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Peng H, Pan M, Zhou Z, Chen C, Xing X, Cheng S, Zhang S, Zheng H, Qian K. The impact of preanalytical variables on the analysis of cell-free DNA from blood and urine samples. Front Cell Dev Biol 2024; 12:1385041. [PMID: 38784382 PMCID: PMC11111958 DOI: 10.3389/fcell.2024.1385041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
Cell-free DNA (cfDNA), a burgeoning class of molecular biomarkers, has been extensively studied across a variety of biomedical fields. As a key component of liquid biopsy, cfDNA testing is gaining prominence in disease detection and management due to the convenience of sample collection and the abundant wealth of genetic information it provides. However, the broader clinical application of cfDNA is currently impeded by a lack of standardization in the preanalytical procedures for cfDNA analysis. A number of fundamental challenges, including the selection of appropriate preanalytical procedures, prevention of short cfDNA fragment loss, and the validation of various cfDNA measurement methods, remain unaddressed. These existing hurdles lead to difficulties in comparing results and ensuring repeatability, thereby undermining the reliability of cfDNA analysis in clinical settings. This review discusses the crucial preanalytical factors that influence cfDNA analysis outcomes, including sample collection, transportation, temporary storage, processing, extraction, quality control, and long-term storage. The review provides clarification on achievable consensus and offers an analysis of the current issues with the goal of standardizing preanalytical procedures for cfDNA analysis.
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Affiliation(s)
- Hongwei Peng
- Department of Biological Repositories, Human Genetic Resources Preservation Center of Hubei Province, Hubei Key Laboratory of Urological Diseases, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Ming Pan
- Taihe Skills Training Center, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Zongning Zhou
- Department of Biological Repositories, Human Genetic Resources Preservation Center of Hubei Province, Hubei Key Laboratory of Urological Diseases, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Congbo Chen
- Department of Urology, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Xing Xing
- Department of Urology, The First Affiliated Hospital of Yangtze University, Jingzhou, Hubei, China
| | - Shaoping Cheng
- Department of Urology, The First Affiliated Hospital of Yangtze University, Jingzhou, Hubei, China
| | - Shanshan Zhang
- Department of Biological Repositories, Human Genetic Resources Preservation Center of Hubei Province, Hubei Key Laboratory of Urological Diseases, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Hang Zheng
- Department of Urology, Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Kaiyu Qian
- Department of Biological Repositories, Human Genetic Resources Preservation Center of Hubei Province, Hubei Key Laboratory of Urological Diseases, Zhongnan Hospital of Wuhan University, Wuhan, China
- Department of Urology, Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
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2
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Abusamra SM, Barber R, Sharafeldin M, Edwards CM, Davis JJ. The integrated on-chip isolation and detection of circulating tumour cells. SENSORS & DIAGNOSTICS 2024; 3:562-584. [PMID: 38646187 PMCID: PMC11025039 DOI: 10.1039/d3sd00302g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 03/12/2024] [Indexed: 04/23/2024]
Abstract
Circulating tumour cells (CTCs) are cancer cells shed from a primary tumour which intravasate into the blood stream and have the potential to extravasate into distant tissues, seeding metastatic lesions. As such, they can offer important insight into cancer progression with their presence generally associated with a poor prognosis. The detection and enumeration of CTCs is, therefore, critical to guiding clinical decisions during treatment and providing information on disease state. CTC isolation has been investigated using a plethora of methodologies, of which immunomagnetic capture and microfluidic size-based filtration are the most impactful to date. However, the isolation and detection of CTCs from whole blood comes with many technical barriers, such as those presented by the phenotypic heterogeneity of cell surface markers, with morphological similarity to healthy blood cells, and their low relative abundance (∼1 CTC/1 billion blood cells). At present, the majority of reported methods dissociate CTC isolation from detection, a workflow which undoubtedly contributes to loss from an already sparse population. This review focuses on developments wherein isolation and detection have been integrated into a single-step, microfluidic configuration, reducing CTC loss, increasing throughput, and enabling an on-chip CTC analysis with minimal operator intervention. Particular attention is given to immune-affinity, microfluidic CTC isolation, coupled to optical, physical, and electrochemical CTC detection (quantitative or otherwise).
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Affiliation(s)
- Sophia M Abusamra
- Nuffield Department of Surgical Sciences, University of Oxford Oxford OX3 9DU UK
| | - Robert Barber
- Department of Chemistry, University of Oxford Oxford OX1 3QZ UK
| | | | - Claire M Edwards
- Nuffield Department of Surgical Sciences, University of Oxford Oxford OX3 9DU UK
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Systems, University of Oxford Oxford UK
| | - Jason J Davis
- Department of Chemistry, University of Oxford Oxford OX1 3QZ UK
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3
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Sun M, Sun H, Yu C, Lu P, Feng F, Zhang J, Li W, Yao L. Force-Encoding DNA Nanomachines for Simultaneous and Direct Detection of Multiple Pathogenic Bacteria in Blood. Anal Chem 2024; 96:4314-4321. [PMID: 38415347 DOI: 10.1021/acs.analchem.4c00298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
Pathogen detection is growing in importance in the early stages of bacterial infection and treatment due to the significant morbidity and mortality associated with bloodstream infections. Although various diagnostic approaches for pathogen detection have been proposed, most of them are time-consuming, with insufficient sensitivity and limited specificity and multiplexing capability for clinical use. Here, we report a force-encoding DNA nanomachine for simultaneous and high-throughput detection of multiple pathogens in blood through force-induced remnant magnetization spectroscopy (FIRMS). The force-encoding DNA nanomachines coupled with DNA walkers enable analytical sensitivity down to a single bacterium via a cascade signal amplification strategy. More importantly, it allows for rapid and specific profiling of various pathogens directly in blood samples, without being affected by factors such as light color and solution properties. We expect that this magnetic sensing platform holds great promise for various applications in biomedical research and clinical diagnostics.
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Affiliation(s)
- Mengxue Sun
- State Key Laboratory for Structural Chemistry of Unstable and Stable Species, Institute of Chemistry, Chinese Academy of Sciences, CAS Research/Education Center for Excellence in Molecular Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Hongxia Sun
- State Key Laboratory for Structural Chemistry of Unstable and Stable Species, Institute of Chemistry, Chinese Academy of Sciences, CAS Research/Education Center for Excellence in Molecular Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Chanchan Yu
- State Key Laboratory for Structural Chemistry of Unstable and Stable Species, Institute of Chemistry, Chinese Academy of Sciences, CAS Research/Education Center for Excellence in Molecular Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Pan Lu
- State Key Laboratory for Structural Chemistry of Unstable and Stable Species, Institute of Chemistry, Chinese Academy of Sciences, CAS Research/Education Center for Excellence in Molecular Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Feng Feng
- State Key Laboratory for Structural Chemistry of Unstable and Stable Species, Institute of Chemistry, Chinese Academy of Sciences, CAS Research/Education Center for Excellence in Molecular Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Jin Zhang
- Department of Thoracic Surgery, China-Japan Friendship Hospital, Beijing 100029, China
| | - Wenchao Li
- The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing 100010, China
| | - Li Yao
- State Key Laboratory for Structural Chemistry of Unstable and Stable Species, Institute of Chemistry, Chinese Academy of Sciences, CAS Research/Education Center for Excellence in Molecular Sciences, Beijing 100190, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
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4
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Huang T, Han Y, Chen Y, Diao Z, Ma Y, Feng L, Wang D, Zhang R, Li J. RLP system: A single-tube two-step approach with dual amplification cascades for rapid identification of EGFR T790M. Anal Chim Acta 2024; 1287:342126. [PMID: 38182396 DOI: 10.1016/j.aca.2023.342126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/03/2023] [Accepted: 12/07/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND The detection of cancer gene mutations in biofluids plays a pivotal role in revolutionizing disease diagnosis. The presence of a large background of wild-type sequences poses a challenge to liquid biopsy of tumor mutation genes. Suppressing the detection of wild-type sequences can reduce their interference, however, due to the minimal difference between mutant and wild-type sequences (such as single nucleotide variants differing by only one nucleotide), how to suppress the detection of wild-type sequences to the greatest extent without compromising the sensitivity of mutant sequence detection remains to be explored. SIGNIFICANCE The RLP system addresses the incompatibility between RPA and RT-PCR reactions through a physical separation strategy. Besides, due to the remarkable flexibility of locked nucleic acid probes, the RLP system emerges as a potent tool for detecting mutations across diverse genes. It excels in sensitivity and speed, tolerates plasma matrix, and is cost-effective. This bodes well for advancing the field of precision medicine. RESULTS The recombinase-assisted locked nucleic acid (LNA) probe-mediated dual amplification biosensing platform (namely RLP), which combines recombinase polymerase amplification (RPA) and LNA clamp PCR method in one tube, enabling highly sensitive and selective detection of EGFR T790M mutation under the help of well-designed LNA probes. This technique can quantify DNA targets with a limit of detection (LoD) at the single copy level and identify point mutation with mutant allelic fractions as low as 0.007 % in 45 min. Moreover, RLP has the potential for the direct detection of plasma samples without the need for nucleic acid extraction and the cost of a single test is less than 1USD. Furthermore, the RLP system is a cascading dual amplification reaction conducted in a single tube, which eliminates the risk of cross-contamination associated with opening multiple tubes and ensures the reliability of the results.
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Affiliation(s)
- Tao Huang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Yanxi Han
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Yuqing Chen
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Zhenli Diao
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Yu Ma
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Lei Feng
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Duo Wang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China
| | - Rui Zhang
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China.
| | - Jinming Li
- National Center for Clinical Laboratories, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology, China; National Center for Clinical Laboratories, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, China.
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5
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Devonshire A, Jones G, Gonzalez AF, Kofanova O, Trouet J, Pinzani P, Gelmini S, Bonin S, Foy C. Interlaboratory evaluation of quality control methods for circulating cell-free DNA extraction. N Biotechnol 2023; 78:13-21. [PMID: 37730172 DOI: 10.1016/j.nbt.2023.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/07/2023] [Accepted: 09/17/2023] [Indexed: 09/22/2023]
Abstract
Analysis of circulating cell-free DNA (ccfDNA) isolated from liquid biopsies is rapidly being implemented into clinical practice. However, diagnostic accuracy is significantly impacted by sample quality and standardised approaches for assessing the quality of ccfDNA are not yet established. In this study we evaluated the application of nucleic acid "spike-in" control materials to aid quality control (QC) and standardisation of cfDNA isolation for use in in vitro diagnostic assays. We describe an approach for the design and characterisation of in-process QC materials, illustrating it with a spike-in material containing an exogenous Arabidopsis sequence and DNA fragments approximating to ccfDNA and genomic DNA lengths. Protocols for inclusion of the spike-in material in plasma ccfDNA extraction and quantification of its recovery by digital PCR (dPCR) were assessed for their suitability for process QC in an inter-laboratory study between five expert laboratories, using a range of blood collection devices and ccfDNA extraction methods. The results successfully demonstrated that spiking plasmid-derived material into plasma did not deleteriously interfere with endogenous ccfDNA recovery. The approach performed consistently across a range of commonly-used extraction protocols and was able to highlight differences in efficiency and variability between the methods, with the dPCR quantification assay performing with good repeatability (generally CV <5%). We conclude that initial findings demonstrate that this approach appears "fit for purpose" and spike-in recovery can be combined with other extraction QC metrics for monitoring the performance of a process over time, or in the context of external quality assessment.
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Affiliation(s)
- Alison Devonshire
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK.
| | - Gerwyn Jones
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK
| | - Ana Fernandez Gonzalez
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK
| | - Olga Kofanova
- Integrated BioBank of Luxembourg (IBBL), Luxembourg Institute of Health (LIH), 1, rue Louis Rech, L-3555 Dudelange, Luxembourg
| | - Johanna Trouet
- Integrated BioBank of Luxembourg (IBBL), Luxembourg Institute of Health (LIH), 1, rue Louis Rech, L-3555 Dudelange, Luxembourg
| | - Pamela Pinzani
- Department of Clinical and Experimental Biomedical Sciences, University of Florence, Florence, Italy
| | - Stefania Gelmini
- Department of Clinical and Experimental Biomedical Sciences, University of Florence, Florence, Italy
| | - Serena Bonin
- DSM-Dept. Medical Sciences, University of Trieste, Trieste, Italy
| | - Carole Foy
- Molecular and Cell Biology Team, National Measurement Laboratory (NML), LGC, Teddington, Middlesex, UK
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6
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Batool SM, Hsia T, Beecroft A, Lewis B, Ekanayake E, Rosenfeld Y, Escobedo AK, Gamblin AS, Rawal S, Cote RJ, Watson M, Wong DTW, Patel AA, Skog J, Papadopoulos N, Bettegowda C, Castro CM, Lee H, Srivastava S, Carter BS, Balaj L. Extrinsic and intrinsic preanalytical variables affecting liquid biopsy in cancer. Cell Rep Med 2023; 4:101196. [PMID: 37725979 PMCID: PMC10591035 DOI: 10.1016/j.xcrm.2023.101196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 12/01/2022] [Accepted: 08/22/2023] [Indexed: 09/21/2023]
Abstract
Liquid biopsy, through isolation and analysis of disease-specific analytes, has evolved as a promising tool for safe and minimally invasive diagnosis and monitoring of tumors. It also has tremendous utility as a companion diagnostic allowing detection of biomarkers in a range of cancers (lung, breast, colon, ovarian, brain). However, clinical implementation and validation remains a challenge. Among other stages of development, preanalytical variables are critical in influencing the downstream cellular and molecular analysis of different analytes. Although considerable progress has been made to address these challenges, a comprehensive assessment of the impact on diagnostic parameters and consensus on standardized and optimized protocols is still lacking. Here, we summarize and critically evaluate key variables in the preanalytical stage, including study population selection, choice of biofluid, sample handling and collection, processing, and storage. There is an unmet need to develop and implement comprehensive preanalytical guidelines on the optimal practices and methodologies.
