101
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Bohers E, Viailly PJ, Jardin F. cfDNA Sequencing: Technological Approaches and Bioinformatic Issues. Pharmaceuticals (Basel) 2021; 14:ph14060596. [PMID: 34205827 PMCID: PMC8234829 DOI: 10.3390/ph14060596] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 06/18/2021] [Accepted: 06/18/2021] [Indexed: 12/14/2022] Open
Abstract
In the era of precision medicine, it is crucial to identify molecular alterations that will guide the therapeutic management of patients. In this context, circulating tumoral DNA (ctDNA) released by the tumor in body fluids, like blood, and carrying its molecular characteristics is becoming a powerful biomarker for non-invasive detection and monitoring of cancer. Major recent technological advances, especially in terms of sequencing, have made possible its analysis, the challenge still being its reliable early detection. Different parameters, from the pre-analytical phase to the choice of sequencing technology and bioinformatic tools can influence the sensitivity of ctDNA detection.
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102
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Patel A, Hissong E, Rosado L, Burkhardt R, Cong L, Alperstein SA, Siddiqui MT, Park HJ, Song W, Velu PD, Rennert H, Heymann JJ. Next-Generation Sequencing of Cell-Free DNA Extracted From Pleural Effusion Supernatant: Applications and Challenges. Front Med (Lausanne) 2021; 8:662312. [PMID: 34195208 PMCID: PMC8236629 DOI: 10.3389/fmed.2021.662312] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 05/10/2021] [Indexed: 12/11/2022] Open
Abstract
Cell-free DNA (cfDNA) extracted from diverse specimen types has emerged as a high quality substrate for molecular tumor profiling. Analytical and pre-analytical challenges in the utilization of cfDNA extracted from pleural effusion supernatant (PES) are herein characterized in patients with metastatic non-small cell lung carcinoma (NSCLC). Pleural effusion specimens containing metastatic NSCLC were collected prospectively. After ThinPrep® (TP) and cell block (CB) preparation, DNA was extracted from residual PES and analyzed by gel electrophoresis for quality and quantity. Libraries were prepared and sequenced with a targeted next-generation sequencing (NGS) platform and panel clinically validated for plasma specimens. Results were compared with DNA extracted from corresponding FFPE samples that were sequenced using institutional targeted NGS assays clinically validated for solid tumor FFPE samples. Tumor (TC) and overall cellularity (OC) were evaluated. Fourteen specimens were collected from 13 patients. Median specimen volume was 180 mL (range, 35–1,400 mL). Median TC and OC on TP slides and CB sections were comparable. Median extracted DNA concentration was 7.4 ng/μL (range, 0.1–58.0 ng/μL), with >5 ng/μL DNA extracted from 10/14 specimens (71%). Mutations were identified in 10/14 specimens, including 1/3 specimens with median molecular coverage <1,000 reads. The minimal detected allelic fraction was 0.6%. NGS was falsely negative for the presence of one driver mutation. No correlation was identified between sample volume or OC, quality or quantity of extracted DNA, or mutation detection. Despite analytical and pre-analytical challenges, PES represents a robust source of DNA for NGS.
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Affiliation(s)
- Ami Patel
- Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Erika Hissong
- Division of Molecular and Genomic Pathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Lucelina Rosado
- Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Robert Burkhardt
- Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Lin Cong
- Division of Molecular and Genomic Pathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Susan A Alperstein
- Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Momin T Siddiqui
- Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Hyeon Jin Park
- Clinical Genomics Laboratory, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Wei Song
- Clinical Genomics Laboratory, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Priya D Velu
- Division of Molecular and Genomic Pathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Hanna Rennert
- Division of Molecular and Genomic Pathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
| | - Jonas J Heymann
- Division of Cytopathology, Department of Pathology and Laboratory Medicine, New York-Presbyterian Hospital-Weill Cornell Medical College, New York, NY, United States
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103
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What Is New in Biomarker Testing at Diagnosis of Advanced Non-Squamous Non-Small Cell Lung Carcinoma? Implications for Cytology and Liquid Biopsy. JOURNAL OF MOLECULAR PATHOLOGY 2021. [DOI: 10.3390/jmp2020015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The discovery and clinical validation of biomarkers predictive of the response of non-squamous non-small-cell lung carcinomas (NS-NSCLC) to therapeutic strategies continue to provide new data. The evaluation of novel treatments is based on molecular analyses aimed at determining their efficacy. These tests are increasing in number, but the tissue specimens are smaller and smaller and/or can have few tumor cells. Indeed, in addition to tissue samples, complementary cytological and/or blood samples can also give access to these biomarkers. To date, it is recommended and necessary to look for the status of five genomic molecular biomarkers (EGFR, ALK, ROS1, BRAFV600, NTRK) and of a protein biomarker (PD-L1). However, the short- and more or less long-term emergence of new targeted treatments of genomic alterations on RET and MET, but also on others’ genomic alteration, notably on KRAS, HER2, NRG1, SMARCA4, and NUT, have made cellular and blood samples essential for molecular testing. The aim of this review is to present the interest in using cytological and/or liquid biopsies as complementary biological material, or as an alternative to tissue specimens, for detection at diagnosis of new predictive biomarkers of NS-NSCLC.
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104
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Jones J, Nguyen H, Drummond K, Morokoff A. Circulating Biomarkers for Glioma: A Review. Neurosurgery 2021; 88:E221-E230. [PMID: 33442748 DOI: 10.1093/neuros/nyaa540] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 10/10/2020] [Indexed: 12/18/2022] Open
Abstract
Accurate circulating biomarkers have potential clinical applications in population screening, tumor subclassification, monitoring tumor status, and the delivery of individualized treatments resulting from tumor genotyping. Recently, significant progress has been made within this field in several cancer types, but despite the many potential benefits, currently there is no validated circulating biomarker test for patients with glioma. A number of circulating factors have been examined, including circulating tumor cells, cell-free DNA, microRNA, exosomes, and proteins from both peripheral blood and cerebrospinal fluid with variable results. In the following article, we provide a narrative review of the current evidence pertaining to circulating biomarkers in patients with glioma, including discussion of the advantages and challenges encountered with the current methods used for discovery. Additionally, the potential clinical applications are described with reference to the literature.
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Affiliation(s)
- Jordan Jones
- Department of Surgery, University of Melbourne, Melbourne, Australia.,Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Australia
| | - Hong Nguyen
- Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Katharine Drummond
- Department of Surgery, University of Melbourne, Melbourne, Australia.,Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Australia
| | - Andrew Morokoff
- Department of Surgery, University of Melbourne, Melbourne, Australia.,Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Australia
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105
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Wahl SGF, Dai HY, Emdal EF, Ottestad AL, Dale VG, Richardsen E, Halvorsen TO, Grønberg BH. Prognostic value of absolute quantification of mutated KRAS in circulating tumour DNA in lung adenocarcinoma patients prior to therapy. J Pathol Clin Res 2021; 7:209-219. [PMID: 33502820 PMCID: PMC8073004 DOI: 10.1002/cjp2.200] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 12/21/2020] [Accepted: 01/04/2021] [Indexed: 12/13/2022]
Abstract
Droplet digital polymerase chain reaction (ddPCR) is a highly sensitive and accurate method for quantification of nucleic acid sequences. We used absolute quantification of mutated v-Ki-ras2 Kirsten rat sarcoma viral oncogene homology gene (KRAS) by ddPCR to investigate the prognostic role of mutated KRAS in patients with KRAS-mutated lung adenocarcinomas. Pre-treatment plasma samples from 60 patients with stages I-IV KRAS-mutated lung adenocarcinomas were analysed for KRAS mutations. The associations between survival, detectable KRAS mutations in plasma, and the plasma concentration of mutated KRAS were assessed. Overall, 23 of 60 (38%) patients had detectable KRAS mutation in plasma. The percentage of patients with detectable mutation was 8% in stage I, 30% in stage II, 71% in stage III, and 73% in stage IV. Estimated overall median progression-free survival (PFS) and overall survival (OS) were 26.2 months [95% confidence interval (CI) 12.5-39.9] and 50.8 months (95% CI 0-107.3), respectively. Patients with detectable mutations in plasma had significantly worse median PFS compared to patients with undetectable mutation (13.1 versus 70.1 months) and shorter median OS (20.7 versus not reached). High circulating tumour DNA (ctDNA) concentrations of mutated KRAS were significantly associated with shorter PFS [hazard ratio (HR) 1.008, 95% CI 1.004-1.012] and OS (HR 1.007, 95% CI 1.003-1.011). All associations remained statistically significant in multivariable analyses. In conclusion, ddPCR is an accurate and easily feasible technique for quantification of KRAS mutations in ctDNA. The presence of detectable KRAS mutation in plasma at baseline was associated with worse PFS and OS. High concentration of mutated KRAS in ctDNA was an independent negative prognostic factor for both PFS and OS.
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Affiliation(s)
- Sissel Gyrid Freim Wahl
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
| | - Hong Yan Dai
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
| | - Elisabeth F Emdal
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Anine L Ottestad
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
| | - Vibeke G Dale
- Department of PathologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Elin Richardsen
- Department of Medical BiologyUiT, The Arctic University of NorwayTromsøNorway
- Department of Clinical PathologyUniversity Hospital of North NorwayTromsøNorway
| | - Tarje O Halvorsen
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
- Department of OncologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
| | - Bjørn Henning Grønberg
- Department of Clinical and Molecular MedicineNTNU, Norwegian University of Technology and ScienceTrondheimNorway
- Department of OncologySt. Olavs Hospital, Trondheim University HospitalTrondheimNorway
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106
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Hofman P. Next-Generation Sequencing with Liquid Biopsies from Treatment-Naïve Non-Small Cell Lung Carcinoma Patients. Cancers (Basel) 2021; 13:2049. [PMID: 33922637 PMCID: PMC8122958 DOI: 10.3390/cancers13092049] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/11/2021] [Accepted: 04/20/2021] [Indexed: 12/16/2022] Open
Abstract
Recently, the liquid biopsy (LB), a non-invasive and easy to repeat approach, has started to compete with the tissue biopsy (TB) for detection of targets for administration of therapeutic strategies for patients with advanced stages of lung cancer at tumor progression. A LB at diagnosis of late stage non-small cell lung carcinoma (NSCLC) is also being performed. It may be asked if a LB can be complementary (according to the clinical presentation or systematics) or even an alternative to a TB for treatment-naïve advanced NSCLC patients. Nucleic acid analysis with a TB by next-generation sequencing (NGS) is gradually replacing targeted sequencing methods for assessment of genomic alterations in lung cancer patients with tumor progression, but also at baseline. However, LB is still not often used in daily practice for NGS. This review addresses different aspects relating to the use of LB for NGS at diagnosis in advanced NSCLC, including its advantages and limitations.
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Affiliation(s)
- Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Université Côte d’Azur, CHU Nice, FHU OncoAge, Pasteur Hospital, 30 avenue de la voie romaine, BP69, CEDEX 01, 06001 Nice, France; ; Tel.: +33-4-92-03-88-55 or +33-4-92-03-87-49; Fax: +33-4-92-88-50
- Hospital-Integrated Biobank BB-0033-00025, Université Côte d’Azur, CHU Nice, FHU OncoAge, 06001 Nice, France
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107
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Thusgaard CF, Korsholm M, Koldby KM, Kruse TA, Thomassen M, Jochumsen KM. Epithelial ovarian cancer and the use of circulating tumor DNA: A systematic review. Gynecol Oncol 2021; 161:884-895. [PMID: 33892886 DOI: 10.1016/j.ygyno.2021.04.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 04/13/2021] [Indexed: 02/07/2023]
Abstract
OBJECTIVE One way to improve the survival rate of epithelial Ovarian Cancer (EOC) is by identifying effective biomarkers useful at different stages and time points of the disease. A potential biomarker is circulating tumor DNA (ctDNA) in plasma or serum. In this systematic review, we provide an overview of applications of ctDNA in EOC to discuss the direction of future research in this field. METHODS We performed a systematic search in Pubmed, Embase, and Scopus to identify relevant clinical studies eligible for inclusion. Furthermore, the references in the identified studies and relevant reviews were assessed to identify additional studies. The PRISMA guideline was employed to perform the systematic review, and data from the studies were extracted using piloted data extraction forms. RESULTS A total of 36 observational studies were included. The concordance between tumor and ctDNA was assessed in 19 studies, early diagnosis in 1, diagnosis in 23, monitoring of treatment response in 7, detection of reversion mutations in 3, prognosis in 9, but no studies assessed early detection of recurrence. Data from the studies were reported descriptively. The studies had a large variation in the methods used for ctDNA analysis and limited sample sizes of 10-126 patients. Overall, the studies show that ctDNA is a potential biomarker for EOC useful in several settings during assessment and treatment of these patients. CONCLUSIONS Although the identified studies are limited in number and their methods for ctDNA analysis vary, it is clear that ctDNA as a biomarker for EOC is promising for several applications in diagnostics, monitoring of treatment response, and prognostics. However, more studies are needed to establish the ideal methods and settings for the clinical use of ctDNA in EOC.
