Ultra-Sensitive Mutation Detection and Genome-Wide DNA Copy Number Reconstruction by Error-Corrected Circulating Tumor DNA Sequencing

作者: Bram Herman , Nik Matthews , Ben O'Leary , Sanna Hulkki , David Gonzalez De Castro

DOI: 10.1373/CLINCHEM.2018.289629

关键词:

摘要: BACKGROUND: Circulating free DNA sequencing (cfDNA-Seq) can portray cancer genome landscapes, but highly sensitive and specific technologies are necessary to accurately detect mutations with often low variant frequencies. METHODS: We developed a customizable hybrid-capture cfDNA-Seq technology using off-the-shelf molecular barcodes novel duplex molecule identification tool for enhanced error correction. RESULTS: Modeling based on cfDNA yields from 58 patients showed that this technology, requiring 25 ng of cfDNA, could be applied >95% metastatic colorectal (mCRC). 32-gene, 163.3-kbp target region detected 100% single-nucleotide variants, 0.15% frequency in spike-in experiments. Molecular barcode correction reduced false-positive mutation calls by 97.5%. In 28 consecutively analyzed mCRC, 80 out 91 previously tumor tissue were called the cfDNA. Call rates similar point indels. identified typical mCRC driver whom biopsy had failed or did not include key genes. Mutations only undetectable matched biopsies included subclonal resistance anti-EGFR antibodies KRAS, parallel evolution multiple PIK3CA 2 cases, TP53 originating clonal hematopoiesis. Furthermore, off-target read analysis allowed simultaneous genome-wide copy number profile reconstruction 20 cases. Copy profiles validated low-coverage whole-genome sequencing. CONCLUSIONS: This error-corrected, ultradeep publicly available bioinformatics tools enables broad insights into genomes evolution. ClinicalTrials.gov Identifier: NCT02112357

