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O’Hare P, Cooney T, de Blank P, Gutmann DH, Kieran M, Milde T, Fangusaro J, Fisher M, Avula S, Packer R, Fukuoka K, Mankad K, Mueller S, Waanders AJ, Opocher E, Bouffet E, Raabe E, Werle NE, Azizi AA, Robison NJ, Hernáiz Driever P, Russo M, Schouten N, van Tilburg CM, Sehested A, Grill J, Bandopadhayay P, Kilday JP, Witt O, Ashley DM, Ertl-Wagner BB, Tabori U, Hargrave DR. Resistance, rebound, and recurrence regrowth patterns in pediatric low-grade glioma treated by MAPK inhibition: A modified Delphi approach to build international consensus-based definitions-International Pediatric Low-Grade Glioma Coalition. Neuro Oncol 2024; 26:1357-1366. [PMID: 38743009 PMCID: PMC11300023 DOI: 10.1093/neuonc/noae074] [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] [Indexed: 05/16/2024] Open
Abstract
Pediatric low-grade glioma (pLGG) is the most common childhood brain tumor group. The natural history, when curative resection is not possible, is one of a chronic disease with periods of tumor stability and episodes of tumor progression. While there is a high overall survival rate, many patients experience significant and potentially lifelong morbidities. The majority of pLGGs have an underlying activation of the RAS/MAPK pathway due to mutational events, leading to the use of molecularly targeted therapies in clinical trials, with recent regulatory approval for the combination of BRAF and MEK inhibition for BRAFV600E mutated pLGG. Despite encouraging activity, tumor regrowth can occur during therapy due to drug resistance, off treatment as tumor recurrence, or as reported in some patients as a rapid rebound growth within 3 months of discontinuing targeted therapy. Definitions of these patterns of regrowth have not been well described in pLGG. For this reason, the International Pediatric Low-Grade Glioma Coalition, a global group of physicians and scientists, formed the Resistance, Rebound, and Recurrence (R3) working group to study resistance, rebound, and recurrence. A modified Delphi approach was undertaken to produce consensus-based definitions and recommendations for regrowth patterns in pLGG with specific reference to targeted therapies.
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Affiliation(s)
- Patricia O’Hare
- Department of Paediatric Oncology, Royal Belfast Hospital for Sick Children, Northern Ireland, UK
| | - Tabitha Cooney
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Broad Institute, Cambridge, Massachusetts, USA
- Day One Biopharmaceuticals, Boston, Massachusetts, USA
| | - Peter de Blank
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Broad Institute, Cambridge, Massachusetts, USA
- University of Cincinnati College of Medicine and Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - David H Gutmann
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Mark Kieran
- Day One Biopharmaceuticals, Boston, Massachusetts, USA
| | - Till Milde
- Clinical Pediatric Oncology, Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany
- Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Jason Fangusaro
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta and Emory University School of Medicine, Atlanta, Georgia, USA
| | - Michael Fisher
- Division of Oncology, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Shivaram Avula
- Department of Radiology, Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - Roger Packer
- Brain Tumor Institute, Center for Neuroscience and Behavioral Medicine, Children’s National Hospital, Washington, District of Columbia, USA
| | - Kohei Fukuoka
- Department of Hematology/Oncology, Saitama Children’s Medical Center, Saitama, Japan
| | - Kshitij Mankad
- Department of Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, Department of Radiology, London, UK
| | - Sabine Mueller
- Department of Neurology, Neurosurgery and Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Angela J Waanders
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Enrico Opocher
- Paediatric Haematology, Oncology and Stem Cell Transplant Division, Padua University Hospital, Padua, Italy
| | - Eric Bouffet
- The Hospital for Sick Children and Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Eric Raabe
- Division of Pediatric Oncology, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Natacha Entz Werle
- Pediatric Onco-Hematology Department, University Hospital of Strasbourg. UMR CNRS 7021, University of Strasbourg, Strasbourg, France
| | - Amedeo A Azizi
- Department of Pediatrics and Adolescent Medicine and Comprehensive Centre of Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Nathan J Robison
- Division of Hematology & Oncology, Children’s Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Pablo Hernáiz Driever
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, German HIT-LOGGIC-Registry for LGG in children and adolescents, Department of Pediatric Oncology/Hematology, Berlin, Germany
| | - Mark Russo
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey, USA
| | - Netteke Schouten
- Princess Maxima Center for Pediatric Oncology, Utrecht, Netherlands
| | - Cornelis M van Tilburg
- Clinical Pediatric Oncology, Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany
- Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Astrid Sehested
- Department of Paediatrics and Adolescent Medicine, The University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jacques Grill
- Department of Pediatric and Adolescent Oncology, Villejuif, France
| | - Pratiti Bandopadhayay
- Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Broad Institute, Cambridge, Massachusetts, USA
| | - John-Paul Kilday
- The Centre for Paediatric, Teenage and Young Adult Cancer, Institute of Cancer Sciences, University of Manchester, and Royal Manchester Children’s Hospital, Manchester, UK
| | - Olaf Witt
- Clinical Pediatric Oncology, Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany
- Heidelberg University Hospital, Heidelberg, Germany
- German Cancer Research Center, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - David M Ashley
- Department of Neurosurgery, The Preston Robert Tisch Brain Tumor Center. Pediatric Neuro-Oncology, Preuss Laboratory for Brain Tumor Research, Durham, North Carolina, USA
| | | | - Uri Tabori
- The Hospital for Sick Children and Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Darren R Hargrave
- UCL Great Ormond Street Institute of Child Health, Great Ormond Street Hospital for Children, London, UK
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2
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Janssen FW, Lak NSM, Janda CY, Kester LA, Meister MT, Merks JHM, van den Heuvel-Eibrink MM, van Noesel MM, Zsiros J, Tytgat GAM, Looijenga LHJ. A comprehensive overview of liquid biopsy applications in pediatric solid tumors. NPJ Precis Oncol 2024; 8:172. [PMID: 39097671 PMCID: PMC11297996 DOI: 10.1038/s41698-024-00657-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 07/15/2024] [Indexed: 08/05/2024] Open
Abstract
Liquid biopsies are emerging as an alternative source for pediatric cancer biomarkers with potential applications during all stages of patient care, from diagnosis to long-term follow-up. While developments within this field are reported, these mainly focus on dedicated items such as a specific liquid biopsy matrix, analyte, and/or single tumor type. To the best of our knowledge, a comprehensive overview is lacking. Here, we review the current state of liquid biopsy research for the most common non-central nervous system pediatric solid tumors. These include neuroblastoma, renal tumors, germ cell tumors, osteosarcoma, Ewing sarcoma, rhabdomyosarcoma and other soft tissue sarcomas, and liver tumors. Within this selection, we discuss the most important or recent studies involving liquid biopsy-based biomarkers, anticipated clinical applications, and the current challenges for success. Furthermore, we provide an overview of liquid biopsy-based biomarker publication output for each tumor type based on a comprehensive literature search between 1989 and 2023. Per study identified, we list the relevant liquid biopsy-based biomarkers, matrices (e.g., peripheral blood, bone marrow, or cerebrospinal fluid), analytes (e.g., circulating cell-free and tumor DNA, microRNAs, and circulating tumor cells), methods (e.g., digital droplet PCR and next-generation sequencing), the involved pediatric patient cohort, and proposed applications. As such, we identified 344 unique publications. Taken together, while the liquid biopsy field in pediatric oncology is still behind adult oncology, potentially relevant publications have increased over the last decade. Importantly, steps towards clinical implementation are rapidly gaining ground, notably through validation of liquid biopsy-based biomarkers in pediatric clinical trials.