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Affiliation(s)
- Christine Fribert Thusgaard
- Department of Gynecology and Obstetrics, Odense University Hospital, Sdr. Boulevard 29, 5000 Odense C, Denmark; Research Unit of Gynecology and Obstetrics, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Kløvervænget 10, 10(th) floor, 5000 Odense C, Denmark.
| | - Malene Korsholm
- Research Unit for ORL - Head & Neck Surgery and Audiology, Odense University Hospital, J. B. Winsløws Vej 4, 5000 Odense C, Denmark.
| | - Kristina Magaard Koldby
- Department of Clinical Genetics, Odense University Hospital, J.B. Winsløws Vej 4, 5000 Odense C, Denmark; Clinical Genome Center, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Winsløws Vej 4, 5000 Odense C, Denmark.
| | - Torben A Kruse
- Department of Clinical Genetics, Odense University Hospital, J.B. Winsløws Vej 4, 5000 Odense C, Denmark; Clinical Genome Center, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Winsløws Vej 4, 5000 Odense C, Denmark.
| | - Mads Thomassen
- Department of Clinical Genetics, Odense University Hospital, J.B. Winsløws Vej 4, 5000 Odense C, Denmark; Clinical Genome Center, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Winsløws Vej 4, 5000 Odense C, Denmark.
| | - Kirsten Marie Jochumsen
- Department of Gynecology and Obstetrics, Odense University Hospital, Sdr. Boulevard 29, 5000 Odense C, Denmark; Research Unit of Gynecology and Obstetrics, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Kløvervænget 10, 10(th) floor, 5000 Odense C, Denmark.
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108
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Leers MPG. Circulating tumor DNA and their added value in molecular oncology. Clin Chem Lab Med 2021; 58:152-161. [PMID: 31490771 DOI: 10.1515/cclm-2019-0436] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 08/06/2019] [Indexed: 12/14/2022]
Abstract
New methods for molecular diagnosis are now available in oncology thanks to the discovery of circulating tumor DNA molecules in the plasma of cancer patients. By utilizing blood samples, rather than traditional tissue sampling, clinical practice is on the verge of new discoveries from the analysis of cell-free DNA (cfDNA). The method, known as a "liquid biopsy", consists of analyzing therapeutic targets and drug-resistant conferring gene mutations in circulating tumor cells (CTC) and cell-free circulating tumor DNA (ctDNA). These are subsequently released from primary tumors and metastatic deposits into the peripheral blood. The advantages of the method can be observed in the diagnosis, but also in the choice of treatment for solid tumors (e.g. non-small cell lung carcinomas [NSCLC]). In order to interpret the results, an understanding of the biological characteristics of circulating tumor DNA is required. Currently there is no consensus as to how a liquid biopsy should be conducted. In this review, we will assess the pros of ctDNA as analytes in peripheral blood samples and its impact on clinical applications in solid tumors and hematological malignancies. We will also address practical issues facing clinical implementation, such as pre-analytical factors. Moreover, we will emphasize the open questions that remain when considering the current state of personalized medicine and targeted therapy.
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Affiliation(s)
- Math P G Leers
- Department of Clinical Chemistry and Hematology, Zuyderland Medical Center Sittard-Geleen, Dr. H. Van der Hoffplein 1, P.O. Box 5500, 6130 MB Sittard, The Netherlands
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109
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Hayashi Y, Fujita K. Toward urinary cell-free DNA-based treatment of urothelial carcinoma: a narrative review. Transl Androl Urol 2021; 10:1865-1877. [PMID: 33968675 PMCID: PMC8100839 DOI: 10.21037/tau-20-1259] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Liquid biopsy technique targeting urinary cell-free DNA (cfDNA) is getting a lot of attention to overcome limitations of the present treatment strategy for urothelial carcinoma, including urothelial bladder carcinoma (UBC) and upper tract urothelial carcinoma (UTUC). Analysis of tumor-derived DNA in urine focusing either on genomic or epigenomic alterations, holds great potential as a noninvasive method for the detection of urothelial carcinoma with high accuracy. It is also predictive of prognosis and response to drugs, and reveals the underlying characteristics of different stages of urothelial carcinoma. Although cfDNA methylation analyses based on a combination of several methylation profiles have demonstrated high sensitivity for UBC diagnosis, there have been few reports involving epigenomic studies of urinary cfDNA. In mutational analyses, frequent gene mutations (TERT promoter, TP53, FGFR3, PIK3CA, RAS, etc.) have been detected in urine supernatant by using remarkable technological innovations such as next-generation sequencing and droplet digital PCR. These methods allow highly sensitive detection of rare mutation alleles while minimizing artifacts. In this review, we summarize the current insights into the clinical applications of urinary cfDNA from patients with urothelial carcinoma. Although it is necessary to conduct prospective multi-institutional clinical trials, noninvasive urine biopsy is expected to play an important role in the realization of precision medicine in patients with urothelial carcinoma in the near future.
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Affiliation(s)
- Yujiro Hayashi
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kazutoshi Fujita
- Department of Urology, Kindai University Faculty of Medicine, Osakasayama, Japan
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110
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Pittella-Silva F, Chin YM, Chan HT, Nagayama S, Miyauchi E, Low SK, Nakamura Y. Plasma or Serum: Which Is Preferable for Mutation Detection in Liquid Biopsy? Clin Chem 2021; 66:946-957. [PMID: 32516802 DOI: 10.1093/clinchem/hvaa103] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Accepted: 04/06/2020] [Indexed: 01/13/2023]
Abstract
BACKGROUND Blood-based analysis of circulating tumor DNA (ctDNA) is a promising tool for cancer screening, monitoring relapse/recurrence and evaluating response to treatment. Although plasma is widely used to obtain ctDNA, biorepositories worldwide possess a huge number of serum samples and comparative studies on the use of serum vs plasma as ctDNA sources are essential. METHODS We analyzed cell-free DNA (cfDNA) from matched EDTA-plasma and serum samples from healthy donors and patients with colorectal or lung cancer, and used targeted next-generation sequencing to evaluate mutation detection efficiency and reproducibility. Matched samples from healthy individuals were spiked with reference oligonucleotides and sequenced using the Ion-S5 Oncomine-Pan-Cancer panel. Detection efficiency in matched samples from patients with cancer was evaluated using 2 distinct gene panels and compared to mutations found in tissue-biopsy samples at diagnosis. RESULTS Mean total cfDNA was 55% higher in serum samples and the presence of longer DNA fragments was significantly increased in serum compared with plasma samples (P = 0.0001 to 0.015). Spiked mutated nucleotides were detected in both samples, but allele frequencies (AF) were approximately half in serum compared with plasma, suggesting ctDNA from serum was more diluted by DNA of noncancerous origins. Matched samples from patients with cancer revealed that up to 44.8% of mutations with low AF were missed in serum samples and concordance rates with somatic mutations found in tissue biopsy at diagnosis was better in plasma samples. CONCLUSION The use of serum in retrospective studies should consider the limitations for detecting low AF mutations. Plasma is clearly preferable for prospective clinical applications of liquid biopsy.
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Affiliation(s)
- Fabio Pittella-Silva
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan.,Laboratory of Molecular Pathology of Cancer, Faculty of Health Sciences and Medicine, University of Brasilia, Brasilia, Brazil
| | - Yoon Ming Chin
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiu Ting Chan
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Satoshi Nagayama
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Eisaku Miyauchi
- Department of Respiratory Medicine, Tohoku University, Sendai, Japan
| | - Siew-Kee Low
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yusuke Nakamura
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
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111
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Zhang W, Wang W, Han X, Gan Y, Qian L, Zhang Y, Zhang C, Wang Y, Guan Y, Yang L, Zhou D. Circulating tumor DNA by high-throughput sequencing of T cell receptor monitored treatment response and predicted treatment failure in T cell lymphomas. Int J Lab Hematol 2021; 43:1041-1049. [PMID: 33734593 DOI: 10.1111/ijlh.13498] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 12/27/2022]
Abstract
INTRODUCTION Next-generation sequencing (NGS)-based circulating tumor DNA (ctDNA) detection is a promising monitoring tool for lymphoid malignancies. Studies for T cell lymphoma are limited. METHODS We explored whether this technology is applicable to T cell lymphoma with different subtypes and assessed its performance in clinical settings. RESULTS Thirty tumor and 74 blood samples were analyzed in our study. Malignant clone was identified in 23 of the 30 (76.7%) tumor samples through high-throughput sequencing (HTS) combined with PCR. We detected the same tumor clone in plasma in 18out of the 23 (78.3%) patients. Circulating tumor DNA fraction correlated with lactate dehydrogenase (LDH) (r = .52, P = .017), high level of ctDNA predicted treatment failure (P = .0003) and there was a trend patients with high ctDNA burden would have poorer PFS Furthermore, ctDNA changed in concordance with clinical outcome and was more sensitive than PET/CT. Also, recurrence of ctDNA was an important clue for relapse. CONCLUSION In conclusion, our study indicated that ctDNA monitoring was suitable for T cell lymphoma. High level of pretreatment ctDNA was a poor prognosis factor and changes of ctDNA correlated well with clinical courses and was sensitive to find early relapse.
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Affiliation(s)
- Wei Zhang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Wei Wang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Xiao Han
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Yulai Gan
- Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Long Qian
- Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Yan Zhang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | | | | | | | | | - Daobin Zhou
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
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112
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Belotti Y, Lim CT. Microfluidics for Liquid Biopsies: Recent Advances, Current Challenges, and Future Directions. Anal Chem 2021; 93:4727-4738. [DOI: 10.1021/acs.analchem.1c00410] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Yuri Belotti
- Institute for Health Innovation and Technology, National University of Singapore, 117599 Singapore
| | - Chwee Teck Lim
- Institute for Health Innovation and Technology, National University of Singapore, 117599 Singapore
- Department of Biomedical Engineering, National University of Singapore, 117583 Singapore
- Mechanobiology Institute, National University of Singapore, 117411 Singapore
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113
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Lobo J, Leão R, Jerónimo C, Henrique R. Liquid Biopsies in the Clinical Management of Germ Cell Tumor Patients: State-of-the-Art and Future Directions. Int J Mol Sci 2021; 22:ijms22052654. [PMID: 33800799 PMCID: PMC7961393 DOI: 10.3390/ijms22052654] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 02/25/2021] [Accepted: 03/02/2021] [Indexed: 02/06/2023] Open
Abstract
Liquid biopsies constitute a minimally invasive means of managing cancer patients, entailing early diagnosis, follow-up and prediction of response to therapy. Their use in the germ cell tumor field is invaluable since diagnostic tissue biopsies (which are invasive) are often not performed, and therefore only a presumptive diagnosis can be made, confirmed upon examination of the surgical specimen. Herein, we provide an overall review of the current liquid biopsy-based biomarkers of this disease, including the classical, routinely used serum tumor markers—the promising microRNAs rapidly approaching the introduction into clinical practice—but also cell-free DNA markers (including DNA methylation) and circulating tumor cells. Finally, and importantly, we also explore novel strategies and challenges for liquid biopsy markers and methodologies, providing a critical view of the future directions for liquid biopsy tests in this field, highlighting gaps and unanswered questions.
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Affiliation(s)
- João Lobo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal;
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
| | - Ricardo Leão
- Faculty of Medicine, University of Coimbra, Rua Larga, 3000-370 Coimbra, Portugal;
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal;
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
- Correspondence: (C.J.); (R.H.); Tel.: +351-22-225084000 (C.J. & R.H.); Fax: +351-22-5084199 (C.J. & R.H.)
| | - Rui Henrique
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal;
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
- Correspondence: (C.J.); (R.H.); Tel.: +351-22-225084000 (C.J. & R.H.); Fax: +351-22-5084199 (C.J. & R.H.)
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Alam A, Ansari MA, Badrealam KF, Pathak S. Molecular approaches to lung cancer prevention. Future Oncol 2021; 17:1793-1810. [PMID: 33653087 DOI: 10.2217/fon-2020-0789] [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] [Indexed: 11/21/2022] Open
Abstract
Lung cancer is generally diagnosed at advanced stages when surgical resection is not possible. Late diagnosis, along with development of chemoresistance, results in high mortality. Preventive approaches, including smoking cessation, chemoprevention and early detection are needed to improve survival. Smoking cessation combined with low-dose computed tomography screening has modestly improved survival. Chemoprevention has also shown some promise. Despite these successes, most lung cancer cases remain undetected until advanced stages. Additional early detection strategies may further improve survival and treatment outcome. Molecular alterations taking place during lung carcinogenesis have the potential to be used in early detection via noninvasive methods and may also serve as biomarkers for success of chemopreventive approaches. This review focuses on the utilization of molecular biomarkers to increase the efficacy of various preventive approaches.
