Detection of Solid Tumor Molecular Residual Disease (MRD) Using Circulating Tumor DNA (ctDNA)

Circulating tumor DNA (ctDNA) is a component of cell-free DNA that is shed by malignant tumors into the bloodstream and other bodily fluids. Levels of ctDNA are typically low, particularly in patients with localized disease, requiring highly sophisticated methods for detection and quantification. Multiple liquid biopsy methods have been developed for ctDNA analysis in solid tumor malignancies and are now enabling detection and assessment of earlier stages of disease, post-treatment molecular residual disease (MRD), resistance to targeted systemic therapy, and tumor mutational burden. Understanding ctDNA biology, mechanisms of release, and clearance and size characteristics, in conjunction with the application of molecular barcoding and targeted error correction, have increased the sensitivity and specificity of ctDNA detection techniques. Combinatorial approaches including integration of ctDNA data with circulating protein biomarkers may further improve assay sensitivity and broaden the scope of ctDNA applications. Circulating viral DNA may be utilized to monitor disease in some virally induced malignancies. In spite of increasingly accurate methods of ctDNA detection, results need to be interpreted with caution given that somatic mosaicisms such as clonal hematopoiesis of indeterminate potential (CHIP) may give rise to genetic variants in the bloodstream unrelated to solid tumors, and the limited concordance observed between different commercial platforms. Overall, highly precise ctDNA detection and quantification methods have the potential to transform clinical practice via non-invasive monitoring of solid tumor malignancies, residual disease detection at earlier timepoints than standard clinical and/or imaging surveillance, and treatment personalization based on real-time assessment of the tumor genomic landscape.

[1]  G. Jay,et al.  HBx gene of hepatitis B virus induces liver cancer in transgenic mice , 1991, Nature.

[2]  Cindy Q. Tang,et al.  Author Correction: Identifying long-term stable refugia for relict plant species in East Asia , 2018, Nature Communications.

[3]  Steven J. M. Jones,et al.  Comprehensive Characterization of Cancer Driver Genes and Mutations , 2018, Cell.

[4]  N. Potter,et al.  Cancer: Persistence of leukaemic ancestors , 2014, Nature.

[5]  M. Korabečná,et al.  Cell‐Free Plasma DNA during Peritoneal Dialysis and Hemodialysis and in Patients with Chronic Kidney Disease , 2008, Annals of the New York Academy of Sciences.

[6]  S. Mortimer,et al.  The Landscape of Actionable Genomic Alterations in Cell-Free Circulating Tumor DNA from 21,807 Advanced Cancer Patients , 2017, Clinical Cancer Research.

[7]  A. Bouchard-Côté,et al.  PyClone: statistical inference of clonal population structure in cancer , 2014, Nature Methods.

[8]  K. Kinzler,et al.  Digital PCR. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[9]  A. Fyles,et al.  Circulating Human Papillomavirus DNA as a Biomarker of Response in Patients With Locally Advanced Cervical Cancer Treated With Definitive Chemoradiation. , 2018, JCO precision oncology.

[10]  Ludmila V. Danilova,et al.  Detection and localization of surgically resectable cancers with a multi-analyte blood test , 2018, Science.

[11]  Karim Benkirane,et al.  Comparison of DNA methylation profiles in human fetal and adult red blood cell progenitors , 2015, Genome Medicine.

[12]  Jacob Silterra,et al.  Blood-based tumor mutational burden as a predictor of clinical benefit in non-small-cell lung cancer patients treated with atezolizumab , 2018, Nature Medicine.

[13]  David T. W. Jones,et al.  Signatures of mutational processes in human cancer , 2013, Nature.

[14]  K. Kinzler,et al.  Detection and quantification of rare mutations with massively parallel sequencing , 2011, Proceedings of the National Academy of Sciences.

[15]  M. Stroun,et al.  Isolation and characterization of DNA from the plasma of cancer patients. , 1987, European journal of cancer & clinical oncology.

[16]  W. Thilly,et al.  Mismatch amplification mutation assay (MAMA): application to the c-H-ras gene. , 1992, PCR methods and applications.

[17]  D. Gudbjartsson,et al.  Variants in ELL2 influencing immunoglobulin levels associate with multiple myeloma , 2015, Nature Communications.

[18]  Circulating cell-free DNA is a predictor of short-term neurological outcome in stroke patients treated with intravenous thrombolysis , 2016, Journal of circulating biomarkers.

[19]  M. Lynch Rate, molecular spectrum, and consequences of human mutation , 2010, Proceedings of the National Academy of Sciences.

[20]  Matthew Rabinowitz,et al.  Detection of Clonal and Subclonal Copy-Number Variants in Cell-Free DNA from Patients with Breast Cancer Using a Massively Multiplexed PCR Methodology , 2015, Translational oncology.

[21]  Ashwini Naik,et al.  Phylogenetic ctDNA analysis depicts early stage lung cancer evolution , 2017, Nature.

[22]  A. Bronkhorst,et al.  Characterization of the cell-free DNA released by cultured cancer cells. , 2016, Biochimica et biophysica acta.

[23]  C. Lam,et al.  Predominant hematopoietic origin of cell-free DNA in plasma and serum after sex-mismatched bone marrow transplantation. , 2002, Clinical chemistry.

[24]  Y. Lo,et al.  Plasma DNA as a prognostic marker in trauma patients. , 2000, Clinical chemistry.

[25]  P. A. Futreal,et al.  Circulating tumor DNA analysis depicts subclonal architecture and genomic evolution of small cell lung cancer , 2018, Nature Communications.

[26]  H. Varmus,et al.  Acquired Resistance of Lung Adenocarcinomas to Gefitinib or Erlotinib Is Associated with a Second Mutation in the EGFR Kinase Domain , 2005, PLoS medicine.