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Affiliation(s)
| | - Tiffaney Hsia
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Alexandra Beecroft
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Brian Lewis
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Emil Ekanayake
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Yulia Rosenfeld
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ana K Escobedo
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Austin S Gamblin
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Siddarth Rawal
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | - Richard J Cote
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | - Mark Watson
- Washington University School of Medicine, St. Louis, MO, USA
| | - David T W Wong
- University of California Los Angeles, Los Angeles, CA, USA
| | | | - Johan Skog
- Exosome Diagnostics, Waltham, MA 02451, USA
| | | | | | - Cesar M Castro
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hakho Lee
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sudhir Srivastava
- Cancer Biomarkers Research Group, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD, USA
| | - Bob S Carter
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Leonora Balaj
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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7
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Ferencakova M, Benova A, Raska I, Abaffy P, Sindelka R, Dzubanova M, Pospisilova E, Kolostova K, Cajka T, Paclik A, Zikan V, Tencerova M. Human bone marrow stromal cells: the impact of anticoagulants on stem cell properties. Front Cell Dev Biol 2023; 11:1255823. [PMID: 37791077 PMCID: PMC10544901 DOI: 10.3389/fcell.2023.1255823] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Accepted: 08/14/2023] [Indexed: 10/05/2023] Open
Abstract
Background: Bone marrow stromal cells (BMSCs) are the source of multipotent stem cells, which are important for regenerative medicine and diagnostic purposes. The isolation of human BMSCs from the bone marrow (BM) cavity using BM aspiration applies the method with collection into tubes containing anticoagulants. Interactions with anticoagulants may affect the characteristics and composition of isolated BMSCs in the culture. Thus, we investigated how anticoagulants in isolation procedures and cultivation affect BMSC molecular characteristics. Methods: BM donors (age: 48-85 years) were recruited from the hematology clinic. BM aspirates were obtained from the iliac crest and divided into tubes coated with ethylenediaminetetraacetic acid (EDTA) or heparin anticoagulants. Isolated BMSCs were analyzed by flow cytometry and RNA-seq analysis. Further cellular and molecular characterizations of BMSCs including CFU, proliferation and differentiation assays, cytometry, bioenergetic assays, metabolomics, immunostaining, and RT-qPCR were performed. Results: The paired samples of isolated BMSCs obtained from the same patient showed increased cellular yield in heparin vs. EDTA samples, accompanied by the increased number of CFU colonies. However, no significant changes in molecular characteristics were found between heparin- and EDTA-isolated BMSCs. On the other hand, RNA-seq analysis revealed an increased expression of genes involved in nucleotide metabolism and cellular metabolism in cultivated vs. non-cultivated BMSCs regardless of the anticoagulant, while genes involved in inflammation and chromatin remodeling were decreased in cultivated vs. non-cultivated BMSCs. Conclusion: The type of anticoagulant in BMSC isolation did not have a significant impact on molecular characteristics and cellular composition, while in vitro cultivation caused the major change in the transcriptomics of BMSCs, which is important for future protocols using BMSCs in regenerative medicine and clinics.
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Affiliation(s)
- Michaela Ferencakova
- Laboratory of Molecular Physiology of Bone, Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
| | - Andrea Benova
- Laboratory of Molecular Physiology of Bone, Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
- Faculty of Science, Charles University, Prague, Czechia
| | - Ivan Raska
- Third Department of Medicine-Department of Endocrinology and Metabolism, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, Czechia
| | - Pavel Abaffy
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czechia
| | - Radek Sindelka
- Laboratory of Gene Expression, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czechia
| | - Martina Dzubanova
- Laboratory of Molecular Physiology of Bone, Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
- Faculty of Science, Charles University, Prague, Czechia
| | - Eliska Pospisilova
- Laboratory of Personalized Medicine, Oncology Clinic, University Hospital Kralovske Vinohrady, Prague, Czechia
| | - Katarina Kolostova
- Laboratory of Personalized Medicine, Oncology Clinic, University Hospital Kralovske Vinohrady, Prague, Czechia
| | - Tomas Cajka
- Laboratory of Translational Metabolism, Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
| | - Ales Paclik
- First Department of Surgery, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, Czechia
| | - Vit Zikan
- Third Department of Medicine-Department of Endocrinology and Metabolism, First Faculty of Medicine, General University Hospital in Prague, Charles University, Prague, Czechia
| | - Michaela Tencerova
- Laboratory of Molecular Physiology of Bone, Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
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8
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Herrgott GA, Snyder JM, She R, Malta TM, Sabedot TS, Lee IY, Pawloski J, Podolsky-Gondim GG, Asmaro KP, Zhang J, Cannella CE, Nelson K, Thomas B, deCarvalho AC, Hasselbach LA, Tundo KM, Newaz R, Transou A, Morosini N, Francisco V, Poisson LM, Chitale D, Mukherjee A, Mosella MS, Robin AM, Walbert T, Rosenblum M, Mikkelsen T, Kalkanis S, Tirapelli DPC, Weisenberger DJ, Carlotti CG, Rock J, Castro AV, Noushmehr H. Detection of diagnostic and prognostic methylation-based signatures in liquid biopsy specimens from patients with meningiomas. Nat Commun 2023; 14:5669. [PMID: 37704607 PMCID: PMC10499807 DOI: 10.1038/s41467-023-41434-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 08/31/2023] [Indexed: 09/15/2023] Open
Abstract
Recurrence of meningiomas is unpredictable by current invasive methods based on surgically removed specimens. Identification of patients likely to recur using noninvasive approaches could inform treatment strategy, whether intervention or monitoring. In this study, we analyze the DNA methylation levels in blood (serum and plasma) and tissue samples from 155 meningioma patients, compared to other central nervous system tumor and non-tumor entities. We discover DNA methylation markers unique to meningiomas and use artificial intelligence to create accurate and universal models for identifying and predicting meningioma recurrence, using either blood or tissue samples. Here we show that liquid biopsy is a potential noninvasive and reliable tool for diagnosing and predicting outcomes in meningioma patients. This approach can improve personalized management strategies for these patients.
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Affiliation(s)
- Grayson A Herrgott
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - James M Snyder
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Ruicong She
- Department of Public Health, Biostatistics, Henry Ford Health, Detroit, MI, USA
| | - Tathiane M Malta
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Thais S Sabedot
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Ian Y Lee
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Jacob Pawloski
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Guilherme G Podolsky-Gondim
- Department of Neurosurgery, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, SP, Brazil
| | - Karam P Asmaro
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Jiaqi Zhang
- Department of Public Health, Biostatistics, Henry Ford Health, Detroit, MI, USA
| | - Cara E Cannella
- Department of Public Health, Biostatistics, Henry Ford Health, Detroit, MI, USA
| | - Kevin Nelson
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Bartow Thomas
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Ana C deCarvalho
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Laura A Hasselbach
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Kelly M Tundo
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Rehnuma Newaz
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Andrea Transou
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Natalia Morosini
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Victor Francisco
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Laila M Poisson
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
- Department of Public Health, Biostatistics, Henry Ford Health, Detroit, MI, USA
| | | | - Abir Mukherjee
- Department of Pathology, Henry Ford Health, Detroit, MI, USA
| | - Maritza S Mosella
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Adam M Robin
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Tobias Walbert
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Mark Rosenblum
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Tom Mikkelsen
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Steven Kalkanis
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Daniela P C Tirapelli
- Department of Neurosurgery, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, SP, Brazil
| | - Daniel J Weisenberger
- Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Carlos G Carlotti
- Department of Neurosurgery, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, SP, Brazil
| | - Jack Rock
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA
| | - Ana Valeria Castro
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA.
- Department of Physiology, Michigan State University, E. Lansing, MI, USA.
| | - Houtan Noushmehr
- Department of Neurosurgery, Omics Laboratory, Hermelin Brain Tumor Center, Henry Ford Health, Detroit, MI, USA.
- Department of Physiology, Michigan State University, E. Lansing, MI, USA.
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9
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Gelineau NU, van Barneveld A, Samim A, Van Zogchel L, Lak N, Tas ML, Matser Y, Mavinkurve-Groothuis AMC, van Grotel M, Zsiros J, van Eijkelenburg NKA, Knops RRG, van Ewijk R, Langenberg KPS, Krijger RD, Hiemcke-Jiwa LS, Van Paemel R, Cornelli L, De Preter K, De Wilde B, Van Der Schoot E, Tytgat G. Case series on clinical applications of liquid biopsy in pediatric solid tumors: towards improved diagnostics and disease monitoring. Front Oncol 2023; 13:1209150. [PMID: 37664065 PMCID: PMC10473251 DOI: 10.3389/fonc.2023.1209150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 07/31/2023] [Indexed: 09/05/2023] Open
Abstract
Background and aims Solid tumors account for about 30% of all pediatric cancers. The diagnosis is typically based on histological and molecular analysis of a primary tumor biopsy. Liquid biopsies carry several advantages over conventional tissue biopsy. However, their use for genomic analysis and response monitoring of pediatric solid tumors is still in experimental stages and mostly performed retrospectively without direct impact on patient management. In this case series we discuss six clinical cases of children with a solid tumor for whom a liquid biopsy assay was performed and demonstrate the potential of liquid biopsy for future clinical decision making. Methods We performed quantitative real-time PCR (RT-qPCR), droplet digital PCR (ddPCR) or reduced representation bisulphite sequencing of cell-free DNA (cfRRBS) on liquid biopsies collected from six pediatric patients with a solid tumor treated between 2017 and 2023 at the Princess Máxima Center for Pediatric Oncology in the Netherlands. Results were used to aid in clinical decision making by contribution to establish a diagnosis, by prognostication and response to therapy monitoring. Results In three patients cfRRBS helped to establish the diagnosis of a rhabdomyosarcoma, an Ewing sarcoma and a neuroblastoma (case 1-3). In two patients, liquid biopsies were used for prognostication, by MYCN ddPCR in a patient with neuroblastoma and by RT-qPCR testing rhabdomyosarcoma-specific mRNA in bone marrow of a patient with a rhabdomyosarcoma (case 4 and 5). In case 6, mRNA testing demonstrated disease progression and assisted clinical decision making. Conclusion This case series illustrates the value of liquid biopsy. We further demonstrate and recommend the use of liquid biopsies to be used in conjunction with conventional methods for the determination of metastatic status, prognostication and monitoring of treatment response in patients with pediatric solid tumors.
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Affiliation(s)
- Nina U. Gelineau
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
- Department of Experimental Immunohematology, Sanquin Research, Amsterdam, Netherlands
| | | | - Atia Samim
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | - Lieke Van Zogchel
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
- Department of Experimental Immunohematology, Sanquin Research, Amsterdam, Netherlands
| | - Nathalie Lak
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
- Department of Experimental Immunohematology, Sanquin Research, Amsterdam, Netherlands
| | - Michelle L. Tas
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | - Yvette Matser
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | | | - Martine van Grotel
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | - Jószef Zsiros
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | | | - Rutger R. G. Knops
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | - Roelof van Ewijk
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
| | | | - Ronald De Krijger
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Laura S. Hiemcke-Jiwa
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
- Department of Pathology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Ruben Van Paemel
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University, Ghent, Belgium
- Research Institute, Ghent University, Ghent, East Flanders, Belgium
| | - Lotte Cornelli
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- VIB-UGent Center for Medical Biotechnology, Gent, Belgium
| | - Katleen De Preter
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Research Institute, Ghent University, Ghent, East Flanders, Belgium
- VIB-UGent Center for Medical Biotechnology, Gent, Belgium
| | - Bram De Wilde
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University, Ghent, Belgium
- Research Institute, Ghent University, Ghent, East Flanders, Belgium
| | - Ellen Van Der Schoot
- Department of Experimental Immunohematology, Sanquin Research, Amsterdam, Netherlands
| | - Godelieve Tytgat
- Princess Máxima Center for Pediatric Oncology Research, Utrecht, Netherlands
- Department of Experimental Immunohematology, Sanquin Research, Amsterdam, Netherlands
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10
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Dacic S. State of the Art of Pathologic and Molecular Testing. Hematol Oncol Clin North Am 2023; 37:463-473. [PMID: 36964109 DOI: 10.1016/j.hoc.2023.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2023]
Abstract
Advances in the treatment of non-small cell lung carcinoma have resulted in improved histologic classification and the implementation of molecular testing for predictive biomarkers into the routine diagnostic workflow. Over the past decade, molecular testing has evolved from single-gene assays to high-thoroughput comprehensive next-generation sequencing. Economic barriers, suboptimal turnaround time to obtain the results, and limited tissue available for molecular assays resulted in adoption of liquid biopsies (ctDNA) into clinical practice. Multiplex immunohistochemical/immunofluorescence assays evaluating tumor microenvironment together with the AI approaches are anticipated to translate from research into clinical care.
