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Liu Q, Chen Y, Qi H. Advances in Genotyping Detection of Fragmented Nucleic Acids. BIOSENSORS 2024; 14:465. [PMID: 39451678 PMCID: PMC11506436 DOI: 10.3390/bios14100465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024]
Abstract
Single nucleotide variant (SNV) detection is pivotal in various fields, including disease diagnosis, viral screening, genetically modified organism (GMO) identification, and genotyping. However, detecting SNVs presents significant challenges due to the fragmentation of nucleic acids caused by cellular apoptosis, molecular shearing, and physical degradation processes such as heating. Fragmented nucleic acids often exhibit variable lengths and inconsistent breakpoints, complicating the accurate detection of SNVs. This article delves into the underlying causes of nucleic acid fragmentation and synthesizes the strengths and limitations of next-generation sequencing technology, high-resolution melting curves, molecular probes, and CRISPR-based approaches for SNV detection in fragmented nucleic acids. By providing a detailed comparative analysis, it seeks to offer valuable insights for researchers working to overcome the challenges of SNV detection in fragmented samples, ultimately advancing the accurate and efficient detection of single nucleotide variants across diverse applications.
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Affiliation(s)
- Qian Liu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300350, China; (Q.L.); (Y.C.)
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Yun Chen
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300350, China; (Q.L.); (Y.C.)
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Hao Qi
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300350, China; (Q.L.); (Y.C.)
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
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2
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Abstract
The high fragmentation of nuclear circulating DNA (cirDNA) relies on chromatin organization and protection or packaging within mononucleosomes, the smallest and the most stabilized structure in the bloodstream. The detection of differing size patterns, termed fragmentomics, exploits information about the nucleosomal packing of DNA. Fragmentomics not only implies size pattern characterization but also considers the positioning and occupancy of nucleosomes, which result in cirDNA fragments being protected and persisting in the circulation. Fragmentomics can determine tissue of origin and distinguish cancer-derived cirDNA. The screening power of fragmentomics has been considerably strengthened in the omics era, as shown in the ongoing development of sophisticated technologies assisted by machine learning. Fragmentomics can thus be regarded as a strategy for characterizing cancer within individuals and offers an alternative or a synergistic supplement to mutation searches, methylation, or nucleosome positioning. As such, it offers potential for improving diagnostics and cancer screening.
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Affiliation(s)
- A.R. Thierry
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, and ICM, Institut régional du Cancer de Montpellier, Montpellier 34298, France,Corresponding author
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3
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Kumar S, Nadda N, Paul S, Gamanagatti S, Dash NR, Vanamail P, Saraya A, Shalimar, Nayak B. Evaluation of the cell-free DNA integrity index as a liquid biopsy marker to differentiate hepatocellular carcinoma from chronic liver disease. Front Mol Biosci 2022; 9:1024193. [PMID: 36483538 PMCID: PMC9723134 DOI: 10.3389/fmolb.2022.1024193] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 11/08/2022] [Indexed: 08/19/2023] Open
Abstract
Background: Hepatocellular carcinoma (HCC) occurs in the majority of patients with underlying chronic liver disease (CLD) of viral and non-viral etiologies, which requires screening for early HCC diagnosis. Liquid biopsy holds great promise now for early detection, prognosis, and assessment of response to cancer therapy. Cell-free DNA (cfDNA) as a liquid biopsy marker can be easily detected by a real-time quantitative PCR (RT-qPCR) assay for a change in its concentration, integrity, and fragmentation in cancer. Methods: Patients with HCC (n = 100), CLD (n = 100), and healthy (n = 30) controls were included in the study. The cfDNA was isolated from serum and real-time quantitative PCR (RT-qPCR) was carried out using primer pairs for large (>205 bp) and small (110 bp) fragments of repetitive elements (ALU and LINE1) and housekeeping genes (β-Actin and GAPDH). Total cfDNA concentrations and integrity index were determined by the absolute quantitation method (L/S ratio or cfDII-integrity). The cfDII as a measure of fragmentation was determined by comparative Ct (2-ΔΔCt) method of relative quantification (cfDII-fragmentation). Using a receiver operating characteristic (ROC) curve, cfDII-integrity and cfDII-fragmentation were used to differentiate HCC from CLD patients or healthy controls. Results: The total cfDNA concentrations in the sera of HCC (244 ng/ml) patients were significantly higher than those of CLD (33 ng/ml) patients and healthy (16.88 ng/ml) controls. HCC patients have shown poor DNA integrity or excess cfDNA fragmentation than CLD patients and healthy controls. The cfDII-integrity of GAPDH and ALU fragment significantly differentiate HCC from CLD at AUROC 0.72 and 0.67, respectively. The cfDII-fragmentation following normalization with cfDNA of healthy control has shown significant differential capabilities of HCC from CLD at AUROC 0.67 using GAPDH and 0.68 using the ALU element. The ROC curve of LINE1 and β-actin cfDII was not found significant for any of the above methods. The cfDII-fragmentation trend in HCC patients of different etiologies was similar indicating increased cfDNA fragmentation irrespective of its etiology. Conclusion: The cfDII measuring both DNA integrity (L/S ratio) and fragmentation of the Alu and GAPDH genes can differentiate HCC from CLD patients and healthy individuals.
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Affiliation(s)
- Sonu Kumar
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Neeti Nadda
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Shashi Paul
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, India
| | - Shivanand Gamanagatti
- Department of Radiodiagnosis, All India Institute of Medical Sciences, New Delhi, India
| | - Nihar Ranjan Dash
- Department of Gastrointestinal Surgery, All India Institute of Medical Sciences, New Delhi, India
| | - Perumal Vanamail
- Department of Biostatistics in Obstetrics and Gynaecology, All India Institute of Medical Sciences, New Delhi, India
- Trichy SRM Medical College Hospital & Research Centre, Tiruchirappalli, Tamil Nadu, India
| | - Anoop Saraya
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Shalimar
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Baibaswata Nayak
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
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Alonso A, Yuwono NL, Houshdaran S, Abbott J, Rodgers R, Ford CE, Warton K. Comparison of total and endometrial circulating cell-free DNA in women with and without endometriosis. Reprod Biomed Online 2021; 44:495-503. [PMID: 35031240 DOI: 10.1016/j.rbmo.2021.11.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 10/25/2021] [Accepted: 11/08/2021] [Indexed: 11/26/2022]
Abstract
RESEARCH QUESTION Do women with laparoscopically confirmed endometriosis have higher plasma concentrations of circulating cell-free DNA (cirDNA) than those without endometriosis? DESIGN Prospective study of women aged 18-45 years undergoing benign gynaecological laparoscopy at two tertiary hospitals. Venous blood was collected immediately before surgery, and women were allocated to the endometriosis or control groups based on surgical findings. Total plasma cirDNA and cirDNA integrity were measured by quantitative polymerase chain reaction (qPCR) targeting short (115 bases) and long (247 bases) ALU segments. Endometrial-derived cirDNA was measured by qPCR of bisulfite-treated cirDNA using primers selective for a FAM101A sequence uniquely unmethylated in endometrial tissue. Five cirDNA parameters were compared between the control and endometriosis cohorts: total cirDNA concentration, long-stranded cirDNA concentration, integrity ratio, endometrial cirDNA concentration and endometrial cirDNA proportion. RESULTS Twenty-eight endometriosis and 15 control samples were included. Women with and without endometriosis had cirDNA concentrations of 2.24 ± 0.89 ng/ml and 2.56 ± 0.92 ng/ml, respectively. Analysis by phenotype of endometriosis revealed a significantly higher endometrial cirDNA concentration in women with superficial disease (n = 10) compared with deep endometriosis (n = 18) (mean difference 0.14 ng/ml; 95% CI 0.15 to 0.26; P = 0.025), but not with controls. CONCLUSIONS No significant differences were found in any of the cirDNA parameters between women with and without endometriosis. The low statistical power and heterogenous pelvic pathology in the control group render it difficult to determine whether the negative results reflect a true lack of increase in cirDNA in endometriosis.
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Affiliation(s)
- Anais Alonso
- Gynaecological Research and Clinical Evaluation (GRACE) Unit, Royal Hospital for Women, Sydney NSW, Australia; School of Women's and Children's Health, Faculty of Medicine and Health, University of New South Wales, Sydney NSW, Australia
| | - Nicole Laurencia Yuwono
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women's and Children's Health, Faculty of Medicine and Health, University of New South Wales, Sydney NSW, Australia
| | - Sahar Houshdaran
- Center for Reproductive Sciences, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, USA
| | - Jason Abbott
- Gynaecological Research and Clinical Evaluation (GRACE) Unit, Royal Hospital for Women, Sydney NSW, Australia; School of Women's and Children's Health, Faculty of Medicine and Health, University of New South Wales, Sydney NSW, Australia
| | - Rachael Rodgers
- Center for Reproductive Sciences, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, USA; Department of Gynaecology and Reproductive Medicine, Royal Hospital for Women, Sydney NSW, Australia
| | - Caroline Elizabeth Ford
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women's and Children's Health, Faculty of Medicine and Health, University of New South Wales, Sydney NSW, Australia
| | - Kristina Warton
- Gynaecological Cancer Research Group, Adult Cancer Program, School of Women's and Children's Health, Faculty of Medicine and Health, University of New South Wales, Sydney NSW, Australia.