[27]  C. Paweletz,et al.  Assessment of EGFR Mutation Status in Matched Plasma and Tumor Tissue of NSCLC Patients from a Phase I Study of Rociletinib (CO-1686) , 2016, Clinical Cancer Research.

[28]  Valérie Taly,et al.  Detecting biomarkers with microdroplet technology. , 2012, Trends in molecular medicine.

[29]  D. Pyshnyi,et al.  Circulating DNA and DNase Activity in Human Blood , 2006, Annals of the New York Academy of Sciences.

[30]  K. Nishio,et al.  Detection of Epidermal Growth Factor Receptor Mutations in Serum as a Predictor of the Response to Gefitinib in Patients with Non–Small-Cell Lung Cancer , 2006, Clinical Cancer Research.

[31]  Aaron Ward,et al.  Radiographic changes after lung stereotactic ablative radiotherapy (SABR)--can we distinguish recurrence from fibrosis? A systematic review of the literature. , 2012, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[32]  A. Wellstein,et al.  Circulating DNA in Cancer Diagnosis and Prognosis , 2019, Oncogenomics.

[33]  N. Rosenfeld,et al.  Non-invasive analysis of acquired resistance to cancer therapy by sequencing of plasma DNA , 2013, Nature.

[34]  T. Mok,et al.  Single-Molecule Detection of Epidermal Growth Factor Receptor Mutations in Plasma by Microfluidics Digital PCR in Non–Small Cell Lung Cancer Patients , 2009, Clinical Cancer Research.

[35]  A. Cmelak,et al.  Improved survival of patients with human papillomavirus-positive head and neck squamous cell carcinoma in a prospective clinical trial. , 2008, Journal of the National Cancer Institute.

[36]  S. Loi,et al.  The Genetic Landscape and Clonal Evolution of Breast Cancer Resistance to Palbociclib plus Fulvestrant in the PALOMA-3 Trial. , 2018, Cancer discovery.

[37]  L. Koss The Papanicolaou test for cervical cancer detection. A triumph and a tragedy. , 1989, JAMA.

[38]  Benjamin Werner,et al.  Longitudinal Liquid Biopsy and Mathematical Modeling of Clonal Evolution Forecast Time to Treatment Failure in the PROSPECT-C Phase II Colorectal Cancer Clinical Trial. , 2018, Cancer discovery.

[39]  J Carl Barrett,et al.  EGFR mutation detection in ctDNA from NSCLC patient plasma: A cross-platform comparison of leading technologies to support the clinical development of AZD9291. , 2015, Lung cancer.

[40]  Peter Ulz,et al.  Rapid Identification of Plasma DNA Samples with Increased ctDNA Levels by a Modified FAST-SeqS Approach. , 2015, Clinical chemistry.

[41]  Jinming Li,et al.  Clinical applications of urinary cell-free DNA in cancer: current insights and promising future. , 2017, American journal of cancer research.

[42]  T. Kunkel,et al.  The fidelity of DNA synthesis by eukaryotic replicative and translesion synthesis polymerases , 2008, Cell Research.

[43]  P. Neven,et al.  Presymptomatic Identification of Cancers in Pregnant Women During Noninvasive Prenatal Testing. , 2015, JAMA oncology.

[44]  V. Vasioukhin,et al.  The Origin and Mechanism of Circulating DNA , 2000, Annals of the New York Academy of Sciences.

[45]  Francisco M. De La Vega,et al.  Development of Personalized Tumor Biomarkers Using Massively Parallel Sequencing , 2010, Science Translational Medicine.

[46]  S. Loi,et al.  Fulvestrant plus palbociclib versus fulvestrant plus placebo for treatment of hormone-receptor-positive, HER2-negative metastatic breast cancer that progressed on previous endocrine therapy (PALOMA-3): final analysis of the multicentre, double-blind, phase 3 randomised controlled trial. , 2016, The Lancet. Oncology.

[47]  M. Choti,et al.  Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies , 2014, Science Translational Medicine.

[48]  T. Ørntoft,et al.  Genomic Alterations in Liquid Biopsies from Patients with Bladder Cancer. , 2016, European urology.

[49]  Nicolai J. Birkbak,et al.  Tracking the Evolution of Non‐Small‐Cell Lung Cancer , 2017, The New England journal of medicine.

[50]  Jorge S. Reis-Filho,et al.  Mutation tracking in circulating tumor DNA predicts relapse in early breast cancer , 2015, Science Translational Medicine.

[51]  Katherine M White,et al.  A randomised controlled trial of a theory-based intervention to improve sun protective behaviour in adolescents ('you can still be HOT in the shade'): study protocol , 2012, BMC Cancer.

[52]  L. Pusztai,et al.  Hybrid capture-based genomic profiling of circulating tumor DNA from patients with estrogen receptor-positive metastatic breast cancer. , 2017 .

[53]  A. Maitra,et al.  Mitochondrial Resequencing Arrays Detect Tumor-Specific Mutations in Salivary Rinses of Patients with Head and Neck Cancer , 2007, Clinical Cancer Research.

[54]  D. McManus,et al.  Cell-Free DNA as a Diagnostic Tool for Human Parasitic Infections. , 2016, Trends in parasitology.

[55]  Sam Angiuoli,et al.  Direct detection of early-stage cancers using circulating tumor DNA , 2017, Science Translational Medicine.

[56]  A. Stepan,et al.  LRRK2 activation in idiopathic Parkinson’s disease , 2018, Science Translational Medicine.

[57]  Keunchil Park,et al.  Atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial , 2016, The Lancet.

[58]  L. Hui,et al.  Evaluation and comparison of in vitro degradation kinetics of DNA in serum, urine and saliva: A qualitative study. , 2016, Gene.