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Affiliation(s)
- Asrar Alam
- Department of Preventive Oncology, Dr BR Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Mohammad A Ansari
- Department of Epidemic Disease Research, Institute of Research & Medical Consultation, Imam Abdulrahman Bin Faisal University, Dammam, 31441, Saudi Arabia
| | - Khan F Badrealam
- Cardiovascular & Mitochondrial Related Disease Research Center, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 970, Taiwan
| | - Sujata Pathak
- Department of Preventive Oncology, Dr BR Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
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115
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Camus V, Jardin F. Cell-Free DNA for the Management of Classical Hodgkin Lymphoma. Pharmaceuticals (Basel) 2021; 14:ph14030207. [PMID: 33801462 PMCID: PMC7998645 DOI: 10.3390/ph14030207] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 02/25/2021] [Accepted: 02/26/2021] [Indexed: 12/12/2022] Open
Abstract
Cell-free DNA (cfDNA) testing, is an emerging “liquid biopsy” tool for noninvasive lymphoma detection, and an increased amount of data are now available to use this technique with accuracy, especially in classical Hodgkin lymphoma (cHL). The advantages of cfDNA include simplicity of repeated blood sample acquisition over time; dynamic, noninvasive, and quantitative analysis; fast turnover time; reasonable cost; and established consistency with results from tumor genomic DNA. cfDNA analysis offers an easy method for genotyping the overall molecular landscape of pediatric and adult cHL and may help in cases of diagnostic difficulties between cHL and other lymphomas. cfDNA levels are correlated with clinical, prognostic, and metabolic features, and may serve as a therapeutic response evaluation tool and as a minimal residual disease (MRD) biomarker in complement to positron emission tomography (PET). Indeed, cfDNA real-time monitoring by fast high-throughput techniques enables the prompt detection of refractory disease or may help to address PET residual hypermetabolic situations during or at the end of treatment. The major recent works presented and described here demonstrated the clinically meaningful applicability of cfDNA testing in diagnostic and theranostic settings, but also in disease risk assessment, therapeutic molecular response, and monitoring of cHL treatments.
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Affiliation(s)
- Vincent Camus
- Correspondence: ; Tel.: +33(0)-2-32-08-29-47; Fax: +33-(0)-2-32-08-22-83
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116
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Stokowski R, White K, Hacker C, Doshi J, Schmid M. Hemolysis and Fetal Fraction in Cell-Free DNA Blood Collection Tubes for Noninvasive Prenatal Testing. Mol Diagn Ther 2021; 24:185-190. [PMID: 32056107 PMCID: PMC7113221 DOI: 10.1007/s40291-020-00446-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Lysis of maternal white blood cells in prenatal cell-free DNA (cfDNA) test samples increases the level of maternal DNA and consequently decreases fetal fraction. OBJECTIVE The objective of this study was to determine whether hemolysis, traditionally used as a marker for cell lysis, is correlated with a decrease in fetal fraction in maternal blood samples collected in specialized cfDNA tubes for noninvasive prenatal testing. METHODS In the first part of the study, blood from pregnant women was collected into three Roche Cell-Free DNA Collection Tubes. These replicate specimens from the same subject were evaluated for a visual difference in hemoglobin level as a measure of hemolysis. The specimens were then processed with the Harmony® prenatal test to measure fetal fraction using polymorphic digital analysis of selected regions (DANSR) assays. In a second part of the study, clinical laboratory samples with hemoglobin levels of ≥ 500 mg/dL were tracked through the laboratory and their fetal fraction compared with that of concurrently processed samples with lower hemoglobin levels. RESULTS There was no significant difference in fetal fraction in 339 paired samples, with a difference in hemoglobin levels ranging from 0 to 1000 mg/dL. There was strong correlation in fetal fraction between tubes, regardless of the differences in hemoglobin concentration. The fetal fraction distribution in 203 tracked clinical samples with hemoglobin levels ≥ 500 mg/dL was statistically equivalent to the distribution in a concurrent series of 12,705 samples. CONCLUSION Hemolysis in maternal blood samples collected in specialized cfDNA tubes does not correlate with a decrease in fetal fraction; therefore, it should not be a cause for rejection of samples submitted for prenatal cfDNA testing.
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Affiliation(s)
- Renee Stokowski
- Ariosa Diagnostics Inc., Roche Sequencing Solutions Inc., San Jose, CA, USA
| | - Karen White
- Ariosa Diagnostics Inc., Roche Sequencing Solutions Inc., San Jose, CA, USA.
| | - Coleen Hacker
- Ariosa Diagnostics Inc., Roche Sequencing Solutions Inc., San Jose, CA, USA
| | - Jigna Doshi
- Ariosa Diagnostics Inc., Roche Sequencing Solutions Inc., San Jose, CA, USA
| | - Maximilian Schmid
- Ariosa Diagnostics Inc., Roche Sequencing Solutions Inc., San Jose, CA, USA
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117
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Tan JY, Wijesinghe IVS, Alfarizal Kamarudin MN, Parhar I. Paediatric Gliomas: BRAF and Histone H3 as Biomarkers, Therapy and Perspective of Liquid Biopsies. Cancers (Basel) 2021; 13:cancers13040607. [PMID: 33557011 PMCID: PMC7913734 DOI: 10.3390/cancers13040607] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 12/18/2020] [Accepted: 12/22/2020] [Indexed: 01/10/2023] Open
Abstract
Simple Summary Gliomas are major causes of worldwide cancer-associated deaths in children. Generally, paediatric gliomas can be classified into low-grade and high-grade gliomas. They differ significantly from adult gliomas in terms of prevalence, molecular alterations, molecular mechanisms and predominant histological types. The aims of this review article are: (i) to discuss the current updates of biomarkers in paediatric low-grade and high-grade gliomas including their diagnostic and prognostic values, and (ii) to discuss potential targeted therapies in treating paediatric low-grade and high-grade gliomas. Our findings revealed that liquid biopsy is less invasive than tissue biopsy in obtaining the samples for biomarker detections in children. In addition, future clinical trials should consider blood-brain barrier (BBB) penetration of therapeutic drugs in paediatric population. Abstract Paediatric gliomas categorised as low- or high-grade vary markedly from their adult counterparts, and denoted as the second most prevalent childhood cancers after leukaemia. As compared to adult gliomas, the studies of diagnostic and prognostic biomarkers, as well as the development of therapy in paediatric gliomas, are still in their infancy. A body of evidence demonstrates that B-Raf Proto-Oncogene or V-Raf Murine Sarcoma Viral Oncogene Homolog B (BRAF) and histone H3 mutations are valuable biomarkers for paediatric low-grade gliomas (pLGGs) and high-grade gliomas (pHGGs). Various diagnostic methods involving fluorescence in situ hybridisation, whole-genomic sequencing, PCR, next-generation sequencing and NanoString are currently used for detecting BRAF and histone H3 mutations. Additionally, liquid biopsies are gaining popularity as an alternative to tumour materials in detecting these biomarkers, but still, they cannot fully replace solid biopsies due to several limitations. Although histone H3 mutations are reliable prognosis biomarkers in pHGGs, children with these mutations have a dismal prognosis. Conversely, the role of BRAF alterations as prognostic biomarkers in pLGGs is still in doubt due to contradictory findings. The BRAF V600E mutation is seen in the majority of pLGGs (as seen in pleomorphic xanthoastrocytoma and gangliomas). By contrast, the H3K27M mutation is found in the majority of paediatric diffuse intrinsic pontine glioma and other midline gliomas in pHGGs. pLGG patients with a BRAF V600E mutation often have a lower progression-free survival rate in comparison to wild-type pLGGs when treated with conventional therapies. BRAF inhibitors (Dabrafenib and Vemurafenib), however, show higher overall survival and tumour response in BRAF V600E mutated pLGGs than conventional therapies in some studies. To date, targeted therapy and precision medicine are promising avenues for paediatric gliomas with BRAF V600E and diffuse intrinsic pontine glioma with the H3K27M mutations. Given these shortcomings in the current treatments of paediatric gliomas, there is a dire need for novel therapies that yield a better therapeutic response. The present review discusses the diagnostic tools and the perspective of liquid biopsies in the detection of BRAF V600E and H3K27M mutations. An in-depth understanding of these biomarkers and the therapeutics associated with the respective challenges will bridge the gap between paediatric glioma patients and the development of effective therapies.
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Affiliation(s)
| | | | | | - Ishwar Parhar
- Correspondence: ; Tel.: +603-5514-6304; Fax: +603-5515-6341
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118
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Stamenkovic S, Cheng J, Surowy H, Burwinkel B, Gündert M. Circulating cell-free DNA variables as marker of ovarian cancer patients: A pilot study. Cancer Biomark 2021; 28:159-167. [PMID: 32176629 DOI: 10.3233/cbm-191018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Minimal invasive blood-based molecular markers are evaluated as promising biomarkers in malignant diseases these days. OBJECTIVE In this pilot study, we investigated the potential of cell-free DNA (cfDNA) concentration and cell-free DNA Integrity (cfDI) as blood-based diagnostic markers for ovarian cancer patients in a retrospective study cohort. METHODS cfDNA concentration and cfDI were determined in the plasma of 37 ovarian cancer patients and 28 healthy controls, by measuring ALU and LINE1 repetitive DNA elements using quantitative real-time PCR. RESULTS A high correlation was observed between the results of ALU and LINE1. The correlated co-efficiency between the values of cfDNA concentration and cfDI was 0.86 and 0.71. As for the results between cases and controls, no or just borderline significant difference was observed in cfDI after age adjustment (P= 0.40 for ALU and P= 0.05 for LINE1) while cfDNA concentration showed a significant difference between ovarian cancer patients and healthy controls groups (P= 0.03 for ALU and P= 3.00 E-03 for LINE1). cfDNA concentration of ALU and LINE1 had an AUC of 0.81 (0.70-0.91). ALU and LINE1 cfDI reached an AUC of 0.60 (95% CI: 0.46-0.73). The combination of these markers reached the best diagnostic power with an AUC of 0.84. CONCLUSIONS cfDNA variables might be potentially diagnostic biomarkers in ovarian cancer, in combination with additional molecular markers. However, further studies are needed to confirm the diagnostic ability of cfDNA variables (cfDNA concentration and cfDI).
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Affiliation(s)
- Srdjan Stamenkovic
- Division of Molecular Epidemiology, German Cancer Research Center, Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Gynecology and Obstetrics, University of Heidelberg, Heidelberg, Germany
| | - Jie Cheng
- Division of Molecular Epidemiology, German Cancer Research Center, Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Gynecology and Obstetrics, University of Heidelberg, Heidelberg, Germany
| | - Harald Surowy
- Division of Molecular Epidemiology, German Cancer Research Center, Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Gynecology and Obstetrics, University of Heidelberg, Heidelberg, Germany
| | - Barbara Burwinkel
- Division of Molecular Epidemiology, German Cancer Research Center, Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Gynecology and Obstetrics, University of Heidelberg, Heidelberg, Germany
| | - Melanie Gündert
- Division of Molecular Epidemiology, German Cancer Research Center, Heidelberg, Germany.,Molecular Biology of Breast Cancer, Department of Gynecology and Obstetrics, University of Heidelberg, Heidelberg, Germany
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Yoo TK. Liquid Biopsy in Breast Cancer: Circulating Tumor Cells and Circulating Tumor DNA. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1187:337-361. [PMID: 33983587 DOI: 10.1007/978-981-32-9620-6_17] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Cancer is associated with gene mutations, and the analysis of tumor-associated mutations is increasingly used for diagnostic, prognostic, and treatment purposes. These molecular landscapes of solid tumors are currently obtained from surgical or biopsy specimens. However, during cancer progression and treatment, selective pressures lead to additional genetic changes as tumors acquire drug resistance. Tissue sampling cannot be performed routinely owing to its invasive nature and a single biopsy only provides a limited snapshot of a tumor, which may fail to reflect spatial and temporal heterogeneity. This dilemma may be solved by analyzing cancer cells or cancer cell-derived DNA from blood samples, called liquid biopsy. Liquid biopsy is one of the most rapidly advancing fields in cancer diagnostics and recent technological advances have enabled the detection and detailed characterization of circulating tumor cells and circulating tumor DNA in blood samples.Liquid biopsy is an exciting area with rapid advances, but we are still at the starting line with many challenges to overcome. In this chapter we will explore how tumor cells and tumor-associated mutations detected in the blood can be used in the clinic. This will include detection of cancer, prediction of prognosis, monitoring systemic therapies, and stratification of patients for therapeutic targets or resistance mechanisms.
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Affiliation(s)
- Tae-Kyung Yoo
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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120
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Bos MK, Nasserinejad K, Jansen MPHM, Angus L, Atmodimedjo PN, de Jonge E, Dinjens WNM, van Schaik RHN, Del Re M, Dubbink HJ, Sleijfer S, Martens JWM. Comparison of variant allele frequency and number of mutant molecules as units of measurement for circulating tumor DNA. Mol Oncol 2021; 15:57-66. [PMID: 33070443 PMCID: PMC7782075 DOI: 10.1002/1878-0261.12827] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 09/10/2020] [Accepted: 10/15/2020] [Indexed: 12/26/2022] Open
Abstract
Quantification of tumor-specific variants (TSVs) in cell-free DNA is rapidly evolving as a prognostic and predictive tool in patients with cancer. Currently, both variant allele frequency (VAF) and number of mutant molecules per mL plasma are used as units of measurement to report those TSVs. However, it is unknown to what extent both units of measurement agree and what are the factors underlying an existing disagreement. To study the agreement between VAF and mutant molecules in current clinical studies, we analyzed 1116 TSVs from 338 patients identified with next-generation sequencing (NGS) or digital droplet PCR (ddPCR). On different study cohorts, a Deming regression analysis was performed and its 95% prediction interval was used as surrogate for the limits of agreement between VAF and number of mutant molecules per mL and to identify outliers. VAF and number of mutant molecules per mL plasma yielded greater agreement when using ddPCR than NGS. In case of discordance between VAF and number of mutant molecules per mL, insufficient molecular coverage in NGS and high cell-free DNA concentration were the main responsible factors. We propose several optimization steps needed to bring monitoring of TSVs in cell-free DNA to its full potential.