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Affiliation(s)
| | | | | | | | - Michael T Meister
- Princess Máxima Center, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Johannes H M Merks
- Princess Máxima Center, Utrecht, the Netherlands
- Division of Imaging and Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - Marry M van den Heuvel-Eibrink
- Princess Máxima Center, Utrecht, the Netherlands
- Wilhelmina Children's Hospital-Division of CHILDHEALTH, University Medical Center Utrech, University of Utrecht, Utrecht, the Netherlands
| | - Max M van Noesel
- Princess Máxima Center, Utrecht, the Netherlands
- Division of Imaging and Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | | | - Godelieve A M Tytgat
- Princess Máxima Center, Utrecht, the Netherlands
- Department of Genetics, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - Leendert H J Looijenga
- Princess Máxima Center, Utrecht, the Netherlands.
- Department of Pathology, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands.
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Riviere-Cazaux C, Graser CJ, Warrington AE, Hoplin MD, Andersen KM, Malik N, Palmer EA, Carlstrom LP, Dasari S, Munoz-Casabella A, Ikram S, Ghadimi K, Himes BT, Jusue-Torres I, Sarkaria JN, Meyer FB, Van Gompel JJ, Kizilbash SH, Sener U, Michor F, Campian JL, Parney IF, Burns TC. The dynamic impact of location and resection on the glioma CSF proteome. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.15.24307463. [PMID: 38798641 PMCID: PMC11118641 DOI: 10.1101/2024.05.15.24307463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
While serial sampling of glioma tissue is rarely performed prior to recurrence, cerebrospinal fluid (CSF) is an underutilized longitudinal source of candidate glioma biomarkers for understanding therapeutic impacts. However, the impact of key variables to consider in longitudinal CSF samples, including anatomical location and post-surgical changes, remains unknown. To that end, pre- versus post-resection intracranial CSF samples were obtained at early (1-16 days; n=20) or delayed (86-153 days; n=11) timepoints for patients with glioma. Paired lumbar-versus-intracranial glioma CSF samples were also obtained (n=14). Using aptamer-based proteomics, we identify significant differences in the CSF proteome between lumbar, subarachnoid, and ventricular CSF. Our analysis of serial intracranial CSF samples suggests the early potential for disease monitoring and evaluation of pharmacodynamic impact of targeted therapies. Importantly, we found that resection had a significant, evolving longitudinal impact on the CSF proteome. Proteomic data are provided with individual clinical annotations as a resource for the field. One Sentence Summary Glioma cerebrospinal fluid (CSF) accessed intra-operatively and longitudinally via devices can reveal impacts of treatment and anatomical location.
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Korte B, Mathios D. Innovation in Non-Invasive Diagnosis and Disease Monitoring for Meningiomas. Int J Mol Sci 2024; 25:4195. [PMID: 38673779 PMCID: PMC11050588 DOI: 10.3390/ijms25084195] [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: 02/19/2024] [Revised: 03/26/2024] [Accepted: 04/07/2024] [Indexed: 04/28/2024] Open
Abstract
Meningiomas are tumors of the central nervous system that vary in their presentation, ranging from benign and slow-growing to highly aggressive. The standard method for diagnosing and classifying meningiomas involves invasive surgery and can fail to provide accurate prognostic information. Liquid biopsy methods, which exploit circulating tumor biomarkers such as DNA, extracellular vesicles, micro-RNA, proteins, and more, offer a non-invasive and dynamic approach for tumor classification, prognostication, and evaluating treatment response. Currently, a clinically approved liquid biopsy test for meningiomas does not exist. This review provides a discussion of current research and the challenges of implementing liquid biopsy techniques for advancing meningioma patient care.