[59]  Francisco M. De La Vega,et al.  Sequence and structural variation in a human genome uncovered by short-read, massively parallel ligation sequencing using two-base encoding. , 2009, Genome research.

[60]  B. Chabner,et al.  Application of Cell-free DNA Analysis to Cancer Treatment. , 2018, The New England journal of medicine.

[61]  Pelayo Vilar,et al.  Nasopharyngeal Carcinoma , 1966 .

[62]  E. Zeggini,et al.  Leukemia-Associated Somatic Mutations Drive Distinct Patterns of Age-Related Clonal Hemopoiesis , 2015, Cell reports.

[63]  Olivier Lantz,et al.  Human Papillomavirus Mutational Insertion: Specific Marker of Circulating Tumor DNA in Cervical Cancer Patients , 2012, PloS one.

[64]  H. Dienes,et al.  Combined analysis of HPV‐DNA, p16 and EGFR expression to predict prognosis in oropharyngeal cancer , 2007, International journal of cancer.

[65]  Ying Cheng,et al.  Osimertinib in Untreated EGFR‐Mutated Advanced Non–Small‐Cell Lung Cancer , 2018, The New England journal of medicine.

[66]  Karl Kashofer,et al.  Inferring expressed genes by whole-genome sequencing of plasma DNA , 2016, Nature Genetics.

[67]  S. Sanjosé,et al.  HPV DNA, E6/E7 mRNA, and p16INK4a detection in head and neck cancers: a systematic review and meta-analysis. , 2014, The Lancet. Oncology.

[68]  Yoshiharu Matsuura,et al.  The core protein of hepatitis C virus induces hepatocellular carcinoma in transgenic mice , 1998, Nature Medicine.

[69]  M. Stroun,et al.  Spontaneous extracellular synthesis of DNA released by human blood lymphocytes. , 1976, Cancer research.

[70]  Satoru Miyano,et al.  Acquired initiating mutations in early hematopoietic cells of CLL patients. , 2014, Cancer discovery.

[71]  David R. Jones,et al.  Detection of Recurrence Patterns After Wedge Resection for Early Stage Lung Cancer: Rationale for Radiologic Follow-Up. , 2016, The Annals of thoracic surgery.

[72]  Brooke L. Billman,et al.  Circulating Tumor DNA Analysis in Patients With Cancer: American Society of Clinical Oncology and College of American Pathologists Joint Review. , 2018, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[73]  L. Marks,et al.  Challenges in defining radiation pneumonitis in patients with lung cancer. , 2005, International journal of radiation oncology, biology, physics.

[74]  N. Thorne,et al.  High-resolution characterization of sequence signatures due to non-random cleavage of cell-free DNA , 2015, BMC Medical Genomics.

[75]  M. Speicher,et al.  Establishment of tumor-specific copy number alterations from plasma DNA of patients with cancer , 2013, International journal of cancer.

[76]  A. Garin,et al.  Genetic analysis of DNA excreted in urine: a new approach for detecting specific genomic DNA sequences from cells dying in an organism. , 2000, Clinical chemistry.

[77]  David L. Marron,et al.  Circulating Tumor HPV16 DNA as a Biomarker of Tumor Genomics and Disease Control in HPV-associated Oropharyngeal Squamous Cell Carcinoma , 2018 .

[78]  Y. Lo,et al.  Rapid clearance of fetal DNA from maternal plasma. , 1999, American journal of human genetics.

[79]  Lance R. Martin,et al.  Noninvasive monitoring of infection and rejection after lung transplantation , 2015, Proceedings of the National Academy of Sciences.

[80]  C. Paweletz,et al.  Validation of a Plasma-Based Comprehensive Cancer Genotyping Assay Utilizing Orthogonal Tissue- and Plasma-Based Methodologies , 2018, Clinical Cancer Research.

[81]  J. Rigas,et al.  Determinants of tumor response and survival with erlotinib in patients with non--small-cell lung cancer. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[82]  A. King,et al.  Early detection of nasopharyngeal carcinoma by plasma Epstein‐Barr virus DNA analysis in a surveillance program , 2013, Cancer.

[83]  G. Klein,et al.  Epstein–Barr Virus in Burkitt's Lymphoma and Nasopharyngeal Carcinoma: EBV DNA in Biopsies of Burkitt Tumours and Anaplastic Carcinomas of the Nasopharynx , 1970, Nature.

[84]  C Summers,et al.  Analysis of any point mutation in DNA. The amplification refractory mutation system (ARMS). , 1989, Nucleic acids research.

[85]  Taura L. Barr,et al.  Circulating extracellular DNA levels are acutely elevated in ischaemic stroke and associated with innate immune system activation , 2017, Brain injury.

[86]  K. Tsao,et al.  Elevated cell-free serum DNA detected in patients with myocardial infarction. , 2003, Clinica chimica acta; international journal of clinical chemistry.

[87]  Ash A. Alizadeh,et al.  Toward understanding and exploiting tumor heterogeneity , 2015, Nature Medicine.

[88]  Yama W. L. Zheng,et al.  Maternal Plasma DNA Sequencing Reveals the Genome-Wide Genetic and Mutational Profile of the Fetus , 2010, Science Translational Medicine.

[89]  T. Tsumita,et al.  Fate of Injected Deoxyribonucleic Acid in Mice , 1963, Nature.

[90]  K. Kinzler,et al.  Serial circulating tumour DNA analysis during multimodality treatment of locally advanced rectal cancer: a prospective biomarker study , 2018, Gut.

[91]  E. Duhig,et al.  Pleural fluid cell-free DNA integrity index to identify cytologically negative malignant pleural effusions including mesotheliomas , 2012, BMC Cancer.

