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      Fragment Length of Circulating Tumor DNA

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          Abstract

          Malignant tumors shed DNA into the circulation. The transient half-life of circulating tumor DNA (ctDNA) may afford the opportunity to diagnose, monitor recurrence, and evaluate response to therapy solely through a non-invasive blood draw. However, detecting ctDNA against the normally occurring background of cell-free DNA derived from healthy cells has proven challenging, particularly in non-metastatic solid tumors. In this study, distinct differences in fragment length size between ctDNAs and normal cell-free DNA are defined. Human ctDNA in rat plasma derived from human glioblastoma multiforme stem-like cells in the rat brain and human hepatocellular carcinoma in the rat flank were found to have a shorter principal fragment length than the background rat cell-free DNA (134–144 bp vs. 167 bp, respectively). Subsequently, a similar shift in the fragment length of ctDNA in humans with melanoma and lung cancer was identified compared to healthy controls. Comparison of fragment lengths from cell-free DNA between a melanoma patient and healthy controls found that the BRAF V600E mutant allele occurred more commonly at a shorter fragment length than the fragment length of the wild-type allele (132–145 bp vs. 165 bp, respectively). Moreover, size-selecting for shorter cell-free DNA fragment lengths substantially increased the EGFR T790M mutant allele frequency in human lung cancer. These findings provide compelling evidence that experimental or bioinformatic isolation of a specific subset of fragment lengths from cell-free DNA may improve detection of ctDNA.

          Author Summary

          During cell death, DNA that is not contained within a membrane (i.e., cell-free DNA) enters the circulation. Detecting cell-free DNA originating from solid tumors (i.e., circulating tumor DNA, ctDNA), particularly solid tumors that have not metastasized, has proven challenging due to the relatively abundant background of normally occurring cell-free DNA derived from healthy cells. Our study defines the subtle but distinct differences in fragment length between normal cell-free DNA and ctDNA from a variety of solid tumors. Specifically, ctDNA was overall consistently shorter than the fragment length of normal cell-free DNA. Subsequently, we showed that a size-selection for shorter cell-free DNA fragments increased the proportion of ctDNA within a sample. These results provide compelling evidence that development of techniques to isolate a subset of cell-free DNA consistent with the ctDNA fragment lengths described in our study may substantially improve detection of non-metastatic solid tumors. As such, our findings may have a direct impact on the clinical utility of ctDNA for the non-invasive detection and diagnosis of solid tumors (i.e., the “liquid biopsy”), monitoring tumor recurrence, and evaluating tumor response to therapy.

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          Most cited references25

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          Clinical and biological features associated with epidermal growth factor receptor gene mutations in lung cancers.

          Mutations in the tyrosine kinase (TK) domain of the epidermal growth factor receptor (EGFR) gene in lung cancers are associated with increased sensitivity of these cancers to drugs that inhibit EGFR kinase activity. However, the role of such mutations in the pathogenesis of lung cancers is unclear. We sequenced exons 18-21 of the EGFR TK domain from genomic DNA isolated from 617 non-small-cell lung cancers (NSCLCs) and 524 normal lung tissue samples from the same patients and 36 neuroendocrine lung tumors collected from patients in Japan, Taiwan, the United States, and Australia and from 243 other epithelial cancers. Mutation status was compared with clinicopathologic features and with the presence of mutations in KRAS, a gene in the EGFR signaling pathway that is also frequently mutated in lung cancers. All statistical tests were two sided. We detected a total of 134 EGFR TK domain mutations in 130 (21%) of the 617 NSCLCs but not in any of the other carcinomas, nor in nonmalignant lung tissue from the same patients. In NSCLC patients, EGFR TK domain mutations were statistically significantly more frequent in never smokers than ever smokers (51% versus 10%), in adenocarcinomas versus cancer of other histologies (40% versus 3%), in patients of East Asian ethnicity versus other ethnicities (30% versus 8%), and in females versus males (42% versus 14%; all P < .001). EGFR TK domain mutation status was not associated with patient age at diagnosis, clinical stage, the presence of bronchioloalveolar histologic features, or overall survival. The EGFR TK domain mutations we detected were of three common types: in-frame deletions in exon 19, single missense mutations in exon 21, and in-frame duplications/insertions in exon 20. Rare missense mutations were also detected in exons 18, 20, and 21. KRAS gene mutations were present in 50 (8%) of the 617 NSCLCs but not in any tumors with an EGFR TK domain mutation. Mutations in either the EGFR TK domain or the KRAS gene can lead to lung cancer pathogenesis. EGFR TK domain mutations are the first molecular change known to occur specifically in never smokers.
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            Lengthening and shortening of plasma DNA in hepatocellular carcinoma patients.