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Faaborg L, Jakobsen A, Waldstrøm M, Petersen CB, Andersen RF, Steffensen KD. HOXA9-methylated DNA as a diagnostic biomarker of ovarian malignancy. Biomark Med 2021; 15:1309-1317. [PMID: 34514844 DOI: 10.2217/bmm-2021-0144] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Aim: In ovarian cancer, methylated HOXA9 (meth-HOXA9) has been proposed as a relevant biomarker, however, its role in the carcinogenic development remains unknown. This study aimed at evaluating meth-HOXA9 as a diagnostic biomarker in ovarian cancer. Materials & methods: The meth-HOXA9 status was examined in 138 tissue specimens encompassing normal ovaries, benign- and borderline tumors, and ovarian cancer using droplet digital PCR. Results: Meth-HOXA9 was detected in 93% (82/88) and 88% (14/16) of ovarian cancer and borderline tumors, respectively. In patients with benign ovarian tumors meth-HOXA9 was detected in 17% (3/18). Using receiver operating characteristic (ROC) analysis meth-HOXA9 had a diagnostic accuracy of 98%. Conclusion: Meth-HOXA9 is highly cancer specific and could serve as a general diagnostic marker of ovarian malignancy.
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Affiliation(s)
- Louise Faaborg
- Department of Oncology, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark.,Institute of Regional Health Research, University of Southern Denmark, Odense, 5000, Denmark
| | - Anders Jakobsen
- Department of Oncology, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark.,Institute of Regional Health Research, University of Southern Denmark, Odense, 5000, Denmark
| | - Marianne Waldstrøm
- Institute of Regional Health Research, University of Southern Denmark, Odense, 5000, Denmark.,Department of Pathology, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark
| | - Christina B Petersen
- Department of Pathology, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark
| | - Rikke F Andersen
- Department of Clinical Biochemistry, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark
| | - Karina D Steffensen
- Department of Oncology, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark.,Institute of Regional Health Research, University of Southern Denmark, Odense, 5000, Denmark.,Center for Shared Decision Making, Lillebaelt Hospital, University Hospital of Southern Denmark, Vejle, 7100, Denmark
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6
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Qiao X, Gao Y, Li J, Wang Z, Qiao H, Qi H. Sensitive analysis of single nucleotide variation by Cas13d orthologs, EsCas13d and RspCas13d. Biotechnol Bioeng 2021; 118:3037-3045. [PMID: 33964175 DOI: 10.1002/bit.27813] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 04/28/2021] [Accepted: 04/30/2021] [Indexed: 12/26/2022]
Abstract
RNA-guided CRISPR (RNA-targeting clustered regularly interspaced short palindromic repeats) effector Cas13d is the smallest Class II subtype VI proteins identified so far. Here, two recently identified Cas13d effectors from Eubacterium siraeum (Es) and Ruminococcus sp. (Rsp) were characterized and applied for sensitive nucleic acid detection. We demonstrated that the special target triggered collateral cleavage of these two Cas13d orthologs could provide rapid target RNA detection in picomolar range and then the tolerance for mismatch between crRNA and target RNA was characterized as well. Finally, an additional single mismatch was introduced into crRNA to enhance the two Cas13d orthologs mediated detection of low variant allele fraction, 0.1% T790M. Overall, this study demonstrated that both EsCas13d and RspCas13d could robustly detect target RNA carrying special single-nucleotide variation with high specificity and sensitivity, thereby providing newly qualified machinery in toolbox for efficient molecular diagnostics.
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Affiliation(s)
- Xin Qiao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Yanmin Gao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Jiaojiao Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Zhaoguan Wang
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Hongyan Qiao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Hao Qi
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
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Sanchez C, Roch B, Mazard T, Blache P, Dache ZAA, Pastor B, Pisareva E, Tanos R, Thierry AR. Circulating nuclear DNA structural features, origins, and complete size profile revealed by fragmentomics. JCI Insight 2021; 6:144561. [PMID: 33571170 PMCID: PMC8119211 DOI: 10.1172/jci.insight.144561] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 02/10/2021] [Indexed: 11/17/2022] Open
Abstract
To unequivocally address their unresolved intimate structures in blood, we scrutinized the size distribution of circulating cell-free DNA (cfDNA) using whole-genome sequencing (WGS) from both double- and single-strand DNA library preparations (DSP and SSP, n = 7) and using quantitative PCR (Q-PCR, n = 116). The size profile in healthy individuals was remarkably homogenous when using DSP sequencing or SSP sequencing. CfDNA size profile had a characteristic nucleosome fragmentation pattern. Overall, our data indicate that the proportion of cfDNA inserted in mono-nucleosomes, di-nucleosomes, and chromatin of higher molecular size (>1000 bp) can be estimated as 67.5% to 80%, 9.4% to 11.5%, and 8.5% to 21.0%, respectively. Although DNA on single chromatosomes or mono-nucleosomes is detectable, our data revealed that cfDNA is highly nicked (97%–98%) on those structures, which appear to be subjected to continuous nuclease activity in the bloodstream. Fragments analysis allows the distinction of cfDNA of different origins: first, cfDNA size profile analysis may be useful in cfDNA extract quality control; second, subtle but reliable differences between metastatic colorectal cancer patients and healthy individuals vary with the proportion of malignant cell-derived cfDNA in plasma extracts, pointing to a higher degree of cfDNA fragmentation and nuclease activity in samples with high malignant cell cfDNA content.
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Affiliation(s)
- Cynthia Sanchez
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Benoit Roch
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France.,Thoracic Oncology Unit, Arnaud de Villeneuve Hospital, University Hospital of Montpellier, Montpellier, France
| | - Thibault Mazard
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Philippe Blache
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Zahra Al Amir Dache
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Brice Pastor
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Ekaterina Pisareva
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Rita Tanos
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
| | - Alain R Thierry
- IRCM, Institut de Recherche en Cancérologie de Montpellier, INSERM U1194, Université de Montpellier, Institut régional du Cancer de Montpellier, Montpellier, France
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8
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Gao Y, Qiao H, Pan V, Wang Z, Li J, Wei Y, Ke Y, Qi H. Accurate genotyping of fragmented DNA using a toehold assisted padlock probe. Biosens Bioelectron 2021; 179:113079. [PMID: 33636500 DOI: 10.1016/j.bios.2021.113079] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 01/25/2021] [Accepted: 02/03/2021] [Indexed: 11/15/2022]
Abstract
Fragmented DNA from blood plasma, i.e., cell-free DNA, has received great interest as a noninvasive diagnostic biomarker for "point-of-care" testing or liquid biopsy. Here, we present a new approach for accurate genotyping of highly fragmented DNA. Based on toehold-mediated strand displacement, a toehold-assisted padlock probe and toehold blocker were designed and demonstrated with new controllability in significantly suppressing undesired cross-reaction, promoting target recycling and point mutation detection by tuning the thermodynamic properties. Furthermore, toehold-assisted padlock probe systems were elaborately designed for 14 different single-nucleotide variants (SNVs) and were demonstrated to be able to detect low concentration of variant alleles (0.1%). In addition, a target, spanning a narrow sequence window of 29 nucleotides on average is sufficient for the toehold-assisted padlock probe system, which is valuable for the analysis of highly fragmented DNA molecules from clinical samples. We further demonstrated that the toehold-assisted padlock probe, in combination with a unique asymmetric PCR technique, could detect more target SNVs at low allele fractions (1%) in highly fragmented cfDNA. This allows accurate genotyping and provides a new commercial approach for high-resolution analysis of genetic variation.
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Affiliation(s)
- Yanmin Gao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300350, China; Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300350, China
| | - Hongyan Qiao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300350, China; Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300350, China
| | - Victor Pan
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30322, United States
| | - Zhaoguan Wang
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300350, China; Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300350, China
| | - Jiaojiao Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300350, China; Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300350, China
| | - Yanan Wei
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300350, China; Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300350, China
| | - Yonggang Ke
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30322, United States
| | - Hao Qi
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300350, China; Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, 300350, China.
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9
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Jensen SØ, Øgaard N, Nielsen HJ, Bramsen JB, Andersen CL. Enhanced Performance of DNA Methylation Markers by Simultaneous Measurement of Sense and Antisense DNA Strands after Cytosine Conversion. Clin Chem 2020; 66:925-933. [PMID: 32460325 DOI: 10.1093/clinchem/hvaa100] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 04/03/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Most existing DNA methylation-based methods for detection of circulating tumor DNA (ctDNA) are based on conversion of unmethylated cytosines to uracil. After conversion, the 2 DNA strands are no longer complementary; therefore, targeting only 1 DNA strand merely utilizes half of the available input DNA. We investigated whether the sensitivity of methylation-based ctDNA detection strategies could be increased by targeting both DNA strands after bisulfite conversion. METHODS Dual-strand digital PCR assays were designed for the 3 colorectal cancer (CRC)-specific methylation markers KCNQ5, C9orf50, and CLIP4 and compared with previously reported single-strand assays. Performance was tested in tumor and leukocyte DNA, and the ability to detect ctDNA was investigated in plasma from 43 patients with CRC stages I to IV and 42 colonoscopy-confirmed healthy controls. RESULTS Dual-strand assays quantified close to 100% of methylated control DNA input, whereas single-strand assays quantified approximately 50%. Furthermore, dual-strand assays showed a 2-fold increase in the number of methylated DNA copies detected when applied to DNA purified from tumor tissue and plasma from CRC patients. When the results of the 3 DNA methylation markers were combined into a ctDNA detection test and applied to plasma, the dual-strand assay format detected 86% of the cancers compared with 74% for the single-strand assay format. The specificity was 100% for both the dual- and single-strand test formats. CONCLUSION Dual-strand assays enabled more sensitive detection of methylated ctDNA than single-strand assays.