[92]  B. Kermani,et al.  Analytical and Clinical Validation of a Digital Sequencing Panel for Quantitative, Highly Accurate Evaluation of Cell-Free Circulating Tumor DNA , 2015, PloS one.

[93]  M. Janssen-Heijnen,et al.  Treatment and complications in elderly stage III colon cancer patients in the Netherlands. , 2013, Annals of oncology : official journal of the European Society for Medical Oncology.

[94]  W. Hsu,et al.  Post-recurrence survival in completely resected stage I non-small cell lung cancer with local recurrence , 2009, Thorax.

[95]  E. V. Van Allen,et al.  Next-generation sequencing to guide cancer therapy , 2015, Genome Medicine.

[96]  K. Kinzler,et al.  FAST-SeqS: A Simple and Efficient Method for the Detection of Aneuploidy by Massively Parallel Sequencing , 2012, PloS one.

[97]  K. Kinzler,et al.  Detection of aneuploidy in patients with cancer through amplification of long interspersed nucleotide elements (LINEs) , 2018, Proceedings of the National Academy of Sciences.

[98]  Xiao Han,et al.  Circulating Tumor DNA as Biomarkers for Cancer Detection , 2017, Genom. Proteom. Bioinform..

[99]  J. Trimarchi,et al.  Plasma-seq: a novel strategy for metastatic prostate cancer analysis , 2013, Genome Medicine.

[100]  M. Meyerson,et al.  EGFR mutation and resistance of non-small-cell lung cancer to gefitinib. , 2005, The New England journal of medicine.

[101]  S. Leung,et al.  Quantitative Analysis of the Transrenal Excretion of Circulating EBV DNA in Nasopharyngeal Carcinoma Patients , 2008, Clinical Cancer Research.

[102]  P. B. Gahan,et al.  Origins, structures, and functions of circulating DNA in oncology , 2016, Cancer and Metastasis Reviews.

[103]  R. Strausberg,et al.  Circulating tumor DNA analysis detects minimal residual disease and predicts recurrence in patients with stage II colon cancer , 2016, Science Translational Medicine.

[104]  F. Bosch,et al.  Involvement of intact HPV16 E6/E7 gene expression in head and neck cancers with unaltered p53 status and perturbed pRb cell cycle control , 2002, Oncogene.

[105]  S. Leung,et al.  Kinetics of plasma Epstein-Barr virus DNA during radiation therapy for nasopharyngeal carcinoma. , 2000, Cancer research.

[106]  M. Ychou,et al.  Circulating Cell-Free DNA from Colorectal Cancer Patients May Reveal High KRAS or BRAF Mutation Load. , 2013, Translational oncology.

[107]  M. Stratton,et al.  Use of cancer‐specific genomic rearrangements to quantify disease burden in plasma from patients with solid tumors , 2010, Genes, chromosomes & cancer.

[108]  Kari Stefansson,et al.  Clonal hematopoiesis, with and without candidate driver mutations, is common in the elderly. , 2017, Blood.

[109]  A. Boronat,et al.  Precursor uptake assays and metabolic analyses in isolated tomato fruit chromoplasts , 2012, Plant Methods.

[110]  J. Sicklick,et al.  Analysis of NTRK Alterations in Pan-Cancer Adult and Pediatric Malignancies: Implications for NTRK-Targeted Therapeutics. , 2018, JCO precision oncology.

[111]  Grace Q. Zhao,et al.  Cross-Platform Comparison of Four Leading Technologies for Detecting EGFR Mutations in Circulating Tumor DNA from Non-Small Cell Lung Carcinoma Patient Plasma , 2017, Theranostics.

[112]  Robert H. Brown,et al.  Mutations in the vesicular trafficking protein annexin A11 are associated with amyotrophic lateral sclerosis , 2017, Science Translational Medicine.

[113]  Ash A. Alizadeh,et al.  Early Detection of Molecular Residual Disease in Localized Lung Cancer by Circulating Tumor DNA Profiling. , 2017, Cancer Discovery.

[114]  K. Varming,et al.  Oxygen-Related Differences in Cellular and Vesicular Phenotypes Observed for Ovarian Cell Cancer Lines , 2016, Journal of circulating biomarkers.

[115]  M. Johnson,et al.  Circulating microRNAs in Sera Correlate with Soluble Biomarkers of Immune Activation but Do Not Predict Mortality in ART Treated Individuals with HIV-1 Infection: A Case Control Study , 2015, PloS one.

[116]  P. Stephens,et al.  Tumor Mutational Burden as an Independent Predictor of Response to Immunotherapy in Diverse Cancers , 2017, Molecular Cancer Therapeutics.

[117]  G. Makrigiorgos,et al.  PCR-based methods for the enrichment of minority alleles and mutations. , 2009, Clinical chemistry.

[118]  Renato Martins,et al.  Non-Small Cell Lung Cancer, Version 5.2017, NCCN Clinical Practice Guidelines in Oncology. , 2017, Journal of the National Comprehensive Cancer Network : JNCCN.

[119]  Gary J. W. Liao,et al.  Size-based molecular diagnostics using plasma DNA for noninvasive prenatal testing , 2014, Proceedings of the National Academy of Sciences.

[120]  Y. Li,et al.  Increased concentrations of antibody-bound circulatory cell-free DNA in rheumatoid arthritis. , 2007, Clinical chemistry.

[121]  J. Peto,et al.  Human papillomavirus is a necessary cause of invasive cervical cancer worldwide , 1999, The Journal of pathology.

[122]  Carlos Caldas,et al.  Analysis of circulating tumor DNA to monitor metastatic breast cancer. , 2013, The New England journal of medicine.

[123]  Ken Chen,et al.  Use of whole-genome sequencing to diagnose a cryptic fusion oncogene. , 2011, JAMA.