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Affiliation(s)
- Brianna Korte
- Department of Neurosurgery, Washington University Medical Campus, St. Louis, MO 63110, USA
| | - Dimitrios Mathios
- Department of Neurosurgery, Washington University Medical Campus, St. Louis, MO 63110, USA
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Mao Z, Dong S, Yan Y, Wang C, Li W, Wang L, Qian C, Song Y, Tong L, Yu W. Diagnosis of malignant body fluids via cancer-universal methylation in cell-free DNA. JCI Insight 2024; 9:e175482. [PMID: 38587071 PMCID: PMC11128206 DOI: 10.1172/jci.insight.175482] [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: 09/07/2023] [Accepted: 02/14/2024] [Indexed: 04/09/2024] Open
Abstract
BACKGROUNDDifferentiating malignant from nonmalignant body fluids remains a clinical challenge because of the unsatisfying performance of conventional cytology. We aimed to improve the sensitivity and ubiquity of cancer cell detection by assaying universal cancer-only methylation (UCOM) markers in supernatant cell-free DNA (cfDNA).METHODSAn observational prospective cohort including 1,321 nonmalignant and malignant body fluids of multiple cancers was used to develop and validate a cfDNA UCOM methylation diagnostic assay. All samples were divided into 2 portions for cytology and supernatant cfDNA methylation analysis.RESULTSThe significant hypermethylation of a potentially novel UCOM marker, TAGMe, together with the formerly reported PCDHGB7, was identified in the cfDNA of malignant body fluid samples. The combined model, cell-free cancer-universal methylation (CUE), was developed and validated in a prospective multicancer cohort with markedly elevated sensitivity and specificity, and was further verified in a set containing additional types of malignant body fluids and metastases. In addition, it remained hypersensitive in detecting cancer cells in cytologically negative malignant samples.CONCLUSIONcfDNA methylation markers are robust in detecting tumor cells and are applicable to diverse body fluids and tumor types, providing a feasible complement to current cytology-based diagnostic analyses.TRIAL REGISTRATIONThis study was registered at Chictr.org.cn (ChiCTR2200060532).FUNDINGNational Natural Science Foundation of China (32270645, 31872814, 32000505, 82170088), the National Key R&D Program of Ningxia Hui Autonomous region (2022BEG01003), Shanghai Municipal Key Clinical Specialty (shslczdzk02201), Science and Technology Commission of Shanghai Municipality (20DZ2261200, 20DZ2254400), and Major Special Projects of Basic Research of Shanghai Science and Technology Commission (18JC1411101).
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Affiliation(s)
- Zhanrui Mao
- Institutes of Biomedical Sciences, Shanghai Public Health Clinical Center, Cancer Metastasis Institute, and Department of General Surgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Shihua Dong
- Shanghai Epiprobe Biotechnology Co., Ltd, Shanghai, China
| | - Yu Yan
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chengyang Wang
- Shanghai Epiprobe Biotechnology Co., Ltd, Shanghai, China
| | - Wei Li
- Institutes of Biomedical Sciences, Shanghai Public Health Clinical Center, Cancer Metastasis Institute, and Department of General Surgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lu Wang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chengchen Qian
- Shanghai Epiprobe Biotechnology Co., Ltd, Shanghai, China
| | - Yuanlin Song
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Respiratory Research Institute, Shanghai, China
| | - Lin Tong
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Respiratory Research Institute, Shanghai, China
| | - Wenqiang Yu
- Institutes of Biomedical Sciences, Shanghai Public Health Clinical Center, Cancer Metastasis Institute, and Department of General Surgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
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Goldberg M, Mondragon-Soto MG, Altawalbeh G, Meyer B, Aftahy AK. New Breakthroughs in the Diagnosis of Leptomeningeal Carcinomatosis: A Review of Liquid Biopsies of Cerebrospinal Fluid. Cureus 2024; 16:e55187. [PMID: 38558729 PMCID: PMC10980855 DOI: 10.7759/cureus.55187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/28/2024] [Indexed: 04/04/2024] Open
Abstract
Leptomeningeal carcinomatosis represents a terminal stage and is a devastating complication of cancer. Despite its high incidence, current diagnostic methods fail to accurately detect this condition in a timely manner. This failure to diagnose leads to the refusal of treatment and the absence of clinical trials, hampering the development of new therapy strategies. The use of liquid biopsy is revolutionizing the field of diagnostic oncology. The dynamic and non-invasive detection of tumor markers has enormous potential in cancer diagnostics and treatment. Leptomeningeal carcinomatosis is a condition where invasive tissue biopsy is not part of the routine diagnostic analysis, making liquid biopsy an essential diagnostic tool. Several elements in cerebrospinal fluid (CSF) have been investigated as potential targets of liquid biopsy, including free circulating tumor cells, free circulating nucleic acids, proteins, exosomes, and even non-tumor cells as part of the dynamic tumor microenvironment. This review aims to summarize current breakthroughs in the research on liquid biopsy, including the latest breakthroughs in the identification of tumor cells and nucleic acids, and give an overview of future directions in the diagnosis of leptomeningeal carcinomatosis.
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Affiliation(s)
- Maria Goldberg
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
| | | | - Ghaith Altawalbeh
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
| | - Bernhard Meyer
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
| | - Amir Kaywan Aftahy
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
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7
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Wang R, Yang Y, Lu T, Cui Y, Li B, Liu X. Circulating cell-free DNA-based methylation pattern in plasma for early diagnosis of esophagus cancer. PeerJ 2024; 12:e16802. [PMID: 38313016 PMCID: PMC10838104 DOI: 10.7717/peerj.16802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 12/26/2023] [Indexed: 02/06/2024] Open
Abstract
With the increased awareness of early tumor detection, the importance of detecting and diagnosing esophageal cancer in its early stages has been underscored. Studies have consistently demonstrated the crucial role of methylation levels in circulating cell-free DNA (cfDNA) in identifying and diagnosing early-stage cancer. cfDNA methylation pertains to the methylation state within the genomic scope of cfDNA and is strongly associated with cancer development and progression. Several research teams have delved into the potential application of cfDNA methylation in identifying early-stage esophageal cancer and have achieved promising outcomes. Recent research supports the high sensitivity and specificity of cfDNA methylation in early esophageal cancer diagnosis, providing a more accurate and efficient approach for early detection and improved clinical management. Accordingly, this review aims to present an overview of methylation-based cfDNA research with a focus on the latest developments in the early detection of esophageal cancer. Additionally, this review summarizes advanced analytical technologies for cfDNA methylation that have significantly benefited from recent advancements in separation and detection techniques, such as methylated DNA immunoprecipitation sequencing (MeDIP-seq). Recent findings suggest that biomarkers based on cfDNA methylation may soon find successful applications in the early detection of esophageal cancer. However, large-scale prospective clinical trials are required to identify the potential of these biomarkers.
