney, Sara M. Van Allen, Eliezer M. Winer, Eric P. Lin, Nancy U. Nakabayashi, Mari Taplin, Mary-Ellen Johannessen, Cory M. Garraway, Levi A. Golub, Todd R. Boehm, Jesse S. Wagle, Nikhil Getz, Gad Love, J. Christopher Meyerson, Matthew |
author_facet | Adalsteinsson, Viktor A. Ha, Gavin Freeman, Samuel S. Choudhury, Atish D. Stover, Daniel G. Parsons, Heather A. Gydush, Gregory Reed, Sarah C. Rotem, Denisse Rhoades, Justin Loginov, Denis Livitz, Dimitri Rosebrock, Daniel Leshchiner, Ignaty Kim, Jaegil Stewart, Chip Rosenberg, Mara Francis, Joshua M. Zhang, Cheng-Zhong Cohen, Ofir Oh, Coyin Ding, Huiming Polak, Paz Lloyd, Max Mahmud, Sairah Helvie, Karla Merrill, Margaret S. Santiago, Rebecca A. O’Connor, Edward P. Jeong, Seong H. Leeson, Rachel Barry, Rachel M. Kramkowski, Joseph F. Zhang, Zhenwei Polacek, Laura Lohr, Jens G. Schleicher, Molly Lipscomb, Emily Saltzman, Andrea Oliver, Nelly M. Marini, Lori Waks, Adrienne G. Harshman, Lauren C. Tolaney, Sara M. Van Allen, Eliezer M. Winer, Eric P. Lin, Nancy U. Nakabayashi, Mari Taplin, Mary-Ellen Johannessen, Cory M. Garraway, Levi A. Golub, Todd R. Boehm, Jesse S. Wagle, Nikhil Getz, Gad Love, J. Christopher Meyerson, Matthew |
author_sort | Adalsteinsson, Viktor A. |
collection | PubMed |
description | Whole-exome sequencing of cell-free DNA (cfDNA) could enable comprehensive profiling of tumors from blood but the genome-wide concordance between cfDNA and tumor biopsies is uncertain. Here we report ichorCNA, software that quantifies tumor content in cfDNA from 0.1× coverage whole-genome sequencing data without prior knowledge of tumor mutations. We apply ichorCNA to 1439 blood samples from 520 patients with metastatic prostate or breast cancers. In the earliest tested sample for each patient, 34% of patients have ≥10% tumor-derived cfDNA, sufficient for standard coverage whole-exome sequencing. Using whole-exome sequencing, we validate the concordance of clonal somatic mutations (88%), copy number alterations (80%), mutational signatures, and neoantigens between cfDNA and matched tumor biopsies from 41 patients with ≥10% cfDNA tumor content. In summary, we provide methods to identify patients eligible for comprehensive cfDNA profiling, revealing its applicability to many patients, and demonstrate high concordance of cfDNA and metastatic tumor whole-exome sequencing. |
format | Online Article Text |
id | pubmed-5673918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56739182017-11-09 Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors Adalsteinsson, Viktor A. Ha, Gavin Freeman, Samuel S. Choudhury, Atish D. Stover, Daniel G. Parsons, Heather A. Gydush, Gregory Reed, Sarah C. Rotem, Denisse Rhoades, Justin Loginov, Denis Livitz, Dimitri Rosebrock, Daniel Leshchiner, Ignaty Kim, Jaegil Stewart, Chip Rosenberg, Mara Francis, Joshua M. Zhang, Cheng-Zhong Cohen, Ofir Oh, Coyin Ding, Huiming Polak, Paz Lloyd, Max Mahmud, Sairah Helvie, Karla Merrill, Margaret S. Santiago, Rebecca A. O’Connor, Edward P. Jeong, Seong H. Leeson, Rachel Barry, Rachel M. Kramkowski, Joseph F. Zhang, Zhenwei Polacek, Laura Lohr, Jens G. Schleicher, Molly Lipscomb, Emily Saltzman, Andrea Oliver, Nelly M. Marini, Lori Waks, Adrienne G. Harshman, Lauren C. Tolaney, Sara M. Van Allen, Eliezer M. Winer, Eric P. Lin, Nancy U. Nakabayashi, Mari Taplin, Mary-Ellen Johannessen, Cory M. Garraway, Levi A. Golub, Todd R. Boehm, Jesse S. Wagle, Nikhil Getz, Gad Love, J. Christopher Meyerson, Matthew Nat Commun Article Whole-exome sequencing of cell-free DNA (cfDNA) could enable comprehensive profiling of tumors from blood but the genome-wide concordance between cfDNA and tumor biopsies is uncertain. Here we report ichorCNA, software that quantifies tumor content in cfDNA from 0.1× coverage whole-genome sequencing data without prior knowledge of tumor mutations. We apply ichorCNA to 1439 blood samples from 520 patients with metastatic prostate or breast cancers. In the earliest tested sample for each patient, 34% of patients have ≥10% tumor-derived cfDNA, sufficient for standard coverage whole-exome sequencing. Using whole-exome sequencing, we validate the concordance of clonal somatic mutations (88%), copy number alterations (80%), mutational signatures, and neoantigens between cfDNA and matched tumor biopsies from 41 patients with ≥10% cfDNA tumor content. In summary, we provide methods to identify patients eligible for comprehensive cfDNA profiling, revealing its applicability to many patients, and demonstrate high concordance of cfDNA and metastatic tumor whole-exome sequencing. Nature Publishing Group UK 2017-11-06 /pmc/articles/PMC5673918/ /pubmed/29109393 http://dx.doi.org/10.1038/s41467-017-00965-y Text en © The Author(s) 2017 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 Adalsteinsson, Viktor A. Ha, Gavin Freeman, Samuel S. Choudhury, Atish D. Stover, Daniel G. Parsons, Heather A. Gydush, Gregory Reed, Sarah C. Rotem, Denisse Rhoades, Justin Loginov, Denis Livitz, Dimitri Rosebrock, Daniel Leshchiner, Ignaty Kim, Jaegil Stewart, Chip Rosenberg, Mara Francis, Joshua M. Zhang, Cheng-Zhong Cohen, Ofir Oh, Coyin Ding, Huiming Polak, Paz Lloyd, Max Mahmud, Sairah Helvie, Karla Merrill, Margaret S. Santiago, Rebecca A. O’Connor, Edward P. Jeong, Seong H. Leeson, Rachel Barry, Rachel M. Kramkowski, Joseph F. Zhang, Zhenwei Polacek, Laura Lohr, Jens G. Schleicher, Molly Lipscomb, Emily Saltzman, Andrea Oliver, Nelly M. Marini, Lori Waks, Adrienne G. Harshman, Lauren C. Tolaney, Sara M. Van Allen, Eliezer M. Winer, Eric P. Lin, Nancy U. Nakabayashi, Mari Taplin, Mary-Ellen Johannessen, Cory M. Garraway, Levi A. Golub, Todd R. Boehm, Jesse S. Wagle, Nikhil Getz, Gad Love, J. Christopher Meyerson, Matthew Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors |
title | Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors |
title_full | Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors |
title_fullStr | Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors |
title_full_unstemmed | Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors |
title_short | Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors |
title_sort | scalable whole-exome sequencing of cell-free dna reveals high concordance with metastatic tumors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5673918/ https://www.ncbi.nlm.nih.gov/pubmed/29109393 http://dx.doi.org/10.1038/s41467-017-00965-y |
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