[124]  M. Gerlinger,et al.  Circulating tumour DNA, a promising biomarker for the management of colorectal cancer. , 2018, Critical reviews in oncology/hematology.

[125]  M. Ladanyi,et al.  Therapy-Related Clonal Hematopoiesis in Patients with Non-hematologic Cancers Is Common and Associated with Adverse Clinical Outcomes. , 2017, Cell stem cell.

[126]  A. King,et al.  Analysis of Plasma Epstein–Barr Virus DNA to Screen for Nasopharyngeal Cancer , 2017, The New England journal of medicine.

[127]  M. Ychou,et al.  High Fragmentation Characterizes Tumour-Derived Circulating DNA , 2011, PloS one.

[128]  I. Cecconello,et al.  Clinical and pathologic prognostic factors for curative resection for pancreatic cancer. , 2008, HPB : the official journal of the International Hepato Pancreato Biliary Association.

[129]  Ulrich Busch,et al.  Optimization of digital droplet polymerase chain reaction for quantification of genetically modified organisms , 2016, Biomolecular detection and quantification.

[130]  V. Barbour,et al.  Editors' Reply , 2005, PLoS Medicine.

[131]  P. Laurent-Puig,et al.  Multiplex picodroplet digital PCR to detect KRAS mutations in circulating DNA from the plasma of colorectal cancer patients. , 2013, Clinical chemistry.

[132]  Chung-Liang Ho,et al.  Noninvasive saliva-based EGFR gene mutation detection in patients with lung cancer. , 2014, American journal of respiratory and critical care medicine.

[133]  Aleksandra Markovets,et al.  Acquired EGFR C797S mediates resistance to AZD9291 in advanced non-small cell lung cancer harboring EGFR T790M , 2015, Nature Medicine.

[134]  Jeff Mellen,et al.  High-Throughput Droplet Digital PCR System for Absolute Quantitation of DNA Copy Number , 2011, Analytical chemistry.

[135]  H. El‐Serag,et al.  Hepatocellular carcinoma: epidemiology and molecular carcinogenesis. , 2007, Gastroenterology.

[136]  D. Dressman,et al.  Transforming single DNA molecules into fluorescent magnetic particles for detection and enumeration of genetic variations , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[137]  M. Speicher,et al.  Current and future perspectives of liquid biopsies in genomics-driven oncology , 2018, Nature Reviews Genetics.

[138]  Ash A. Alizadeh,et al.  Circulating tumour DNA profiling reveals heterogeneity of EGFR inhibitor resistance mechanisms in lung cancer patients , 2016, Nature Communications.

[139]  K. Ang,et al.  An International Collaboration to Harmonize the Quantitative Plasma Epstein-Barr Virus DNA Assay for Future Biomarker-Guided Trials in Nasopharyngeal Carcinoma , 2013, Clinical Cancer Research.

[140]  Kikuya Kato,et al.  Quantitative Detection of EGFR Mutations in Circulating Tumor DNA Derived from Lung Adenocarcinomas , 2011, Clinical Cancer Research.

[141]  R. Rosell,et al.  Circulating DNA is a Useful Prognostic Factor in Patients with Advanced Non-small Cell Lung Cancer , 2011, Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer.

[142]  H. Adami,et al.  [Sexually transmitted infection as a cause of anal cancer]. , 1997, Ugeskrift for laeger.

[143]  Jakob Skou Pedersen,et al.  Optimized targeted sequencing of cell-free plasma DNA from bladder cancer patients , 2018, Scientific Reports.

[144]  Peiyong Jiang,et al.  Cancer genome scanning in plasma: detection of tumor-associated copy number aberrations, single-nucleotide variants, and tumoral heterogeneity by massively parallel sequencing. , 2013, Clinical chemistry.

[145]  Frank Diehl,et al.  Detection and quantification of mutations in the plasma of patients with colorectal tumors. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[146]  Esther Kim,et al.  Human papillomavirus and rising oropharyngeal cancer incidence in the United States. , 2011, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[147]  T. Kubiak,et al.  Correlation between cell free DNA levels and medical evaluation of disease progression in systemic lupus erythematosus patients. , 2014, Cellular immunology.

[148]  C. Paweletz,et al.  Association Between Plasma Genotyping and Outcomes of Treatment With Osimertinib (AZD9291) in Advanced Non-Small-Cell Lung Cancer. , 2016, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[149]  Noah C Welker,et al.  Fragment Length of Circulating Tumor DNA , 2016, PLoS genetics.

[150]  C. Cantor,et al.  Noninvasive prenatal diagnosis of monogenic diseases by digital size selection and relative mutation dosage on DNA in maternal plasma , 2008, Proceedings of the National Academy of Sciences.

[151]  Ludmila V. Danilova,et al.  Non-invasive detection of urothelial cancer through the analysis of driver gene mutations and aneuploidy , 2018, eLife.

[152]  S. Quake,et al.  Brain tumor mutations detected in cerebral spinal fluid. , 2015, Clinical chemistry.

[153]  P. Simon,et al.  Circulating Cell-Free DNA , 2012, Sports Medicine.

[154]  Ash A. Alizadeh,et al.  An ultrasensitive method for quantitating circulating tumor DNA with broad patient coverage , 2013, Nature Medicine.

[155]  J. Ptak,et al.  Correction: Non-invasive detection of urothelial cancer through the analysis of driver gene mutations and aneuploidy , 2018, eLife.

[156]  M. Stroun,et al.  About the possible origin and mechanism of circulating DNA apoptosis and active DNA release. , 2001, Clinica chimica acta; international journal of clinical chemistry.

[157]  Keval Patel,et al.  Enhanced detection of circulating tumor DNA by fragment size analysis , 2018, Science Translational Medicine.