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Affiliation(s)
- Manouk K. Bos
- Department of Medical OncologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Kazem Nasserinejad
- Department of HematologyHOVON Data CenterErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Maurice P. H. M. Jansen
- Department of Medical OncologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Lindsay Angus
- Department of Medical OncologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Peggy N. Atmodimedjo
- Department of PathologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Evert de Jonge
- Department of Clinical ChemistryErasmus University Medical CenterRotterdamThe Netherlands
| | - Winand N. M. Dinjens
- Department of PathologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Ron H. N. van Schaik
- Department of Clinical ChemistryErasmus University Medical CenterRotterdamThe Netherlands
| | - Marzia Del Re
- Department of Clinical ChemistryErasmus University Medical CenterRotterdamThe Netherlands
- Unit of Clinical Pharmacology and PharmacogeneticsDepartment of Clinical and Experimental MedicineUniversity Hospital of PisaItaly
| | - Hendrikus J. Dubbink
- Department of PathologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - Stefan Sleijfer
- Department of Medical OncologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
| | - John W. M. Martens
- Department of Medical OncologyErasmus MC Cancer Institute, University Medical CenterRotterdamThe Netherlands
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121
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Yang WY, Feng LF, Meng X, Chen R, Xu WH, Hou J, Xu T, Zhang L. Liquid biopsy in head and neck squamous cell carcinoma: circulating tumor cells, circulating tumor DNA, and exosomes. Expert Rev Mol Diagn 2020; 20:1213-1227. [PMID: 33232189 DOI: 10.1080/14737159.2020.1855977] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Introduction: Head and neck squamous cell carcinoma (HNSCC) is one of the most common cancers worldwide. Due to a lack of reliable markers, HNSCC patients are usually diagnosed at a late stage, which will lead to a worse outcome. Therefore, it is critical to improve the clinical management of cancer patients. Nowadays, the development of liquid biopsy enables a minimally invasive manner to extract molecular information from HNSCCs. Thus, this review aims to outline the clinical value of liquid biopsy in early detection, real-time monitoring, and prognostic evaluation of HNSCC. Areas covered: This comprehensive review focused on the characteristics as well as clinical applications of three liquid biopsy markers (CTCs, ctDNA, and exosomes) in HNSCC. What is more, it is promising to incorporate machine learning and 3D organoid models in the liquid biopsy of HNSCC. Expert opinion: Liquid biopsy provides a noninvasive technique to reflect the inter and intra-lesional heterogeneity through the detection of tumor cells or materials released from the primary and secondary tumors. Recently, some evolving technologies have the potential to combine with liquid biopsy to improve clinical management of HNSCC patients.
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Affiliation(s)
- Wen-Ying Yang
- College & Hospital of Stomatology, Anhui Medical University, Key Lab. Of Oral Diseases Research of Anhui Province , Hefei, 230032, China
| | - Lin-Fei Feng
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Anhui Medical University , Hefei, 230032, China
| | - Xiang Meng
- College & Hospital of Stomatology, Anhui Medical University, Key Lab. Of Oral Diseases Research of Anhui Province , Hefei, 230032, China
| | - Ran Chen
- School of Stomatology, Anhui Medical University , Hefei, 230032, China
| | - Wen-Hua Xu
- College & Hospital of Stomatology, Anhui Medical University, Key Lab. Of Oral Diseases Research of Anhui Province , Hefei, 230032, China
| | - Jun Hou
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Anhui Medical University , Hefei, 230032, China
| | - Tao Xu
- School of Pharmacy, Anhui Key Laboratory of Bioactivity of Natural Products, Anhui Medical University , Hefei, 230032, China.,Institute for Liver Diseases of Anhui Medical University, Anhui Medical University , Hefei, 230032, China
| | - Lei Zhang
- College & Hospital of Stomatology, Anhui Medical University, Key Lab. Of Oral Diseases Research of Anhui Province , Hefei, 230032, China.,Periodontal Department, Anhui Stomatology Hospital affiliated to Anhui Medical University , Hefei, 230032, China
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122
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Ørntoft MBW, Jensen SØ, Øgaard N, Henriksen TV, Ferm L, Christensen IJ, Reinert T, Larsen OH, Nielsen HJ, Andersen CL. Age-stratified reference intervals unlock the clinical potential of circulating cell-free DNA as a biomarker of poor outcome for healthy individuals and patients with colorectal cancer. Int J Cancer 2020; 148:1665-1675. [PMID: 33320961 PMCID: PMC7898909 DOI: 10.1002/ijc.33434] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 11/17/2020] [Accepted: 12/02/2020] [Indexed: 12/23/2022]
Abstract
Circulating cell-free DNA (cfDNA) has spurred much interest as a biomarker in oncology. However, inter- and intra-individual cfDNA levels vary greatly. Consequently, in order to base clinical decisions on cfDNA measurements, normal reference intervals are essential to avoid that ordinary variation is confused with clinically relevant change. The lack of reference intervals may potentially explain the ambiguous results reported in the field. Our study aimed to establish reference intervals and to evaluate the association between cfDNA and demographic and clinical variables, including colorectal cancer (CRC). Plasma samples and clinical data from 2817 subjects were collected including 1930 noncancer individuals and 887 CRC patients. cfDNA was measured using droplet digital polymerase chain reaction (PCR). The large cohort combined with robust cfDNA quantification enabled establishment of reference intervals (<67 years: 775-4860 copies/mL; ≥67 years: 807-6561 copies/mL). A cfDNA level above the age-stratified 90% percentile was prognostic of reduced survival in both noncancer individuals and CRC patients, with HR values of 2.56 and 2.01, respectively. Moreover, cfDNA levels increased significantly with age, elevated BMI and chronic diseases. In CRC, the cfDNA level was increased for Stage IV, but not Stage I to Stage III cancer. In summary, the use of reference intervals revealed that high cfDNA levels were predictive of shorter survival in both noncancer individuals and CRC patients, and that CRC development did not affect the cfDNA level until metastatic dissemination. Furthermore, cfDNA levels were impacted by age and chronic diseases. Conclusively, our study presents reference intervals that will help pave the way for clinical utilization of cfDNA.
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Affiliation(s)
- Mai-Britt Worm Ørntoft
- Department of Surgery, Herning Regional Hospital, Herning, Denmark.,Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Sarah Østrup Jensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Nadia Øgaard
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Tenna Vesterman Henriksen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Linnea Ferm
- Department of Surgical Gastroenterology, Hvidovre Hospital, Hvidovre, Denmark
| | | | - Thomas Reinert
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Ole Halfdan Larsen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Hans Jørgen Nielsen
- Department of Surgical Gastroenterology, Hvidovre Hospital, Hvidovre, Denmark.,Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Claus Lindbjerg Andersen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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Jaworski JJ, Morgan RD, Sivakumar S. Circulating Cell-Free Tumour DNA for Early Detection of Pancreatic Cancer. Cancers (Basel) 2020; 12:E3704. [PMID: 33317202 PMCID: PMC7763954 DOI: 10.3390/cancers12123704] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 12/04/2020] [Indexed: 01/11/2023] Open
Abstract
Pancreatic cancer is a lethal disease, with mortality rates negatively associated with the stage at which the disease is detected. Early detection is therefore critical to improving survival outcomes. A recent focus of research for early detection is the use of circulating cell-free tumour DNA (ctDNA). The detection of ctDNA offers potential as a relatively non-invasive method of diagnosing pancreatic cancer by using genetic sequencing technology to detect tumour-specific mutational signatures in blood samples before symptoms manifest. These technologies are limited by a number of factors that lower sensitivity and specificity, including low levels of detectable ctDNA in early stage disease and contamination with non-cancer circulating cell-free DNA. However, genetic and epigenetic analysis of ctDNA in combination with other standard diagnostic tests may improve early detection rates. In this review, we evaluate the genetic and epigenetic methods under investigation in diagnosing pancreatic cancer and provide a perspective for future developments.
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Affiliation(s)
- Jedrzej J. Jaworski
- MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge CB2 0QH, UK;
| | - Robert D. Morgan
- Department of Medical Oncology, Christie NHS Foundation Trust, Manchester M20 4BX, UK;
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Shivan Sivakumar
- Department of Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford OX3 7DQ, UK
- Department of Medical Oncology, Oxford University Hospitals NHS Foundation Trust, Oxford OX3 7LE, UK
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124
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Yuan Z, Wang X, Geng X, Li Y, Mu J, Tan F, Xue Q, Gao S, He J. Liquid biopsy for esophageal cancer: Is detection of circulating cell-free DNA as a biomarker feasible? Cancer Commun (Lond) 2020; 41:3-15. [PMID: 33264481 PMCID: PMC7819547 DOI: 10.1002/cac2.12118] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 08/19/2020] [Accepted: 11/19/2020] [Indexed: 12/25/2022] Open
Abstract
Esophageal cancer (EC) is a common cancer and is histopathologically classified into esophageal squamous cell carcinoma and esophageal adenocarcinoma. EC is a worldwide public health issue because of late diagnosis and lack of effective therapy. In contrast to standard tumor biopsies, liquid biopsies are emerging as a tool which is minimally invasive that can complement or even substitute more classical approaches. Specifically, cell-free DNA (cfDNA) has shown promise in cancer-related clinical applications. Indeed, cfDNA has been shown to be an effective circulating biomarker for non-invasive cancer diagnosis and monitoring of cancer patients. Although the clinical application of cfDNA has been reported on other cancers, few studies have evaluated its use in EC. Here, we review this relevant literature and discuss limitations and advantages of its application in the diagnosis and monitoring of EC.
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Affiliation(s)
- Zuyang Yuan
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Xinfeng Wang
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Xiao Geng
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Yin Li
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Juwei Mu
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Fengwei Tan
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Qi Xue
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Shugeng Gao
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
| | - Jie He
- Department of Thoracic SurgeryNational Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijing100021P. R. China
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Liquid Biomarkers for Pediatric Brain Tumors: Biological Features, Advantages and Perspectives. J Pers Med 2020; 10:jpm10040254. [PMID: 33260839 PMCID: PMC7711550 DOI: 10.3390/jpm10040254] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 11/16/2020] [Accepted: 11/24/2020] [Indexed: 12/14/2022] Open
Abstract
Tumors of the central nervous system are the most frequent solid tumor type and the major cause for cancer-related mortality in children and adolescents. These tumors are biologically highly heterogeneous and comprise various different entities. Molecular diagnostics are already well-established for pediatric brain tumors and have facilitated a more accurate patient stratification. The availability of targeted, biomarker-driven therapies has increased the necessity of longitudinal monitoring of molecular alterations within tumors for precision medicine-guided therapy. Nevertheless, diagnosis is still primarily based on analyses of the primary tumor and follow-up is usually performed by imaging techniques which lack important information on tumor biology possibly changing the course of the disease. To overcome this shortage of longitudinal information, liquid biopsy has emerged as a promising diagnostic tool representing a less-invasive source of biomarkers for tumor monitoring and therapeutic decision making. Novel ultrasensitive methods for detection of allele variants, genetic alterations with low abundance, have been developed and are promising tools for establishing and integrating liquid biopsy techniques into clinical routine. Pediatric brain tumors harbor multiple molecular alterations with the potential to be used as liquid biomarkers. Consequently, studies have already investigated different types of biomarker in diverse entities of pediatric brain tumors. However, there are still certain pitfalls until liquid biomarkers can be unleashed and implemented into routine clinical care. Within this review, we summarize current knowledge on liquid biopsy markers and technologies in pediatric brain tumors, their advantages and drawbacks, as well as future potential biomarkers and perspectives with respect to clinical implementation in patient care.
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126
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Exploration of cell-free DNA (cfDNA) recovery for touch deposits. Forensic Sci Int Genet 2020; 51:102431. [PMID: 33260058 DOI: 10.1016/j.fsigen.2020.102431] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 11/12/2020] [Accepted: 11/15/2020] [Indexed: 12/15/2022]
Abstract
Although touch deposit DNA is widely used in forensic casework, its cellular and acellular contents and their biological origins are poorly understood. There is evidence that the cell-free component of DNA deposited by handling may contribute substantial genetic information; however, most research into touch DNA recovery does not separate cellular and cell-free fractions or seek to characterize their contents. This work is an important early step in developing methods to isolate the cfDNA from biological material deposited by handling. Size-filtration as a separation technique was determined to be prone to DNA loss, even on optimized control samples of pure ladder DNA. Centrifugal separation was optimized to determine minimum speed and time required to reliably remove all cellular debris from the material collected by rinsing donor hands. To determine if the centrifugal force risked rupturing shed corneocyte cells and releasing cellular DNA into the supernatant, DNA levels were measured, and cells were visualized microscopically before and after centrifugation of hand rinses. Heated buccal cells were used as a positive control to demonstrate cell rupture would be detected with these methods. Following the determination of a suitable separation technique, an investigation into purification methods for cfDNA was conducted. DNA recovery using three kits for plasma cfDNA, one for PCR clean-up and one for genomic DNA were assessed on both ladder DNA to simulate cfDNA fragments and on collected hand deposit supernatants from both unwashed and washed hands. Purification methods designed for recovery of short DNA fragments from plasma yielded the highest recovery percentage across sample types, with BioChain cfPure performing the best. Donors' hands were shown to shed high levels of cfDNA, which were better recovered with a method for short fragments than with a traditional genomic technique often used on touch DNA samples.