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Affiliation(s)
- Rui Wang
- School of Public Health, Jilin University, Changchun, Jilin, China
| | - Yue Yang
- Department of Thoracic Surgery, First Hospital of Jilin University, Changchun, Jilin, China
| | - Tianyu Lu
- Department of Thoracic Surgery, First Hospital of Jilin University, Changchun, Jilin, China
| | - Youbin Cui
- Department of Thoracic Surgery, First Hospital of Jilin University, Changchun, Jilin, China
| | - Bo Li
- School of Public Health, Jilin University, Changchun, Jilin, China
| | - Xin Liu
- Department of Thoracic Surgery, First Hospital of Jilin University, Changchun, Jilin, China
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8
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Janovičová Ľ, Holániová D, Vlková B, Celec P. Pre-Analytical Factors Affecting Extracellular DNA in Saliva. Diagnostics (Basel) 2024; 14:249. [PMID: 38337765 PMCID: PMC10855236 DOI: 10.3390/diagnostics14030249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/12/2024] Open
Abstract
Salivary DNA is widely used for genetic analyses because of its easy collection. However, its extracellular fraction in particular, similar to the extracellular DNA (ecDNA) in plasma, could be a promising biomarker for oral or systemic diseases. In contrast to genetics, the quantity of salivary ecDNA is of importance and can be affected by the pre-analytical processing of samples, but the details are not known. The aim of our study was to analyze the effects of centrifugation and freezing of saliva on the concentration of ecDNA in saliva. Fifteen healthy volunteers, free of any known systemic or oral diseases, were asked to collect unstimulated saliva samples. Aliquots were centrifuged at 1600× g and frozen or directly processed. The fresh or thawed cell-free saliva samples underwent subsequent centrifugation at 16,000× g. The supernatants were used for DNA isolation and quantification using fluorometry and real-time PCR. While freezing had minimal effects on the salivary ecDNA concentration, another centrifugation step decreased ecDNA considerably in both fresh and frozen samples (by 97.8% and 98.4%, respectively). This was mirrored in the quantitative PCR targeting a nuclear (decrease by 93.5%) and mitochondrial (decrease by 97.7%) ecDNA sequence. In conclusion, in this first study focusing on the technical aspects of salivary ecDNA quantitation, we show that, regardless of its subcellular origin, the concentration of ecDNA in saliva is mainly affected by additional centrifugation and not by the freezing of centrifuged cell-free saliva samples. This suggests that most salivary ecDNA likely is associated with cell debris and apoptotic bodies. Which fraction is affected by a particular disease should be the focus of further targeted studies.
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Affiliation(s)
- Ľubica Janovičová
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, 811 08 Bratislava, Slovakia; (Ľ.J.); (D.H.); (B.V.)
| | - Dominika Holániová
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, 811 08 Bratislava, Slovakia; (Ľ.J.); (D.H.); (B.V.)
| | - Barbora Vlková
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, 811 08 Bratislava, Slovakia; (Ľ.J.); (D.H.); (B.V.)
| | - Peter Celec
- Institute of Molecular Biomedicine, Faculty of Medicine, Comenius University, 811 08 Bratislava, Slovakia; (Ľ.J.); (D.H.); (B.V.)
- Institute of Pathophysiology, Faculty of Medicine, Comenius University, 811 08 Bratislava, Slovakia
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Robinson SD, de Boisanger J, Pearl FMG, Critchley G, Rosenfelder N, Giamas G. A brain metastasis liquid biopsy: Where are we now? Neurooncol Adv 2024; 6:vdae066. [PMID: 38770219 PMCID: PMC11102938 DOI: 10.1093/noajnl/vdae066] [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] [Indexed: 05/22/2024] Open
Abstract
Brain metastases remain a challenging and feared complication for patients with cancer and research in this area has lagged behind research into metastases to other organs. Due to their location and the risks associated with neurosurgical biopsies, the biology underpinning brain metastases response to treatment and evolution over time remains poorly understood. Liquid biopsies are proposed to overcome many of the limitations present with tissue biopsies, providing a better representation of tumor heterogeneity, facilitating repeated sampling, and providing a noninvasive assessment of tumor biology. Several different liquid biopsy approaches have been investigated including circulating tumor cells, circulating tumor DNA, extracellular vesicles, and tumor-educated platelets; however, these have generally been less effective in assessing brain metastases compared to metastases to other organs requiring improved techniques to investigate these approaches, studies combining different liquid biopsy approaches and/or novel liquid biopsy approaches. Through this review, we highlight the current state of the art and define key unanswered questions related to brain metastases liquid biopsies.
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Affiliation(s)
- Stephen David Robinson
- Sussex Cancer Centre, University Hospitals Sussex NHS Foundation Trust, Brighton, UK
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Falmer, Brighton, UK
| | - James de Boisanger
- Neuro-Oncology Unit, The Royal Marsden Hospital NHS Foundation Trust, London, UK
| | - Frances M G Pearl
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Falmer, Brighton, UK
| | - Giles Critchley
- Department of Neurosurgery, University Hospitals Sussex NHS Foundation Trust, Brighton, UK
- Section of Neurosurgery, Department of Surgical Sciences, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Nicola Rosenfelder
- Neuro-Oncology Unit, The Royal Marsden Hospital NHS Foundation Trust, London, UK
| | - Georgios Giamas
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Falmer, Brighton, UK
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10
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Buzova D, Frohlich J, Zapletalova D, Raffaele M, Lo Re O, Tsoneva DK, Sterba J, Cerveny J, Vinciguerra M. Detection of cell-free histones in the cerebrospinal fluid of pediatric central nervous system malignancies by imaging flow cytometry. Front Mol Biosci 2023; 10:1254699. [PMID: 38028540 PMCID: PMC10646437 DOI: 10.3389/fmolb.2023.1254699] [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: 07/07/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction: Pediatric brain tumours (PBT) are one of the most common malignancies during childhood, with variable severity according to the location and histological type. Certain types of gliomas, such a glioblastoma and diffuse intrinsic pontine glioma (DIPG), have a much higher mortality than ependymoma and medulloblastoma. Early detection of PBT is essential for diagnosis and therapeutic interventions. Liquid biopsies have been demonstrated using cerebrospinal fluid (CSF), mostly restricted to cell free DNA, which display limitations of quantity and integrity. In this pilot study, we sought to demonstrate the detectability and robustness of cell free histones in the CSF. Methods: We collected CSF samples from a pilot cohort of 8 children with brain tumours including DIPG, medulloblastoma, glioblastoma, ependymoma and others. As controls, we collected CSF samples from nine children with unrelated blood malignancies and without brain tumours. We applied a multichannel flow imaging approach on ImageStream(X) to image indiviual histone or histone complexes on different channels. Results: Single histones (H2A, macroH2A1.1, macroH2A1.2 H2B, H3, H4 and histone H3 bearing the H3K27M mutation), and histone complexes are specifically detectable in the CSF of PBT patients. H2A and its variants macroH2A1.1/macroH2A1/2 displayed the strongest signal and abundance, together with disease associated H3K27M. In contrast, mostly H4 is detectable in the CSF of pediatric patients with blood malignancies. Discussion: In conclusion, free histones and histone complexes are detectable with a strong signal in the CSF of children affected by brain tumours, using ImageStream(X) technology and may provide additive diagnostic and predictive information.