[158]  Carlos Barrios,et al.  Atezolizumab versus docetaxel in patients with previously treated non-small-cell lung cancer (OAK): a phase 3, open-label, multicentre randomised controlled trial , 2017, The Lancet.

[159]  Simultaneous genotyping of nine polymorphisms in xenobiotic-metabolizing enzymes by multiplex PCR amplification and single base extension. , 2004, Clinical chemistry.

[160]  Ash A. Alizadeh,et al.  FACTERA: a practical method for the discovery of genomic rearrangements at breakpoint resolution , 2014, Bioinform..

[161]  Bert Vogelstein,et al.  DETECTION OF CIRCULATING TUMOR DNA IN EARLY AND LATE STAGE HUMAN MALIGNANCIES , 2014 .

[162]  Christian Gilissen,et al.  Ultra-sensitive Sequencing Identifies High Prevalence of Clonal Hematopoiesis-Associated Mutations throughout Adult Life. , 2017, American journal of human genetics.

[163]  Nancy Santesso,et al.  Cytology versus HPV testing for cervical cancer screening in the general population. , 2017, The Cochrane database of systematic reviews.

[164]  J. Soh,et al.  Usefulness of EGFR mutation screening in pleural fluid to predict the clinical outcome of gefitinib treated patients with lung cancer , 2006, International journal of cancer.

[165]  S. Gabriel,et al.  Clonal hematopoiesis and blood-cancer risk inferred from blood DNA sequence. , 2014, The New England journal of medicine.

[166]  J. Vadgama,et al.  The Clinical Utilization of Circulating Cell Free DNA (CCFDNA) in Blood of Cancer Patients , 2013, International journal of molecular sciences.

[167]  Yau-Huei Wei,et al.  Quantification of plasma Epstein-Barr virus DNA in patients with advanced nasopharyngeal carcinoma. , 2004, The New England journal of medicine.

[168]  Mikko Niemi,et al.  Genetics is a major determinant of expression of the human hepatic uptake transporter OATP1B1, but not of OATP1B3 and OATP2B1 , 2013, Genome Medicine.

[169]  T. Yeatman,et al.  Prevalence of clonal hematopoiesis of indeterminate potential (CHIP) measured by an ultra-sensitive sequencing assay: Exploratory analysis of the Circulating Cancer Genome Atlas (CCGA) study. , 2018 .

[170]  Charles Swanton,et al.  Early stage NSCLC — challenges to implementing ctDNA-based screening and MRD detection , 2018, Nature Reviews Clinical Oncology.

[171]  B. Ebert,et al.  MDS is a stem cell disorder after all. , 2014, Cancer cell.

[172]  C. Paweletz,et al.  Plasma HPV cell-free DNA monitoring in advanced HPV-associated oropharyngeal cancer , 2018, Annals of oncology : official journal of the European Society for Medical Oncology.

[173]  S. Syrjänen,et al.  Integrated Human Papillomavirus Type 16 Is Frequently Found in Cervical Cancer Precursors as Demonstrated by a Novel Quantitative Real-Time PCR Technique , 2002, Journal of Clinical Microbiology.

[174]  P. Jiang,et al.  The Long and Short of Circulating Cell-Free DNA and the Ins and Outs of Molecular Diagnostics. , 2016, Trends in genetics : TIG.

[175]  J. Huggett,et al.  Digital PCR as a novel technology and its potential implications for molecular diagnostics. , 2013, Clinical chemistry.

[176]  E. Fung,et al.  Cell-Free DNA from Ascites and Pleural Effusions: Molecular Insights into Genomic Aberrations and Disease Biology , 2017, Molecular Cancer Therapeutics.

[177]  L. Pusztai,et al.  Hybrid capture-based genomic profiling of circulating tumor DNA from patients with estrogen receptor-positive metastatic breast cancer , 2017, Annals of oncology : official journal of the European Society for Medical Oncology.

[178]  S. Rüdiger,et al.  Determining Biophysical Protein Stability in Lysates by a Fast Proteolysis Assay, FASTpp , 2012, PloS one.

[179]  Henrik Zetterberg,et al.  Identification of tissue-specific cell death using methylation patterns of circulating DNA , 2016, Proceedings of the National Academy of Sciences.

[180]  J. Meyerhardt,et al.  NCCN Guidelines Insights: Colon Cancer, Version 2.2018. , 2018, Journal of the National Comprehensive Cancer Network : JNCCN.

[181]  M. Giacca,et al.  Exercise-induced increases in cell free DNA in human plasma originate predominantly from cells of the haematopoietic lineage. , 2015, Exercise immunology review.

[182]  I. Sargent,et al.  Presence of fetal DNA in maternal plasma and serum , 1997, The Lancet.

[183]  Frank Diehl,et al.  BEAMing: single-molecule PCR on microparticles in water-in-oil emulsions , 2006, Nature Methods.

[184]  J. Altrichter,et al.  NEUTROPHIL-DERIVED CIRCULATING FREE DNA (cf-DNA/NETs): A POTENTIAL PROGNOSTIC MARKER FOR POSTTRAUMATIC DEVELOPMENT OF INFLAMMATORY SECOND HIT AND SEPSIS , 2008, Shock.

[185]  M. Berger,et al.  Capturing intra-tumor genetic heterogeneity by de novo mutation profiling of circulating cell-free tumor DNA: a proof-of-principle. , 2014, Annals of oncology : official journal of the European Society for Medical Oncology.

[186]  Yi Liu,et al.  Highly Sensitive Droplet Digital PCR Method for Detection of EGFR-Activating Mutations in Plasma Cell-Free DNA from Patients with Advanced Non-Small Cell Lung Cancer. , 2015, The Journal of molecular diagnostics : JMD.