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Affiliation(s)
- Sarah Ø Jensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Nadia Øgaard
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Hans Jørgen Nielsen
- Department of Surgical Gastroenterology, Center for Surgical Research, Hvidovre Hospital, Hvidovre, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Jesper B Bramsen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Claus L Andersen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
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10
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Zvereva M, Roberti G, Durand G, Voegele C, Nguyen MD, Delhomme TM, Chopard P, Fabianova E, Adamcakova Z, Holcatova I, Foretova L, Janout V, Brennan P, Foll M, Byrnes GB, McKay JD, Scelo G, Le Calvez-Kelm F. Circulating tumour-derived KRAS mutations in pancreatic cancer cases are predominantly carried by very short fragments of cell-free DNA. EBioMedicine 2020; 55:102462. [PMID: 32249202 PMCID: PMC7251242 DOI: 10.1016/j.ebiom.2019.09.042] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 09/13/2019] [Accepted: 09/22/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The DNA released into the bloodstream by malignant tumours· called circulating tumour DNA (ctDNA), is often a small fraction of total cell-free DNA shed predominantly by hematopoietic cells and is therefore challenging to detect. Understanding the biological properties of ctDNA is key to the investigation of its clinical relevance as a non-invasive marker for cancer detection and monitoring. METHODS We selected 40 plasma DNA samples of pancreatic cancer cases previously reported to carry a KRAS mutation at the 'hotspot' codon 12 and re-screened the cell-free DNA using a 4-size amplicons strategy (57 bp, 79 bp, 167 bp and 218 bp) combined with ultra-deep sequencing in order to investigate whether amplicon lengths could impact on the capacity of detection of ctDNA, which in turn could provide inference of ctDNA and non-malignant cell-free DNA size distribution. FINDINGS Higher KRAS amplicon size (167 bp and 218 bp) was associated with lower detectable cell-free DNA mutant allelic fractions (p < 0·0001), with up to 4·6-fold (95% CI: 2·6-8·1) difference on average when comparing the 218bp- and the 57bp-amplicons. The proportion of cases with detectable KRAS mutations was also hampered with increased amplicon lengths, with only half of the cases having detectable ctDNA using the 218 bp assay relative to those detected with amplicons less than 80 bp. INTERPRETATION Tumour-derived mutations are carried by shorter cell-free DNA fragments than fragments of wild-type allele. Targeting short amplicons increases the sensitivity of cell-free DNA assays for pancreatic cancer and should be taken into account for optimized assay design and for evaluating their clinical performance. FUNDING IARC; MH CZ - DRO; MH SK; exchange program between IARC and Sao Paulo medical Sciences; French Cancer League.
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Affiliation(s)
- Maria Zvereva
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France; Faculty of Chemistry, Lomonosov Moscow State University, Moscow, Russian Federation
| | - Gabriel Roberti
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France; Santa Casa de Sao Paulo of medical Sciences, Sao Paulo, Brazil
| | - Geoffroy Durand
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Catherine Voegele
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Minh Dao Nguyen
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Tiffany M Delhomme
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Priscilia Chopard
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Eleonora Fabianova
- Regional Authority of Public Health, Banska Bystrica, and Faculty of Health, Catholic University, Ružomberok, Slovakia
| | - Zora Adamcakova
- Regional Authority of Public Health, Banska Bystrica, and Faculty of Health, Catholic University, Ružomberok, Slovakia
| | - Ivana Holcatova
- First Faculty of Medicine, Charles University of Prague, Institute of Hygiene and Epidemiology, Prague, Czechia
| | - Lenka Foretova
- Masaryk Memorial Cancer Institute and Medical Faculty of Masaryk University, Brno, Czechia
| | - Vladimir Janout
- Faculty of Health Sciences, Palacky University, Olomouc, Czechia
| | - Paul Brennan
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Matthieu Foll
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Graham B Byrnes
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - James D McKay
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Ghislaine Scelo
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France
| | - Florence Le Calvez-Kelm
- International Agency for Research on Cancer (IARC), Genetic Cancer Susceptibility group, 150 Cours Albert Thomas, 69372 Lyon, France.
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11
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Werner B, Yuwono NL, Henry C, Gunther K, Rapkins RW, Ford CE, Warton K. Circulating cell-free DNA from plasma undergoes less fragmentation during bisulfite treatment than genomic DNA due to low molecular weight. PLoS One 2019; 14:e0224338. [PMID: 31652288 PMCID: PMC6814277 DOI: 10.1371/journal.pone.0224338] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 10/10/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Methylation patterns in circulating cell-free DNA are potential biomarkers for cancer and other pathologies. Currently, bisulfite treatment underpins most DNA methylation analysis methods, however, it is known to fragment DNA. Circulating DNA is already short, and further fragmentation during bisulfite treatment is of concern, as it would potentially reduce the sensitivity of downstream assays. METHODS We used high molecular weight genomic DNA to compare fragmentation and recovery following bisulfite treatment with 2 commercially available kits (Qiagen). The bisulfite treated DNA was visualised on an agarose gel and quantified by qPCR. We also bisulfite treated, visualised and quantitated circulating DNA from plasma. RESULTS There was no difference in DNA fragmentation between the two kits tested, however, the Epitect Fast kit gave better recovery than the standard Epitect kit, with the same conversion efficiency. We also found that bisulfite treated circulating DNA migrates as distinct bands on agarose gels, suggesting that, in contrast to genomic DNA, it remains largely intact following treatment. Bisulfite treatment of 129 and 234 base PCR products confirmed that this was due to the short length of the circulating DNA fragments. Compared to double stranded DNA, bisulfite treated single stranded DNA gives a very weak signal on gel electrophoresis. CONCLUSIONS DNA fragmentation during bisulfite treatment does not contribute to loss of sensitivity in methylation analysis of circulating DNA. The absence of DNA fragments below approximately 170 bases from agarose gel images of purified circulating DNA raises the possibility that these fragments are single stranded following the DNA extraction step.
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Affiliation(s)
- Bonnita Werner
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
| | - Nicole Laurencia Yuwono
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
| | - Claire Henry
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
| | - Kate Gunther
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
| | - Robert William Rapkins
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
| | - Caroline Elizabeth Ford
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
| | - Kristina Warton
- School of Women’s and Children’s Health, University of New South Wales, Kensington, Sydney, Australia
- Genomics and Epigenetics Division, Garvan Institute of Medical Research, Darlinghurst, Sydney, Australia
- * E-mail:
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12
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Yan Y, Wang F, Zhang C, Jin X, Zhang Q, Feng X, Hao S, Gao H, Ma X. Evaluation of droplet digital PCR for non-invasive prenatal diagnosis of phenylketonuria. Anal Bioanal Chem 2019; 411:7115-7126. [PMID: 31485704 DOI: 10.1007/s00216-019-02087-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 08/02/2019] [Accepted: 08/14/2019] [Indexed: 10/26/2022]
Abstract
This study was carried out to establish a non-invasive prenatal diagnosis method for phenylketonuria (PKU) based on droplet digital PCR (ddPCR) and to evaluate its accuracy by comparison with conventional invasive diagnostic methods. A total of 24 PKU pedigrees that required prenatal diagnosis were studied, in which the genetic mutations in the probands and parents were unambiguous. Prenatal diagnosis of sibling fetuses was performed using traditional invasive prenatal diagnostic methods as a standard. At the same time, cell-free DNA (cfDNA) was extracted from maternal plasma and the fetal genes contained within were typed and quantified using ddPCR method. Invasive prenatal diagnosis determined that 3 of the 24 fetuses were affected, 8 of them were normal, and 13 were heterozygous carriers of pathogenic mutations. Successful non-invasive prenatal diagnosis analysis of PAH gene mutations was performed for 8 of the families using ddPCR method. Non-invasive prenatal diagnosis results were consistent with the results of the invasive prenatal diagnoses and no false positive or false negative results were found. In conclusion, this study is the first to establish non-invasive prenatal diagnosis of PKU based on ddPCR. The method showed high sensitivity and specificity from cfDNA, indicating that ddPCR is a reliable non-invasive prenatal diagnosis tool for PKU diagnosis. Graphical abstract.