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Affiliation(s)
- Diana Buzova
- Department of Adaptive Biotechnologies, Global Change Research Institute CAS, Brno, Czechia
| | - Jan Frohlich
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
| | - Danica Zapletalova
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Marco Raffaele
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
| | - Oriana Lo Re
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
- Department of Stem Cell Biology and Transplantology, Research Institute of the Medical University of Varna, Varna, Bulgaria
| | - Desislava K. Tsoneva
- Department of Stem Cell Biology and Transplantology, Research Institute of the Medical University of Varna, Varna, Bulgaria
- Department of Medical Genetics, Medical University of Varna, Varna, Bulgaria
| | - Jaroslav Sterba
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
- Department of Pediatric Oncology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Jan Cerveny
- Department of Adaptive Biotechnologies, Global Change Research Institute CAS, Brno, Czechia
| | - Manlio Vinciguerra
- International Clinical Research Center, St Anne’s University Hospital, Brno, Czechia
- Department of Stem Cell Biology and Transplantology, Research Institute of the Medical University of Varna, Varna, Bulgaria
- Faculty of Health, Liverpool John Moores University, Liverpool, United Kingdom
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11
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Khalili N, Shooli H, Hosseini N, Fathi Kazerooni A, Familiar A, Bagheri S, Anderson H, Bagley SJ, Nabavizadeh A. Adding Value to Liquid Biopsy for Brain Tumors: The Role of Imaging. Cancers (Basel) 2023; 15:5198. [PMID: 37958372 PMCID: PMC10650848 DOI: 10.3390/cancers15215198] [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: 09/18/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/15/2023] Open
Abstract
Clinical management in neuro-oncology has changed to an integrative approach that incorporates molecular profiles alongside histopathology and imaging findings. While the World Health Organization (WHO) guideline recommends the genotyping of informative alterations as a routine clinical practice for central nervous system (CNS) tumors, the acquisition of tumor tissue in the CNS is invasive and not always possible. Liquid biopsy is a non-invasive approach that provides the opportunity to capture the complex molecular heterogeneity of the whole tumor through the detection of circulating tumor biomarkers in body fluids, such as blood or cerebrospinal fluid (CSF). Despite all of the advantages, the low abundance of tumor-derived biomarkers, particularly in CNS tumors, as well as their short half-life has limited the application of liquid biopsy in clinical practice. Thus, it is crucial to identify the factors associated with the presence of these biomarkers and explore possible strategies that can increase the shedding of these tumoral components into biological fluids. In this review, we first describe the clinical applications of liquid biopsy in CNS tumors, including its roles in the early detection of recurrence and monitoring of treatment response. We then discuss the utilization of imaging in identifying the factors that affect the detection of circulating biomarkers as well as how image-guided interventions such as focused ultrasound can help enhance the presence of tumor biomarkers through blood-brain barrier (BBB) disruption.
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Affiliation(s)
- Nastaran Khalili
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
| | - Hossein Shooli
- Department of Radiology, Bushehr University of Medical Sciences, Bushehr 75146-33196, Iran
| | - Nastaran Hosseini
- School of Medicine, Isfahan University of Medical Sciences, Isfahan 81746-73461, Iran;
| | - Anahita Fathi Kazerooni
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
- AI2D Center for AI and Data Science for Integrated Diagnostics, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ariana Familiar
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
| | - Sina Bagheri
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (S.B.); (H.A.)
| | - Hannah Anderson
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (S.B.); (H.A.)
| | - Stephen J. Bagley
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA;
| | - Ali Nabavizadeh
- Center for Data-Driven Discovery in Biomedicine (D3b), Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (N.K.); (A.F.K.); (A.F.)
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; (S.B.); (H.A.)
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12
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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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13
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O’Connor LM, O’Connor BA, Zeng J, Lo CH. Data Mining of Microarray Datasets in Translational Neuroscience. Brain Sci 2023; 13:1318. [PMID: 37759919 PMCID: PMC10527016 DOI: 10.3390/brainsci13091318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/04/2023] [Accepted: 09/10/2023] [Indexed: 09/29/2023] Open
Abstract
Data mining involves the computational analysis of a plethora of publicly available datasets to generate new hypotheses that can be further validated by experiments for the improved understanding of the pathogenesis of neurodegenerative diseases. Although the number of sequencing datasets is on the rise, microarray analysis conducted on diverse biological samples represent a large collection of datasets with multiple web-based programs that enable efficient and convenient data analysis. In this review, we first discuss the selection of biological samples associated with neurological disorders, and the possibility of a combination of datasets, from various types of samples, to conduct an integrated analysis in order to achieve a holistic understanding of the alterations in the examined biological system. We then summarize key approaches and studies that have made use of the data mining of microarray datasets to obtain insights into translational neuroscience applications, including biomarker discovery, therapeutic development, and the elucidation of the pathogenic mechanisms of neurodegenerative diseases. We further discuss the gap to be bridged between microarray and sequencing studies to improve the utilization and combination of different types of datasets, together with experimental validation, for more comprehensive analyses. We conclude by providing future perspectives on integrating multi-omics, to advance precision phenotyping and personalized medicine for neurodegenerative diseases.