[187]  J. Szustakowski,et al.  Nivolumab plus Ipilimumab in Lung Cancer with a High Tumor Mutational Burden , 2018, The New England journal of medicine.

[188]  M. Berger,et al.  Capturing intra-tumor genetic heterogeneity by de novo mutation profiling of circulating cell-free tumor DNA: a proof-of-principle. , 2014, Annals of oncology : official journal of the European Society for Medical Oncology.

[189]  Steven E. Schild,et al.  Non-small cell lung cancer, version 5.2017: Clinical practice guidelines in oncology , 2017 .

[190]  C. Paweletz,et al.  False-Positive Plasma Genotyping Due to Clonal Hematopoiesis , 2018, Clinical Cancer Research.

[191]  Edwin P Hui,et al.  Nasopharyngeal carcinoma , 2016, The Lancet.

[192]  James D. Brenton,et al.  Liquid biopsies come of age: towards implementation of circulating tumour DNA , 2017, Nature Reviews Cancer.

[193]  R. Zárate,et al.  Quantitative Cell-Free Circulating BRAF Mutation Analysis by Use of Droplet Digital PCR in the Follow-up of Patients with Melanoma Being Treated with BRAF Inhibitors , 2014 .

[194]  Klaus Pantel,et al.  Cell-free nucleic acids as biomarkers in cancer patients , 2011, Nature Reviews Cancer.

[195]  T. Szemeš,et al.  Utilization of Benchtop Next Generation Sequencing Platforms Ion Torrent PGM and MiSeq in Noninvasive Prenatal Testing for Chromosome 21 Trisomy and Testing of Impact of In Silico and Physical Size Selection on Its Analytical Performance , 2015, PloS one.

[196]  Salvatore Piscuoglio,et al.  Cerebrospinal fluid-derived circulating tumour DNA better represents the genomic alterations of brain tumours than plasma , 2015, Nature Communications.

[197]  N. Raab-Traub Epstein-Barr virus in the pathogenesis of NPC. , 2002, Seminars in cancer biology.

[198]  J. Freeman,et al.  Diagnosis of nasopharyngeal carcinoma by DNA amplification of tissue obtained by fine-needle aspiration. , 1992, New England Journal of Medicine.

[199]  K. Pienta,et al.  Patient-Paired Sample Congruence Between 2 Commercial Liquid Biopsy Tests , 2017, JAMA oncology.

[200]  Joshua F. McMichael,et al.  Age-related cancer mutations associated with clonal hematopoietic expansion , 2014, Nature Medicine.

[201]  H. Tschan,et al.  Increased concentrations of cell-free plasma DNA after exhaustive exercise. , 2004, Clinical chemistry.

[202]  Q. Wei,et al.  Circulating human papillomavirus DNA as a marker for disease extent and recurrence among patients with oropharyngeal cancer , 2015, Cancer.

[203]  Ash A. Alizadeh,et al.  Corrigendum: Circulating tumour DNA profiling reveals heterogeneity of EGFR inhibitor resistance mechanisms in lung cancer patients , 2016, Nature Communications.

[204]  P. A. Futreal,et al.  Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. , 2012, The New England journal of medicine.

[205]  S. Leung,et al.  Rapid clearance of plasma Epstein-Barr virus DNA after surgical treatment of nasopharyngeal carcinoma. , 2003, Clinical cancer research : an official journal of the American Association for Cancer Research.

[206]  Ash A. Alizadeh,et al.  Combination Approach for Detecting Different Types of Alterations in Circulating Tumor DNA in Leiomyosarcoma , 2018, Clinical Cancer Research.

[207]  Matthew W. Snyder,et al.  Cell-free DNA Comprises an In Vivo Nucleosome Footprint that Informs Its Tissues-Of-Origin , 2016, Cell.

[208]  Darshana Dadhania,et al.  Urinary cell-free DNA is a versatile analyte for monitoring infections of the urinary tract , 2018, Nature Communications.

[209]  F. X. Bosch,et al.  Epidemiologic classification of human papillomavirus types associated with cervical cancer. , 2003, The New England journal of medicine.

[210]  S. Goodman,et al.  Circulating mutant DNA to assess tumor dynamics , 2008, Nature Medicine.

[211]  Hong Wang,et al.  Consequences of in utero exposure to Zika virus in offspring of AG129 mice , 2018, Scientific Reports.

[212]  Shinji Katsura,et al.  Single-molecule PCR using water-in-oil emulsion. , 2003, Journal of biotechnology.

[213]  Ash A. Alizadeh,et al.  Distinct biological subtypes and patterns of genome evolution in lymphoma revealed by circulating tumor DNA , 2016, Science Translational Medicine.

[214]  S. Leung,et al.  Plasma Epstein-Barr viral deoxyribonucleic acid quantitation complements tumor-node-metastasis staging prognostication in nasopharyngeal carcinoma. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[215]  Ash A. Alizadeh,et al.  Detection and Surveillance of Bladder Cancer Using Urine Tumor DNA. , 2019, Cancer discovery.

[216]  B. K. Pal,et al.  Allele-specific enzymatic amplification of beta-globin genomic DNA for diagnosis of sickle cell anemia. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[217]  J. Ptak,et al.  Detection of tumor-derived DNA in cerebrospinal fluid of patients with primary tumors of the brain and spinal cord , 2015, Proceedings of the National Academy of Sciences.

[218]  Ash A. Alizadeh,et al.  Integrated digital error suppression for improved detection of circulating tumor DNA , 2016, Nature Biotechnology.

[219]  K. Ang,et al.  Human papillomavirus and survival of patients with oropharyngeal cancer. , 2010, The New England journal of medicine.