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Affiliation(s)
- Sanja Dacic
- Department of Pathology, Yale School of Medicine, 200 South Frontage Road, EP2-631, New Haven, CT 06510, USA.
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11
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de Abreu AR, Op de Beeck K, Laurent-Puig P, Taly V, Benhaim L. The Position of Circulating Tumor DNA in the Clinical Management of Colorectal Cancer. Cancers (Basel) 2023; 15:1284. [PMID: 36831626 PMCID: PMC9954551 DOI: 10.3390/cancers15041284] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 02/13/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023] Open
Abstract
Colorectal cancer (CRC) is the third most common cancer type worldwide, with over 1.9 million new cases and 935,000 related deaths in 2020. Within the next decade, the incidence of CRC is estimated to increase by 60% and the mortality by 80%. One of the underlying causes of poor prognosis is late detection, with 60 to 70% of the diagnoses occurring at advanced stages. Circulating cell-free DNA (ccfDNA) is probably the most promising tool for screening, diagnosis, prediction of therapeutic response, and prognosis. More specifically, the analysis of the tumor fraction within the ccfDNA (circulating tumor DNA, ctDNA) has great potential to improve the management of CRC. The present review provides an up-to-date and comprehensive overview of the various aspects related to ctDNA detection in CRC.
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Affiliation(s)
- Ana Regina de Abreu
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650 Edegem, Belgium
- Center for Oncological Research, University of Antwerp and Antwerp University Hospital, Wilrijkstraat 10, 2650 Edegem, Belgium
| | - Ken Op de Beeck
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650 Edegem, Belgium
- Center for Oncological Research, University of Antwerp and Antwerp University Hospital, Wilrijkstraat 10, 2650 Edegem, Belgium
| | - Pierre Laurent-Puig
- UMR-S1138, CNRS SNC5096, Équipe labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
| | - Valerie Taly
- UMR-S1138, CNRS SNC5096, Équipe labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
| | - Leonor Benhaim
- UMR-S1138, CNRS SNC5096, Équipe labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Université de Paris, 75006 Paris, France
- Department of Visceral and Surgical Oncology, Gustave Roussy, Cancer Campus, 114 rue Edouard Vaillant, 94805 Villejuif, France
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12
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Wu NJW, Aquilina M, Qian BZ, Loos R, Gonzalez-Garcia I, Santini CC, Dunn KE. The Application of Nanotechnology for Quantification of Circulating Tumour DNA in Liquid Biopsies: A Systematic Review. IEEE Rev Biomed Eng 2023; 16:499-513. [PMID: 35302938 DOI: 10.1109/rbme.2022.3159389] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Technologies for quantifying circulating tumour DNA (ctDNA) in liquid biopsies could enable real-time measurements of cancer progression, profoundly impacting patient care. Sequencing methods can be too complex and time-consuming for regular point-of-care monitoring, but nanotechnology offers an alternative, harnessing the unique properties of objects tens to hundreds of nanometres in size. This systematic review was performed to identify all examples of nanotechnology-based ctDNA detection and assess their potential for clinical use. Google Scholar, PubMed, Web of Science, Google Patents, Espacenet and Embase/MEDLINE were searched up to 23rd March 2021. The review identified nanotechnology-based methods for ctDNA detection for which quantitative measures (e.g., limit of detection, LOD) were reported and biologically relevant samples were used. The pre-defined inclusion criteria were met by 66 records. LODs ranged from 10 zM to 50nM. 25 records presented an LOD of 10fM or below. Nanotechnology-based approaches could provide the basis for the next wave of advances in ctDNA diagnostics, enabling analysis at the point-of-care, but none are currently used clinically. Further work is needed in development and validation; trade-offs are expected between different performance measures e.g., number of sequences detected and time to result.
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13
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Dholariya S, Singh RD, Sonagra A, Yadav D, Vajaria BN, Parchwani D. Integrating Cutting-Edge Methods to Oral Cancer Screening, Analysis, and Prognosis. Crit Rev Oncog 2023; 28:11-44. [PMID: 37830214 DOI: 10.1615/critrevoncog.2023047772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
Oral cancer (OC) has become a significant barrier to health worldwide due to its high morbidity and mortality rates. OC is among the most prevalent types of cancer that affect the head and neck region, and the overall survival rate at 5 years is still around 50%. Moreover, it is a multifactorial malignancy instigated by genetic and epigenetic variabilities, and molecular heterogeneity makes it a complex malignancy. Oral potentially malignant disorders (OPMDs) are often the first warning signs of OC, although it is challenging to predict which cases will develop into malignancies. Visual oral examination and histological examination are still the standard initial steps in diagnosing oral lesions; however, these approaches have limitations that might lead to late diagnosis of OC or missed diagnosis of OPMDs in high-risk individuals. The objective of this review is to present a comprehensive overview of the currently used novel techniques viz., liquid biopsy, next-generation sequencing (NGS), microarray, nanotechnology, lab-on-a-chip (LOC) or microfluidics, and artificial intelligence (AI) for the clinical diagnostics and management of this malignancy. The potential of these novel techniques in expanding OC diagnostics and clinical management is also reviewed.
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Affiliation(s)
- Sagar Dholariya
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Rajkot, Gujarat, India
| | - Ragini D Singh
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Rajkot, Gujarat, India
| | - Amit Sonagra
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Rajkot, Gujarat, India
| | | | | | - Deepak Parchwani
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Rajkot, Gujarat, India
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14
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The clinical value of circulating free tumor DNA in testicular germ cell tumor patients. Urol Oncol 2022; 40:412.e15-412.e24. [DOI: 10.1016/j.urolonc.2022.04.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 03/04/2022] [Accepted: 04/30/2022] [Indexed: 11/15/2022]
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15
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Liquid Biopsy and Circulating Biomarkers for the Diagnosis of Precancerous and Cancerous Oral Lesions. Noncoding RNA 2022; 8:ncrna8040060. [PMID: 36005828 PMCID: PMC9414906 DOI: 10.3390/ncrna8040060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/21/2022] [Accepted: 08/08/2022] [Indexed: 12/19/2022] Open
Abstract
Oral cancer is one of the most common malignancies worldwide, accounting for 2% of all cases annually and 1.8% of all cancer deaths. To date, tissue biopsy and histopathological analyses are the gold standard methods for the diagnosis of oral cancers. However, oral cancer is generally diagnosed at advanced stages with a consequent poor 5-year survival (~50%) due to limited screening programs and inefficient physical examination strategies. To address these limitations, liquid biopsy is recently emerging as a novel minimally invasive tool for the early identification of tumors as well as for the evaluation of tumor heterogeneity and prognosis of patients. Several studies have demonstrated that liquid biopsy in oral cancer could be useful for the detection of circulating biomarkers including circulating tumor DNA (ctDNA), microRNAs (miRNAs), proteins, and exosomes, thus improving diagnostic strategies and paving the way to personalized medicine. However, the application of liquid biopsy in oral cancer is still limited and further studies are needed to better clarify its clinical impact. The present manuscript aims to provide an updated overview of the potential use of liquid biopsy as an additional tool for the management of oral lesions by describing the available methodologies and the most promising biomarkers.
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16
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Consensus Recommendations to Optimize Testing for New Targetable Alterations in Non-Small Cell Lung Cancer. Curr Oncol 2022; 29:4981-4997. [PMID: 35877256 PMCID: PMC9318743 DOI: 10.3390/curroncol29070396] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/06/2022] [Accepted: 07/12/2022] [Indexed: 12/03/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) has historically been associated with a poor prognosis and low 5-year survival, but the use of targeted therapies in NSCLC has improved patient outcomes over the past 10 years. The pace of development of new targeted therapies is accelerating, with the associated need for molecular testing of new targetable alterations. As the complexity of biomarker testing in NSCLC increases, there is a need for guidance on how to manage the fluid standard-of-care in NSCLC, identify pragmatic molecular testing requirements, and optimize result reporting. An expert multidisciplinary working group with representation from medical oncology, pathology, and clinical genetics convened via virtual meetings to create consensus recommendations for testing of new targetable alterations in NSCLC. The importance of accurate and timely testing of all targetable alterations to optimize disease management using targeted therapies was emphasized by the working group. Therefore, the panel of experts recommends that all targetable alterations be tested reflexively at NSCLC diagnosis as part of a comprehensive panel, using methods that can detect all relevant targetable alterations. In addition, comprehensive biomarker testing should be performed at the request of the treating clinician upon development of resistance to targeted therapy. The expert multidisciplinary working group also made recommendations for reporting to improve clarity and ease of interpretation of results by treating clinicians and to accommodate the rapid evolution in clinical actionability of these alterations. Molecular testing of all targetable alterations in NSCLC is the key for treatment decision-making and access to new therapies. These consensus recommendations are intended as a guide to further optimize molecular testing of new targetable alterations.
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17
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Ognibene M, De Marco P, Parodi S, Meli M, Di Cataldo A, Zara F, Pezzolo A. Genomic Analysis Made It Possible to Identify Gene-Driver Alterations Covering the Time Window between Diagnosis of Neuroblastoma 4S and the Progression to Stage 4. Int J Mol Sci 2022; 23:ijms23126513. [PMID: 35742955 PMCID: PMC9224358 DOI: 10.3390/ijms23126513] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 06/06/2022] [Accepted: 06/09/2022] [Indexed: 02/04/2023] Open
Abstract
Neuroblastoma (NB) is a tumor of the developing sympathetic nervous system. Despite recent advances in understanding the complexity of NB, the mechanisms that determine its regression or progression are still largely unknown. Stage 4S NB is characterized by a favorable course of disease and often by spontaneous regression, while progression to true stage 4 is a very rare event. Here, we focused on genomic analysis of an NB case that progressed from stage 4S to stage 4 with a very poor outcome. Array-comparative genomic hybridization (a-CGH) on tumor-tissue DNA, and whole-exome sequencing (WES) on exosomes DNA derived from plasma collected at the onset and at the tumor progression, pointed out relevant genetic changes that can explain this clinical worsening. The combination of a-CGH and WES data allowed for the identification iof somatic copy number aberrations and single-nucleotide variants in genes known to be responsible for aggressive NB. KLRB1, MAPK3 and FANCA genes, which were lost at the time of progression, were studied for their possible role in this event by analyzing in silico the impact of their expression on the outcome of 786 NB patients.
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Affiliation(s)
- Marzia Ognibene
- U.O.C. Genetica Medica, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy; (P.D.M.); (F.Z.)
- Correspondence: ; Tel.: +39-010-5636-2601
| | - Patrizia De Marco
- U.O.C. Genetica Medica, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy; (P.D.M.); (F.Z.)
| | - Stefano Parodi
- Scientific Directorate, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy;
| | - Mariaclaudia Meli
- U.O.C. Ematologia e Oncologia Pediatrica, Dipartimento di Medicina Clinica e Sperimentale, Università di Catania, 95123 Catania, Italy; (M.M.); (A.D.C.)
| | - Andrea Di Cataldo
- U.O.C. Ematologia e Oncologia Pediatrica, Dipartimento di Medicina Clinica e Sperimentale, Università di Catania, 95123 Catania, Italy; (M.M.); (A.D.C.)
| | - Federico Zara
- U.O.C. Genetica Medica, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy; (P.D.M.); (F.Z.)
