Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
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
_version_ 1783276664862539776
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
work_keys_str_mv AT adalsteinssonviktora scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT hagavin scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT freemansamuels scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT choudhuryatishd scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT stoverdanielg scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT parsonsheathera scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT gydushgregory scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT reedsarahc scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT rotemdenisse scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT rhoadesjustin scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT loginovdenis scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT livitzdimitri scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT rosebrockdaniel scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT leshchinerignaty scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT kimjaegil scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT stewartchip scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT rosenbergmara scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT francisjoshuam scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT zhangchengzhong scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT cohenofir scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT ohcoyin scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT dinghuiming scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT polakpaz scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT lloydmax scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT mahmudsairah scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT helviekarla scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT merrillmargarets scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT santiagorebeccaa scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT oconnoredwardp scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT jeongseongh scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT leesonrachel scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT barryrachelm scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT kramkowskijosephf scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT zhangzhenwei scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT polaceklaura scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT lohrjensg scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT schleichermolly scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT lipscombemily scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT saltzmanandrea scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT olivernellym scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT marinilori scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT waksadrienneg scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT harshmanlaurenc scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT tolaneysaram scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT vanalleneliezerm scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT winerericp scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT linnancyu scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT nakabayashimari scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT taplinmaryellen scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT johannessencorym scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT garrawaylevia scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT golubtoddr scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT boehmjesses scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT waglenikhil scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT getzgad scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT lovejchristopher scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors
AT meyersonmatthew scalablewholeexomesequencingofcellfreednarevealshighconcordancewithmetastatictumors