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Affiliation(s)
- Yousheng Yan
- National Research Institute for Family Planning, No. 12 Dahuisi Road, Haidian District, Beijing, 100081, China.,Graduate School of Peking Union Medical College, New Building 18, No. 9 Dongdan Santiao, Dongcheng District, Beijing, 100730, China.,Gansu Province Medical Genetics Center, Gansu Provincial Maternity and Child-Care Hospital, No. 143, Qili River North Street, Lanzhou, 730050, Gansu, China
| | - Fang Wang
- National Research Institute for Family Planning, No. 12 Dahuisi Road, Haidian District, Beijing, 100081, China.,Graduate School of Peking Union Medical College, New Building 18, No. 9 Dongdan Santiao, Dongcheng District, Beijing, 100730, China
| | - Chuan Zhang
- Gansu Province Medical Genetics Center, Gansu Provincial Maternity and Child-Care Hospital, No. 143, Qili River North Street, Lanzhou, 730050, Gansu, China
| | - Xiaohua Jin
- National Research Institute for Family Planning, No. 12 Dahuisi Road, Haidian District, Beijing, 100081, China.,Graduate School of Peking Union Medical College, New Building 18, No. 9 Dongdan Santiao, Dongcheng District, Beijing, 100730, China
| | - Qinhua Zhang
- Gansu Province Medical Genetics Center, Gansu Provincial Maternity and Child-Care Hospital, No. 143, Qili River North Street, Lanzhou, 730050, Gansu, China
| | - Xuan Feng
- Gansu Province Medical Genetics Center, Gansu Provincial Maternity and Child-Care Hospital, No. 143, Qili River North Street, Lanzhou, 730050, Gansu, China
| | - Shengju Hao
- Gansu Province Medical Genetics Center, Gansu Provincial Maternity and Child-Care Hospital, No. 143, Qili River North Street, Lanzhou, 730050, Gansu, China
| | - Huafang Gao
- National Research Institute for Family Planning, No. 12 Dahuisi Road, Haidian District, Beijing, 100081, China. .,Graduate School of Peking Union Medical College, New Building 18, No. 9 Dongdan Santiao, Dongcheng District, Beijing, 100730, China.
| | - Xu Ma
- National Research Institute for Family Planning, No. 12 Dahuisi Road, Haidian District, Beijing, 100081, China. .,Graduate School of Peking Union Medical College, New Building 18, No. 9 Dongdan Santiao, Dongcheng District, Beijing, 100730, China.
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13
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Koessler T, Addeo A, Nouspikel T. Implementing circulating tumor DNA analysis in a clinical laboratory: A user manual. Adv Clin Chem 2019; 89:131-188. [PMID: 30797468 DOI: 10.1016/bs.acc.2018.12.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Liquid biopsy, the analysis of cell-free circulating tumor DNA (ctDNA), is becoming one of the most promising tools in oncology. It has already shown its usefulness in selecting and modulating therapy via remote analysis of the tumor genome and holds important promises in cancer therapy and management, such as assessing the success of key therapeutic steps, monitoring residual disease, early detection of relapses, and establishing prognosis. Yet, ctDNA analysis is technically challenging and its implementation in the laboratory raises multiple strategic and practical issues. As for oncology clinics, integration of this novel test in well-established therapeutic protocols can also pose numerous questions. The current review is intended as a field guide for (1) diagnostic laboratories wishing to implement, validate and possibly accredit ctDNA testing and (2) clinical oncologists interested in integrating the various applications of liquid biopsies in their daily practice. We provide advice and practical recommendations based on our own experience with the technical validations of these methods and on a review of the current literature, with a focus toward gastro-intestinal, lung and breast cancers.
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Affiliation(s)
- Thibaud Koessler
- Department of Oncology, Geneva University Hospital, Geneva, Switzerland
| | - Alfredo Addeo
- Department of Oncology, Geneva University Hospital, Geneva, Switzerland
| | - Thierry Nouspikel
- Service of Medical Genetics, Diagnostics Department, Geneva University Hospital, Geneva, Switzerland.
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14
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Spindler KLG, Demuth C, Sorensen BS, Johansen JS, Nielsen D, Pallisgaard N, Hoegdall E, Pfeiffer P, Vittrup Jensen B. Total cell-free DNA, carcinoembryonic antigen, and C-reactive protein for assessment of prognosis in patients with metastatic colorectal cancer. Tumour Biol 2018; 40:1010428318811207. [DOI: 10.1177/1010428318811207] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
In late-stage metastatic colorectal cancer, difficult treatment decisions should incorporate a thorough evaluation of the patient’s general condition and subject for shared decision making. Assessment of the individual patients’ prognosis is valuable in this setting. The aim was to analyze the prognostic value of plasma levels of total cell-free DNA, carcinoembryonic antigen and C-reactive protein in 97 heavily pretreated patients with metastatic colorectal cancer. Patients received irinotecan, cetuximab, and everolimus in a phase-2 clinical trial ( clinicaltrials.gov NCT01387880). Plasma samples were used for DNA purification and quantification of total cell-free DNA by droplet digital polymerase chain reaction. Serum carcinoembryonic antigen and C-reactive protein were analyzed by routine methods. Clinical endpoints were overall survival and progression-free survival. A total of 82 patients had blood samples available for quantification of total cell-free DNA. Patients with pre-treatment cell-free DNA levels higher than the median total cell-free DNA (9800 alleles per milliliter plasma) had a significantly shorter overall survival of 4.3 months (95% confidence interval: 3.6–5.8) compared to patients with cell-free DNA levels below the median with an overall survival of 11.3 months (95% confidence interval: 8.0–14.8, p < 0.0001). When using the upper normal limit from a previously analyzed normal control group, the median overall survival was 11.3 (95% confidence interval: 7.3–14.8) and 4.3 (95% confidence interval: 3.7–6.1) months, respectively (p < 0.0001). Serum carcinoembryonic antigen and C-reactive protein had similar prognostic value with short overall survival and progression-free survival in patients with elevated levels compared to those within normal range. A high-risk profile of elevated cell-free DNA, carcinoembryonic antigen, and C-reactive protein was described, but in combined Cox regression multivariate analysis, only total cell-free DNA preserved a strong prognostic value. In conclusion, total cell-free DNA in plasma, carcinoembryonic antigen, and C-reactive protein could all contribute to assessment of patients’ prognosis and potentially aid in clinical decision making in patients with metastatic colorectal cancer.
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Affiliation(s)
- Karen-Lise Garm Spindler
- Departments of Oncology and Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
- Department for Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Christina Demuth
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Boe Sandahl Sorensen
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Julia S Johansen
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Hellerup, Denmark
| | - Dorte Nielsen
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Hellerup, Denmark
| | - Niels Pallisgaard
- Department of Surgical Pathology, Zealand University Hospital, Roskilde, Denmark
| | - Estrid Hoegdall
- Department of Pathology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Hellerup, Denmark
| | - Per Pfeiffer
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Benny Vittrup Jensen
- Department of Oncology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Hellerup, Denmark
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15
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Gyanchandani R, Kvam E, Heller R, Finehout E, Smith N, Kota K, Nelson JR, Griffin W, Puhalla S, Brufsky AM, Davidson NE, Lee AV. Whole genome amplification of cell-free DNA enables detection of circulating tumor DNA mutations from fingerstick capillary blood. Sci Rep 2018; 8:17313. [PMID: 30470782 PMCID: PMC6251935 DOI: 10.1038/s41598-018-35470-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Accepted: 11/01/2018] [Indexed: 12/25/2022] Open
Abstract
The ability to measure mutations in plasma cell-free DNA (cfDNA) has the potential to revolutionize cancer surveillance and treatment by enabling longitudinal monitoring not possible with solid tumor biopsies. However, obtaining sufficient quantities of cfDNA remains a challenge for assay development and clinical translation; consequently, large volumes of venous blood are typically required. Here, we test proof-of-concept for using smaller volumes via fingerstick collection. Matched venous and fingerstick blood were obtained from seven patients with metastatic breast cancer. Fingerstick blood was separated at point-of-care using a novel paper-based concept to isolate plasma centrifuge-free. Patient cfDNA was then analyzed with or without a new method for whole genome amplification via rolling-circle amplification (WG-RCA). We identified somatic mutations by targeted sequencing and compared the concordance of mutation detection from venous and amplified capillary samples by droplet-digital PCR. Patient mutations were detected with 100% concordance after WG-RCA, although in some samples, allele frequencies showed greater variation likely due to differential amplification or primer inaccessibility. These pilot findings provide physiological evidence that circulating tumor DNA is accessible by fingerstick and sustains presence/absence of mutation detection after whole-genome amplification. Further refinement may enable simpler and less-invasive methods for longitudinal or theranostic surveillance of metastatic cancer.
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Affiliation(s)
- Rekha Gyanchandani
- Women's Cancer Research Center, Department of Pharmacology and Chemical Biology, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, 15213, USA.,Western Oncolytics, 265 William Pitt Way, Pittsburgh, PA, 15238, USA
| | - Erik Kvam
- GE Global Research, One Research Circle, Niskayuna, NY, 12309, USA.
| | - Ryan Heller
- GE Global Research, One Research Circle, Niskayuna, NY, 12309, USA.,QIAGEN, 100 Cummings Center, Beverly, MA, 01915, USA
| | - Erin Finehout
- GE Global Research, One Research Circle, Niskayuna, NY, 12309, USA.,Terumo BCT, 10811 Collins Ave, Lakewood, CO, 80215, USA
| | - Nicholas Smith
- Women's Cancer Research Center, Department of Pharmacology and Chemical Biology, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, 15213, USA
| | - Karthik Kota
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - John R Nelson
- GE Global Research, One Research Circle, Niskayuna, NY, 12309, USA
| | - Weston Griffin
- GE Global Research, One Research Circle, Niskayuna, NY, 12309, USA
| | - Shannon Puhalla
- Women's Cancer Research Center, Department of Pharmacology and Chemical Biology, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, 15213, USA
| | - Adam M Brufsky
- Women's Cancer Research Center, Department of Pharmacology and Chemical Biology, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, 15213, USA
| | - Nancy E Davidson
- Women's Cancer Research Center, Department of Pharmacology and Chemical Biology, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, 15213, USA.,Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue N, Seattle, WA, 98109, USA
| | - Adrian V Lee
- Women's Cancer Research Center, Department of Pharmacology and Chemical Biology, UPMC Hillman Cancer Center, Magee Womens Research Institute, Pittsburgh, PA, 15213, USA.