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127
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Diao Z, Han Y, Chen Y, Zhang R, Li J. The clinical utility of microsatellite instability in colorectal cancer. Crit Rev Oncol Hematol 2020; 157:103171. [PMID: 33290824 DOI: 10.1016/j.critrevonc.2020.103171] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/17/2020] [Accepted: 11/05/2020] [Indexed: 02/07/2023] Open
Abstract
Microsatellite instability (MSI) became the spotlight after the US FDA' s approval of MSI as an indication of immunotherapy for cancer patients. Immunohistochemical detection of loss of MMR proteins and PCR amplification of specific microsatellite repeats are widely used in clinical practice. Next-generation sequencing is a promising tool for identifying MSI patients. Circulating tumour DNA provides a convenient alternative when tumour tissue is unavailable. MSI detection is an effective tool to screen for Lynch syndrome. Early-stage CRC patients with MSI generally have a better prognosis and a reduced response to chemotherapy; instead, they are more likely to respond to immunotherapy. In this review, we aimed to assess the clinical utility of MSI as a biomarker in CRC. We will provide an overview of the available methods for evaluation of the analytical validity of MSI detection and elaborate the evidence on the clinical validity of MSI in the management of CRC patients.
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Affiliation(s)
- Zhenli Diao
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, PR China; Peking University Fifth School of Clinical Medicine, Beijing Hospital, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, PR China
| | - Yanxi Han
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, PR China
| | - Yuqing Chen
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, PR China
| | - Rui Zhang
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing, PR China.
| | - Jinming Li
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, PR China.
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128
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Pös Z, Pös O, Styk J, Mocova A, Strieskova L, Budis J, Kadasi L, Radvanszky J, Szemes T. Technical and Methodological Aspects of Cell-Free Nucleic Acids Analyzes. Int J Mol Sci 2020; 21:ijms21228634. [PMID: 33207777 PMCID: PMC7697251 DOI: 10.3390/ijms21228634] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 11/12/2020] [Accepted: 11/13/2020] [Indexed: 02/07/2023] Open
Abstract
Analyzes of cell-free nucleic acids (cfNAs) have shown huge potential in many biomedical applications, gradually entering several fields of research and everyday clinical care. Many biological properties of cfNAs can be informative to gain deeper insights into the function of the organism, such as their different types (DNA, RNAs) and subtypes (gDNA, mtDNA, bacterial DNA, miRNAs, etc.), forms (naked or vesicle bound NAs), fragmentation profiles, sequence composition, epigenetic modifications, and many others. On the other hand, the workflows of their analyzes comprise many important steps, from sample collection, storage and transportation, through extraction and laboratory analysis, up to bioinformatic analyzes and statistical evaluations, where each of these steps has the potential to affect the outcome and informational value of the performed analyzes. There are, however, no universal or standard protocols on how to exactly proceed when analyzing different cfNAs for different applications, at least according to our best knowledge. We decided therefore to prepare an overview of the available literature and products commercialized for cfNAs processing, in an attempt to summarize the benefits and limitations of the currently available approaches, devices, consumables, and protocols, together with various factors influencing the workflow, its processes, and outcomes.
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Affiliation(s)
- Zuzana Pös
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
| | - Ondrej Pös
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
| | - Jakub Styk
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Faculty of Medicine, Institute of Medical Biology, Genetics and Clinical Genetics, 811 08 Bratislava, Slovakia
| | - Angelika Mocova
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
| | | | - Jaroslav Budis
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Slovak Center of Scientific and Technical Information, 811 04 Bratislava, Slovakia
| | - Ludevit Kadasi
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
| | - Jan Radvanszky
- Institute of Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, 845 05 Bratislava, Slovakia; (Z.P.); (A.M.); (L.K.)
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Correspondence: (J.R.); (T.S.); Tel.: +421-2-60296637 (J.R.); +421-2-9026-8807 (T.S.)
| | - Tomas Szemes
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, 841 04 Bratislava, Slovakia;
- Geneton Ltd., 841 04 Bratislava, Slovakia; (L.S.); (J.B.)
- Comenius University Science Park, Comenius University, 841 04 Bratislava, Slovakia;
- Correspondence: (J.R.); (T.S.); Tel.: +421-2-60296637 (J.R.); +421-2-9026-8807 (T.S.)
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129
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Jiang N, Zhou J, Zhang W, Li P, Liu Y, Shi H, Zhang C, Wang Y, Zhou C, Peng C, Zhang W, Hao Y, Sun Q, Li Y, Zhao X. RNF213 gene mutation in circulating tumor DNA detected by targeted next-generation sequencing in the assisted discrimination of early-stage lung cancer from pulmonary nodules. Thorac Cancer 2020; 12:181-193. [PMID: 33200540 PMCID: PMC7812078 DOI: 10.1111/1759-7714.13741] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 10/26/2020] [Accepted: 10/28/2020] [Indexed: 01/04/2023] Open
Abstract
Background To distinguish early‐stage lung cancer from benign disease in pulmonary nodules, especially lesions with ground‐glass opacity (GGO), we assessed gene mutations of ctDNA in peripheral blood using targeted next‐generation sequencing (NGS). Methods Single pulmonary nodule patients without mediastinal lymph nodes and symptoms that were hard to diagnose by chest CT and lung cancer biomarker measurement in multiple medical centers were enrolled into the study. All patients accepted minimally invasive surgery but refused preoperative biopsy. Gene mutations in preoperative blood samples were detected by targeted NGS. Mutations with significant differences between lung tumors and benign lesions, as grouped by postoperative pathology, were screened. Protein expression was determined by immunohistochemistry. Highly expressed genes were selected as biomarkers to verify the mutations in peripheral blood. Results In the training set, the RNF213, KMT2D, CSMD3 and LRP1B genes were mutated more frequently in early‐stage lung cancer (27 cases) than in benign nodules (15 cases) (P < 0.05). High expression of the RNF213 gene in lung cancers and low expression in benign diseases were seen by immunohistochemistry. The RNF213 gene was mutated in 25% of lung cancer samples in the validation set of 28 samples and showed high specificity (100%). In GGO patients, RNF213 was mutated more frequently in early‐stage lung cancer compared to benign diseases (P < 0.05). Conclusions RNF213 gene mutations were observed more frequently in early‐stage lung cancer, but not in benign nodules. Mutation of the RNF213 gene in peripheral blood may be a high specificity biomarker for the assisted early diagnosis of lung cancer in pulmonary nodules. Key points Significant findings of the study: In peripheral venous blood and tumor tissue, RNF213 gene mutated more frequently in lung cancer than benign pulmonary nodules. What this study adds: Detection mutation of the RNF213 gene in peripheral blood may be a high specificity method for the assisted early diagnosis of lung cancer in pulmonary nodules.
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Affiliation(s)
- Ning Jiang
- Department of Thoracic Surgery, The Second Hospital of Shandong University, Jinan, China.,Key Laboratory of Chest Cancer, Shandong University, Jinan, China
| | - Jie Zhou
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Wenhao Zhang
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Peichao Li
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yu Liu
- Department of Thoracic Surgery, The 960th Hospital of People's Liberation Army of China, Jinan, China
| | - Hubo Shi
- Department of Thoracic Surgery, Shandong Provincial Chest Hospital, Jinan, China
| | - Chengke Zhang
- Department of Thoracic Surgery, The Second Hospital of Shandong University, Jinan, China.,Key Laboratory of Chest Cancer, Shandong University, Jinan, China
| | - Yunshan Wang
- Department of Clinical Laboratory, The Second Hospital of Shandong University, Jinan, China
| | - Chengjun Zhou
- Pathology Department, The Second Hospital of Shandong University, Jinan, China
| | - Chuanliang Peng
- Department of Thoracic Surgery, The Second Hospital of Shandong University, Jinan, China.,Key Laboratory of Chest Cancer, Shandong University, Jinan, China
| | - Weiquan Zhang
- Department of Thoracic Surgery, The Second Hospital of Shandong University, Jinan, China.,Key Laboratory of Chest Cancer, Shandong University, Jinan, China
| | - Yingtao Hao
- Department of Thoracic Surgery, The Second Hospital of Shandong University, Jinan, China.,Key Laboratory of Chest Cancer, Shandong University, Jinan, China
| | - Qifeng Sun
- Department of Thoracic Surgery, Shandong Provincial Hospital, Jinan, China
| | - Yuliang Li
- Department of Interventional Medicine, The Second Hospital of Shandong University, Jinan, China.,Interventional Oncology Institute, Shandong University, Jinan, China
| | - Xiaogang Zhao
- Department of Thoracic Surgery, The Second Hospital of Shandong University, Jinan, China.,Key Laboratory of Chest Cancer, Shandong University, Jinan, China
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Cecchini MJ, Yi ES. Liquid biopsy is a valuable tool in the diagnosis and management of lung cancer. J Thorac Dis 2020; 12:7048-7056. [PMID: 33282410 PMCID: PMC7711358 DOI: 10.21037/jtd.2020.04.20] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Liquid biopsy refers to the use of various body fluids to test for circulating biological elements derived from the tumor. Liquid biopsy has taken on an increasingly important role in lung cancer diagnosis, molecular characterization, surveillance, monitoring, and determining mechanisms of resistance. These assays can utilize various sources of cell-free DNA (cfDNA) including blood, pleural fluid, urine, and others to detect tumor associated alterations. With the increasing power of next-generation sequencing technologies and the development of assays such as digital droplet PCR, rare tumor alleles can be detected in cfDNA to determine key characteristics of the tumor. Current assays, while effective, are still challenged by limited sensitivity and capacity to single genes or small panels of genes, though this is rapidly expanding. Nevertheless, testing of cfDNA has been shown to be valuable in detecting resistance to targeted inhibitors, particularly for detection of T790M in EGFR and monitoring response to therapy. With the continued development of more powerful and sensitive assays, these techniques will empower clinicians to better characterize early stage disease and can be used in the screening of high-risk patients, which may eliminate the requirement for tissue diagnosis in some settings. That said, since the majority of these alterations are not specific to lung cancer, there will continue to be a need for tissue in at least the initial diagnosis. Used in conjugation with tissue sampling, these assays will assist the treating clinician and the pathologist to better characterize individual tumors, even in the setting of limited tissue.
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Affiliation(s)
- Matthew J Cecchini
- Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, MN, USA
| | - Eunhee S Yi
- Department of Laboratory Medicine and Pathology, Mayo Clinic Rochester, Rochester, MN, USA
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131
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Gobbini E, Swalduz A, Giaj Levra M, Ortiz-Cuaran S, Toffart AC, Pérol M, Moro-Sibilot D, Saintigny P. Implementing ctDNA Analysis in the Clinic: Challenges and Opportunities in Non-Small Cell Lung Cancer. Cancers (Basel) 2020; 12:E3112. [PMID: 33114393 PMCID: PMC7693855 DOI: 10.3390/cancers12113112] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 10/21/2020] [Accepted: 10/21/2020] [Indexed: 12/14/2022] Open
Abstract
Tumor genomic profiling has a dramatic impact on the selection of targeted treatment and for the identification of resistance mechanisms at the time of progression. Solid tissue biopsies are sometimes challenging, and liquid biopsies are used as a non-invasive alternative when tissue is limiting. The clinical relevance of tumor genotyping through analysis of ctDNA is now widely recognized at all steps of the clinical evaluation process in metastatic non-small cell lung cancer (NSCLC) patients. ctDNA analysis through liquid biopsy has recently gained increasing attention as well in the management of early and locally advanced, not oncogene-addicted, NSCLC. Its potential applications in early disease detection and the response evaluation to radical treatments are promising. The aim of this review is to summarize the landscape of liquid biopsies in clinical practice and also to provide an overview of the potential perspectives of development focusing on early detection and screening, the assessment of minimal residual disease, and its potential role in predicting response to immunotherapy. In addition to available studies demonstrating the clinical relevance of liquid biopsies, there is a need for standardization and well-designed clinical trials to demonstrate its clinical utility.
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Affiliation(s)
- Elisa Gobbini
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
- Univ Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France; (S.O.-C.)
| | - Aurélie Swalduz
- Department of Medical Oncology, Centre Léon Bérard, 69373 Lyon, France; (A.S.); (M.P.)
| | - Matteo Giaj Levra
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
| | - Sandra Ortiz-Cuaran
- Univ Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France; (S.O.-C.)
| | - Anne-Claire Toffart
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
| | - Maurice Pérol
- Department of Medical Oncology, Centre Léon Bérard, 69373 Lyon, France; (A.S.); (M.P.)
| | - Denis Moro-Sibilot
- Thoracic Oncology Unit, CHU Grenoble-Alpes, 38700 Grenoble, France or (E.G.); (M.G.L.); (A.-C.T.); (D.M.-S.)
| | - Pierre Saintigny
- Univ Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Centre de Recherche en Cancérologie de Lyon, 69373 Lyon, France; (S.O.-C.)
- Department of Medical Oncology, Centre Léon Bérard, 69373 Lyon, France; (A.S.); (M.P.)