            The analysis of tumor-derived circulating cell-free DNA opens up new possibilities for performing liquid biopsies for the assessment of solid tumors. Although its clinical potential has been increasingly recognized, many aspects of the biological characteristics of tumor-derived cell-free DNA remain unclear. With respect to the size profile of such plasma DNA molecules, a number of studies reported the finding of increased integrity of tumor-derived plasma DNA, whereas others found evidence to suggest that plasma DNA molecules released by tumors might be shorter. Here, we performed a detailed analysis of the size profiles of plasma DNA in 90 patients with hepatocellular carcinoma, 67 with chronic hepatitis B, 36 with hepatitis B-associated cirrhosis, and 32 healthy controls. We used massively parallel sequencing to achieve plasma DNA size measurement at single-base resolution and in a genome-wide manner. Tumor-derived plasma DNA molecules were further identified with the use of chromosome arm-level z-score analysis (CAZA), which facilitated the studying of their specific size profiles. We showed that populations of aberrantly short and long DNA molecules existed in the plasma of patients with hepatocellular carcinoma. The short ones preferentially carried the tumor-associated copy number aberrations. We further showed that there were elevated amounts of plasma mitochondrial DNA in the plasma of hepatocellular carcinoma patients. Such molecules were much shorter than the nuclear DNA in plasma. These results have improved our understanding of the size profile of tumor-derived circulating cell-free DNA and might further enhance our ability to use plasma DNA as a molecular diagnostic tool.
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              Actual flip-angle imaging in the pulsed steady state: a method for rapid three-dimensional mapping of the transmitted radiofrequency field.

              A new method has been developed for fast image-based measurements of the transmitted radiofrequency (RF) field. The method employs an actual flip-angle imaging (AFI) pulse sequence that consists of two identical RF pulses followed by two delays of different duration (TR(1) < TR(2)). After each pulse, a gradient-echo (GRE) signal is acquired. It has been shown theoretically and experimentally that if delays TR(1) and TR(2) are sufficiently short and the transverse magnetization is completely spoiled, the ratio r = S(2)/S(1) of signal intensities S(1) and S(2), acquired at the beginning of the time intervals TR(1) and TR(2), depends on the flip angle (FA) of applied pulses as r = (1 + n * cos(FA))/(n + cos(FA)), where n = TR(2)/TR(1). The method allows fast 3D implementation and provides accurate B(1) measurements that are highly insensitive to T(1). The unique feature of the AFI method is that it uses a pulsed steady-state signal acquisition. This overcomes the limitation of previous methods that required long relaxation delays between sequence repetitions. The method has been shown to be useful for time-efficient whole-body B(1) mapping and correction of T(1) maps obtained using a variable FA technique in the presence of nonuniform RF excitation.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS Genet
                PLoS Genet
                plos
                plosgen
                PLoS Genetics
                Public Library of Science (San Francisco, CA USA )
                1553-7390
                1553-7404
                18 July 2016
                July 2016
                : 12
                : 7
                : e1006162
                Affiliations
                [1 ]Department of Pediatrics, Division of Medical Genetics, University of Utah, Salt Lake City, Utah, United States of America
                [2 ]Department of Radiology, University of Utah, Salt Lake City, Utah, United States of America
                [3 ]Department of Neurological Surgery, University of Washington, Seattle, Washington, United States of America
                [4 ]Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
                [5 ]Department of Human Genetics, University of Michigan, Ann Arbor, Michigan, United States of America
                [6 ]ARUP Laboratories, Salt Lake City, Utah, United States of America
                [7 ]Department of Pathology, University of Utah, Salt Lake City, Utah, United States of America
                Brigham and Women's Hospital, UNITED STATES
                Author notes

                The authors have declared that no competing interests exist.

