@article{396b75026bf74416bb8c418768494099,
title = "Sensitive Detection of Minimal Residual Disease in Patients Treated for Early-Stage Breast Cancer",
abstract = "Purpose: Existing cell-free DNA (cfDNA) methods lack the sensitivity needed for detecting minimal residual disease (MRD) following therapy. We developed a test for tracking hundreds of patient-specific mutations to detect MRD with a 1,000-fold lower error rate than conventional sequencing. Experimental Design: We compared the sensitivity of our approach to digital droplet PCR (ddPCR) in a dilution series, then retrospectively identified two cohorts of patients who had undergone prospective plasma sampling and clinical data collection: 16 patients with ER+/HER2- metastatic breast cancer (MBC) sampled within 6 months following metastatic diagnosis and 142 patients with stage 0 to III breast cancer who received curative-intent treatment with most sampled at surgery and 1 year postoperative. We performed whole-exome sequencing of tumors and designed individualized MRD tests, which we applied to serial cfDNA samples. Results: Our approach was 100-fold more sensitive than ddPCR when tracking 488 mutations, but most patients had fewer identifiable tumor mutations to track in cfDNA (median = 57; range = 2–346). Clinical sensitivity was 81% (n = 13/16) in newly diagnosed MBC, 23% (n = 7/30) at postoperative and 19% (n = 6/32) at 1 year in early-stage disease, and highest in patients with the most tumor mutations available to track. MRD detection at 1 year was strongly associated with distant recurrence [HR = 20.8; 95% confidence interval, 7.3–58.9]. Median lead time from first positive sample to recurrence was 18.9 months (range = 3.4–39.2 months). Conclusions: Tracking large numbers of individualized tumor mutations in cfDNA can improve MRD detection, but its sensitivity is driven by the number of tumor mutations available to track.",
author = "Parsons, {Heather A.} and Justin Rhoades and Reed, {Sarah C.} and Gregory Gydush and Priyanka Ram and Pedro Exman and Kan Xiong and Lo, {Christopher C.} and Tianyu Li and Mark Fleharty and Kirkner, {Gregory J.} and Denisse Rotem and Ofir Cohen and Fangyan Yu and Mariana Fitarelli-Kiehl and Leong, {Ka Wai} and Hughes, {Melissa E.} and Rosenberg, {Shoshana M.} and Collins, {Laura C.} and Miller, {Kathy D.} and Brendan Blumenstiel and Lorenzo Trippa and Carrie Cibulskis and Neuberg, {Donna S.} and Matthew DeFelice and Freeman, {Samuel S.} and Lennon, {Niall J.} and Nikhil Wagle and Gavin Ha and Stover, {Daniel G.} and Choudhury, {Atish D.} and Gad Getz and Winer, {Eric P.} and Matthew Meyerson and Lin, {Nancy U.} and Ian Krop and Love, {J. Christopher} and Makrigiorgos, {G. Mike} and Partridge, {Ann H.} and Mayer, {Erica L.} and Golub, {Todd R.} and Adalsteinsson, {Viktor A.}",
note = "Funding Information: The authors acknowledge the Gerstner Family Foundation for its generous support. This study was also supported in part by the NBTII Foundation and The Bridge Project, a partnership between the Koch Institute for Integrative Cancer Research at MIT and the Dana-Farber/Harvard Cancer Center (DF/HCC), The Terri Brodeur Breast Cancer Foundation, the Friends of Dana-Farber, the Cheryl Tessler Solit Foundation, Breast Cancer Research Foundation (to N.U. Lin), National Comprehensive Cancer Network/Pfizer Collaborative Grant Program (to N.U. Lin), Fashion Footwear Association of New York, NCI Specialized Program of Research Excellence in Breast Cancer (NCI P50CA168504), and R01CA221874 (to G.M. Makrigiorgos). DFCI trial 05-055 was supported by Genentech/Roche. This study used cell line samples from the NINDS Repository; Funding Information: The authors acknowledge the Gerstner Family Foundation for its generous support. This study was also supported in part by the NBTII Foundation and The Bridge Project, a partnership between the Koch Institute for Integrative Cancer Research at MIT and the Dana-Farber/Harvard Cancer Center (DF/HCC), The Terri Brodeur Breast Cancer Foundation, the Friends of Dana-Farber, the Cheryl Tessler Solit Foundation, Breast Cancer Research Foundation (to N.U. Lin), National Comprehensive Cancer Network/Pfizer Collaborative Grant Program (to N.U. Lin), Fashion Footwear Association of New York, NCI Specialized Program of Research Excellence in Breast Cancer (NCI P50CA168504), and R01CA221874 (to G.M. Makrigiorgos). DFCI trial 05-055 was supported by Genentech/Roche. This study used cell line samples from the NINDS Repository; NINDS Repository sample numbers corresponding to the samples used are: NA12878 and NA19238. The prevalence of mutations in various cancer types was determined using data generated by the TCGA Research Network: https:// www.cancer.gov/tcga. Funding Information: H.A. Parsons is a paid consultant for Foundation Medicine. D. Rotem (spouse) is a paid consultant for Celsius Therapeutics. S.S. Freeman has filed patents with the Broad Institute. N. Wagle has previously been a paid consultant for Eli Lilly and Novartis, receives commercial research support from Puma Biotechnology, and holds ownership interest and is a paid member of the scientific advisory board for Relay Therapeutics. G. Getz reports receiving commercial research grants from IBM and Pharmacyclics, and is an advisory board member for MD Anderson EAB. M. Meyerson is a paid consultant for OrigiMed, and reports receiving commercial research grants from Bayer, Ono, and Janssen. N.U. Lin is a paid consultant for Daichii Sankyo, Puma, and Seattle Genetics, and reports receiving commercial research grants from Genentech, Merck, Seattle Genetics, and Pfizer. E.L. Mayer is a paid consultant for Pfizer, Lilly, Novartis, and Eisai, and reports receiving commercial research support from Pfizer and Myriad. T.R. Golub is a paid consultant for Sherlock Biosciences and GlaxoSmithKline, reports receiving commercial research grants from Bayer HealthCare, Novo Holdings, and Calico Life Sciences, and holds ownership interest (including patents) in FORMA Therapeutics. V. Adalsteinsson is a paid member of the scientific advisory board for AGCT GmbH and Bertis Inc., has filed patents with the Broad Institute, and is an advisory board member (unpaid) for International Cancer Advocacy Network. No potential conflicts of interest were disclosed by the other authors. Publisher Copyright: {\textcopyright} 2020 American Association for Cancer Research.",
year = "2020",
month = jun,
day = "1",
doi = "https://doi.org/10.1158/1078-0432.CCR-19-3005",
language = "American English",
volume = "26",
pages = "2556--2564",
journal = "Clinical Cancer Research",
issn = "1078-0432",
publisher = "American Association for Cancer Research Inc.",
number = "11",
}