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Affiliation(s)
- Lance M. O’Connor
- College of Biological Sciences, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Blake A. O’Connor
- School of Pharmacy, University of Wisconsin, Madison, WI 53705, USA;
| | - Jialiu Zeng
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore;
| | - Chih Hung Lo
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore;
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14
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Crotty EE, Wilson AL, Davidson T, Tahiri S, Gust J, Griesinger AM, Venkataraman S, Park JR, Mueller S, Rood BR, Hwang EI, Wang LD, Vitanza NA. Cellular Therapy for Children with Central Nervous System Tumors: Mining and Mapping the Correlative Data. Curr Oncol Rep 2023; 25:847-855. [PMID: 37160547 PMCID: PMC10326126 DOI: 10.1007/s11912-023-01423-3] [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] [Accepted: 04/04/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE OF REVIEW Correlative studies should leverage clinical trial frameworks to conduct biospecimen analyses that provide insight into the bioactivity of the intervention and facilitate iteration toward future trials that further improve patient outcomes. In pediatric cellular immunotherapy trials, correlative studies enable deeper understanding of T cell mobilization, durability of immune activation, patterns of toxicity, and early detection of treatment response. Here, we review the correlative science in adoptive cell therapy (ACT) for childhood central nervous system (CNS) tumors, with a focus on existing chimeric antigen receptor (CAR) and T cell receptor (TCR)-expressing T cell therapies. RECENT FINDINGS We highlight long-standing and more recently understood challenges for effective alignment of correlative data and offer practical considerations for current and future approaches to multi-omic analysis of serial tumor, serum, and cerebrospinal fluid (CSF) biospecimens. We highlight the preliminary success in collecting serial cytokine and proteomics from patients with CNS tumors on ACT clinical trials.
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Affiliation(s)
- Erin E Crotty
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, M/S JMB-8, 1900 9thAvenue, Seattle, WA, 98101, USA
- Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | | | - Tom Davidson
- Cancer and Blood Disease Institute, Keck School of Medicine, Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA, USA
| | - Sophia Tahiri
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, M/S JMB-8, 1900 9thAvenue, Seattle, WA, 98101, USA
| | - Juliane Gust
- Division of Pediatric Neurology, Department of Neurology, University of Washington, Seattle, WA, USA
- Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, WA, USA
| | - Andrea M Griesinger
- Morgan Adams Foundation Pediatric Brain Tumor Research Program, Children's Hospital Colorado, Aurora, CO, USA
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Sujatha Venkataraman
- Morgan Adams Foundation Pediatric Brain Tumor Research Program, Children's Hospital Colorado, Aurora, CO, USA
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Julie R Park
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, M/S JMB-8, 1900 9thAvenue, Seattle, WA, 98101, USA
- Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
- Seattle Children's Therapeutics, Seattle, WA, USA
| | - Sabine Mueller
- Department of Neurology, Neurosurgery, and Pediatrics, University of California San Francisco, San Francisco, CA, USA
| | - Brian R Rood
- Center for Cancer and Blood Disorders, Children's National Hospital, Washington, DC, USA
| | - Eugene I Hwang
- Center for Cancer and Blood Disorders, Children's National Hospital, Washington, DC, USA
| | - Leo D Wang
- Departments of Pediatrics and ImmunoOncology, City of Hope, Duarte, CA, USA
| | - Nicholas A Vitanza
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, M/S JMB-8, 1900 9thAvenue, Seattle, WA, 98101, USA.
- Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, USA.
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA.
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15
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Mangum R, Reuther J, Baksi KS, Gandhi I, Zabriskie RC, Recinos A, Raesz-Martinez R, Lin FY, Potter SL, Sher AC, Kralik SF, Mohila CA, Chintagumpala MM, Muzny D, Hu J, Gibbs RA, Fisher KE, Bernini JC, Gill J, Griffin TC, Tomlinson GE, Vallance KL, Plon SE, Roy A, Parsons DW. Circulating tumor DNA sequencing of pediatric solid and brain tumor patients: An institutional feasibility study. Pediatr Hematol Oncol 2023; 40:719-738. [PMID: 37366551 PMCID: PMC10592361 DOI: 10.1080/08880018.2023.2228837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/15/2023] [Accepted: 06/01/2023] [Indexed: 06/28/2023]
Abstract
The potential of circulating tumor DNA (ctDNA) analysis to serve as a real-time "liquid biopsy" for children with central nervous system (CNS) and non-CNS solid tumors remains to be fully elucidated. We conducted a study to investigate the feasibility and potential clinical utility of ctDNA sequencing in pediatric patients enrolled on an institutional clinical genomics trial. A total of 240 patients had tumor DNA profiling performed during the study period. Plasma samples were collected at study enrollment from 217 patients and then longitudinally from a subset of patients. Successful cell-free DNA extraction and quantification occurred in 216 of 217 (99.5%) of these initial samples. Twenty-four patients were identified whose tumors harbored 30 unique variants that were potentially detectable on a commercially-available ctDNA panel. Twenty of these 30 mutations (67%) were successfully detected by next-generation sequencing in the ctDNA from at least one plasma sample. The rate of ctDNA mutation detection was higher in patients with non-CNS solid tumors (7/9, 78%) compared to those with CNS tumors (9/15, 60%). A higher ctDNA mutation detection rate was also observed in patients with metastatic disease (9/10, 90%) compared to non-metastatic disease (7/14, 50%), although tumor-specific variants were detected in a few patients in the absence of radiographic evidence of disease. This study illustrates the feasibility of incorporating longitudinal ctDNA analysis into the management of relapsed or refractory patients with childhood CNS or non-CNS solid tumors.
