Scalable whole-exome sequencing of cell-free DNA reveals high concordance with metastatic tumors

Viktor A. Adalsteinsson(Broad Institute), Gavin Ha(Broad Institute), Samuel S. Freeman(Broad Institute), Atish D. Choudhury(Dana-Farber Cancer Institute), Daniel G. Stover(Harvard University), Heather A. Parsons(Harvard University), Gregory Gydush(Broad Institute), Sarah C. Reed(Broad Institute), Denisse Rotem(Broad Institute), Justin Rhoades(Broad Institute), D. V. Loginov(Broad Institute), Dimitri Livitz(Broad Institute), Daniel Rosebrock(Broad Institute), Ignaty Leshchiner(Broad Institute), Jaegil Kim(Broad Institute), Chip Stewart(Broad Institute), Mara Rosenberg(Broad Institute), Joshua M. Francis(Broad Institute), Cheng‐Zhong Zhang(Broad Institute), Ofir Cohen(Broad Institute), Coyin Oh(Broad Institute), Huiming Ding(Massachusetts Institute of Technology), Paz Polak(Broad Institute), Maxwell R. Lloyd(Dana-Farber Cancer Institute), Sairah Mahmud(Dana-Farber Cancer Institute), Karla Helvie(Dana-Farber Cancer Institute), Margaret S. Merrill(Dana-Farber Cancer Institute), Rebecca A. Santiago(Dana-Farber Cancer Institute), Edward O’Connor(Dana-Farber Cancer Institute), Seong Ho Jeong(Dana-Farber Cancer Institute), Rachel Leeson(Massachusetts Institute of Technology), Rachel Barry(Massachusetts Institute of Technology), Joseph F. Kramkowski(Dana-Farber Cancer Institute), Zhenwei Zhang(Dana-Farber Cancer Institute), L Polácek(Dana-Farber Cancer Institute), Jens G. Lohr(Broad Institute), Molly Schleicher(Broad Institute), Emily Lipscomb(Broad Institute), Andrea Saltzman(Broad Institute), Nelly Oliver(Dana-Farber Cancer Institute), Lori Marini(Dana-Farber Cancer Institute), Adrienne G. Waks(Brigham and Women's Hospital), Lauren C. Harshman(Dana-Farber Cancer Institute), Sara M. Tolaney(Dana-Farber Cancer Institute), Eliezer M. Van Allen(Broad Institute), Eric P. Winer(Dana-Farber Cancer Institute), Nancy U. Lin(Dana-Farber Cancer Institute), Mari Nakabayashi(Harvard University), Mary‐Ellen Taplin(Dana-Farber Cancer Institute), Cory M. Johannessen(Broad Institute), Levi A. Garraway(Broad Institute), Todd R. Golub(Broad Institute), Jesse S. Boehm(Broad Institute), Nikhil Wagle(Broad Institute), Gad Getz(Broad Institute), J. Christopher Love(Broad Institute), Matthew Meyerson(Broad Institute)
Nature Communications
October 31, 2017
Cited by 1,082Open Access
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Abstract

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.


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