                Conceived and designed the experiments: HRU JOK SH NCW KMG RCR MPB JS. Performed the experiments: HRU JOK SH NCW RD DNB KMG. Analyzed the data: HRU JOK SH NCW RD DNB KMG MPB RCR JS. Contributed reagents/materials/analysis tools: HRU JOK SH DNB KMG RCR MPB JS. Wrote the paper: HRU JOK SH NCW RD DNB KMG RCR MPB JS.

                Author information
                http://orcid.org/0000-0002-0513-6893
                http://orcid.org/0000-0001-5574-4072
                Article
                PGENETICS-D-16-00152
                10.1371/journal.pgen.1006162
                4948782
                27428049
                b832a8f5-e854-44ae-9137-7e23caba38f8
                © 2016 Underhill et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 20 January 2016
                : 12 June 2016
                Page count
                Figures: 6, Tables: 0, Pages: 24
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100000054, National Cancer Institute;
                Award ID: K99 CA168943
                Award Recipient :
                This work was supported by the National Cancer Institute K99CA168943 ( http://www.cancer.gov/). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Medicine and Health Sciences
                Oncology
                Cancers and Neoplasms
                Lung and Intrathoracic Tumors
                Biology and life sciences
                Biochemistry
                Biomarkers
                Circulating tumor DNA
                Medicine and health sciences
                Diagnostic medicine
                Cancer detection and diagnosis
                Circulating tumor DNA
                Medicine and health sciences
                Oncology
                Cancer detection and diagnosis
                Circulating tumor DNA
                Biology and Life Sciences
                Molecular Biology
                Molecular Biology Techniques
                Artificial Gene Amplification and Extension
                Polymerase Chain Reaction
                Research and Analysis Methods
                Molecular Biology Techniques
                Artificial Gene Amplification and Extension
                Polymerase Chain Reaction
                Medicine and Health Sciences
                Oncology
                Cancers and Neoplasms
                Melanomas
                Biology and life sciences
                Genetics
                DNA
                DNA libraries
                Biology and life sciences
                Biochemistry
                Nucleic acids
                DNA
                DNA libraries
                Biology and Life Sciences
                Anatomy
                Body Fluids
                Blood
                Blood Plasma
                Medicine and Health Sciences
                Anatomy
                Body Fluids
                Blood
                Blood Plasma
                Biology and Life Sciences
                Physiology
                Body Fluids
                Blood
                Blood Plasma
                Medicine and Health Sciences
                Physiology
                Body Fluids
                Blood
                Blood Plasma
                Medicine and Health Sciences
                Hematology
                Blood
                Blood Plasma
                Research and Analysis Methods
                Spectrum Analysis Techniques
                Spectrophotometry
                Densitometry
                Biology and Life Sciences
                Anatomy
                Nervous System
                Central Nervous System
                Blood-Brain Barrier
                Medicine and Health Sciences
                Anatomy
                Nervous System
                Central Nervous System
                Blood-Brain Barrier
                Custom metadata
                FASTQ data files from the animal sections of this study are available from the NCBI Sequence Read Archive (SRA) database (accession number: PRJNA326160). Due to the study consents, human sequencing data presented in this study cannot be made publicly available. Interested researchers may apply for access to the data. For more details, please contact Hunter Underhill ( Hunter.Underhill@ 123456hsc.utah.edu ). All other relevant data are within the paper and its Supporting Information files.

                Genetics
                Genetics

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