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Affiliation(s)
- Ross Mangum
- Center for Cancer and Blood Disorders, Phoenix Children’s Hospital, Phoenix, Arizona
| | - Jacquelyn Reuther
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
| | - Koel Sen Baksi
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Ilavarasi Gandhi
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
| | - Ryan C. Zabriskie
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Alva Recinos
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Robin Raesz-Martinez
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Frank Y. Lin
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Samara L. Potter
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, Ohio
- Department of Pediatrics, The Ohio State University, Columbus, Ohio
| | - Andrew C. Sher
- Department of Radiology, Texas Children’s Hospital, Houston, Texas
| | | | - Carrie A. Mohila
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
| | - Murali M. Chintagumpala
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Donna Muzny
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Jianhong Hu
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Richard A Gibbs
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Kevin E. Fisher
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
| | - Juan Carlos Bernini
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Jonathan Gill
- Division of Pediatrics, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Timothy C. Griffin
- Department of Hematology Oncology, The Children’s Hospital of San Antonio, Baylor College of Medicine, San Antonio, Texas
| | - Gail E Tomlinson
- Greehey Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, Texas
| | - Kelly L. Vallance
- Hematology and Oncology, Cook Children’s Medical Center, Fort Worth, Texas
| | - Sharon E. Plon
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
| | - Angshumoy Roy
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, Texas
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
| | - D. Williams Parsons
- Texas Children’s Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- The Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Department of Pathology, Texas Children’s Hospital, Houston, Texas
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas
- The Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas
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16
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Bravetti C, Degaud M, Armand M, Sourdeau E, Mokhtari K, Maloum K, Osman J, Verrier P, Houillier C, Roos-Weil D, Soussain C, Choquet S, Hoang-Xuan K, Le Garff-Tavernier M, Denis JA, Davi F. Combining MYD88 L265P mutation detection and clonality determination on CSF cellular and cell-free DNA improves diagnosis of primary CNS lymphoma. Br J Haematol 2023. [PMID: 36941788 DOI: 10.1111/bjh.18758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 02/22/2023] [Accepted: 03/07/2023] [Indexed: 03/23/2023]
Abstract
Diagnosis of primary central nervous system lymphoma (PCNSL) is challenging, and although brain biopsy remains the gold standard, cerebrospinal fluid (CSF) constitutes a less invasive source of lymphomatous biomarkers. In a retrospective cohort of 54 PCNSL cases tested at diagnosis or relapse, we evaluated the contribution of immunoglobulin heavy chain (IGH) gene clonality and MYD88 L265P detection on both CSF cell pellets and supernatants, in comparison with cytology, flow cytometry, interleukin (IL)-10 and IL-6 quantification. Clonality assessment included a new assay to detect partial IGH-DJ rearrangements. Clonal IGH rearrangements and/or MYD88 L265P mutation were detected in 27 (50%) cell pellets and 24 (44%) supernatant cell-free (cf) DNA. Combining analyses on both compartments, 36 (66%) cases had at least one detectable molecular marker, present only in cfDNA for 9 (16%) of them. While cytology and flow cytometry were positive in only 7 (13.0%) and 9 (17.3%) cases respectively, high IL-10 levels were observed in 36 (66.7%) cases. Overall, taking into account molecular and cytokine results, 46/54 (85%) cases had at least one lymphomatous biomarker detectable in the CSF. These results show that this combination of biomarkers evaluated on both cell pellet and supernatant CSF fractions improves significantly the biological diagnosis of PCNSL.
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Affiliation(s)
- Clotilde Bravetti
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Michaël Degaud
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Marine Armand
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Elise Sourdeau
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Karima Mokhtari
- Department of Neuropathology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - Karim Maloum
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Jennifer Osman
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Patricia Verrier
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Caroline Houillier
- Department of Neurology-2, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP), IHU, ICM, Sorbonne Université, Paris, France
| | - Damien Roos-Weil
- Department of Clinical Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Carole Soussain
- Division of Hematology, Institut Curie, Site Saint-Cloud, and INSERM U932, PSL Research University, Paris, France
| | - Sylvain Choquet
- Department of Clinical Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Khe Hoang-Xuan
- Department of Neurology-2, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP), IHU, ICM, Sorbonne Université, Paris, France
| | - Magali Le Garff-Tavernier
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
| | - Jérôme Alexandre Denis
- Department of Endocrine and Oncological Biochemistry, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Centre de recherche Saint-Antoine (UMR_S 938), Biologie et thérapeutiques du cancer, Paris, France
| | - Frédéric Davi
- Department of Biological Hematology, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP) and Sorbonne Université, Paris, France
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17
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Díaz Méndez AB, Sacconi A, Tremante E, Lulli V, Caprara V, Rosanò L, Goeman F, Carosi M, Di Giuliani M, Vari G, Silvani A, Pollo B, Garufi C, Ramponi S, Simonetti G, Ciusani E, Mandoj C, Scalera S, Villani V, Po A, Ferretti E, Regazzo G, Rizzo MG. A diagnostic circulating miRNA signature as orchestrator of cell invasion via TKS4/TKS5/EFHD2 modulation in human gliomas. J Exp Clin Cancer Res 2023; 42:66. [PMID: 36932446 PMCID: PMC10022260 DOI: 10.1186/s13046-023-02639-8] [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: 02/14/2023] [Accepted: 03/06/2023] [Indexed: 03/19/2023] Open
Abstract
BACKGROUND Altered microRNA profiles have been observed not only in tumour tissues but also in biofluids, where they circulate in a stable form thus representing interesting biomarker candidates. This study aimed to identify a microRNA signature as a non-invasive biomarker and to investigate its impact on glioma biology. METHODS MicroRNAs were selected using a global expression profile in preoperative serum samples from 37 glioma patients. Comparison between serum samples from age and gender-matched controls was performed by using the droplet digital PCR. The ROC curve and Kaplan-Meier survival analyses were used to evaluate the diagnostic/prognostic values. The functional role of the identified signature was assessed by gain/loss of function strategies in glioma cells. RESULTS A three-microRNA signature (miR-1-3p/-26a-1-3p/-487b-3p) was differentially expressed in the serum of patients according to the isocitrate dehydrogenase (IDH) genes mutation status and correlated with both patient Overall and Progression Free Survival. The identified signature was also downregulated in the serum of patients compared to controls. Consistent with these results, the signature expression and release in the conditioned medium of glioma cells was lower in IDH-wild type cells compared to the mutated counterpart. Furthermore, in silico analysis of glioma datasets showed a consistent deregulation of the signature according to the IDH mutation status in glioma tumour tissues. Ectopic expression of the signature negatively affects several glioma functions. Notably, it impacts the glioma invasive phenotype by directly targeting the invadopodia-related proteins TKS4, TKS5 and EFHD2. CONCLUSIONS We identified a three microRNA signature as a promising complementary or even an independent non-invasive diagnostic/prognostic biomarker. The signature displays oncosuppressive functions in glioma cells and impacts on proteins crucial for migration and invasion, providing potential targets for therapeutic intervention.