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18
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Lodrini M, Graef J, Thole-Kliesch TM, Astrahantseff K, Sprüssel A, Grimaldi M, Peitz C, Linke RB, Hollander JF, Lankes E, Künkele A, Oevermann L, Schwabe G, Fuchs J, Szymansky A, Schulte JH, Hundsdörfer P, Eckert C, Amthauer H, Eggert A, Deubzer HE. Targeted Analysis of Cell-free Circulating Tumor DNA is Suitable for Early Relapse and Actionable Target Detection in Patients with Neuroblastoma. Clin Cancer Res 2022; 28:1809-1820. [PMID: 35247920 DOI: 10.1158/1078-0432.ccr-21-3716] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 12/12/2021] [Accepted: 02/16/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE Treating refractory or relapsed neuroblastoma remains challenging. Monitoring body fluids for tumor-derived molecular information indicating minimal residual disease supports more frequent diagnostic surveillance and may have the power to detect resistant subclones before they give rise to relapses. If actionable targets are identified from liquid biopsies, targeted treatment options can be considered earlier. EXPERIMENTAL DESIGN Droplet digital PCR assays assessing MYCN and ALK copy numbers and allelic frequencies of ALK p.F1174L and ALK p.R1275Q mutations were applied to longitudinally collected liquid biopsies and matched tumor tissue samples from 31 patients with high-risk neuroblastoma. Total cell-free DNA (cfDNA) levels and marker detection were compared with data from routine clinical diagnostics. RESULTS Total cfDNA concentrations in blood plasma from patients with high-risk neuroblastoma were higher than in healthy controls and consistently correlated with neuron-specific enolase levels and lactate dehydrogenase activity but not with 123I-meta-iodobenzylguanidine scores at relapse diagnosis. Targeted cfDNA diagnostics proved superior for early relapse detection to all current diagnostics in 2 patients. Marker analysis in cfDNA indicated intratumor heterogeneity for cell clones harboring MYCN amplifications and druggable ALK alterations that were not detectable in matched tumor tissue samples in 17 patients from our cohort. Proof of concept is provided for molecular target detection in cerebrospinal fluid from patients with isolated central nervous system relapses. CONCLUSIONS Tumor-specific alterations can be identified and monitored during disease course in liquid biopsies from pediatric patients with high-risk neuroblastoma. This approach to cfDNA surveillance warrants further prospective validation and exploitation for diagnostic purposes and to guide therapeutic decisions.
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Affiliation(s)
- Marco Lodrini
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center (ECRC) of the Charité and the Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Josefine Graef
- Department of Nuclear Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Theresa M Thole-Kliesch
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Kathy Astrahantseff
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Annika Sprüssel
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Maddalena Grimaldi
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center (ECRC) of the Charité and the Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Constantin Peitz
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center (ECRC) of the Charité and the Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Rasmus B Linke
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center (ECRC) of the Charité and the Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Jan F Hollander
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center (ECRC) of the Charité and the Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Erwin Lankes
- Department of Pediatric Endocrinology and Diabetes, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Center for Chronically Sick Children, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Annette Künkele
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berliner Institut für Gesundheitsforschung (BIH), Berlin, Germany
| | - Lena Oevermann
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Georg Schwabe
- Children's Hospital, Carl-Thiem-Klinikum, Cottbus, Germany
| | - Jörg Fuchs
- Department of Pediatric Surgery and Pediatric Urology, University Children's Hospital, Eberhard-Karls-University Tuebingen, Tuebingen, Germany
| | - Annabell Szymansky
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Johannes H Schulte
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berliner Institut für Gesundheitsforschung (BIH), Berlin, Germany.,German Cancer Consortium (DKTK), partner site Berlin, Berlin, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Patrick Hundsdörfer
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Department of Pediatric Oncology, Helios Klinikum Berlin Buch, Berlin, Germany
| | - Cornelia Eckert
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Holger Amthauer
- Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany
| | - Angelika Eggert
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berliner Institut für Gesundheitsforschung (BIH), Berlin, Germany.,German Cancer Consortium (DKTK), partner site Berlin, Berlin, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hedwig E Deubzer
- Department of Pediatric Hematology and Oncology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Experimental and Clinical Research Center (ECRC) of the Charité and the Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine (MDC) in the Helmholtz Association, Berlin, Germany.,Berliner Institut für Gesundheitsforschung (BIH), Berlin, Germany.,German Cancer Consortium (DKTK), partner site Berlin, Berlin, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
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19
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Circulating Cell-Free DNA Assessment in Biofluids from Children with Neuroblastoma Demonstrates Feasibility and Potential for Minimally Invasive Molecular Diagnostics. Cancers (Basel) 2022; 14:cancers14092080. [PMID: 35565208 PMCID: PMC9099910 DOI: 10.3390/cancers14092080] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 04/15/2022] [Accepted: 04/19/2022] [Indexed: 12/20/2022] Open
Abstract
Simple Summary The invasive nature of surgical biopsies prevents their sequential application to monitor disease. Single biopsies fail to reflect cancer dynamics, intratumor heterogeneity, and drug sensitivities that change over time. Detection and characterization of cell-free circulating tumor DNA in biofluids from patients with solid tumors may better support disease monitoring and provide advanced molecular information for clinical decision-making toward personalized medicine. Here, we investigated the cell-free DNA characteristics in blood, bone marrow, cerebrospinal fluid, and urine provided from 84 infants and children with low-, intermediate-, or high-risk neuroblastoma. We report characteristic size distribution and concentration patterns for each biofluid to provide information to support the development of successful liquid biopsy biobanking strategies. We investigate potential correlations between disease activity and cfDNA concentration and provide strong evidence that markers specific for neuroblastoma can be detected in very small blood volumes from infants. Abstract Liquid biopsy strategies in pediatric patients are challenging due to low body weight. This study investigated cfDNA size distribution and concentration in blood, bone marrow, cerebrospinal fluid, and urine from 84 patients with neuroblastoma classified as low (n = 28), intermediate (n = 6), or high risk (n = 50) to provide key data for liquid biopsy biobanking strategies. The average volume of blood and bone marrow plasma provided ranged between 1 and 2 mL. Analysis of 637 DNA electropherograms obtained by Agilent TapeStation measurement revealed five different major profiles and characteristic DNA size distribution patterns for each of the biofluids. The proportion of samples containing primarily cfDNA was, at 85.5%, the highest for blood plasma. The median cfDNA concentration amounted to 6.28 ng/mL (blood plasma), 58.2 ng/mL (bone marrow plasma), 0.08 ng/mL (cerebrospinal fluid), and 0.49 ng/mL (urine) in samples. Meta-analysis of the dataset demonstrated that multiple cfDNA-based assays employing the same biofluid sample optimally require sampling volumes of 1 mL for blood and bone marrow plasma, 2 mL for cerebrospinal fluid, and as large as possible for urine samples. A favorable response to treatment was associated with a rapid decrease in blood-based cfDNA concentration in patients with high-risk neuroblastoma. Blood-based cfDNA concentration was not sufficient as a single parameter to indicate high-risk disease recurrence. We provide proof of concept that monitoring neuroblastoma-specific markers in very small blood volumes from infants is feasible.
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Guemri J, Pierre-Jean M, Brohard S, Oussada N, Horgues C, Bonnet E, Mauger F, Deleuze JF. Methylated ccfDNA from plasma biomarkers of Alzheimer's disease using targeted bisulfite sequencing. Epigenomics 2022; 14:451-468. [PMID: 35416052 DOI: 10.2217/epi-2021-0491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: Noninvasive biomarkers such as methylated ccfDNA from plasma could help to support the diagnosis of Alzheimer's disease (AD). Methods: A targeted sequencing protocol was developed to identify candidate biomarkers of AD in methylated ccfDNA extracted from plasma. Results: The authors identified differentially methylated CpGs, regions of which were the same as those identified in previous AD studies. Specifically, a differentially methylated CpG of the LHX2 gene previously identified in a plasma study of AD was replicated in the study. The MBP and DUSP22 regions have been identified in other brain studies of AD and in the authors' study. Conclusion: Although these biomarkers must be validated in other cohorts, methylated ccfDNA could be a relevant noninvasive biomarker in AD.
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Affiliation(s)
- Julien Guemri
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Morgane Pierre-Jean
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Solène Brohard
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Nouara Oussada
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Caroline Horgues
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Eric Bonnet
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Florence Mauger
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
| | - Jean-François Deleuze
- Université Paris-Saclay, Commissariat à l'Energie Atomique et aux Energies Alternatives, Centre National de Recherche en Génomique Humaine, Evry, 91057, France
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Chang L, Li J, Zhang R. Liquid biopsy for early diagnosis of non-small cell lung carcinoma: recent research and detection technologies. Biochim Biophys Acta Rev Cancer 2022; 1877:188729. [DOI: 10.1016/j.bbcan.2022.188729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 03/14/2022] [Accepted: 04/10/2022] [Indexed: 02/07/2023]
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Combinatorial Power of cfDNA, CTCs and EVs in Oncology. Diagnostics (Basel) 2022; 12:diagnostics12040870. [PMID: 35453918 PMCID: PMC9031112 DOI: 10.3390/diagnostics12040870] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/18/2022] [Accepted: 03/28/2022] [Indexed: 01/01/2023] Open
Abstract
Liquid biopsy is a promising technique for clinical management of oncological patients. The diversity of analytes circulating in the blood useable for liquid biopsy testing is enormous. Circulating tumor cells (CTCs), cell-free DNA (cfDNA) and extracellular vesicles (EVs), as well as blood cells and other soluble components in the plasma, were shown as liquid biopsy analytes. A few studies directly comparing two liquid biopsy analytes showed a benefit of one analyte over the other, while most authors concluded the benefit of the additional analyte. Only three years ago, the first studies to examine the value of a characterization of more than two liquid biopsy analytes from the same sample were conducted. We attempt to reflect on the recent development of multimodal liquid biopsy testing in this review. Although the analytes and clinical purposes of the published multimodal studies differed significantly, the additive value of the analytes was concluded in almost all projects. Thus, the blood components, as liquid biopsy reservoirs, are complementary rather than competitive, and orthogonal data sets were even shown to harbor synergistic effects. The unmistakable potential of multimodal liquid biopsy testing, however, is dampened by its clinical utility, which is yet to be proven, the lack of methodical standardization and insufficiently mature reimbursement, logistics and data handling.
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刘 思, 文 飞. Recent clinical research on the application of liquid biopsy in neuroblastoma. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2022; 24:339-344. [PMID: 35351268 PMCID: PMC8974650 DOI: 10.7499/j.issn.1008-8830.2112120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
Abstract
Neuroblastoma (NB) is the most common extracranial solid tumor in children and has the features of high recurrence rate and low survival rate, and therefore, early diagnosis, treatment response evaluation, and recurrence monitoring are of great significance for NB patients. Liquid biopsy refers to the detection of cells and nucleic acids in fluid specimens, mainly blood. It is noninvasive and can overcome tumor heterogeneity, thus making it possible to achieve the early diagnosis and dynamic detection of NB. This review introduces the latest advances in clinical research on the application of liquid biopsy in NB.
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Recommendations for a practical implementation of circulating tumor DNA mutation testing in metastatic non-small-cell lung cancer. ESMO Open 2022; 7:100399. [PMID: 35202954 PMCID: PMC8867049 DOI: 10.1016/j.esmoop.2022.100399] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 12/10/2021] [Accepted: 01/19/2022] [Indexed: 12/17/2022] Open
Abstract
Background Liquid biopsy (LB) is a rapidly evolving diagnostic tool for precision oncology that has recently found its way into routine practice as an adjunct to tissue biopsy (TB). The concept of LB refers to any tumor-derived material, such as circulating tumor DNA (ctDNA) or circulating tumor cells that are detectable in blood. An LB is not limited to the blood and may include other fluids such as cerebrospinal fluid, pleural effusion, and urine, among others. Patients and methods The objective of this paper, devised by international experts from various disciplines, is to review current challenges as well as state-of-the-art applications of ctDNA mutation testing in metastatic non-small-cell lung cancer (NSCLC). We consider pragmatic scenarios for the use of ctDNA from blood plasma to identify actionable targets for therapy selection in NSCLCs. Results Clinical scenarios where ctDNA mutation testing may be implemented in clinical practice include complementary tissue and LB testing to provide the full picture of patients’ actual predictive profiles to identify resistance mechanism (i.e. secondary mutations), and ctDNA mutation testing to assist when a patient has a discordant clinical history and is suspected of showing intertumor or intratumor heterogeneity. ctDNA mutation testing may provide interesting insights into possible targets that may have been missed on the TB. Complementary ctDNA LB testing also provides an option if the tumor location is hard to biopsy or if an insufficient sample was taken. These clinical use cases highlight practical scenarios where ctDNA LB may be considered as a complementary tool to TB analysis. Conclusions Proper implementation of ctDNA LB testing in routine clinical practice is envisioned in the near future. As the clinical evidence of utility expands, the use of LB alongside tissue sample analysis may occur in the patient cases detailed here. LB is a rapidly evolving diagnostic tool that may be an adjunct or an alternative to TB in clinic. Pragmatic scenarios for ctDNA mutation testing to identify actionable targets in NSCLC are explored. ctDNA mutation testing may identify resistance mechanisms, discordant clinical history, and intertumor/intratumor heterogeneity. ctDNA mutation testing may be useful if the tumor location is hard to biopsy or if an insufficient tumor sample was taken. Proper implementation of ctDNA mutation testing in routine clinical practice is envisioned in the near future.