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16
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New insights into structural features and optimal detection of circulating tumor DNA determined by single-strand DNA analysis. NPJ Genom Med 2018; 3:31. [PMID: 30479833 PMCID: PMC6251887 DOI: 10.1038/s41525-018-0069-0] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 10/19/2018] [Indexed: 02/06/2023] Open
Abstract
Circulating cell-free DNA (cfDNA) has received increasing interest as an apparent breakthrough approach in diagnostics, personalized medicine, and tumor biology. However, the structural features of cfDNA are poorly characterized. Specifically, the literature has discrepancies with regards to cfDNA size profile. We performed a blinded study of the distribution of cfDNA fragment sizes in cancer patient plasma (n = 11), by various ultra-deep-sequencing approaches and quantitative PCR (Q-PCR). Whole-genome sequencing of single-stranded DNA library preparation (SSP-S) revealed that nearly half of the total cfDNA fragment number are below 120 nucleotides, which are not readily detectable by standard double-stranded DNA library preparation (DSP) protocols. Fractional size distribution of cancer patient circulating DNA was very similar using both SSP-S-based or Q-PCR-based methods also revealing that high molecular weight (over 350 bp) cfDNA is a minor component (~2%). These extra small detected cfDNA fragments may mostly result from nicks occurring in blood circulation in one or both DNA strands, which are subsequently revealed through the denaturation step of the SSP and Q-PCR procedures. Detailed analysis of the data suggested that most of the detectable cfDNA in blood has a nucleosome footprint (∼10-bp periodicity repeats). The nucleosome is thus the most stabilizing structure of DNA in the circulation. cfDNA molecules, which are initially packed in chromatin, are released from cells and are then dynamically degraded in blood both within and between nucleosomes or transcription factor-associated subcomplexes. While this study provides new insights into cfDNA size profiles harmonizing sequencing and Q-PCR findings, our data validate the use of a specific Q-PCR method and SSP-S for obtaining an optimal qualitative and quantitative analytical signal.
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17
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Andersen RF. Tumor-specific methylations in circulating cell-free DNA as clinically applicable markers with potential to substitute mutational analyses. Expert Rev Mol Diagn 2018; 18:1011-1019. [DOI: 10.1080/14737159.2018.1545576] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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18
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Saluja H, Karapetis CS, Pedersen SK, Young GP, Symonds EL. The Use of Circulating Tumor DNA for Prognosis of Gastrointestinal Cancers. Front Oncol 2018; 8:275. [PMID: 30087854 PMCID: PMC6066577 DOI: 10.3389/fonc.2018.00275] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2018] [Accepted: 07/02/2018] [Indexed: 01/10/2023] Open
Abstract
Gastrointestinal cancers, including oesophageal, gastric and colorectal cancers (CRC) have high rates of disease recurrence despite curative resection. There are a number of recent studies that have investigated the use of circulating tumor DNA (ctDNA) for prognostic value in these cancers. We reviewed studies that had been published prior to March 2018 that assessed the prognostic values of ctDNA in patients with oesophageal and gastric cancers, gastrointestinal stromal tumors (GIST) and CRC. We identified 63 eligible clinical studies that focussed on recurrence and survival. Studies assessed investigated various ctDNA biomarkers in patients with different stages of cancer undergoing surgical resection, chemotherapy and no treatment. For oesophageal squamous cell carcinoma and oesophageal adenocarcinoma, methylation of certain genes such as APC and DAPK have been highlighted as promising biomarkers for prognostication, but these studies are limited and more comprehensive research is needed. Studies focusing on gastric cancer patients showed that methylation of ctDNA in SOX17 and APC were independently associated with poor survival. Two studies demonstrated an association between ctDNA and recurrence and survival in GIST patients, but more studies are needed for this type of gastrointestinal cancer. A large proportion of the literature was on CRC which identified both somatic mutations and DNA methylation biomarkers to determine prognosis. ctDNA biomarkers that identified somatic mutations were more effective if they were personalized based on mutations found in the primary tumor tissue, but ctDNA methylation studies identified various biomarkers that predicted increased risk of recurrence, poor disease free survival and overall survival. While the use of non-invasive ctDNA biomarkers for prognosis is promising, larger studies are needed to validate the clinical utility for optimizing treatment and surveillance strategies to reduce mortality from gastrointestinal cancers.
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Affiliation(s)
- Hariti Saluja
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.,Department of Medicine, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Christos S Karapetis
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.,Department of Oncology, Flinders Medical Centre, Bedford Park, SA, Australia
| | | | - Graeme P Young
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Erin L Symonds
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia.,Bowel Health Service, Flinders Medical Centre, Bedford Park, SA, Australia
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19
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Pezzuto F, Buonaguro L, Buonaguro FM, Tornesello ML. The Role of Circulating Free DNA and MicroRNA in Non-Invasive Diagnosis of HBV- and HCV-Related Hepatocellular Carcinoma. Int J Mol Sci 2018; 19:1007. [PMID: 29597259 PMCID: PMC5979406 DOI: 10.3390/ijms19041007] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 03/15/2018] [Accepted: 03/24/2018] [Indexed: 12/25/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the third and the fifth leading cause of cancer related death worldwide in men and in women, respectively. HCC generally has a poor prognosis, with a very low 5-year overall survival, due to delayed diagnosis and treatment. Early tumour detection and timely intervention are the best strategies to reduce morbidity and mortality in HCC patients. Histological evaluation of liver biopsies is the gold standard for cancer diagnosis, although it is an invasive, time-consuming and expensive procedure. Recently, the analysis of circulating free DNA (cfDNA) and RNA molecules released by tumour cells in body fluids, such as blood serum, saliva and urine, has attracted great interest for development of diagnostic assays based on circulating liver cancer molecular biomarkers. Such "liquid biopsies" have shown to be useful for the identification of specific molecular signatures in nucleic acids released by cancer cells, such as gene mutations and altered methylation of DNA as well as variations in the levels of circulating microRNAs (miRNAs) and long non-coding RNAs (lncRNAs). Body fluids analysis may represent a valuable strategy to monitor liver disease progression in subjects chronically infected with hepatitis viruses or cancer relapse in HCC treated patients. Several studies showed that qualitative and quantitative assays evaluating molecular profiles of circulating cell-free nucleic acids could be successfully employed for early diagnosis and therapeutic management of HCC patients. This review describes the state of art on the use of liquid biopsy for cancer driver gene mutations, deregulated DNA methylation as well as miRNA levels in HCC diagnosis.
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Affiliation(s)
- Francesca Pezzuto
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131 Napoli, Italy.
| | - Luigi Buonaguro
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131 Napoli, Italy.
| | - Franco Maria Buonaguro
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131 Napoli, Italy.
| | - Maria Lina Tornesello
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131 Napoli, Italy.
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20
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Rodda AE, Parker BJ, Spencer A, Corrie SR. Extending Circulating Tumor DNA Analysis to Ultralow Abundance Mutations: Techniques and Challenges. ACS Sens 2018; 3:540-560. [PMID: 29441780 DOI: 10.1021/acssensors.7b00953] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Liquid biopsies that analyze circulating tumor DNA (ctDNA) hold great promise in the guidance of clinical treatment for various cancers. However, the innate characteristics of ctDNA make it a difficult target: ctDNA is highly fragmented, and found at very low concentrations, both in absolute terms and relative to wildtype species. Clinically relevant target sequences often differ from the wildtype species by a single DNA base pair. These characteristics make analyzing mutant ctDNA a uniquely difficult process. Despite this, techniques have recently emerged for analyzing ctDNA, and have been used in pilot studies that showed promising results. These techniques each have various drawbacks, either in their analytical capabilities or in practical considerations, which restrict their application to many clinical situations. Many of the most promising potential applications of ctDNA require assay characteristics that are not currently available, and new techniques with these properties could have benefits in companion diagnostics, monitoring response to treatment and early detection. Here we review the current state of the art in ctDNA detection, with critical comparison of the analytical techniques themselves. We also examine the improvements required to expand ctDNA diagnostics to more advanced applications and discuss the most likely pathways for these improvements.