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132
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Pellini B, Szymanski J, Chin RI, Jones PA, Chaudhuri AA. Liquid Biopsies Using Circulating Tumor DNA in Non-Small Cell Lung Cancer. Thorac Surg Clin 2020; 30:165-177. [PMID: 32327175 DOI: 10.1016/j.thorsurg.2020.01.005] [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: 12/25/2022]
Abstract
Liquid biopsies for the diagnosis and treatment of lung cancer have developed rapidly, driven primarily by technical advances in sensitivity to detect circulating tumor DNA (ctDNA). Still, technical limitations such as the challenge of detecting low-level ctDNA variants and distinguishing tumor-related variants from clonal hematopoiesis remain. With further technical advancements, new applications for ctDNA analysis are emerging including detection of post-treatment molecular residual disease (MRD), clinical trial selection, and early cancer detection. This chapter reviews the current state of ctDNA testing in NSCLC, the underlying technological advances enabling ctDNA detection, and the potential to expand ctDNA analysis to new applications.
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Affiliation(s)
- Bruna Pellini
- Department of Medicine, Division of Oncology, Washington University School of Medicine, Division of Oncology Campus Box 8056, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Jeffrey Szymanski
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Re-I Chin
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Paul A Jones
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA
| | - Aadel A Chaudhuri
- Department of Radiation Oncology, Division of Cancer Biology, Washington University School of Medicine, Radiation Oncology Campus Box 8224, 660 South Euclid Avenue, St Louis, MO 63110, USA.
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133
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Koo B, Jun E, Liu H, Kim EJ, Park YY, Lim SB, Kim SC, Shin Y. A biocomposite-based rapid sampling assay for circulating cell-free DNA in liquid biopsy samples from human cancers. Sci Rep 2020; 10:14932. [PMID: 32913285 PMCID: PMC7484795 DOI: 10.1038/s41598-020-72163-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Accepted: 08/12/2020] [Indexed: 12/18/2022] Open
Abstract
Cell-free nucleic acids (cfNAs) in liquid biopsy samples are emerging as important biomarkers for cancer diagnosis and monitoring, and for predicting treatment outcomes. Many cfNA isolation methods have been developed recently. However, most of these techniques are time-consuming, complex, require large equipment, and yield low-purity cfNAs because the genetic background of normal cells is amplified during cell lysis, which limits their clinical application. Here, we report a rapid and simple cfNA sampling platform that can overcome the limitations of conventional methods. We synthesised a biocomposite by combining amine-modified diatomaceous earth (DE) and cucurbituril (CB). The biocomposite platform showed high capture efficiency (86.78-90.26%) with genomic DNA and amplified DNA products (777, 525 and 150 bp). The biocomposite platform allowed the isolation of high purity and quantity cfDNAs from the plasma of 13 cancer patients (three colorectal cancer and ten pancreatic cancer samples) without requiring a lysis step or special equipment. The biocomposite platform may be useful to isolate cfNAs for the diagnosis and treatment of cancers in clinical applications.
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Affiliation(s)
- Bonhan Koo
- Department of Convergence Medicine, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Biomedical Engineering Research Center, Asan Medical Center, Asan Institute of Life Science, Seoul, Republic of Korea
| | - Eunsung Jun
- Department of Convergence Medicine, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Huifang Liu
- Department of Convergence Medicine, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Biomedical Engineering Research Center, Asan Medical Center, Asan Institute of Life Science, Seoul, Republic of Korea
| | - Eo Jin Kim
- Department of Convergence Medicine, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Yun-Yong Park
- Department of Convergence Medicine, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seok-Byung Lim
- Division of Colon and Rectal Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Song Cheol Kim
- Biomedical Engineering Research Center, Asan Medical Center, Asan Institute of Life Science, Seoul, Republic of Korea.
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea.
| | - Yong Shin
- Department of Convergence Medicine, Asan Medical Center, Asan Medical Institute of Convergence Science and Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea.
- Biomedical Engineering Research Center, Asan Medical Center, Asan Institute of Life Science, Seoul, Republic of Korea.
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Ware SA, Desai N, Lopez M, Leach D, Zhang Y, Giordano L, Nouraie M, Picard M, Kaufman BA. An automated, high-throughput methodology optimized for quantitative cell-free mitochondrial and nuclear DNA isolation from plasma. J Biol Chem 2020; 295:15677-15691. [PMID: 32900851 DOI: 10.1074/jbc.ra120.015237] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 09/03/2020] [Indexed: 02/06/2023] Open
Abstract
Progress in the study of circulating, cell-free nuclear DNA (ccf-nDNA) in cancer detection has led to the development of noninvasive clinical diagnostic tests and has accelerated the evaluation of ccf-nDNA abundance as a disease biomarker. Likewise, circulating, cell-free mitochondrial DNA (ccf-mtDNA) is under similar investigation. However, optimal ccf-mtDNA isolation parameters have not been established, and inconsistent protocols for ccf-nDNA collection, storage, and analysis have hindered its clinical utility. Until now, no studies have established a method for high-throughput isolation that considers both ccf-nDNA and ccf-mtDNA. We initially optimized human plasma digestion and extraction conditions for maximal recovery of these DNAs using a magnetic bead-based isolation method. However, when we incorporated this method onto a high-throughput platform, initial experiments found that DNA isolated from identical human plasma samples displayed plate edge effects resulting in low ccf-mtDNA reproducibility, whereas ccf-nDNA was less affected. Therefore, we developed a detailed protocol optimized for both ccf-mtDNA and ccf-nDNA recovery that uses a magnetic bead-based isolation process on an automated 96-well platform. Overall, we calculate an improved efficiency of recovery of ∼95-fold for ccf-mtDNA and 20-fold for ccf-nDNA when compared with the initial procedure. Digestion conditions, liquid-handling characteristics, and magnetic particle processor programming all contributed to increased recovery without detectable positional effects. To our knowledge, this is the first high-throughput approach optimized for ccf-mtDNA and ccf-nDNA recovery and serves as an important starting point for clinical studies.
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Affiliation(s)
- Sarah A Ware
- Center for Metabolism and Mitochondrial Medicine, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Nikita Desai
- Center for Metabolism and Mitochondrial Medicine, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Mabel Lopez
- Center for Metabolism and Mitochondrial Medicine, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Daniel Leach
- Optimize Laboratory Consultants, LLC, Lansdale, Pennsylvania, USA
| | - Yingze Zhang
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Luca Giordano
- Center for Metabolism and Mitochondrial Medicine, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Mehdi Nouraie
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Martin Picard
- Division of Behavioral Medicine, Departments of Psychiatry and Neurology, Columbia University Irving Medical Center, New York, New York, USA
| | - Brett A Kaufman
- Center for Metabolism and Mitochondrial Medicine, Division of Cardiology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
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Tanos R, Tosato G, Otandault A, Al Amir Dache Z, Pique Lasorsa L, Tousch G, El Messaoudi S, Meddeb R, Diab Assaf M, Ychou M, Du Manoir S, Pezet D, Gagnière J, Colombo P, Jacot W, Assénat E, Dupuy M, Adenis A, Mazard T, Mollevi C, Sayagués JM, Colinge J, Thierry AR. Machine Learning-Assisted Evaluation of Circulating DNA Quantitative Analysis for Cancer Screening. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2020; 7:2000486. [PMID: 32999827 PMCID: PMC7509651 DOI: 10.1002/advs.202000486] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 05/30/2020] [Indexed: 05/24/2023]
Abstract
While the utility of circulating cell-free DNA (cfDNA) in cancer screening and early detection have recently been investigated by testing genetic and epigenetic alterations, here, an original approach by examining cfDNA quantitative and structural features is developed. First, the potential of cfDNA quantitative and structural parameters is independently demonstrated in cell culture, murine, and human plasma models. Subsequently, these variables are evaluated in a large retrospective cohort of 289 healthy individuals and 983 patients with various cancer types; after age resampling, this evaluation is done independently and the variables are combined using a machine learning approach. Implementation of a decision tree prediction model for the detection and classification of healthy and cancer patients shows unprecedented performance for 0, I, and II colorectal cancer stages (specificity, 0.89 and sensitivity, 0.72). Consequently, the methodological proof of concept of using both quantitative and structural biomarkers, and classification with a machine learning method are highlighted, as an efficient strategy for cancer screening. It is foreseen that the classification rate may even be improved by the addition of such biomarkers to fragmentomics, methylation, or the detection of genetic alterations. The optimization of such a multianalyte strategy with this machine learning method is therefore warranted.
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136
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Bruno DCF, Donatti A, Martin M, Almeida VS, Geraldis JC, Oliveira FS, Dogini DB, Lopes-Cendes I. Circulating nucleic acids in the plasma and serum as potential biomarkers in neurological disorders. ACTA ACUST UNITED AC 2020; 53:e9881. [PMID: 32813850 PMCID: PMC7446710 DOI: 10.1590/1414-431x20209881] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Accepted: 06/12/2020] [Indexed: 12/12/2022]
Abstract
Neurological diseases are responsible for approximately 6.8 million deaths every year. They affect up to 1 billion people worldwide and cause significant disability and reduced quality of life. In most neurological disorders, the diagnosis can be challenging; it frequently requires long-term investigation. Thus, the discovery of better diagnostic methods to help in the accurate and fast diagnosis of neurological disorders is crucial. Circulating nucleic acids (CNAs) are defined as any type of DNA or RNA that is present in body biofluids. They can be found within extracellular vesicles or as cell-free DNA and RNA. Currently, CNAs are being explored as potential biomarkers for diseases because they can be obtained using non-invasive methods and may reflect unique characteristics of the biological processes involved in several diseases. CNAs can be especially useful as biomarkers for conditions that involve organs or structures that are difficult to assess, such as the central nervous system. This review presents a critical assessment of the most current literature about the use of plasma and serum CNAs as biomarkers for several aspects of neurological disorders: defining a diagnosis, establishing a prognosis, and monitoring the disease progression and response to therapy. We explored the biological origin, types, and general mechanisms involved in the generation of CNAs in physiological and pathological processes, with specific attention to neurological disorders. In addition, we present some of the future applications of CNAs as non-invasive biomarkers for these diseases.
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Affiliation(s)
- D C F Bruno
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - A Donatti
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - M Martin
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - V S Almeida
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - J C Geraldis
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - F S Oliveira
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - D B Dogini
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - I Lopes-Cendes
- Departamento de Genética Médica e Medicina Genômica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, SP, Brasil
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Ponti G, Maccaferri M, Percesepe A, Tomasi A, Ozben T. Liquid biopsy with cell free DNA: new horizons for prostate cancer. Crit Rev Clin Lab Sci 2020; 58:60-76. [PMID: 32805148 DOI: 10.1080/10408363.2020.1803789] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Although prostate cancer (PCa) is one of the most common tumors in European males, the only minimally invasive diagnostic tool in PCa setup is the determination of PSA in serum. Cell-free DNA (cfDNA) has been demonstrated to be helpful for PCa diagnosis but has not yet been integrated into the clinical setting. This review aims to provide a systematic update of cfDNA and its fragmentation patterns in PCa reported in literature published over the last twenty years. Due to the high variability of the scientific methods adopted and a lack of standardized median cfDNA levels, results fluctuate across different studies. These differences may be due to the cfDNA source, the quantification method, or the fragmentation pattern. Blood plasma is the most frequently analyzed biological fluid, but seminal plasma has been reported to contain higher cfDNA concentration due to its vicinity to the tumor origin. CfDNA has been shown to be composed of single-stranded (ssDNA) and double-stranded DNA (dsDNA), so the total cfDNA concentration should be preferred as it corresponds best to the tumor mass. Fluorometry and capillary electrophoresis (CE) may be quick and cost-effective tools for cfDNA assessment in a clinical setting. The greatest future challenge is the elaboration of common guidelines and standardized procedures for diagnostic laboratories performing cfDNA analysis. A multiparametric approach combining the analysis of total cfDNA (both ssDNA and dsDNA), cfDNA fragment length, and specific genetic mutations (ctDNA assessment) is required for optimal future applications of liquid biopsy.
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Affiliation(s)
- Giovanni Ponti
- Division of Clinical Pathology, Department of Surgical, Medical, Dental and Morphological Sciences with Interest in Transplant, Oncological and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Monia Maccaferri
- Dermatology Unit, Azienda Ospedaliero-Universitaria of Modena, Modena, Italy
| | - Antonio Percesepe
- Medical Genetics Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Aldo Tomasi
- Division of Clinical Pathology, Department of Surgical, Medical, Dental and Morphological Sciences with Interest in Transplant, Oncological and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Tomris Ozben
- Faculty of Medicine, Department of Clinical Biochemistry, Akdeniz University, Antalya, Turkey
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Yang SR, Schultheis AM, Yu H, Mandelker D, Ladanyi M, Büttner R. Precision medicine in non-small cell lung cancer: Current applications and future directions. Semin Cancer Biol 2020; 84:184-198. [PMID: 32730814 DOI: 10.1016/j.semcancer.2020.07.009] [Citation(s) in RCA: 121] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 06/24/2020] [Accepted: 07/13/2020] [Indexed: 12/24/2022]
Abstract
Advances in biomarkers, targeted therapies, and immuno-oncology have transformed the clinical management of patients with advanced NSCLC. For oncogene-driven tumors, there are highly effective targeted therapies against EGFR, ALK, ROS1, BRAF, TRK, RET, and MET. In addition, investigational therapies for KRAS, NRG1, and HER2 have shown promising results and may become standard-of-care in the near future. In parallel, immune-checkpoint therapy has emerged as an indispensable treatment modality, especially for patients lacking actionable oncogenic drivers. While PD-L1 expression has shown modest predictive utility, biomarkers for immune-checkpoint inhibition in NSCLC have remained elusive and represent an area of active investigation. Given the growing importance of biomarkers, optimal utilization of small tissue biopsies and alternative genotyping methods using circulating cell-free DNA have become increasingly integrated into clinical practice. In this review, we will summarize the current landscape and emerging trends in precision medicine for patients with advanced NSCLC with a special focus on predictive biomarker testing.