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MUW researcher of the month. Wien Klin Wochenschr 2022; 134:91-93. [PMID: 35113205 DOI: 10.1007/s00508-022-02003-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Detection of clinical progression through plasma ctDNA in metastatic melanoma patients: a comparison to radiological progression. Br J Cancer 2022; 126:401-408. [PMID: 34373567 PMCID: PMC8810871 DOI: 10.1038/s41416-021-01507-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 06/28/2021] [Accepted: 07/20/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The validity of circulating tumour DNA (ctDNA) as an indicator of disease progression compared to medical imaging in patients with metastatic melanoma requires detailed evaluation. METHODS Here, we carried out a retrospective ctDNA analysis of 108 plasma samples collected at the time of disease progression. We also analysed a validation cohort of 66 metastatic melanoma patients monitored prospectively after response to systemic therapy. RESULTS ctDNA was detected in 62% of patients at the time of disease progression. For 67 patients that responded to treatment, the mean ctDNA level at progressive disease was significantly higher than at the time of response (P < 0.0001). However, only 30 of these 67 (45%) patients had a statistically significant increase in ctDNA by Poisson test. A validation cohort of 66 metastatic melanoma patients monitored prospectively indicated a 56% detection rate of ctDNA at progression, with only two cases showing increased ctDNA prior to radiological progression. Finally, a correlation between ctDNA levels and metabolic tumour burden was only observed in treatment naïve patients but not at the time of progression in a subgroup of patients failing BRAF inhibition (N = 15). CONCLUSIONS These results highlight the low efficacy of ctDNA to detect disease progression in melanoma when compared mainly to standard positron emission tomography imaging.
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Methods for the Detection of Circulating Biomarkers in Cancer Patients. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1379:525-552. [DOI: 10.1007/978-3-031-04039-9_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Van Paemel R, Vandeputte C, Raman L, Van Thorre J, Willems L, Van Dorpe J, Van Der Linden M, De Wilde J, De Koker A, Menten B, Devalck C, Vicha A, Grega M, Schleiermacher G, Iddir Y, Chicard M, van Zogchel L, Stutterheim J, Lak NSM, Tytgat GAM, Laureys G, Speleman F, De Wilde B, Lammens T, De Preter K, Van Roy N. The feasibility of using liquid biopsies as a complementary assay for copy number aberration profiling in routinely collected paediatric cancer patient samples. Eur J Cancer 2021; 160:12-23. [PMID: 34794856 DOI: 10.1016/j.ejca.2021.09.022] [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: 05/12/2021] [Revised: 07/27/2021] [Accepted: 09/11/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Paediatric tumours are often characterised by the presence of recurrent DNA copy number alterations (CNAs). These DNA copy number profiles, obtained from a tissue biopsy, can aid in the correct prognostic classification and therapeutic stratification of several paediatric cancer entities (e.g. MYCN amplification in neuroblastoma) and are part of the routine diagnostic practice. Liquid biopsies (LQBs) offer a potentially safer alternative for such invasive tumour tissue biopsies and can provide deeper insight into tumour heterogeneity. PROCEDURE The robustness and reliability of LQB CNA analyses was evaluated. We performed retrospective CNA profiling using shallow whole-genome sequencing (sWGS) on paired plasma circulating cell-free DNA (cfDNA) and tissue DNA samples from routinely collected samples from paediatric patients (n = 128) representing different tumour entities, including osteosarcoma, Ewing sarcoma, rhabdomyosarcoma, Wilms tumour, brain tumours and neuroblastoma. RESULTS Overall, we observed a good concordance between CNAs in tissue DNA and cfDNA. The main cause of CNA discordance was found to be low cfDNA sample quality (i.e. the ratio of cfDNA (<700 bp) and high molecular weight DNA (>700 bp)). Furthermore, CNAs were observed that were present in cfDNA and not in tissue DNA, or vice-versa. In neuroblastoma samples, no false-positives or false-negatives were identified for the detection of the prognostic marker MYCN amplification. CONCLUSION In future prospective studies, CNA analysis on LQBs that are of sufficient quality can serve as a complementary assay for CNA analysis on tissue biopsies, as either cfDNA or tissue DNA can contain CNAs that cannot be identified in the other biomaterial.
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Affiliation(s)
- Ruben Van Paemel
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium; Research Foundation Flanders, Belgium
| | - Charlotte Vandeputte
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Lennart Raman
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Jolien Van Thorre
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium
| | - Leen Willems
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Jo Van Dorpe
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Malaïka Van Der Linden
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Jilke De Wilde
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Andries De Koker
- Center for Medical Biotechnology, Flemish Institute Biotechnology (VIB), Ghent, Belgium; Research Foundation Flanders, Belgium
| | - Björn Menten
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | | | - Ales Vicha
- Department of Pediatric Hematology and Oncology, Charles University, Second Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
| | - Marek Grega
- Department of Pathology and Molecular Medicine, 2nd Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Gudrun Schleiermacher
- Translational Pediatric Oncology, Centre de recherche de l'Institut Curie, Paris, France
| | - Yasmine Iddir
- Translational Pediatric Oncology, Centre de recherche de l'Institut Curie, Paris, France
| | - Mathieu Chicard
- Translational Pediatric Oncology, Centre de recherche de l'Institut Curie, Paris, France
| | - Lieke van Zogchel
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | | | - Nathalie S M Lak
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Experimental Immunohematology, Sanquin Research and Landsteiner Laboratory, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - G A M Tytgat
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Geneviève Laureys
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Frank Speleman
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Bram De Wilde
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Katleen De Preter
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Nadine Van Roy
- Center for Medical Genetics, Ghent University Hospital, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.
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Hadjimichael AC, Pergaris A, Kaspiris A, Foukas AF, Theocharis SE. Liquid Biopsy: A New Translational Diagnostic and Monitoring Tool for Musculoskeletal Tumors. Int J Mol Sci 2021; 22:11526. [PMID: 34768955 PMCID: PMC8583711 DOI: 10.3390/ijms222111526] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 10/21/2021] [Accepted: 10/23/2021] [Indexed: 12/17/2022] Open
Abstract
Soft tissue and bone sarcomas represent a group of aggressive neoplasms often accompanied by dismal patient prognosis, especially when distant metastases are present. Moreover, effective treatment can pose a challenge, as recurrences are frequent and almost half of patients present with advanced disease. Researchers have unveiled the molecular abnormalities implicated in sarcomas' carcinogenesis, paving the way for novel treatment strategies based on each individual tumor's characteristics. Therefore, the development of new techniques aiding in early disease detection and tumor molecular profiling is imperative. Liquid biopsy refers to the sampling and analysis of patients' fluids, such as blood, to identify tumor biomarkers, through a variety of methods, including qRT-PCR, qPCR, droplet digital PCR, magnetic microbeads and digital PCR. Assessment of circulating tumor cells (CTCs), circulating free DNA (ctDNA), micro RNAs (miRs), long non-coding RNAs (lncRNAs), exosomes and exosome-associated proteins can yield a plethora of information on tumor molecular signature, histologic type and disease stage. In addition, the minimal invasiveness of the procedure renders possible its wide application in the clinical setting, and, therefore, the early detection of the presence of tumors. In this review of the literature, we gathered information on biomarkers assessed through liquid biopsy in soft tissue and bone sarcoma patients and we present the information they can yield for each individual tumor type.
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Affiliation(s)
- Argyris C. Hadjimichael
- First Department of Pathology, Medical School, National and Kapodistrian University of Athens, 75, Mikras Asias Street, Bld 10, Goudi, 11527 Athens, Greece; (A.C.H.); (A.P.)
- Third Department of Orthopaedic Surgery, “KAT” General Hospital of Athens, Nikis 2, 14561 Kifissia, Greece;
| | - Alexandros Pergaris
- First Department of Pathology, Medical School, National and Kapodistrian University of Athens, 75, Mikras Asias Street, Bld 10, Goudi, 11527 Athens, Greece; (A.C.H.); (A.P.)
| | - Angelos Kaspiris
- Division for Orthopaedic Research, Laboratory of Molecular Pharmacology, School of Health Sciences, University of Patras, 26504 Patras, Greece;
| | - Athanasios F. Foukas
- Third Department of Orthopaedic Surgery, “KAT” General Hospital of Athens, Nikis 2, 14561 Kifissia, Greece;
| | - Stamatios E. Theocharis
- First Department of Pathology, Medical School, National and Kapodistrian University of Athens, 75, Mikras Asias Street, Bld 10, Goudi, 11527 Athens, Greece; (A.C.H.); (A.P.)
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Hofman P. EGFR Status Assessment for Better Care of Early Stage Non-Small Cell Lung Carcinoma: What Is Changing in the Daily Practice of Pathologists? Cells 2021; 10:2157. [PMID: 34440926 PMCID: PMC8392580 DOI: 10.3390/cells10082157] [Citation(s) in RCA: 4] [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: 08/06/2021] [Revised: 08/18/2021] [Accepted: 08/19/2021] [Indexed: 02/08/2023] Open
Abstract
The recent emergence of novel neoadjuvant and/or adjuvant therapies for early stage (I-IIIA) non-small cell lung carcinoma (NSCLC), mainly tyrosine kinase inhibitors (TKIs) targeting EGFR mutations and immunotherapy or chemo-immunotherapy, has suddenly required the evaluation of biomarkers predictive of the efficacy of different treatments in these patients. Currently, the choice of one or another of these treatments mainly depends on the results of immunohistochemistry for PD-L1 and of the status of EGFR and ALK. This new development has led to the setup of different analyses for clinical and molecular pathology laboratories, which have had to rapidly integrate a number of new challenges into daily practice and to establish new organization for decision making. This review outlines the impact of the management of biological samples in laboratories and discusses perspectives for pathologists within the framework of EGFR TKIs in early stage NSCLC.
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Affiliation(s)
- Paul Hofman
- Laboratory of Clinical and Experimental Pathology, CHU Nice, FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06108 Nice, France; ; Tel.: +33-492-038-855; Fax: +33-492-8850
- CHU Nice, FHU OncoAge, Hospital-Integrated Biobank BB-0033-00025, Université Côte d’Azur, 06000 Nice, France
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Assessment of Circulating Nucleic Acids in Cancer: From Current Status to Future Perspectives and Potential Clinical Applications. Cancers (Basel) 2021; 13:cancers13143460. [PMID: 34298675 PMCID: PMC8307284 DOI: 10.3390/cancers13143460] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 07/01/2021] [Accepted: 07/06/2021] [Indexed: 02/06/2023] Open
Abstract
Current approaches for cancer detection and characterization are based on radiological procedures coupled with tissue biopsies, despite relevant limitations in terms of overall accuracy and feasibility, including relevant patients' discomfort. Liquid biopsies enable the minimally invasive collection and analysis of circulating biomarkers released from cancer cells and stroma, representing therefore a promising candidate for the substitution or integration in the current standard of care. Despite the potential, the current clinical applications of liquid biopsies are limited to a few specific purposes. The lack of standardized procedures for the pre-analytical management of body fluids samples and the detection of circulating biomarkers is one of the main factors impacting the effective advancement in the applicability of liquid biopsies to clinical practice. The aim of this work, besides depicting current methods for samples collection, storage, quality check and biomarker extraction, is to review the current techniques aimed at analyzing one of the main circulating biomarkers assessed through liquid biopsy, namely cell-free nucleic acids, with particular regard to circulating tumor DNA (ctDNA). ctDNA current and potential applications are reviewed as well.
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Bellassai N, D’Agata R, Marti A, Rozzi A, Volpi S, Allegretti M, Corradini R, Giacomini P, Huskens J, Spoto G. Detection of Tumor DNA in Human Plasma with a Functional PLL-Based Surface Layer and Plasmonic Biosensing. ACS Sens 2021; 6:2307-2319. [PMID: 34032412 PMCID: PMC8294610 DOI: 10.1021/acssensors.1c00360] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 05/13/2021] [Indexed: 12/20/2022]
Abstract
Standard protocols for the analysis of circulating tumor DNA (ctDNA) include the isolation of DNA from the patient's plasma and its amplification and analysis in buffered solutions. The application of such protocols is hampered by several factors, including the complexity and time-constrained preanalytical procedures, risks for sample contamination, extended analysis time, and assay costs. A recently introduced nanoparticle-enhanced surface plasmon resonance imaging-based assay has been shown to simplify procedures for the direct detection of tumor DNA in the patient's plasma, greatly simplifying the cumbersome preanalytical phase. To further simplify the protocol, a new dual-functional low-fouling poly-l-lysine (PLL)-based surface layer has been introduced that is described herein. The new PLL-based layer includes a densely immobilized CEEEEE oligopeptide to create a charge-balanced system preventing the nonspecific adsorption of plasma components on the sensor surface. The layer also comprises sparsely attached peptide nucleic acid probes complementary to the sequence of circulating DNA, e.g., the analyte that has to be captured in the plasma from cancer patients. We thoroughly investigated the contribution of each component of the dual-functional polymer to the antifouling properties of the surface layer. The low-fouling property of the new surface layer allowed us to detect wild-type and KRAS p.G12D-mutated DNA in human plasma at the attomolar level (∼2.5 aM) and KRAS p.G13D-mutated tumor DNA in liquid biopsy from a cancer patient with almost no preanalytical treatment of the patient's plasma, no need to isolate DNA from plasma, and without PCR amplification of the target sequence.