[220]  Ash A. Alizadeh,et al.  Potential clinical utility of ultrasensitive circulating tumor DNA detection with CAPP-Seq , 2015, Expert review of molecular diagnostics.

[221]  Ash A. Alizadeh,et al.  Predicting Radiotherapy Responses and Treatment Outcomes Through Analysis of Circulating Tumor DNA. , 2015, Seminars in radiation oncology.

[222]  R. Scharpf,et al.  Clinical implications of genomic alterations in the tumour and circulation of pancreatic cancer patients , 2015, Nature Communications.

[223]  G. Parmigiani,et al.  Detection of Chromosomal Alterations in the Circulation of Cancer Patients with Whole-Genome Sequencing , 2012, Science Translational Medicine.

[224]  R. Beasley Hepatitis B virus. The major etiology of hepatocellular carcinoma , 1988, Cancer.

[225]  P Mandel,et al.  Les acides nucleiques du plasma sanguin chez l' homme , 1948 .

[226]  COPDGene Investigators Common Genetic Polymorphisms Influence Blood Biomarker Measurements in COPD , 2016 .

[227]  F. O. Fackelmayer,et al.  DNA fragments in the blood plasma of cancer patients: quantitations and evidence for their origin from apoptotic and necrotic cells. , 2001, Cancer research.

[228]  R. Hiatt,et al.  Identifying women with cervical neoplasia: using human papillomavirus DNA testing for equivocal Papanicolaou results. , 1999, JAMA.

[229]  Tobias Navarro Schröder,et al.  Resting-state gamma-band power alterations in schizophrenia reveal E/I-balance abnormalities across illness-stages , 2018, eLife.

[230]  Jing Yuan,et al.  Interfering with Resistance to Smoothened Antagonists by Inhibition of the PI3K Pathway in Medulloblastoma , 2010, Science Translational Medicine.

[231]  M. Makary,et al.  Combined circulating tumor DNA and protein biomarker-based liquid biopsy for the earlier detection of pancreatic cancers , 2017, Proceedings of the National Academy of Sciences.

[232]  D. Pisetsky,et al.  The role of macrophages in the in vitro generation of extracellular DNA from apoptotic and necrotic cells , 2005, Immunology.

[233]  V. Bécette,et al.  Circulating human papillomavirus DNA detected using droplet digital PCR in the serum of patients diagnosed with early stage human papillomavirus‐associated invasive carcinoma , 2016, The journal of pathology. Clinical research.

[234]  T. Druley,et al.  Clonal haematopoiesis harbouring AML-associated mutations is ubiquitous in healthy adults , 2016, Nature Communications.

[235]  M. Onji,et al.  Hepatitis C virus infection is associated with the development of hepatocellular carcinoma. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[236]  Satoru Miyano,et al.  Global implementation of genomic medicine: We are not alone , 2015, Science Translational Medicine.

[237]  Xiurong Zhang,et al.  An improved allele-specific PCR primer design method for SNP marker analysis and its application , 2012, Plant Methods.

[238]  Alex M. Fichtenholtz,et al.  Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing , 2013, Nature Biotechnology.

[239]  B. Ebert,et al.  Clonal hematopoiesis of indeterminate potential and its distinction from myelodysplastic syndromes. , 2015, Blood.

[240]  M. McCarthy,et al.  Age-related clonal hematopoiesis associated with adverse outcomes. , 2014, The New England journal of medicine.

[241]  Mark Cobbold,et al.  Tracking Genomic Cancer Evolution for Precision Medicine: The Lung TRACERx Study , 2014, PLoS biology.

[242]  Ash A. Alizadeh,et al.  Circulating Tumor DNA Measurements As Early Outcome Predictors in Diffuse Large B-Cell Lymphoma. , 2018, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[243]  M. Dowsett,et al.  Analysis of ESR1 mutation in circulating tumor DNA demonstrates evolution during therapy for metastatic breast cancer , 2015, Science Translational Medicine.

[244]  Peter Ulz,et al.  Tumor-associated copy number changes in the circulation of patients with prostate cancer identified through whole-genome sequencing , 2013, Genome Medicine.

[245]  Suzanne E Dahlberg,et al.  Prospective Validation of Rapid Plasma Genotyping for the Detection of EGFR and KRAS Mutations in Advanced Lung Cancer. , 2016, JAMA oncology.

[246]  I. Tikhonova,et al.  Genetic diagnosis by whole exome capture and massively parallel DNA sequencing , 2009, Proceedings of the National Academy of Sciences.

[247]  Renato Martins,et al.  Erlotinib in previously treated non-small-cell lung cancer. , 2005, The New England journal of medicine.

[248]  Y. Shih,et al.  Long‐term survival analysis of nasopharyngeal carcinoma by plasma Epstein‐Barr virus DNA levels , 2013, Cancer.

[249]  C. Levenson,et al.  Effects of primer-template mismatches on the polymerase chain reaction: human immunodeficiency virus type 1 model studies. , 1990, Nucleic acids research.

[250]  Stephen D Walter,et al.  Human papillomavirus DNA versus Papanicolaou screening tests for cervical cancer. , 2007, The New England journal of medicine.

[251]  Martin L. Miller,et al.  Mutational landscape determines sensitivity to PD-1 blockade in non–small cell lung cancer , 2015, Science.

[252]  S. Gallinger,et al.  Concordance with clinical practice guidelines for adjuvant chemotherapy in patients with stage I-III colon cancer: experience in 2 Canadian provinces. , 2009, Canadian journal of surgery. Journal canadien de chirurgie.

[253]  N. Rosenfeld,et al.  Noninvasive Identification and Monitoring of Cancer Mutations by Targeted Deep Sequencing of Plasma DNA , 2012, Science Translational Medicine.