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Affiliation(s)
- Soo-Ryum Yang
- Memorial Sloan Kettering Cancer Center, Department of Pathology, United States
| | | | - Helena Yu
- Memorial Sloan Kettering Cancer Center, Department of Medicine, United States
| | - Diana Mandelker
- Memorial Sloan Kettering Cancer Center, Department of Pathology, United States
| | - Marc Ladanyi
- Memorial Sloan Kettering Cancer Center, Department of Pathology, United States
| | - Reinhard Büttner
- University Hospital of Cologne, Department of Pathology, Germany.
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139
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Lampignano R, Neumann MHD, Weber S, Kloten V, Herdean A, Voss T, Groelz D, Babayan A, Tibbesma M, Schlumpberger M, Chemi F, Rothwell DG, Wikman H, Galizzi JP, Riise Bergheim I, Russnes H, Mussolin B, Bonin S, Voigt C, Musa H, Pinzani P, Lianidou E, Brady G, Speicher MR, Pantel K, Betsou F, Schuuring E, Kubista M, Ammerlaan W, Sprenger-Haussels M, Schlange T, Heitzer E. Multicenter Evaluation of Circulating Cell-Free DNA Extraction and Downstream Analyses for the Development of Standardized (Pre)analytical Work Flows. Clin Chem 2020; 66:149-160. [PMID: 31628139 DOI: 10.1373/clinchem.2019.306837] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/05/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND In cancer patients, circulating cell-free DNA (ccfDNA) can contain tumor-derived DNA (ctDNA), which enables noninvasive diagnosis, real-time monitoring, and treatment susceptibility testing. However, ctDNA fractions are highly variable, which challenges downstream applications. Therefore, established preanalytical work flows in combination with cost-efficient and reproducible reference materials for ccfDNA analyses are crucial for analytical validity and subsequently for clinical decision-making. METHODS We describe the efforts of the Innovative Medicines Initiative consortium CANCER-ID (http://www.cancer-id.eu) for comparing different technologies for ccfDNA purification, quantification, and characterization in a multicenter setting. To this end, in-house generated mononucleosomal DNA (mnDNA) from lung cancer cell lines carrying known TP53 mutations was spiked in pools of plasma from healthy donors generated from 2 different blood collection tubes (BCTs). ccfDNA extraction was performed at 15 partner sites according to their respective routine practice. Downstream analysis of ccfDNA with respect to recovery, integrity, and mutation analysis was performed centralized at 4 different sites. RESULTS We demonstrate suitability of mnDNA as a surrogate for ccfDNA as a process quality control from nucleic acid extraction to mutation detection. Although automated extraction protocols and quantitative PCR-based quantification methods yielded the most consistent and precise results, some kits preferentially recovered spiked mnDNA over endogenous ccfDNA. Mutated TP53 fragments derived from mnDNA were consistently detected using both next-generation sequencing-based deep sequencing and droplet digital PCR independently of BCT. CONCLUSIONS This comprehensive multicenter comparison of ccfDNA preanalytical and analytical work flows is an important contribution to establishing evidence-based guidelines for clinically feasible (pre)analytical work flows.
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Affiliation(s)
| | | | - Sabrina Weber
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria.,Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Graz, Austria
| | - Vera Kloten
- Bayer AG, Biomarker Research, Wuppertal, Germany
| | | | | | | | - Anna Babayan
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marco Tibbesma
- University of Groningen, University Medical Center of Groningen, Groningen, the Netherlands
| | | | - Francesca Chemi
- CR-UK Manchester Institute, University of Manchester, Manchester, UK
| | | | - Harriet Wikman
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Inger Riise Bergheim
- Department of Cancer Genetics, Institute of Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Hege Russnes
- Department of Cancer Genetics, Institute of Cancer Research, Oslo University Hospital, Oslo, Norway
| | | | - Serena Bonin
- University of Trieste, DSM-Cattinara Hospital, Trieste, Italy
| | | | - Hanny Musa
- Boehringer-Ingelheim, Ingelheim am Rhein, Germany
| | | | | | - Ged Brady
- CR-UK Manchester Institute, University of Manchester, Manchester, UK
| | - Michael R Speicher
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria
| | - Klaus Pantel
- University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Fay Betsou
- Integrated BioBank of Luxembourg, Dudelange, Luxembourg
| | - Ed Schuuring
- University of Groningen, University Medical Center of Groningen, Groningen, the Netherlands
| | | | - Wim Ammerlaan
- Integrated BioBank of Luxembourg, Dudelange, Luxembourg
| | | | | | - Ellen Heitzer
- Institute of Human Genetics, Diagnostic and Research Center for Molecular BioMedicine, Medical University of Graz, Graz, Austria.,Christian Doppler Laboratory for Liquid Biopsies for Early Detection of Cancer, Graz, Austria
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140
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Rescue of Non-Informative Circulating Tumor DNA to Monitor the Mutational Landscape in NSCLC. Cancers (Basel) 2020; 12:cancers12071917. [PMID: 32708545 PMCID: PMC7409026 DOI: 10.3390/cancers12071917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/10/2020] [Accepted: 07/14/2020] [Indexed: 11/17/2022] Open
Abstract
In non-small cell lung cancer (NSCLC) the usage of plasma-derived circulating tumor DNA (ctDNA) have come into focus to obtain a comprehensive genetic profile of a given lung cancer. Despite the usage of specific sampling tubes, archived plasma samples as well as inappropriately treated blood samples still cause a loss of information due to cell lysis and contamination with cellular DNA. Our aim was to establish a reliable protocol to rescue ctDNA from such non-informative samples to monitor the mutational landscape in NSCLC. As a proof-of-concept study we used archived plasma samples derived from whole blood EDTA samples of 51 patients suffering from NSCLC. Analysis of the isolated plasma DNA determined only a small fraction of ctDNA in a range of 90-250 bp. By applying a specific purification procedure, we were able to increase the informative ctDNA content and improve in a cohort of 42 patients the detection of driver mutations from 32% to 79% of the mutations found in tissue biopsies. Thus, we present here an easy to perform, time and cost effective procedure to rescue non-informative ctDNA samples, which is sufficient to detect oncogenic mutations in NGS approaches and is therefore a valuable technical improvement for laboratories handling liquid biopsy samples.
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141
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Shmarina GV, Ershova ES, Simashkova NV, Nikitina SG, Chudakova JM, Veiko NN, Porokhovnik LN, Basova AY, Shaposhnikova AF, Pukhalskaya DA, Pisarev VM, Korovina NJ, Gorbachevskaya NL, Dolgikh OA, Bogush M, Kutsev SI, Kostyuk SV. Oxidized cell-free DNA as a stress-signaling factor activating the chronic inflammatory process in patients with autism spectrum disorders. J Neuroinflammation 2020; 17:212. [PMID: 32677958 PMCID: PMC7364812 DOI: 10.1186/s12974-020-01881-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 06/25/2020] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Autism spectrum disorders (ASD) are known to be associated with an inflammatory process related to immune system dysfunction. This study's aim was to investigate the role of cell-free DNA in chronic inflammatory process in ASD patients. METHODS The study included 133 ASD patients and 27 healthy controls. Sixty-two ASD patients were demonstrated to have mild-to-moderate disease severity (group I) and 71 individuals to have severe ASD (group II). Plasma cell-free (cf) DNA characteristics, plasma cytokine concentrations, expression of the genes for NFкB1 transcription factor and pro-inflammatory cytokines TNFα, IL-1β and IL-8 in peripheral blood lymphocytes (PBL) of ASD patients, and unaffected controls were investigated. Additionally, in vitro experiments with oxidized DNA supplementation to PBL cultures derived from ASD patients and healthy controls were performed. RESULTS The data indicates that ASD patients have demonstrated increased cfDNA concentration in their circulation. cfDNA of patients with severe ASD has been characterized by a high abundance of oxidative modification. Furthermore, ASD patients of both groups have shown elevated plasma cytokine (IL-1β, IL-8, IL-17A) levels and heightened expression of genes for NFкB1 nuclear factor and pro-inflammatory cytokines TNFα, IL-1β, and IL-8 in PBL. In vitro experiments have shown that NF-κB/cytokine mRNA expression profiles of ASD patient PBL treated with oxidized DNA fragments were significantly different from those of healthy controls. CONCLUSIONS It may be proposed that oxidized cfDNA plays a role of stress-signaling factor activating the chronic inflammatory process in patients with ASD.
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Affiliation(s)
- Galina V Shmarina
- Research Centre for Medical Genetics, Moscow, Russia.
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia.
- G.N. Gabrichevsky Institute of Epidemiology and Microbiology, Moscow, Russia.
| | - Elizaveta S Ershova
- Research Centre for Medical Genetics, Moscow, Russia
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | | | | | | | | | | | - Anna Y Basova
- G.E. Sukhareva Scientific-Practical Centre for Mental Health of Children and Adolescents, Moscow, Russia
| | - Antonina F Shaposhnikova
- G.E. Sukhareva Scientific-Practical Centre for Mental Health of Children and Adolescents, Moscow, Russia
| | | | - Vladimir M Pisarev
- V. A. Negovsky Research Institute of General Reanimatology, Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow, Russia
| | - Natalia J Korovina
- G.E. Sukhareva Scientific-Practical Centre for Mental Health of Children and Adolescents, Moscow, Russia
| | - Natalia L Gorbachevskaya
- G.E. Sukhareva Scientific-Practical Centre for Mental Health of Children and Adolescents, Moscow, Russia
| | | | - Marina Bogush
- Rowan University Biological Sciences Department, Science Hall, Glassboro, NJ, USA
| | | | - Svetlana V Kostyuk
- Research Centre for Medical Genetics, Moscow, Russia
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
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Lefèvre AC, Kronborg C, Sørensen BS, Krag SRP, Serup-Hansen E, Spindler KLG. Measurement of circulating free DNA in squamous cell carcinoma of the anus and relation to risk factors and recurrence. Radiother Oncol 2020; 150:211-216. [PMID: 32622778 DOI: 10.1016/j.radonc.2020.06.045] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 06/26/2020] [Accepted: 06/27/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Measuring circulating-free-deoxyribonucleic-acid (cfDNA) has created a new framework for personalized treatment in oncology. The aim of this study was to analyze the relation between cfDNA and risk factors and outcome in squamous cell carcinoma of the anus (SCCA). METHODS Patients treated with radiotherapy for localized SCCA were included in Aarhus, Denmark from 2016 to 2019. Serum samples from baseline, during and after therapy, were measured for the level of cfDNA in copies per mL by a direct fluorescent assay. RESULTS Eighty patients were included. Samples were available at baseline (n = 73) mid-therapy (n = 74), end-therapy (n = 67) and one-year follow-up (1Y) (n = 29). P16-positivity was found in 89% (n = 55). The median level of cfDNA was higher for P16 negative tumors (1.48) compared with the P16 positive tumors (0.90, P = 0.04). Data showed a correlation between baseline cfDNA levels and Gross Tumor Volume (R2 = 0.13, P < 0.01), and increasing levels with increasing T-stage (T1 = 0.80, T2 = 0.94, T3 = 1.11, T4 = 1.3). Higher cfDNA levels were observed in patients with poor performance status (P < 0.01). The cfDNA level decreased from baseline to mid-therapy (0.92-0.78, P < 0.01) and from baseline to 1Y (0.92-0.71, P < 0.01). Baseline levels for patients with treatment failure (n = 8) were above the 25th percentile (p = 0.05) which translates into difference in disease free survival. CONCLUSION Results indicate an association between baseline cfDNA levels and risk factors in SCCA and a low baseline level correlates to lower risk of treatment failure. Findings contribute with new knowledge of the biological role of cfDNA in SCCA and holds potential knowledge for personalized treatment of SCCA.
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Affiliation(s)
| | - Camilla Kronborg
- Department of Oncology, Aarhus University Hospital, Denmark; Danish Centre for Particle Therapy, Denmark
| | | | | | | | - Karen-Lise Garm Spindler
- Experimental Clinical Oncology, Aarhus University Hospital, Denmark; Department of Oncology, Aarhus University Hospital, Denmark
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Delmonico L, Alves G, Bines J. Cell free DNA biology and its involvement in breast carcinogenesis. Adv Clin Chem 2020; 97:171-223. [PMID: 32448434 DOI: 10.1016/bs.acc.2019.12.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Liquid biopsy represents a procedure for minimally invasive analysis of non-solid tissue, blood and other body fluids. It comprises a set of analytes that includes circulating tumor cells (CTCs) and circulating free DNA (cfDNA), RNA, long noncoding RNA (lncRNA) and micro RNA (miRNA), as well as extracellular vesicles. These novel analytes represent an alternative tool to complement diagnosis and monitor and predict response to treatment of the tumoral process and may be used for other disease processes such viral and parasitic infection. This review focuses on the biologic and molecular characteristics of cfDNA in general and the molecular changes (mutational and epigenetic) proven useful in oncologic practice for diagnosis, monitoring and treatment of breast cancer specifically.