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Affiliation(s)
- Noemi Bellassai
- Department
of Chemical Sciences, University of Catania, Viale Andrea Doria 6, 95122 Catania, Italy
| | - Roberta D’Agata
- Department
of Chemical Sciences, University of Catania, Viale Andrea Doria 6, 95122 Catania, Italy
- INBB,
Istituto Nazionale di Biostrutture e Biosistemi, Viale delle Medaglie d’Oro, 305, 00136 Roma, Italy
| | - Almudena Marti
- Department
of Molecules & Materials, MESA+ Institute for Nanotechnology,
Faculty of Science & Technology, University
of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
| | - Andrea Rozzi
- Department
of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area Delle Scienze, 17/A, 43124 Parma, Italy
| | - Stefano Volpi
- Department
of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area Delle Scienze, 17/A, 43124 Parma, Italy
| | - Matteo Allegretti
- Oncogenomics
and Epigenetics, IRCCS Regina Elena National
Cancer Institute, Via
Elio Chianesi, 53, 00144 Rome, Italy
| | - Roberto Corradini
- INBB,
Istituto Nazionale di Biostrutture e Biosistemi, Viale delle Medaglie d’Oro, 305, 00136 Roma, Italy
- Department
of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parco Area Delle Scienze, 17/A, 43124 Parma, Italy
| | - Patrizio Giacomini
- Oncogenomics
and Epigenetics, IRCCS Regina Elena National
Cancer Institute, Via
Elio Chianesi, 53, 00144 Rome, Italy
| | - Jurriaan Huskens
- Department
of Molecules & Materials, MESA+ Institute for Nanotechnology,
Faculty of Science & Technology, University
of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands
| | - Giuseppe Spoto
- Department
of Chemical Sciences, University of Catania, Viale Andrea Doria 6, 95122 Catania, Italy
- INBB,
Istituto Nazionale di Biostrutture e Biosistemi, Viale delle Medaglie d’Oro, 305, 00136 Roma, Italy
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33
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From Sampling to Sequencing: A Liquid Biopsy Pre-Analytic Workflow to Maximize Multi-Layer Genomic Information from a Single Tube. Cancers (Basel) 2021; 13:cancers13123002. [PMID: 34203921 PMCID: PMC8232701 DOI: 10.3390/cancers13123002] [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: 03/29/2021] [Revised: 05/03/2021] [Accepted: 06/09/2021] [Indexed: 01/09/2023] Open
Abstract
Simple Summary Liquid biopsies seek to isolate tumor derived genetic material that circulates in blood plasma or cerebrospinal fluid. The less-invasive character of liquid biopsies combined with the option for serial analyses bears enormous potential for treatment monitoring or surveillance. We aimed to establish robust sampling protocols and pre-analytical workflows to allow for site independent multi-layer liquid biopsy testing. For an optimal usage of precious material, we explored sample stabilization in various conservation tubes and describe a protocol for the parallel isolation of cell-free DNA and RNA. Quantification and quality control steps were optimized for minimal sample use with both high sensitivity and reproducibility. We provide detailed step-by-step information on how to i) choose the best-suited protocol and ii) implement this in the liquid biopsy workflow. We believe that our study has potential to increase comparability of liquid biopsy approaches to bring these one step closer to routine clinical application. Abstract Liquid biopsies hold great promise for the management of cancer. Reliable liquid biopsy data depend on stable and reproducible pre-analytical protocols that comply with quality measures, irrespective of the sampling and processing site. We established a workflow for plasma preservation, followed by processing, cell-free nucleic acid isolation, quantification, and enrichment of potentially tumor-derived cell-free DNA and RNA. Employing the same input material for a direct comparison of different kits and protocols allowed us to formulate unbiased recommendations for sample collection, storage, and processing. The presented workflow integrates the stabilization in Norgen, PAX, or Streck tubes and subsequent parallel isolation of cell-free DNA and RNA with NucleoSnap and NucleoSpin. Qubit, Bioanalyzer, and TapeStation quantification and quality control steps were optimized for minimal sample use and high sensitivity and reproducibility. We show the efficiency of the proposed workflow by successful droplet digital PCR amplification of both cell-free DNA and RNA and by detection of tumor-specific alterations in low-coverage whole-genome sequencing and DNA methylation profiling of plasma-derived cell-free DNA. For the first time, we demonstrated successful parallel extraction of cell-free DNA and RNA from plasma samples. This workflow paves the road towards multi-layer genomic analysis from one single liquid biopsy sample.
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34
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Cai S, Pataillot-Meakin T, Shibakawa A, Ren R, Bevan CL, Ladame S, Ivanov AP, Edel JB. Single-molecule amplification-free multiplexed detection of circulating microRNA cancer biomarkers from serum. Nat Commun 2021; 12:3515. [PMID: 34112774 PMCID: PMC8192752 DOI: 10.1038/s41467-021-23497-y] [Citation(s) in RCA: 86] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/30/2021] [Indexed: 02/07/2023] Open
Abstract
MicroRNAs (miRNAs) play essential roles in post-transcriptional gene expression and are also found freely circulating in bodily fluids such as blood. Dysregulated miRNA signatures have been associated with many diseases including cancer, and miRNA profiling from liquid biopsies offers a promising strategy for cancer diagnosis, prognosis and monitoring. Here, we develop size-encoded molecular probes that can be used for simultaneous electro-optical nanopore sensing of miRNAs, allowing for ultrasensitive, sequence-specific and multiplexed detection directly in unprocessed human serum, in sample volumes as small as 0.1 μl. We show that this approach allows for femtomolar sensitivity and single-base mismatch selectivity. We demonstrate the ability to simultaneously monitor miRNAs (miR-141-3p and miR-375-3p) from prostate cancer patients with active disease and in remission. This technology can pave the way for next generation of minimally invasive diagnostic and companion diagnostic tests for cancer.
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Affiliation(s)
- Shenglin Cai
- Department of Chemistry, Imperial College London, Molecular Science Research Hub, London, W12 0BZ, UK
| | - Thomas Pataillot-Meakin
- Department of Chemistry, Imperial College London, Molecular Science Research Hub, London, W12 0BZ, UK
- Department of Bioengineering, Imperial College London, Sir Michael Uren Hub, London, W12 0BZ, UK
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Akifumi Shibakawa
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Ren Ren
- Department of Chemistry, Imperial College London, Molecular Science Research Hub, London, W12 0BZ, UK
| | - Charlotte L Bevan
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK.
| | - Sylvain Ladame
- Department of Bioengineering, Imperial College London, Sir Michael Uren Hub, London, W12 0BZ, UK.
| | - Aleksandar P Ivanov
- Department of Chemistry, Imperial College London, Molecular Science Research Hub, London, W12 0BZ, UK.
| | - Joshua B Edel
- Department of Chemistry, Imperial College London, Molecular Science Research Hub, London, W12 0BZ, UK.
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35
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Molecular Genetics in Neuroblastoma Prognosis. CHILDREN-BASEL 2021; 8:children8060456. [PMID: 34072462 PMCID: PMC8226597 DOI: 10.3390/children8060456] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 05/23/2021] [Accepted: 05/27/2021] [Indexed: 12/12/2022]
Abstract
In recent years, much research has been carried out to identify the biological and genetic characteristics of the neuroblastoma (NB) tumor in order to precisely define the prognostic subgroups for improving treatment stratification. This review will describe the major genetic features and the recent scientific advances, focusing on their impact on diagnosis, prognosis, and therapeutic solutions in NB clinical management.
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36
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Peneder P, Stütz AM, Surdez D, Krumbholz M, Semper S, Chicard M, Sheffield NC, Pierron G, Lapouble E, Tötzl M, Ergüner B, Barreca D, Rendeiro AF, Agaimy A, Boztug H, Engstler G, Dworzak M, Bernkopf M, Taschner-Mandl S, Ambros IM, Myklebost O, Marec-Bérard P, Burchill SA, Brennan B, Strauss SJ, Whelan J, Schleiermacher G, Schaefer C, Dirksen U, Hutter C, Boye K, Ambros PF, Delattre O, Metzler M, Bock C, Tomazou EM. Multimodal analysis of cell-free DNA whole-genome sequencing for pediatric cancers with low mutational burden. Nat Commun 2021; 12:3230. [PMID: 34050156 PMCID: PMC8163828 DOI: 10.1038/s41467-021-23445-w] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 04/29/2021] [Indexed: 12/19/2022] Open
Abstract
Sequencing of cell-free DNA in the blood of cancer patients (liquid biopsy) provides attractive opportunities for early diagnosis, assessment of treatment response, and minimally invasive disease monitoring. To unlock liquid biopsy analysis for pediatric tumors with few genetic aberrations, we introduce an integrated genetic/epigenetic analysis method and demonstrate its utility on 241 deep whole-genome sequencing profiles of 95 patients with Ewing sarcoma and 31 patients with other pediatric sarcomas. Our method achieves sensitive detection and classification of circulating tumor DNA in peripheral blood independent of any genetic alterations. Moreover, we benchmark different metrics for cell-free DNA fragmentation analysis, and we introduce the LIQUORICE algorithm for detecting circulating tumor DNA based on cancer-specific chromatin signatures. Finally, we combine several fragmentation-based metrics into an integrated machine learning classifier for liquid biopsy analysis that exploits widespread epigenetic deregulation and is tailored to cancers with low mutation rates. Clinical associations highlight the potential value of cfDNA fragmentation patterns as prognostic biomarkers in Ewing sarcoma. In summary, our study provides a comprehensive analysis of circulating tumor DNA beyond recurrent genetic aberrations, and it renders the benefits of liquid biopsy more readily accessible for childhood cancers.
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Affiliation(s)
- Peter Peneder
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Adrian M Stütz
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Didier Surdez
- INSERM U830, Équipe Labellisée LNCC, PSL Research University, SIREDO Oncology Centre, Institut Curie Research Centre, Paris, France
- Balgrist University Hospital, University of Zurich, Zurich, Switzerland
| | - Manuela Krumbholz
- Department of Pediatrics, University Hospital Erlangen, Erlangen, Germany
| | - Sabine Semper
- Department of Pediatrics, University Hospital Erlangen, Erlangen, Germany
| | - Mathieu Chicard
- INSERM U830, Équipe Labellisée LNCC, PSL Research University, SIREDO Oncology Centre, Institut Curie Research Centre, Paris, France
| | - Nathan C Sheffield
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Gaelle Pierron
- Unité de Génétique Somatique, Service d'oncogénétique, Institut Curie, Centre Hospitalier, Paris, France
| | - Eve Lapouble
- Unité de Génétique Somatique, Service d'oncogénétique, Institut Curie, Centre Hospitalier, Paris, France
| | - Marcus Tötzl
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Bekir Ergüner
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Daniele Barreca
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - André F Rendeiro
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Abbas Agaimy
- Institute of Pathology, University Hospital Erlangen, Erlangen, Germany
| | - Heidrun Boztug
- St. Anna Kinderspital, Department of Pediatrics, Medical University, Vienna, Austria
| | - Gernot Engstler
- St. Anna Kinderspital, Department of Pediatrics, Medical University, Vienna, Austria
| | - Michael Dworzak
- St. Anna Kinderspital, Department of Pediatrics, Medical University, Vienna, Austria
| | - Marie Bernkopf
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | | | - Inge M Ambros
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Ola Myklebost
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Perrine Marec-Bérard
- Pediatric Department, Hematology and Oncology Pediatric Institute, Centre Léon Bérard, Lyon, France
| | - Susan Ann Burchill
- Children's Cancer Research Group, Leeds Institute of Medical Research, St. James's University Hospital, Leeds, UK
| | - Bernadette Brennan
- Department of Pediatric Oncology, Royal Manchester Children's Hospital, Manchester, UK
| | - Sandra J Strauss
- Department of Oncology, UCL Cancer Institute, London, UK
- Department of Oncology, University College London Hospital, London, UK
| | - Jeremy Whelan
- Department of Oncology, University College London Hospital, London, UK
| | - Gudrun Schleiermacher
- INSERM U830, Équipe Labellisée LNCC, PSL Research University, SIREDO Oncology Centre, Institut Curie Research Centre, Paris, France
| | - Christiane Schaefer
- University Hospital Essen, Pediatrics III, West German Cancer Centre, Essen, Germany
| | - Uta Dirksen
- University Hospital Essen, Pediatrics III, West German Cancer Centre, Essen, Germany
| | - Caroline Hutter
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
- St. Anna Kinderspital, Department of Pediatrics, Medical University, Vienna, Austria
| | - Kjetil Boye
- Department of Oncology, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway
| | - Peter F Ambros
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria
| | - Olivier Delattre
- INSERM U830, Équipe Labellisée LNCC, PSL Research University, SIREDO Oncology Centre, Institut Curie Research Centre, Paris, France
- Unité de Génétique Somatique, Service d'oncogénétique, Institut Curie, Centre Hospitalier, Paris, France
| | - Markus Metzler
- Department of Pediatrics, University Hospital Erlangen, Erlangen, Germany
| | - Christoph Bock
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
- Institute of Artificial Intelligence, Center for Medical Statistics, Informatics, and Intelligent Systems, Medical University of Vienna, Vienna, Austria.
- Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria.
| | - Eleni M Tomazou
- St. Anna Children's Cancer Research Institute (CCRI), Vienna, Austria.
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37
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Cimadamore A, Cheng L, Massari F, Santoni M, Pepi L, Franzese C, Scarpelli M, Lopez-Beltran A, Galosi AB, Montironi R. Circulating Tumor DNA Testing for Homology Recombination Repair Genes in Prostate Cancer: From the Lab to the Clinic. Int J Mol Sci 2021; 22:5522. [PMID: 34073818 PMCID: PMC8197269 DOI: 10.3390/ijms22115522] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 05/17/2021] [Accepted: 05/18/2021] [Indexed: 12/24/2022] Open
Abstract
Approximately 23% of metastatic castration-resistant prostate cancers (mCRPC) harbor deleterious aberrations in DNA repair genes. Poly (ADP-ribose) polymerase (PARP) inhibitors (PARPi) therapy has shown improvements in overall survival in patients with mCRPC who harbor somatic and/or germline alterations of homology recombination repair (HRR) genes. Peripheral blood samples are typically used for the germline mutation analysis test using the DNA extracted from peripheral blood leucocytes. Somatic alterations can be assessed by extracting DNA from a tumor tissue sample or using circulating tumor DNA (ctDNA) extracted from a plasma sample. Each of these genetic tests has its own benefits and limitations. The main advantages compared to the tissue test are that liquid biopsy is a non-invasive and easily repeatable test with the value of better representing tumor heterogeneity than primary biopsy and of capturing changes and/or resistance mutations in the genetic tumor profile during disease progression. Furthermore, ctDNA can inform about mutation status and guide treatment options in patients with mCRPC. Clinical validation and test implementation into routine clinical practice are currently very limited. In this review, we discuss the state of the art of the ctDNA test in prostate cancer compared to blood and tissue testing. We also illustrate the ctDNA testing workflow, the available techniques for ctDNA extraction, sequencing, and analysis, describing advantages and limits of each techniques.
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Affiliation(s)
- Alessia Cimadamore
- Section of Pathological Anatomy, School of Medicine, Polytechnic University of the Marche Region, United Hospitals, 60126 Ancona, Italy; (A.C.); (L.P.); (M.S.)
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN 46202, USA;
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni 15, 40138 Bologna, Italy;
| | - Matteo Santoni
- Oncology Unit, Macerata Hospital, 62100 Macerata, Italy;
| | - Laura Pepi
- Section of Pathological Anatomy, School of Medicine, Polytechnic University of the Marche Region, United Hospitals, 60126 Ancona, Italy; (A.C.); (L.P.); (M.S.)
| | - Carmine Franzese
- Department of Specialist Clinical Science and Odontostomatology, Urology Division, Polytechnic University of the Marche Region, United Hospitals, 60126 Ancona, Italy; (C.F.); (A.B.G.)
| | - Marina Scarpelli
- Section of Pathological Anatomy, School of Medicine, Polytechnic University of the Marche Region, United Hospitals, 60126 Ancona, Italy; (A.C.); (L.P.); (M.S.)
| | - Antonio Lopez-Beltran
- Department of Morphological Sciences, Cordoba University Medical School, 14071 Cordoba, Spain;
| | - Andrea Benedetto Galosi
- Department of Specialist Clinical Science and Odontostomatology, Urology Division, Polytechnic University of the Marche Region, United Hospitals, 60126 Ancona, Italy; (C.F.); (A.B.G.)
| | - Rodolfo Montironi
- Section of Pathological Anatomy, School of Medicine, Polytechnic University of the Marche Region, United Hospitals, 60126 Ancona, Italy; (A.C.); (L.P.); (M.S.)
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38
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Degli Esposti C, Iadarola B, Maestri S, Beltrami C, Lavezzari D, Morini M, De Marco P, Erminio G, Garaventa A, Zara F, Delledonne M, Ognibene M, Pezzolo A. Exosomes from Plasma of Neuroblastoma Patients Contain Doublestranded DNA Reflecting the Mutational Status of Parental Tumor Cells. Int J Mol Sci 2021; 22:ijms22073667. [PMID: 33915956 PMCID: PMC8036333 DOI: 10.3390/ijms22073667] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 03/28/2021] [Accepted: 03/30/2021] [Indexed: 02/07/2023] Open
Abstract
Neuroblastoma (NB) is an aggressive infancy tumor, leading cause of death among preschool age diseases. Here we focused on characterization of exosomal DNA (exo-DNA) isolated from plasma cell-derived exosomes of neuroblastoma patients, and its potential use for detection of somatic mutations present in the parental tumor cells. Exosomes are small extracellular membrane vesicles secreted by most cells, playing an important role in intercellular communications. Using an enzymatic method, we provided evidence for the presence of double-stranded DNA in the NB exosomes. Moreover, by whole exome sequencing, we demonstrated that NB exo-DNA represents the entire exome and that it carries tumor-specific genetic mutations, including those occurring on known oncogenes and tumor suppressor genes in neuroblastoma (ALK, CHD5, SHANK2, PHOX2B, TERT, FGFR1, and BRAF). NB exo-DNA can be useful to identify variants responsible for acquired resistance, such as mutations of ALK, TP53, and RAS/MAPK genes that appear in relapsed patients. The possibility to isolate and to enrich NB derived exosomes from plasma using surface markers, and the quick and easy extraction of exo-DNA, gives this methodology a translational potential in the clinic. Exo-DNA can be an attractive non-invasive biomarker for NB molecular diagnostic, especially when tissue biopsy cannot be easily available.
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Affiliation(s)
- Chiara Degli Esposti
- Dipartimento di Biotecnologie, Università degli Studi di Verona, 37134 Verona, Italy; (C.D.E.); (B.I.); (S.M.); (C.B.); (D.L.); (M.D.)
| | - Barbara Iadarola
- Dipartimento di Biotecnologie, Università degli Studi di Verona, 37134 Verona, Italy; (C.D.E.); (B.I.); (S.M.); (C.B.); (D.L.); (M.D.)
| | - Simone Maestri
- Dipartimento di Biotecnologie, Università degli Studi di Verona, 37134 Verona, Italy; (C.D.E.); (B.I.); (S.M.); (C.B.); (D.L.); (M.D.)
| | - Cristina Beltrami
- Dipartimento di Biotecnologie, Università degli Studi di Verona, 37134 Verona, Italy; (C.D.E.); (B.I.); (S.M.); (C.B.); (D.L.); (M.D.)
| | - Denise Lavezzari
- Dipartimento di Biotecnologie, Università degli Studi di Verona, 37134 Verona, Italy; (C.D.E.); (B.I.); (S.M.); (C.B.); (D.L.); (M.D.)
| | - Martina Morini
- Laboratorio di Biologia Molecolare, IRCCS Giannina Gaslini, 16147 Genova, Italy;
| | - Patrizia De Marco
- U.O.C. Genetica Medica, IRCCS Giannina Gaslini, 16147 Genova, Italy; (P.D.M.); (F.Z.)
| | - Giovanni Erminio
- Epidemiologia e Biostatistica, IRCCS Giannina Gaslini, 16147 Genova, Italy;
| | - Alberto Garaventa
- Divisione di Oncologia, IRCCS Giannina Gaslini, 16147 Genova, Italy;
| | - Federico Zara
- U.O.C. Genetica Medica, IRCCS Giannina Gaslini, 16147 Genova, Italy; (P.D.M.); (F.Z.)
| | - Massimo Delledonne
- Dipartimento di Biotecnologie, Università degli Studi di Verona, 37134 Verona, Italy; (C.D.E.); (B.I.); (S.M.); (C.B.); (D.L.); (M.D.)
| | - Marzia Ognibene
- U.O.C. Genetica Medica, IRCCS Giannina Gaslini, 16147 Genova, Italy; (P.D.M.); (F.Z.)
- Correspondence: ; Tel.: +39-010-56362601
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Andersson D, Kristiansson H, Kubista M, Ståhlberg A. Ultrasensitive circulating tumor DNA analysis enables precision medicine: experimental workflow considerations. Expert Rev Mol Diagn 2021; 21:299-310. [PMID: 33683971 DOI: 10.1080/14737159.2021.1889371] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Introduction: Circulating tumor DNA (ctDNA) has become a relevant biomarker in cancer management, allowing tumor assessment through analysis of minimally invasive liquid biopsies. Applications include screening, diagnostics, monitoring of treatment efficacy and detection of minimal residual disease as well as relapse. The potential of ctDNA analysis is significant, but several biological and technical challenges need to be addressed before widespread clinical implementation.Areas covered: Several clinical applications where ctDNA analysis may be beneficial require detection of individual DNA molecules. Consequently, to acquire accurate and informative data the entire workflow from sampling to final data interpretation needs to be optimized. In this review, we discuss the biological and technical challenges of ctDNA analysis and how preanalytical and analytical approaches affect different cancer applications.Expert opinion: While numerous studies have demonstrated the potential of using ctDNA in cancer applications, yet few reports about true clinical utility exist. Despite encouraging data, the sensitivity of ctDNA analyses, i.e. the probability to detect presence of cancer in liquid biopsies, is still an issue. Analysis of multiple mutations in combination with simultaneous assessment of other analytes is one solution. Improved standardization and guidelines will also facilitate the introduction of ctDNA analysis into clinical routine.
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Affiliation(s)
- Daniel Andersson
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Helena Kristiansson
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Mikael Kubista
- Institute of Biotechnology, Czech Academy of Sciences, Vestec, Czech Republic.,TATAA Biocenter, Gothenburg, Sweden
| | - Anders Ståhlberg
- Sahlgrenska Center for Cancer Research, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden.,Department of Clinical Genetics and Genomics, Sahlgrenska University Hospital, Gothenburg, Sweden
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40
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Gómez-Peregrina D, García-Valverde A, Pilco-Janeta D, Serrano C. Liquid Biopsy in Gastrointestinal Stromal Tumors: Ready for Prime Time? Curr Treat Options Oncol 2021; 22:32. [PMID: 33641024 DOI: 10.1007/s11864-021-00832-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2021] [Indexed: 02/07/2023]
Abstract
OPINION STATEMENT Gastrointestinal stromal tumor (GIST) constitutes a paradigm for clinically effective targeted inhibition of oncogenic driver mutations. Therefore, GIST has emerged as a compelling clinical and biological model to study oncogene addiction and to validate preclinical concepts for drug response and drug resistance. Oncogenic activation of KIT or PDGFRA receptor tyrosine kinases is the essential drivers of GIST progression throughout all stages of the disease. Interestingly, KIT/PDGFRA genotype predicts the response to first-line imatinib and to all tyrosine kinase inhibitors (TKIs) approved or in investigation after imatinib failure. Considering that TKIs are effective only against a subset of KIT or PDGFRA resistance mutations, close monitoring of tumor dynamics with non-invasive methods such as liquid biopsy emerges as a necessary step forward in the field. Liquid biopsy, in contrast to solid tumor biopsy, aims to characterize tumors irrespective of heterogeneity. Although there are several components in the peripheral blood, most recent studies have been focused on circulating tumor (ct)DNA, due to the technological feasibility, the stability of DNA itself and DNA alterations, and the therapeutic development in precision oncology largely based on the identification of genetic driver mutations. In the present review, we systematically dissect the current wealth of data of ctDNA in GIST. To do so, a critical understanding of the promises and limitations of the current technologies will be followed by an exposition of the knowledge gathered with such studies in GIST. Collectively, our goal is to establish clear premises that can be used as the foundations to build future studies towards the clinical implementation of ctDNA evaluation in GIST patients.
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Affiliation(s)
- David Gómez-Peregrina
- Sarcoma Translational Research Laboratory, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Campus, C/ Natzaret 115-117, 08035, Barcelona, Spain
| | - Alfonso García-Valverde
- Sarcoma Translational Research Laboratory, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Campus, C/ Natzaret 115-117, 08035, Barcelona, Spain
| | - Daniel Pilco-Janeta
- Sarcoma Translational Research Laboratory, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Campus, C/ Natzaret 115-117, 08035, Barcelona, Spain
| | - César Serrano
- Sarcoma Translational Research Laboratory, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Campus, C/ Natzaret 115-117, 08035, Barcelona, Spain. .,Department of Medical Oncology, Vall d'Hebron University Hospital, P/Vall d'Hebron 119, 08035, Barcelona, Spain.