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Affiliation(s)
| | | | - Andrew Spencer
- Myeloma Research Group, Australian Center for Blood Diseases, Monash University, Melbourne, Victoria 3004, Australia
- Malignant Haematology & Stem Cell Transplantation Service, Alfred Hospital, Melbourne, Victoria 3004, Australia
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21
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Cree IA, Uttley L, Buckley Woods H, Kikuchi H, Reiman A, Harnan S, Whiteman BL, Philips ST, Messenger M, Cox A, Teare D, Sheils O, Shaw J. The evidence base for circulating tumour DNA blood-based biomarkers for the early detection of cancer: a systematic mapping review. BMC Cancer 2017; 17:697. [PMID: 29061138 PMCID: PMC5654013 DOI: 10.1186/s12885-017-3693-7] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 10/18/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The presence of circulating cell-free DNA from tumours in blood (ctDNA) is of major importance to those interested in early cancer detection, as well as to those wishing to monitor tumour progression or diagnose the presence of activating mutations to guide treatment. In 2014, the UK Early Cancer Detection Consortium undertook a systematic mapping review of the literature to identify blood-based biomarkers with potential for the development of a non-invasive blood test for cancer screening, and which identified this as a major area of interest. This review builds on the mapping review to expand the ctDNA dataset to examine the best options for the detection of multiple cancer types. METHODS The original mapping review was based on comprehensive searches of the electronic databases Medline, Embase, CINAHL, the Cochrane library, and Biosis to obtain relevant literature on blood-based biomarkers for cancer detection in humans (PROSPERO no. CRD42014010827). The abstracts for each paper were reviewed to determine whether validation data were reported, and then examined in full. Publications concentrating on monitoring of disease burden or mutations were excluded. RESULTS The search identified 94 ctDNA studies meeting the criteria for review. All but 5 studies examined one cancer type, with breast, colorectal and lung cancers representing 60% of studies. The size and design of the studies varied widely. Controls were included in 77% of publications. The largest study included 640 patients, but the median study size was 65 cases and 35 controls, and the bulk of studies (71%) included less than 100 patients. Studies either estimated cfDNA levels non-specifically or tested for cancer-specific mutations or methylation changes (the majority using PCR-based methods). CONCLUSION We have systematically reviewed ctDNA blood biomarkers for the early detection of cancer. Pre-analytical, analytical, and post-analytical considerations were identified which need to be addressed before such biomarkers enter clinical practice. The value of small studies with no comparison between methods, or even the inclusion of controls is highly questionable, and larger validation studies will be required before such methods can be considered for early cancer detection.
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Affiliation(s)
- Ian A. Cree
- WHO Classification of Tumours Group, International Agency for Research on Cancer (IARC), World Health Organization, 150 Cours Albert Thomas, 69372 Lyon, CEDEX 08 France
- Faculty of Health and Life Sciences, Coventry University, Priory Street, Coventry, CV1 5FB UK
- Institute of Ophthalmology, University College London, EC1V 9EL, London, UK
| | - Lesley Uttley
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Helen Buckley Woods
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Hugh Kikuchi
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, CV2 2DX UK
| | - Anne Reiman
- Faculty of Health and Life Sciences, Coventry University, Priory Street, Coventry, CV1 5FB UK
| | - Susan Harnan
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Becky L. Whiteman
- London North West Healthcare NHS Trust, Northwick Park Hospital, Watford Road, Harrow, HA1 3UJ UK
| | | | - Michael Messenger
- Leeds Centre for Personalised Medicine and Health, University of Leeds and NIHR Diagnostic Evidence Co-Operative Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF UK
| | - Angela Cox
- Sheffield Institute for Nucleic Acids, Department of Oncology and Metabolism, The University of Sheffield, Medical School, Beech Hill Road, Sheffield, S10 2RX UK
| | - Dawn Teare
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
| | - Orla Sheils
- Sir Patrick Dun Research Laboratory, Central Pathology Laboratory, St James’s Hospital & Trinity College Dublin, Dublin 8, Ireland
| | - Jacqui Shaw
- University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX UK
| | - For the UK Early Cancer Detection Consortium
- WHO Classification of Tumours Group, International Agency for Research on Cancer (IARC), World Health Organization, 150 Cours Albert Thomas, 69372 Lyon, CEDEX 08 France
- Faculty of Health and Life Sciences, Coventry University, Priory Street, Coventry, CV1 5FB UK
- Institute of Ophthalmology, University College London, EC1V 9EL, London, UK
- The School of Health and Related Research, The University of Sheffield, Regent Court, 30 Regent Street, Sheffield, S1 4DA UK
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, CV2 2DX UK
- London North West Healthcare NHS Trust, Northwick Park Hospital, Watford Road, Harrow, HA1 3UJ UK
- Warwick Medical School, University of Warwick, Coventry, CV4 7AL UK
- Leeds Centre for Personalised Medicine and Health, University of Leeds and NIHR Diagnostic Evidence Co-Operative Leeds, Leeds Teaching Hospitals NHS Trust, Leeds, LS9 7TF UK
- Sheffield Institute for Nucleic Acids, Department of Oncology and Metabolism, The University of Sheffield, Medical School, Beech Hill Road, Sheffield, S10 2RX UK
- Sir Patrick Dun Research Laboratory, Central Pathology Laboratory, St James’s Hospital & Trinity College Dublin, Dublin 8, Ireland
- University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX UK
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22
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Amer W, Toth C, Vassella E, Meinrath J, Koitzsch U, Arens A, Huang J, Eischeid H, Adam A, Buettner R, Scheel A, Schaefer SC, Odenthal M. Evolution analysis of heterogeneous non-small cell lung carcinoma by ultra-deep sequencing of the mitochondrial genome. Sci Rep 2017; 7:11069. [PMID: 28894165 PMCID: PMC5593826 DOI: 10.1038/s41598-017-11345-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Accepted: 08/23/2017] [Indexed: 12/20/2022] Open
Abstract
Accurate assessment of tumour heterogeneity is an important issue that influences prognosis and therapeutic decision in molecular pathology. Due to the shortage of protective histones and a limited DNA repair capacity, the mitochondrial (mt)-genome undergoes high variability during tumour development. Therefore, screening of mt-genome represents a useful molecular tool for assessing precise cell lineages and tracking tumour history. Here, we describe a highly specific and robust multiplex PCR-based ultra-deep sequencing technology for analysis of the whole mt-genome (wmt-seq) on low quality-DNA from formalin-fixed paraffin-embedded tissues. As a proof of concept, we applied the wmt-seq technology to characterize the clonal relationship of non-small cell lung cancer (NSCLC) specimens with multiple lesions (N = 43) that show either different histological subtypes (group I) or pulmonary adenosquamous carcinoma as striking examples of a mixed-histology tumour (group II). The application of wmt-seq demonstrated that most samples bear common mt-mutations in each lesion of an individual patient, indicating a single cell progeny and clonal relationship. Hereby we show the monoclonal origin of histologically heterogeneous NSCLC and demonstrate the evolutionary relation of NSCLC cases carrying heteroplasmic mt-variants.
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Affiliation(s)
- Wafa Amer
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Csaba Toth
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Erik Vassella
- Institute of Pathology, University Hospital of Bern, Bern, Switzerland
| | - Jeannine Meinrath
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Ulrike Koitzsch
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | | | - Jia Huang
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Hannah Eischeid
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Alexander Adam
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany
| | - Reinhard Buettner
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany.,Center of Integrative Oncology, University Clinic of Cologne and Bonn, Cologne, Germany.,Lung Cancer Group Cologne, University Hospital of Cologne, Cologne, Germany.,Center of Molecular Medicine of Cologne, University of Cologne, Cologne, Germany
| | - Andreas Scheel
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany.,Center of Integrative Oncology, University Clinic of Cologne and Bonn, Cologne, Germany.,Lung Cancer Group Cologne, University Hospital of Cologne, Cologne, Germany
| | - Stephan C Schaefer
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany.,Center of Integrative Oncology, University Clinic of Cologne and Bonn, Cologne, Germany.,Lung Cancer Group Cologne, University Hospital of Cologne, Cologne, Germany
| | - Margarete Odenthal
- Institute of Pathology, University Hospital of Cologne, Cologne, Germany. .,Center of Integrative Oncology, University Clinic of Cologne and Bonn, Cologne, Germany. .,Center of Molecular Medicine of Cologne, University of Cologne, Cologne, Germany.
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23
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Gershanov S, Michowiz S, Toledano H, Yahav G, Barinfeld O, Hirshberg A, Ben-Zvi H, Mircus G, Salmon-Divon M, Fixler D, Goldenberg-Cohen N. Fluorescence Lifetime Imaging Microscopy, a Novel Diagnostic Tool for Metastatic Cell Detection in the Cerebrospinal Fluid of Children with Medulloblastoma. Sci Rep 2017. [PMID: 28623325 PMCID: PMC5473849 DOI: 10.1038/s41598-017-03892-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
In pediatric brain tumours, dissemination of malignant cells within the central nervous system confers poor prognosis and determines treatment intensity, but is often undetectable by imaging or cytology. This study describes the use of fluorescence lifetime (FLT) imaging microscopy (FLIM), a novel diagnostic tool, for detection of metastatic spread. The study group included 15 children with medulloblastoma and 2 with atypical teratoid/rhabdoid tumour. Cells extracted from the tumour and the cerebrospinal fluid (CSF) 2 weeks postoperatively and repeatedly during chemo/radiotherapy were subjected to nuclear staining followed by FLT measurement and cytological study. Control CSF samples were collected from patients with infectious/inflammatory disease attending the same hospital. Median FLT was prolonged in tumour cells (4.27 ± 0.28 ns; P < 2.2*10−16) and CSF metastatic cells obtained before chemo/radiotherapy (6.28 ± 0.22 ns; P < 2.2*10−16); normal in inflammatory control cells (2.6 ± 0.04 ns) and cells from children without metastasis before chemo/radiotherapy (2.62 ± 0.23 ns; P = 0.858) and following treatment (2.62 ± 0.21 ns; P = 0.053); and short in CSF metastatic cells obtained after chemo/radiotherapy (2.40 ± 0.2 ns; P < 2.2*10−16). FLIM is a simple test that can potentially identify CSF spread of brain tumours. FLT changes in accordance with treatment, with significant prolonged median values in tumours and metastases. More accurate detection of metastatic cells may guide personalised treatment and improve the therapeutic outcome.