参考文章(28)
Richard B. Lanman, Stefanie A. Mortimer, Oliver A. Zill, Dragan Sebisanovic, Rene Lopez, Sibel Blau, Eric A. Collisson, Stephen G. Divers, Dave S. B. Hoon, E. Scott Kopetz, Jeeyun Lee, Petros G. Nikolinakos, Arthur M. Baca, Bahram G. Kermani, Helmy Eltoukhy, AmirAli Talasaz, Analytical and Clinical Validation of a Digital Sequencing Panel for Quantitative, Highly Accurate Evaluation of Cell-Free Circulating Tumor DNA PLOS ONE. ,vol. 10, pp. e0140712- ,(2015) , 10.1371/JOURNAL.PONE.0140712
Marco Gerlinger, Stuart Horswell, James Larkin, Andrew J Rowan, Max P Salm, Ignacio Varela, Rosalie Fisher, Nicholas McGranahan, Nicholas Matthews, Claudio R Santos, Pierre Martinez, Benjamin Phillimore, Sharmin Begum, Adam Rabinowitz, Bradley Spencer-Dene, Sakshi Gulati, Paul A Bates, Gordon Stamp, Lisa Pickering, Martin Gore, David L Nicol, Steven Hazell, P Andrew Futreal, Aengus Stewart, Charles Swanton, Genomic architecture and evolution of clear cell renal cell carcinomas defined by multiregion sequencing Nature Genetics. ,vol. 46, pp. 225- 233 ,(2014) , 10.1038/NG.2891
Frank Diehl, Meng Li, Yiping He, Kenneth W Kinzler, Bert Vogelstein, Devin Dressman, BEAMing: single-molecule PCR on microparticles in water-in-oil emulsions Nature Methods. ,vol. 3, pp. 551- 559 ,(2006) , 10.1038/NMETH898
Mingchao Xie, Charles Lu, Jiayin Wang, Michael D McLellan, Kimberly J Johnson, Michael C Wendl, Joshua F McMichael, Heather K Schmidt, Venkata Yellapantula, Christopher A Miller, Bradley A Ozenberger, John S Welch, Daniel C Link, Matthew J Walter, Elaine R Mardis, John F Dipersio, Feng Chen, Richard K Wilson, Timothy J Ley, Li Ding, Age-related mutations associated with clonal hematopoietic expansion and malignancies Nature Medicine. ,vol. 20, pp. 1472- 1478 ,(2014) , 10.1038/NM.3733
Scott R Kennedy, Michael W Schmitt, Edward J Fox, Brendan F Kohrn, Jesse J Salk, Eun Hyun Ahn, Marc J Prindle, Kawai J Kuong, Jiang-Cheng Shen, Rosa-Ana Risques, Lawrence A Loeb, None, Detecting ultralow-frequency mutations by Duplex Sequencing Nature Protocols. ,vol. 9, pp. 2586- 2606 ,(2014) , 10.1038/NPROT.2014.170
James T Robinson, Helga Thorvaldsdóttir, Wendy Winckler, Mitchell Guttman, Eric S Lander, Gad Getz, Jill P Mesirov, Integrative genomics viewer Nature Biotechnology. ,vol. 29, pp. 24- 26 ,(2011) , 10.1038/NBT.1754
Sandra Misale, Rona Yaeger, Sebastijan Hobor, Elisa Scala, Manickam Janakiraman, David Liska, Emanuele Valtorta, Roberta Schiavo, Michela Buscarino, Giulia Siravegna, Katia Bencardino, Andrea Cercek, Chin-Tung Chen, Silvio Veronese, Carlo Zanon, Andrea Sartore-Bianchi, Marcello Gambacorta, Margherita Gallicchio, Efsevia Vakiani, Valentina Boscaro, Enzo Medico, Martin Weiser, Salvatore Siena, Federica Di Nicolantonio, David Solit, Alberto Bardelli, Emergence of KRAS mutations and acquired resistance to anti-EGFR therapy in colorectal cancer Nature. ,vol. 486, pp. 532- 536 ,(2012) , 10.1038/NATURE11156
Timour Baslan, Jude Kendall, Linda Rodgers, Hilary Cox, Mike Riggs, Asya Stepansky, Jennifer Troge, Kandasamy Ravi, Diane Esposito, B Lakshmi, Michael Wigler, Nicholas Navin, James Hicks, Genome-wide copy number analysis of single cells. Nature Protocols. ,vol. 7, pp. 1024- 1041 ,(2012) , 10.1038/NPROT.2012.039
Tony Mok, Yi-Long Wu, Jin Soo Lee, Chong-Jen Yu, Virote Sriuranpong, Jennifer Sandoval-Tan, Guia Ladrera, Sumitra Thongprasert, Vichien Srimuninnimit, Meilin Liao, Yunzhong Zhu, Caicun Zhou, Fatima Fuerte, Benjamin Margono, Wei Wen, Julie Tsai, Matt Truman, Barbara Klughammer, David S. Shames, Lin Wu, Detection and Dynamic Changes of EGFR Mutations from Circulating Tumor DNA as a Predictor of Survival Outcomes in NSCLC Patients Treated with First-line Intercalated Erlotinib and Chemotherapy Clinical Cancer Research. ,vol. 21, pp. 3196- 3203 ,(2015) , 10.1158/1078-0432.CCR-14-2594
Isaac Garcia-Murillas, Gaia Schiavon, Britta Weigelt, Charlotte Ng, Sarah Hrebien, Rosalind J. Cutts, Maggie Cheang, Peter Osin, Ashutosh Nerurkar, Iwanka Kozarewa, Javier Armisen Garrido, Mitch Dowsett, Jorge S. Reis-Filho, Ian E. Smith, Nicholas C. Turner, Mutation Tracking in Circulating Tumor DNA Predicts Relapse in Early Breast Cancer Science Translational Medicine. ,vol. 7, ,(2015) , 10.1126/SCITRANSLMED.AAB0021