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41
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Liquid biopsy enters the clinic - implementation issues and future challenges. Nat Rev Clin Oncol 2021; 18:297-312. [PMID: 33473219 DOI: 10.1038/s41571-020-00457-x] [Citation(s) in RCA: 577] [Impact Index Per Article: 192.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 02/07/2023]
Abstract
Historically, studies of disseminated tumour cells in bone marrow and circulating tumour cells in peripheral blood have provided crucial insights into cancer biology and the metastatic process. More recently, advances in the detection and characterization of circulating tumour DNA (ctDNA) have finally enabled the introduction of liquid biopsy assays into clinical practice. The FDA has already approved several single-gene assays and, more recently, multigene assays to detect genetic alterations in plasma cell-free DNA (cfDNA) for use as companion diagnostics matched to specific molecularly targeted therapies for cancer. These approvals mark a tipping point for the widespread use of liquid biopsy in the clinic, and mostly in patients with advanced-stage cancer. The next frontier for the clinical application of liquid biopsy is likely to be the systemic treatment of patients with 'ctDNA relapse', a term we introduce for ctDNA detection prior to imaging-detected relapse after curative-intent therapy for early stage disease. Cancer screening and diagnosis are other potential future applications. In this Perspective, we discuss key issues and gaps in technology, clinical trial methodologies and logistics for the eventual integration of liquid biopsy into the clinical workflow.
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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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Lee N, Park MJ, Song W, Jeon K, Jeong S. Currently Applied Molecular Assays for Identifying ESR1 Mutations in Patients with Advanced Breast Cancer. Int J Mol Sci 2020; 21:ijms21228807. [PMID: 33233830 PMCID: PMC7699999 DOI: 10.3390/ijms21228807] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 11/17/2020] [Accepted: 11/19/2020] [Indexed: 12/11/2022] Open
Abstract
Approximately 70% of breast cancers, the leading cause of cancer-related mortality worldwide, are positive for the estrogen receptor (ER). Treatment of patients with luminal subtypes is mainly based on endocrine therapy. However, ER positivity is reduced and ESR1 mutations play an important role in resistance to endocrine therapy, leading to advanced breast cancer. Various methodologies for the detection of ESR1 mutations have been developed, and the most commonly used method is next-generation sequencing (NGS)-based assays (50.0%) followed by droplet digital PCR (ddPCR) (45.5%). Regarding the sample type, tissue (50.0%) was more frequently used than plasma (27.3%). However, plasma (46.2%) became the most used method in 2016-2019, in contrast to 2012-2015 (22.2%). In 2016-2019, ddPCR (61.5%), rather than NGS (30.8%), became a more popular method than it was in 2012-2015. The easy accessibility, non-invasiveness, and demonstrated usefulness with high sensitivity of ddPCR using plasma have changed the trends. When using these assays, there should be a comprehensive understanding of the principles, advantages, vulnerability, and precautions for interpretation. In the future, advanced NGS platforms and modified ddPCR will benefit patients by facilitating treatment decisions efficiently based on information regarding ESR1 mutations.
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Affiliation(s)
- Nuri Lee
- Department of Laboratory Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07440, Korea; (N.L.); (M.-J.P.); (W.S.)
| | - Min-Jeong Park
- Department of Laboratory Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07440, Korea; (N.L.); (M.-J.P.); (W.S.)
| | - Wonkeun Song
- Department of Laboratory Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07440, Korea; (N.L.); (M.-J.P.); (W.S.)
| | - Kibum Jeon
- Department of Laboratory Medicine, Hangang Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07440, Korea;
| | - Seri Jeong
- Department of Laboratory Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul 07440, Korea; (N.L.); (M.-J.P.); (W.S.)
- Correspondence: ; Tel.: +82-845-5305
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Van Paemel R, De Koker A, Caggiano C, Morlion A, Mestdagh P, De Wilde B, Vandesompele J, De Preter K. Genome-wide study of the effect of blood collection tubes on the cell-free DNA methylome. Epigenetics 2020; 16:797-807. [PMID: 33074045 PMCID: PMC8216177 DOI: 10.1080/15592294.2020.1827714] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
The methylation pattern of cfDNA, isolated from liquid biopsies, is gaining substantial interest for diagnosis and monitoring of diseases. We have evaluated the impact of type of blood collection tube and time delay between blood draw and plasma preparation on bisulphite-based cfDNA methylation profiling. Fifteen tubes of blood were drawn from three healthy volunteer subjects (BD Vacutainer K2E EDTA spray tubes, Streck Cell-Free DNA BCT tubes, PAXgene Blood ccfDNA tubes, Roche Cell-Free DNA Collection tubes and Biomatrica LBgard blood tubes in triplicate). Samples were either immediately processed or stored at room temperature for 24 or 72 hours before plasma preparation. DNA fragment size was evaluated by capillary electrophoresis. Reduced representation bisulphite sequencing was performed on the cell-free DNA isolated from these plasma samples. We evaluated the impact of blood tube and time delay on several quality control metrics. All preservation tubes performed similar on the quality metrics that were evaluated. Furthermore, a considerable increase in cfDNA concentration and the fraction of it derived from NK cells was observed after a 72-hour time delay in EDTA tubes. The methylation pattern of cfDNA is robust and reproducible in between the different preservation tubes. EDTA tubes processed as soon as possible, preferably within 24 hours, are the most cost effective. If immediate processing is not possible, preservation tubes are valid alternatives.
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Affiliation(s)
- Ruben Van Paemel
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Andries De Koker
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Center for Medical Biotechnology, Flemish Institute Biotechnology (VIB), Ghent, Belgium
| | - Christa Caggiano
- Departments of Neurology and Computational Medicine, University of California, Los Angeles, CA, USA
| | - Annelien Morlion
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Pieter Mestdagh
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Biogazelle NV, Ghent, Belgium
| | - Bram De Wilde
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jo Vandesompele
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Biogazelle NV, Ghent, Belgium
| | - Katleen De Preter
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
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Lamy PJ, van der Leest P, Lozano N, Becht C, Duboeuf F, Groen HJM, Hilgers W, Pourel N, Rifaela N, Schuuring E, Alix-Panabières C. Mass Spectrometry as a Highly Sensitive Method for Specific Circulating Tumor DNA Analysis in NSCLC: A Comparison Study. Cancers (Basel) 2020; 12:cancers12103002. [PMID: 33081150 PMCID: PMC7602843 DOI: 10.3390/cancers12103002] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 12/12/2022] Open
Abstract
Simple Summary We compared the UltraSEEK™ Lung Panel on the MassARRAY® System (Agena Bioscience) with the FDA-approved Cobas® EGFR Mutation Test v2 for the detection of EGFR mutations in liquid biopsies of NSCLC patients, accompanied with preanalytical sample assessment using the novel Liquid IQ® Panel. For the detection of relevant predictive mutations using the UltraSEEK™ Lung Panel, an input of over 10 ng showed 100% concordance with Cobas® EGFR Mutation Test v2 and detection of all tissue confirmed mutations. In case of lower ccfDNA input, the risk of missing clinically relevant mutations should be considered. The use of a preanalytical ccfDNA quality control assay such as the Liquid IQ® Panel is recommended to confidently interpret results, avoiding bias induced by non-specific genomic DNA and low input of specific tumoral ccfDNA fragments. Abstract Plasma-based tumor mutational profiling is arising as a reliable approach to detect primary and therapy-induced resistance mutations required for accurate treatment decision making. Here, we compared the FDA-approved Cobas® EGFR Mutation Test v2 with the UltraSEEK™ Lung Panel on the MassARRAY® System on detection of EGFR mutations, accompanied with preanalytical sample assessment using the novel Liquid IQ® Panel. 137 cancer patient-derived cell-free plasma samples were analyzed with the Cobas® and UltraSEEK™ tests. Liquid IQ® analysis was initially validated (n = 84) and used to determine ccfDNA input for all samples. Subsequently, Liquid IQ® results were applied to harmonize ccfDNA input for the Cobas® and UltraSEEK™ tests for 63 NSCLC patients. The overall concordance between the Cobas® and UltraSEEK™ tests was 86%. The Cobas® test detected more EGFR exon19 deletions and L858R mutations, while the UltraSEEK™ test detected more T790M mutations. A 100% concordance in both the clinical (n = 137) and harmonized (n = 63) cohorts was observed when >10 ng of ccfDNA was used as determined by the Liquid IQ® Panel. The Cobas® and UltraSEEK™ tests showed similar sensitivity in EGFR mutation detection, particularly when ccfDNA input was sufficient. It is recommended to preanalytically determine the ccfDNA concentration accurately to ensure sufficient input for reliable interpretation and treatment decision making.
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Affiliation(s)
- Pierre-Jean Lamy
- Biopathologie et Génétique des Cancers, Institute d’Analyse Médicale Imagenome, Inovie, 6 Rue Fontenille, 34000 Montpellier, France;
- Correspondence: ; Tel.: +33-430-053-100
| | - Paul van der Leest
- Department of Pathology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (N.R.); (E.S.)
| | - Nicolas Lozano
- Biopathologie et Génétique des Cancers, Institute d’Analyse Médicale Imagenome, Inovie, 6 Rue Fontenille, 34000 Montpellier, France;
| | - Catherine Becht
- Oncologie Médicale, Clinique Clémenville, 25 rue Clémenville, 34000 Montpellier, France; (C.B.); (F.D.)
| | - Frédérique Duboeuf
- Oncologie Médicale, Clinique Clémenville, 25 rue Clémenville, 34000 Montpellier, France; (C.B.); (F.D.)
| | - Harry J. M. Groen
- Department of Pulmonary Medicine, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands;
| | - Werner Hilgers
- Oncologie Médicale, Institute Sainte Catherine, 250 Chemin de Baigne Pieds, 84918 Avignon, France; (W.H.); (N.P.)
| | - Nicolas Pourel
- Oncologie Médicale, Institute Sainte Catherine, 250 Chemin de Baigne Pieds, 84918 Avignon, France; (W.H.); (N.P.)
| | - Naomi Rifaela
- Department of Pathology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (N.R.); (E.S.)
| | - Ed Schuuring
- Department of Pathology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (P.v.d.L.); (N.R.); (E.S.)
| | - Catherine Alix-Panabières
- Laboratoire de Cellules Rares Circulantes, University Medical Center of Montpellier, 641, Avenue du Doyen Gaston GIRAUD, 34093 Montpellier, France;
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Moss EL, Gorsia DN, Collins A, Sandhu P, Foreman N, Gore A, Wood J, Kent C, Silcock L, Guttery DS. Utility of Circulating Tumor DNA for Detection and Monitoring of Endometrial Cancer Recurrence and Progression. Cancers (Basel) 2020; 12:E2231. [PMID: 32785174 PMCID: PMC7463944 DOI: 10.3390/cancers12082231] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/03/2020] [Accepted: 08/07/2020] [Indexed: 12/13/2022] Open
Abstract
Despite the increasing incidence of endometrial cancer (EC) worldwide and the poor overall survival of patients who recur, no reliable biomarker exists for detecting and monitoring EC recurrence and progression during routine follow-up. Circulating tumor DNA (ctDNA) is a sensitive method for monitoring cancer activity and stratifying patients that are likely to respond to therapy. As a pilot study, we investigated the utility of ctDNA for detecting and monitoring EC recurrence and progression in 13 patients, using targeted next-generation sequencing (tNGS) and personalized ctDNA assays. Using tNGS, at least one somatic mutation at a variant allele frequency (VAF) > 20% was detected in 69% (9/13) of patient tumors. The four patients with no detectable tumor mutations at >20% VAF were whole exome sequenced, with all four harboring mutations in genes not analyzed by tNGS. Analysis of matched and longitudinal plasma DNA revealed earlier detection of EC recurrence and progression and dynamic kinetics of ctDNA levels reflecting treatment response. We also detected acquired high microsatellite instability (MSI-H) in ctDNA from one patient whose primary tumor was MSI stable. Our study suggests that ctDNA analysis could become a useful biomarker for early detection and monitoring of EC recurrence. However, further research is needed to confirm these findings and to explore their potential implications for patient management.
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Affiliation(s)
- Esther L. Moss
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Diviya N. Gorsia
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Anna Collins
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Pavandeep Sandhu
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Nalini Foreman
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
| | - Anupama Gore
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Joey Wood
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Christopher Kent
- Department of Gynaecological Oncology, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK; (A.G.); (J.W.); (C.K.)
| | - Lee Silcock
- Nonacus Limited, Birmingham Research Park, Birmingham B15 2SQ, UK;
| | - David S. Guttery
- Leicester Cancer Research Centre, College of Life Sciences, University of Leicester, Leicester LE2 7LX, UK; (D.N.G.); (A.C.); (P.S.); (N.F.)
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