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Affiliation(s)
- Sivan Gershanov
- Genomic Bioinformatics Laboratory, Department of Molecular Biology, Ariel University, Ariel, 40700, Israel.,The Krieger Eye Research Laboratory, Felsenstein Medical Research Center, Beilinson Hospital, Petach Tikva 4941492, affiliated to Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Shalom Michowiz
- Department of Pediatric Neurosurgery, Schneider Children's Medical Center of Israel, Petach Tikva, 4920235, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Helen Toledano
- Department of Pediatric Oncology, Schneider Children's Medical Center of Israel, Petach Tikva, 4920235, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Gilad Yahav
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Orit Barinfeld
- The Krieger Eye Research Laboratory, Felsenstein Medical Research Center, Beilinson Hospital, Petach Tikva 4941492, affiliated to Tel Aviv University, Tel Aviv, 6997801, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Avraham Hirshberg
- Department of Oral Pathology and Oral Medicine, Maurice and Gabriela Goldschleger School of Dental Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Haim Ben-Zvi
- Laboratory of Microbiology, Rabin Medical Center - Beilinson Hospital, Petach Tikva, 4941492, Israel
| | - Gabriel Mircus
- Laboratory of Microbiology, Rabin Medical Center - Beilinson Hospital, Petach Tikva, 4941492, Israel
| | - Mali Salmon-Divon
- Genomic Bioinformatics Laboratory, Department of Molecular Biology, Ariel University, Ariel, 40700, Israel
| | - Dror Fixler
- Faculty of Engineering and Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan, 5290002, Israel
| | - Nitza Goldenberg-Cohen
- The Krieger Eye Research Laboratory, Felsenstein Medical Research Center, Beilinson Hospital, Petach Tikva 4941492, affiliated to Tel Aviv University, Tel Aviv, 6997801, Israel. .,Department of Ophthalmology, Bnai Zion Medical Center, Haifa, 3339419, Israel.
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24
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Worm Ørntoft MB, Jensen SØ, Hansen TB, Bramsen JB, Andersen CL. Comparative analysis of 12 different kits for bisulfite conversion of circulating cell-free DNA. Epigenetics 2017; 12:626-636. [PMID: 28557629 PMCID: PMC5687322 DOI: 10.1080/15592294.2017.1334024] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Blood circulating cell-free DNA (cfDNA) is becoming popular in the search of promising predictive and prognostic biomarkers. Among these biomarkers, cfDNA methylation markers have especially gained considerable attention. A significant challenge in the utilization of cfDNA methylation markers is the limited amount of cfDNA available for analyses; reportedly, bisulfite conversion (BSC) reduce cfDNA amounts even further. Nevertheless, few efforts have focused on ensuring high cfDNA conversion efficiency and recovery after BSC. To compare cfDNA recovery of different BSC methods, we compared 12 different commercially available BSC kits. We tested whether DNA recovery was affected by the molecular weight and/or quantity of input DNA. We also tested BSC efficiency for each kit. We found that recovery varied for DNA fragments of different lengths: certain kits recovered short fragments better than others, and only 3 kits recovered DNA fragments of <100 bp well. In contrast, DNA input amount did not seem to affect DNA recovery: for quantities spanning between 820 and ∼25,000 genome equivalents per BSC, a linear relation was found between input and recovery amount. Overall, mean recovery ranged between 9 and 32%, with BSC efficiency of 97-99.9%. When plasma cfDNA was used as input for BSC, recovery varied from 22% for the poorest and 66% for the best performing kits, while conversion efficiency ranged from 96 to 100% among different kits. In conclusion, clear performance differences exist between commercially available BSC kits, both in terms of DNA recovery and conversion efficiency. The choice of BSC kit can substantially impact the amount of converted cfDNA available for downstream analysis, which is critical in a cfDNA methylation marker setting.
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25
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Spindler KLG. Methodological, biological and clinical aspects of circulating free DNA in metastatic colorectal cancer. Acta Oncol 2017; 56:7-16. [PMID: 28010185 DOI: 10.1080/0284186x.2016.1253861] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Circulating DNA can be used to measure the total cell-free DNA (cfDNA) and for detection and quantification of tumor-specific genetic alterations in the peripheral blood, and the broad clinical potential of circulating DNA has attracted increasing focus over the past decade. Concentrations of circulating DNA are high in metastatic colorectal cancer (CRC), and the total levels of cfDNA have been reported to hold strong prognostic value. Colorectal tumors are characterized by a high frequency of well known, clinically relevant genetic alteration, which is readily detected in the cfDNA and holds potential for tailoring of palliative therapy and for monitoring during treatment. This review aims to present the current literature which has specifically reported data on the potential utility of cfDNA and on tumor-specific mutations in metastatic colorectal cancer (mCRC). METHOD Methodological, biological and clinical aspects are discussed based on the most recent development in this specific setting, and eligible studies were identified by systematic literature searched from Pubmed and EMBASE in addition to conference papers and communications. RESULTS The literature regarding cfDNA in CRC is broad and heterogeneous concerning aims, nomenclature, methods, cohorts and clinical endpoints and consequently difficult to include in a single systematic search. However, the available data underline a strong clinical value of measuring both total cfDNA levels and tumor-specific mutations in the plasma of patients with mCRC, pre- and during systemic therapy. CONCLUSION This paper had gathered the most recent literature on several aspects of cfDNA in mCRC, including methodological, biological and clinical aspects, and discussed the large clinical potential in this specific setting, which needs to be validated in carefully designed prospective studies in statistically relevant cohorts.
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Affiliation(s)
- Karen-Lise G Spindler
- a Department of Oncology , Aarhus University Hospital, Institute of Clinical Medicine, Aarhus University , Aarhus , Denmark
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26
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Huang A, Zhang X, Zhou SL, Cao Y, Huang XW, Fan J, Yang XR, Zhou J. Plasma Circulating Cell-free DNA Integrity as a Promising Biomarker for Diagnosis and Surveillance in Patients with Hepatocellular Carcinoma. J Cancer 2016; 7:1798-1803. [PMID: 27698918 PMCID: PMC5039362 DOI: 10.7150/jca.15618] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 07/04/2016] [Indexed: 12/15/2022] Open
Abstract
The clinical significance of circulating cell-free DNA (cfDNA) integrity as diagnostic and surveillance biomarker in hepatocellular carcinoma (HCC) was investigated and compared to that of alpha fetoprotein (AFP). Liver cancer patients had lower cfDNA integrity than those with benign diseases (P = 0.0167) and healthy individuals (P = 0.0025). Patients with HCC and non-HCC liver cancers (P = 0.7356), and patients with benign diseases and healthy individuals (P = 0.9138) had comparable cfDNA integrity respectively. cfDNA integrity increased after hepatectomy in cancer patients (P = 0.0003). The AUCs for detecting HCC by cfDNA integrity and AFP were 0.705 (P = 0.005) and 0.605 (P = 0.156), respectively. We found cfDNA integrity decreased in HCC patients and has the potential as promising biomarker for HCC diagnosis and treatment surveillance.
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Affiliation(s)
- Ao Huang
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
| | - Xin Zhang
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
| | - Shao-Lai Zhou
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
| | - Ya Cao
- Cancer Research Institute, Central South University
| | - Xiao-Wu Huang
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
| | - Jia Fan
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Xin-Rong Yang
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
| | - Jian Zhou
- Liver Surgery Department, Liver Cancer Institute, Zhongshan Hospital, Fudan University
- State Key Laboratory of Genetic Engineering Fudan University, Shanghai, 200433, China
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27
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Rasmussen SL, Krarup HB, Sunesen KG, Pedersen IS, Madsen PH, Thorlacius-Ussing O. Hypermethylated DNA as a biomarker for colorectal cancer: a systematic review. Colorectal Dis 2016; 18:549-61. [PMID: 26998585 DOI: 10.1111/codi.13336] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Accepted: 02/03/2016] [Indexed: 12/11/2022]
Abstract
AIM Improved methods for early detection of colorectal cancer (CRC) are essential for increasing survival. Hypermethylated DNA in blood or stool has been proposed as a biomarker for CRC. Biochemical methods have improved in recent years, and several hypermethylated genes that are sensitive and specific for CRC have been proposed. Articles describing the use of hypermethylated promoter regions in blood or stool as biomarkers for CRC were systematically reviewed. METHOD A systematic literature search was performed using the Medline, Web of Science and Embase databases. Studies were included if they analysed hypermethylated genes from stool or blood samples in correlation with CRC. Studies in languages other than English and those based on animal models or cell lines were excluded. RESULTS The literature search yielded 74 articles, including 43 addressing blood samples and 31 addressing stool samples. In blood samples, hypermethylated ALX4, FBN2, HLTF, P16, TMEFF1 and VIM were associated with poor prognosis, hypermethylated APC, NEUROG1, RASSF1A, RASSF2A, SDC2, SEPT9, TAC1 and THBD were detected in early stage CRC and hypermethylated P16 and TFPI2 were associated with CRC recurrence. In stool samples, hypermethylated BMP3, PHACTR3, SFRP2, SPG20, TFPI2 and TMEFF2 were associated with early stage CRC. CONCLUSION Hypermethylation of the promoters of specific genes measured in blood or stool samples could be used as a CRC biomarker and provide prognostic information. The majority of studies, however, include only a few patients with poorly defined control groups. Further studies are therefore needed before hypermethylated DNA can be widely applied as a clinical biomarker for CRC detection and prognosis.