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Affiliation(s)
- Lucas Delmonico
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Brazil.
| | - Gilda Alves
- Laboratório de Marcadores Circulantes, Faculdade de Ciências Médicas, Universidade do Estado do Rio de Janeiro (UERJ), Rio de Janeiro, Brazil
| | - José Bines
- Instituto Nacional de Câncer (INCA-HCIII), Rio de Janeiro, Brazil
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Durant TJS, Gong G, Price N, Schulz WL. Bridging the Collaboration Gap: Real-time Identification of Clinical Specimens for Biomedical Research. J Pathol Inform 2020; 11:14. [PMID: 32477620 PMCID: PMC7245342 DOI: 10.4103/jpi.jpi_15_20] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 03/17/2020] [Accepted: 03/30/2020] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Biomedical and translational research often relies on the evaluation of patients or specimens that meet specific clinical or laboratory criteria. The typical approach used to identify biospecimens is a manual, retrospective process that exists outside the clinical workflow. This often makes biospecimen collection cost prohibitive and prevents the collection of analytes with short stability times. Emerging data architectures offer novel approaches to enhance specimen-identification practices. To this end, we present a new tool that can be deployed in a real-time environment to automate the identification and notification of available biospecimens for biomedical research. METHODS Real-time clinical and laboratory data from Cloverleaf (Infor, NY, NY) were acquired within our computational health platform, which is built on open-source applications. Study-specific filters were developed in NiFi (Apache Software Foundation, Wakefield, MA, USA) to identify the study-appropriate specimens in real time. Specimen metadata were stored in Elasticsearch (Elastic N. V., Mountain View, CA, USA) for visualization and automated alerting. RESULTS Between June 2018 and December 2018, we identified 2992 unique specimens belonging to 2815 unique patients, split between two different use cases. Based on laboratory policy for specimen retention and study-specific stability requirements, secure E-mail notifications were sent to investigators to automatically notify of availability. The assessment of throughput on commodity hardware demonstrates the ability to scale to approximately 2000 results per second. CONCLUSION This work demonstrates that real-world clinical data can be analyzed in real time to increase the efficiency of biospecimen identification with minimal overhead for the clinical laboratory. Future work will integrate additional data types, including the analysis of unstructured data, to enable more complex cases and biospecimen identification.
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Affiliation(s)
- Thomas J. S. Durant
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT, USA
| | - Guannan Gong
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT, USA
- Interdepartmental Program in Computational Biology and Bioinformatics, Yale University School of Medicine, New Haven, CT, USA
| | - Nathan Price
- Department of Information Technology, Yale New Haven Health, New Haven, CT, USA
| | - Wade L. Schulz
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT, USA
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145
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Stastny I, Zubor P, Kajo K, Kubatka P, Golubnitschaja O, Dankova Z. Aberrantly Methylated cfDNA in Body Fluids as a Promising Diagnostic Tool for Early Detection of Breast Cancer. Clin Breast Cancer 2020; 20:e711-e722. [PMID: 32792225 DOI: 10.1016/j.clbc.2020.05.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 03/29/2020] [Accepted: 05/11/2020] [Indexed: 12/24/2022]
Abstract
Breast malignancies are the leading type of cancer among women. Its prevention and early detection, particularly in young women, remains challenging. To this end, cell-free DNA (cfDNA) detected in body fluids demonstrates great potential for early detection of tissue transformation and altered molecular setup, such as epigenetic profiles. Aberrantly methylated cfDNA in body fluids could therefore serve as a potential diagnostic and prognostic tool in breast cancer management. Abnormal methylation may lead to both an activation of oncogenes via hypomethylation and an inactivation of tumor suppressor genes by hypermethylation. We update the state of the art in the area of aberrant cfDNA methylation analyses as a diagnostic and prognostic tool in breast cancer, report on the main technological challenges, and provide an outlook for advancing the overall management of breast malignancies based on cfDNA as a target for diagnosis and tailored therapies.
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Affiliation(s)
- Igor Stastny
- Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic; Department of Obstetrics and Gynaecology, Martin University Hospital and Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic.
| | - Pavol Zubor
- Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic; Department of Gynecologic Oncology, The Norwegian Radium Hospital, Oslo University Hospital, 0379 Oslo, Norway
| | - Karol Kajo
- Department of Pathology, St Elizabeth Cancer Institute Hospital, Bratislava, Slovak Republic; Biomedical Research Centre, Slovak Academy of Sciences, Bratislava, Slovak Republic
| | - Peter Kubatka
- Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic; Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, Martin, Slovak Republic
| | - Olga Golubnitschaja
- Radiological Hospital, Rheinische, Excellence University of Bonn, Bonn, Germany; Breast Cancer Research Centre, Rheinische, Excellence University of Bonn, Bonn, Germany; Centre for Integrated Oncology, Cologne-Bonn, Excellence University of Bonn, Bonn, Germany
| | - Zuzana Dankova
- Biomedical Center Martin, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovak Republic
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146
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van der Leest P, Boonstra PA, ter Elst A, van Kempen LC, Tibbesma M, Koopmans J, Miedema A, Tamminga M, Groen HJM, Reyners AKL, Schuuring E. Comparison of Circulating Cell-Free DNA Extraction Methods for Downstream Analysis in Cancer Patients. Cancers (Basel) 2020; 12:E1222. [PMID: 32414097 PMCID: PMC7281769 DOI: 10.3390/cancers12051222] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 05/05/2020] [Accepted: 05/08/2020] [Indexed: 12/28/2022] Open
Abstract
Circulating cell-free DNA (ccfDNA) may contain DNA originating from the tumor in plasma of cancer patients (ctDNA) and enables noninvasive cancer diagnosis, treatment predictive testing, and response monitoring. A recent multicenter evaluation of workflows by the CANCER-ID consortium using artificial spiked-in plasma showed significant differences and consequently the importance of carefully selecting ccfDNA extraction methods. Here, the quantity and integrity of extracted ccfDNA from the plasma of cancer patients were assessed. Twenty-one cancer patient-derived cell-free plasma samples were selected to compare the Qiagen CNA, Maxwell RSC ccfDNA plasma, and Zymo manual quick ccfDNA kit. High-volume citrate plasma samples collected by diagnostic leukapheresis from six cancer patients were used to compare the Qiagen CNA (2 mL) and QIAamp MinElute ccfDNA kit (8 mL). This study revealed similar integrity and similar levels of amplified short-sized fragments and tumor-specific mutants comparing the CNA and RSC kits. However, the CNA kit consistently showed the highest yield of ccfDNA and short-sized fragments, while the RSC and ME kits showed higher variant allelic frequencies (VAFs). Our study pinpoints the importance of standardizing preanalytical conditions as well as consensus on defining the input of ccfDNA to accurately detect ctDNA and be able to compare results in a clinical routine practice, within and between clinical studies.
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Affiliation(s)
- Paul van der Leest
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Pieter A. Boonstra
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.A.B.); (A.K.L.R.)
| | - Arja ter Elst
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Léon C. van Kempen
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Marco Tibbesma
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Jill Koopmans
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Anneke Miedema
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
| | - Menno Tamminga
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (M.T.); (H.J.M.G.)
| | - Harry J. M. Groen
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (M.T.); (H.J.M.G.)
| | - Anna K. L. Reyners
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.A.B.); (A.K.L.R.)
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (A.t.E.); (L.C.v.K.); (M.T.); (J.K.); (A.M.)
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147
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Ungerer V, Bronkhorst AJ, Holdenrieder S. Preanalytical variables that affect the outcome of cell-free DNA measurements. Crit Rev Clin Lab Sci 2020; 57:484-507. [DOI: 10.1080/10408363.2020.1750558] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Vida Ungerer
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Munich, Germany
| | - Abel J. Bronkhorst
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Munich, Germany
| | - Stefan Holdenrieder
- Institute for Laboratory Medicine, German Heart Centre, Technical University Munich, Munich, Germany
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148
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Heider K, Wan JCM, Hall J, Belic J, Boyle S, Hudecova I, Gale D, Cooper WN, Corrie PG, Brenton JD, Smith CG, Rosenfeld N. Detection of ctDNA from Dried Blood Spots after DNA Size Selection. Clin Chem 2020; 66:697-705. [PMID: 32268361 DOI: 10.1093/clinchem/hvaa050] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 02/07/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Recent advances in the study and clinical applications of circulating tumor DNA (ctDNA) are limited by practical considerations of sample collection. Whole-genome sequencing (WGS) is increasingly used for analysis of ctDNA, identifying copy-number alterations and fragmentation patterns. We hypothesized that low-depth/shallow WGS (sWGS) data may be generated from minute amounts of cell-free DNA, and that fragment-size selection may remove contaminating genomic DNA from small blood volumes. Dried blood spots have practical advantages for sample collection, may facilitate serial sampling, and could support novel study designs in humans and animal models. METHODS We developed a protocol for the isolation and analysis of cell-free DNA from dried blood spots using filter paper cards and bead-based size selection. DNA extracted and size-selected from dried spots was analyzed using sWGS and polymerase chain reaction (PCR). RESULTS Analyzing a 50 μL dried blood spot from frozen whole blood of a patient with melanoma, we identified ctDNA based on the presence of tumor-specific somatic copy-number alterations, and found a fragment-size profile similar to that observed in plasma DNA. We found alterations in different chromosomes in blood spots from 2 patients with high-grade serous ovarian carcinoma. Extending this approach to serial dried blood spots from mouse xenograft models, we detect tumor-derived cell-free DNA and identified ctDNA from the originally grafted ascites. CONCLUSION Our data suggest that ctDNA can be detected and monitored in dried blood spots from archived and fresh blood samples, enabling new approaches for sample collection and novel study/trial designs for both patients and in vivo models.
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Affiliation(s)
- Katrin Heider
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Jonathan C M Wan
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - James Hall
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Jelena Belic
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Samantha Boyle
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Irena Hudecova
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Davina Gale
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Wendy N Cooper
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Pippa G Corrie
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - James D Brenton
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Christopher G Smith
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
| | - Nitzan Rosenfeld
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Cancer Research UK Major Centre-Cambridge, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Cambridge, UK
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149
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Prognostic Value of Serum NPY Hypermethylation in Neoadjuvant Chemoradiotherapy for Rectal Cancer: Secondary Analysis of a Randomized Trial. Am J Clin Oncol 2020; 43:9-13. [PMID: 31569168 DOI: 10.1097/coc.0000000000000609] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVES Long-term prevention of metastatic disease remains a challenge in locally advanced rectal cancer, and robust pretreatment prognostic factors for metastatic progression are lacking. We hypothesized that detecting circulating tumor-specific DNA (ctDNA) based on hypermethylation of the neuropeptide Y gene (meth-ctDNA) could be a prognostic marker in the neoadjuvant setting; we examined this in a secondary, explorative analysis of a prospective trial. MATERIALS AND METHODS Serum samples were prospectively collected in a phase III trial for locally advanced rectal cancer. Positivity for and fractional abundance of meth-ctDNA in baseline samples were estimated. Overall survival (OS) and the rate of distant metastases were compared between meth-ctDNA positive and negative patients; other prognostic factors were controlled for in multivariate Cox regression. Importance of quantitative load was examined by considering the fractional abundance of meth-ctDNA relative to total circulating DNA. RESULTS Baseline serum samples were available for 146 patients. In total, 30 patients had presence of meth-ctDNA, with no correlation with cT (P=0.8) or cN (P=0.6) stages. Median follow-up was 10.6 years for OS and 5.1 years for freedom from distant metastases. Patients with meth-ctDNA had significantly worse 5-year OS (47% vs. 69%), even when controlling for other prognostic factors (hazard ratio=2.08; 95% confidence interval, 1.23-1.51). This seemed mainly driven by disparity in the rate of distant metastases (55% vs. 72% at 5 y, P=0.01); hazard ratio=2.20 (95% confidence interval, 1.19-4.07, P=0.01) in multivariate analysis. Increased quantitative load was highly significant for worse outcomes. CONCLUSIONS Meth-ctDNA could be a potential prognostic marker in the neoadjuvant setting and may, if validated, identify patients at increased risk of distant metastases.
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150
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Chang S, Hur JY, Choi YL, Lee CH, Kim WS. Current status and future perspectives of liquid biopsy in non-small cell lung cancer. J Pathol Transl Med 2020; 54:204-212. [PMID: 32460474 PMCID: PMC7253954 DOI: 10.4132/jptm.2020.02.27] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 02/27/2020] [Indexed: 12/17/2022] Open
Abstract
With advances in target therapy, molecular analysis of tumors is routinely required for treatment decisions in patients with advanced non-small cell lung cancer (NSCLC). Liquid biopsy refers to the sampling and analysis of circulating cell-free tumor DNA (ctDNA) in various body fluids, primarily blood. Because the technique is minimally invasive, liquid biopsies are the future in cancer management. Epidermal growth factor receptor (EGFR) ctDNA tests have been performed in routine clinical practice in advanced NSCLC patients to guide tyrosine kinase inhibitor treatment. In the near future, liquid biopsy will be a crucial prognostic, predictive, and diagnostic method in NSCLC. Here we present the current status and future perspectives of liquid biopsy in NSCLC.
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Affiliation(s)
- Sunhee Chang
- Department of Pathology, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Jae Young Hur
- Department of Pathology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea
| | - Yoon-La Choi
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Chang Hun Lee
- Department of Pathology, Pusan National University Hospital, Pusan National University School of Medicine, Busan, Korea
| | - Wan Seop Kim
- Department of Pathology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea
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