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Affiliation(s)
- S L Rasmussen
- Department of Gastrointestinal Surgery and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - H B Krarup
- Section of Molecular Diagnostics, Clinical Biochemistry and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - K G Sunesen
- Department of Gastrointestinal Surgery and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - I S Pedersen
- Section of Molecular Diagnostics, Clinical Biochemistry and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - P H Madsen
- Section of Molecular Diagnostics, Clinical Biochemistry and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - O Thorlacius-Ussing
- Department of Gastrointestinal Surgery and Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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28
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Vargas DY, Kramer FR, Tyagi S, Marras SAE. Multiplex Real-Time PCR Assays that Measure the Abundance of Extremely Rare Mutations Associated with Cancer. PLoS One 2016; 11:e0156546. [PMID: 27244445 PMCID: PMC4887114 DOI: 10.1371/journal.pone.0156546] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 05/16/2016] [Indexed: 12/18/2022] Open
Abstract
We describe the use of “SuperSelective” primers that enable the detection and quantitation of somatic mutations whose presence relates to cancer diagnosis, prognosis, and therapy, in real-time PCR assays that can potentially analyze rare DNA fragments present in blood samples (liquid biopsies). The design of these deoxyribonucleotide primers incorporates both a relatively long “5' anchor sequence” that hybridizes strongly to target DNA fragments, and a very short, physically and functionally separate, “3' foot sequence” that is perfectly complementary to the mutant target sequence, but mismatches the wild-type sequence. As few as ten mutant fragments can reliably be detected in the presence of 1,000,000 wild-type fragments, even when the difference between the mutant and the wild type is only a single nucleotide polymorphism. Multiplex PCR assays employing a set of SuperSelective primers, and a corresponding set of differently colored molecular beacon probes, can be used in situations where the different mutations, though occurring in different cells, are located in the same codon. These non-symmetric real-time multiplex PCR assays contain limited concentrations of each SuperSelective primer, thereby enabling the simultaneous determination of each mutation’s abundance by comparing its threshold value to the threshold value of a reference gene present in the sample.
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Affiliation(s)
- Diana Y. Vargas
- Public Health Research Institute, Rutgers University, Newark, New Jersey, United States of America
| | - Fred Russell Kramer
- Public Health Research Institute, Rutgers University, Newark, New Jersey, United States of America
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School, Rutgers University, Newark, New Jersey, United States of America
- * E-mail:
| | - Sanjay Tyagi
- Public Health Research Institute, Rutgers University, Newark, New Jersey, United States of America
- Department of Medicine, New Jersey Medical School, Rutgers University, Newark, New Jersey, United States of America
| | - Salvatore A. E. Marras
- Public Health Research Institute, Rutgers University, Newark, New Jersey, United States of America
- Department of Microbiology, Biochemistry and Molecular Genetics, New Jersey Medical School, Rutgers University, Newark, New Jersey, United States of America
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29
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Spindler KLG, Pallisgaard N, Appelt AL, Andersen RF, Schou JV, Nielsen D, Pfeiffer P, Yilmaz M, Johansen JS, Hoegdall EV, Jakobsen A, Jensen BV. Clinical utility of KRAS status in circulating plasma DNA compared to archival tumour tissue from patients with metastatic colorectal cancer treated with anti-epidermal growth factor receptor therapy. Eur J Cancer 2015; 51:2678-85. [PMID: 26508156 DOI: 10.1016/j.ejca.2015.06.118] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Revised: 06/02/2015] [Accepted: 06/12/2015] [Indexed: 01/17/2023]
Abstract
BACKGROUND Circulating cell-free DNA (cfDNA) in plasma is a mixture of DNA from malignant and normal cells, and can be used as a liquid biopsy to detect and quantify tumour specific mutations e.g. KRAS. We investigated the clinical value of KRAS mutations when detected in plasma compared to tumour in patients from metastatic colorectal cancer (mCRC) prior to anti-epidermal growth factor receptor (anti-EGFR) therapy. Secondly, we investigated the concentration of total cfDNA in relation to clinical outcome. PATIENTS AND METHODS Patients were resistant to 5-FU, oxaliplatin and irinotecan and treated with 3rd line irinotecan (180 mg/m(2)) and cetuximab (500 mg/m(2)) q2w in a prospective phase II trial. The study was conducted prior to implementation of KRAS as selection criteria. Plasma was obtained from a pre-treatment EDTA blood-sample, and the total cfDNA, and KRAS mutations were quantified by an in-house qPCR method. Results are presented according to REMARK. RESULTS One-hundred-and-forty patients were included. Thirty-four percent had detectable KRAS mutations in the tumour, compared to 23% in plasma. KRAS detection in archival tumour tissue showed no correlation to survival, whereas plasma KRAS status remained a strong predictive and prognostic factor in multivariate analysis (Hazard Ratio (HR)=2.98 (95% CI 1.53-5.80, p=0.001) and 2.84 (1.46-5.53, p=0.002), for OS and PFS, respectively). Combining the information of total cell free DNA levels and plasma KRAS mutation status, produced an additional prognostic effect. CONCLUSION The value of clinically relevant mutations could be improved by performing the analysis on circulation plasma DNA rather than archival tumour tissue.
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Affiliation(s)
- Karen-Lise Garm Spindler
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark; Department of Oncology, Vejle Hospital, Vejle, Denmark.
| | | | | | | | - Jakob V Schou
- Department of Oncology, Copenhagen University Hospital at Herlev, Herlev, Denmark
| | - Dorte Nielsen
- Department of Oncology, Copenhagen University Hospital at Herlev, Herlev, Denmark; Institute of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Per Pfeiffer
- Department of Oncology, Odense University Hospital, Odense, Denmark
| | - Mette Yilmaz
- Department of Oncology, Aalborg University Hospital, Aalborg, Denmark
| | - Julia S Johansen
- Department of Oncology, Copenhagen University Hospital at Herlev, Herlev, Denmark; Institute of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Estrid V Hoegdall
- Department of Pathology, Copenhagen University Hospital at Herlev, Herlev Denmark
| | | | - Benny V Jensen
- Department of Oncology, Copenhagen University Hospital at Herlev, Herlev, Denmark
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30
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Danese E, Minicozzi AM, Benati M, Montagnana M, Paviati E, Salvagno GL, Lima-Oliveira G, Gusella M, Pasini F, Lippi G, Guidi GC. Comparison of genetic and epigenetic alterations of primary tumors and matched plasma samples in patients with colorectal cancer. PLoS One 2015; 10:e0126417. [PMID: 25946211 PMCID: PMC4422441 DOI: 10.1371/journal.pone.0126417] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Accepted: 04/01/2015] [Indexed: 02/06/2023] Open
Abstract
Background Although recent advances in circulating DNA analysis allow the prediction of tumor genomes by noninvasive means, some challenges remain, which limit the widespread introduction of cfDNA in cancer diagnostics. We analyzed the status of the two best characterized colorectal cancer (CRC) genetic and epigenetic alterations in a cohort of CRC patients, and then compared the degree to which the two patterns move from tissue to plasma in order to improve our understanding of biology modulating the concordance between tissues and plasma methylation and mutation profiles. Methods Plasma and tumor tissues were collected from 85 patients (69±14 years, 56 males). KRAS and SEPT9 status was assessed by allele refractory mutation system quantitative PCR and quantitative methylation-specific PCR, respectively. Six of the most common point mutations at codon 12 and 13 were investigated for KRAS analysis. Results KRAS mutations and SEPT9 promoter methylation were present in 34% (29/85) and in 82% (70/85) of primary tumor tissue samples. Both genetic and epigenetic analyses of cfDNA revealed a high overall concordance and specificity compared with tumor-tissue analyses. Patients presenting with both genetic and epigenetic alterations in tissue specimens (31.8%, 27/85) were considered for further analyses. The median methylation rates in tumour tissues and plasma samples were 64.5% (12.2–99.8%) and 14.5% (0–45.5%), respectively. The median KRAS mutation load (for matched mutations) was 33.6% (1.8–86.3%) in tissues and 2.9% (0–17.3) in plasma samples. The plasma/tissue (p/t) ratio of SEPT9 methylation rate was significantly higher than the p/t ratio of KRAS mutation load, especially in early stage cancers (p=0.0108). Conclusion The results of this study show a discrepant rate of epigenetic vs. genetic alterations moving from tissue to plasma. Many factors could affect mutation cfDNA analysis, including both presence of tumor clonal heterogeneity and strict compartmentalization of KRAS mutation profile. The present study highlights the importance of considering the nature of the alteration when analyzing tumor-derived cfDNA.
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Affiliation(s)
- Elisa Danese
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
- * E-mail:
| | - Anna Maria Minicozzi
- National Centre for Bowel Research and Surgical Innovation (NCBRSI), Academic Surgical Unit, Barts and The London NHS Trust, Queen Mary University of London, London, United Kingdom
| | - Marco Benati
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
| | - Martina Montagnana
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
| | - Elisa Paviati
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
| | - Gian Luca Salvagno
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
| | - Gabriel Lima-Oliveira
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
| | - Milena Gusella
- Oncology Department, Laboratory of Pharmacology and Molecular Biology, Rovigo General Hospital, Trecenta, Rovigo, Italy
| | - Felice Pasini
- Department of Medical Oncology, Rovigo Hospital, Rovigo, Italy
| | - Giuseppe Lippi
- Laboratory of Clinical Chemistry and Hematology, Academic Hospital of Parma, Parma, Italy
| | - Gian Cesare Guidi
- Laboratory of Clinical Biochemistry, Department of Life and Reproduction Sciences, University Hospital of Verona, Verona, Italy
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