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Affiliation(s)
- Ana Belén Díaz Méndez
- grid.417520.50000 0004 1760 5276Department of Research, Advanced Diagnostics and Technological Innovation, Translational Oncology Research Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, 00144 Rome, Italy
| | - Andrea Sacconi
- grid.417520.50000 0004 1760 5276Biostatistics and Bioinformatics Unit, Clinical Trial Center, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Elisa Tremante
- grid.417520.50000 0004 1760 5276Department of Research, Advanced Diagnostics and Technological Innovation, Translational Oncology Research Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, 00144 Rome, Italy
| | - Valentina Lulli
- grid.416651.10000 0000 9120 6856Department of Hematology, Oncology and Molecular Medicine, Istituto Superiore di Sanità, Rome, Italy
| | - Valentina Caprara
- grid.417520.50000 0004 1760 5276Preclinical Models and New Therapeutic Agents Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Laura Rosanò
- grid.417520.50000 0004 1760 5276Preclinical Models and New Therapeutic Agents Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
- grid.5326.20000 0001 1940 4177Institute of Molecular Biology and Pathology (IBPM), National Research Council (CNR), Rome, Italy
| | - Frauke Goeman
- grid.417520.50000 0004 1760 5276SAFU Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Mariantonia Carosi
- grid.417520.50000 0004 1760 5276Pathology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Marta Di Giuliani
- grid.417520.50000 0004 1760 5276Department of Research, Advanced Diagnostics and Technological Innovation, Translational Oncology Research Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, 00144 Rome, Italy
| | - Giulia Vari
- grid.417520.50000 0004 1760 5276Department of Research, Advanced Diagnostics and Technological Innovation, Translational Oncology Research Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, 00144 Rome, Italy
- grid.7841.aPhD Program in Molecular Medicine, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Antonio Silvani
- grid.417894.70000 0001 0707 5492Neuro-Oncology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Bianca Pollo
- grid.417894.70000 0001 0707 5492Neuro-Oncology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Carlo Garufi
- grid.416308.80000 0004 1805 3485Medical-Oncology Unit, San Camillo Forlanini Hospital, Rome, Italy
| | - Sara Ramponi
- grid.416308.80000 0004 1805 3485Medical-Oncology Unit, San Camillo Forlanini Hospital, Rome, Italy
| | - Giorgia Simonetti
- grid.417894.70000 0001 0707 5492Neuro-Oncology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Emilio Ciusani
- grid.417894.70000 0001 0707 5492Neuro-Oncology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Chiara Mandoj
- grid.417520.50000 0004 1760 5276Clinical Pathology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Stefano Scalera
- grid.417520.50000 0004 1760 5276SAFU Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
- grid.6530.00000 0001 2300 0941PhD Program in Cellular and Molecular Biology, Department of Biology, University of Rome “Tor Vergata”, Rome, Italy
| | - Veronica Villani
- grid.417520.50000 0004 1760 5276Neuro-Oncology Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Agnese Po
- grid.7841.aDepartment of Experimental Medicine, Sapienza University, Rome, Italy
| | - Elisabetta Ferretti
- grid.7841.aDepartment of Experimental Medicine, Sapienza University, Rome, Italy
| | - Giulia Regazzo
- grid.417520.50000 0004 1760 5276Department of Research, Advanced Diagnostics and Technological Innovation, Translational Oncology Research Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, 00144 Rome, Italy
| | - Maria Giulia Rizzo
- grid.417520.50000 0004 1760 5276Department of Research, Advanced Diagnostics and Technological Innovation, Translational Oncology Research Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, 00144 Rome, Italy
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Nguyen NVT, Smadja C, Taverna M, Nguyen LTH, Descroix S, Mai TD. On-line dual-stage enrichment via magneto-extraction and electrokinetic preconcentration: A new concept and instrumentation for capillary electrophoresis. Anal Chim Acta 2023; 1255:341141. [PMID: 37032056 DOI: 10.1016/j.aca.2023.341141] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/14/2023] [Accepted: 03/23/2023] [Indexed: 03/28/2023]
Abstract
This study reports on the development of a new concept of on-line dual preconcentration stages for capillary electrophoresis (CE), in which two completely different preconcentration approaches can be realized in the same capillary. In the first stage, a dynamic magneto-extraction of target analytes on circulating magnetic beads is implemented within the capillary. In the second one, electrokinetic preconcentration of eluted analytes via large volume sample stacking is carried out to focus them into a nano band, prior to CE separation of enriched analytes. To implement the dual-stage preconcentration operation, a purpose-made instrument was designed, combining electrophoretic and microfluidic modules to allow precise control of the movement of magnetic beads and analyte's flow. The potential of this new enrichment principle and its associated instrument was demonstrated for CE separation with light-emitting-diode-induced fluorescent (LEDIF) detection of target double-stranded DNA (ds-DNA). The workflow consists of purification and preconcentration of a target DNA fragment (300 bp) on negatively charged magnetic beads, followed by in-capillary elution and fluorescent labelling of the enriched DNA. Large volume sample stacking of the DNA eluent was then triggered to further preconcentrate the labelled DNA before its analysis by CE-LEDIF. An enrichment factor of 125 was achieved for the target DNA fragment. With our new approach, dual-stage sample pretreatment and CE separation can now be performed in-capillary without any mismatch of working volumes, nor any waste of pretreated samples.
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19
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Cao L, Zhang M, Zhang Y, Ji B, Wang X, Wang X. Progress of radiological‑pathological workflows in the differential diagnosis between primary central nervous system lymphoma and high‑grade glioma (Review). Oncol Rep 2022; 49:20. [PMID: 36484403 PMCID: PMC9773014 DOI: 10.3892/or.2022.8457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 11/03/2022] [Indexed: 12/13/2022] Open
Abstract
Primary central nervous system lymphoma (PCNSL) and high‑grade glioma (HGG) are distinct entities of the CNS with completely distinct treatments. The treatment of PCNSL is chemotherapy‑based, while surgery is the first choice for HGG. However, the clinical features of the two entities often overlap, and a clear pathological diagnosis is important for subsequent management, especially for the management of PCNSL. Stereotactic biopsy is recognized as one of the minimally invasive alternatives for evaluating the involvement of the CNS. However, in the case of limited tissue materials, the differential diagnosis between the two entities is still difficult. In addition, some patients are too ill to tolerate a needle biopsy. Therefore, combining imaging, histopathology and laboratory examinations is essential in order to make a clear diagnosis as soon as possible. The present study reviews the progress of comparative research on both imaging and laboratory tests based on the pathophysiological changes of the two entities, and proposes an integrative and optimized diagnostic process, with the purpose of building a better understanding for neurologists, hematologists, radiologists and pathologists.
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Affiliation(s)
- Luming Cao
- Department of Pathology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Mengchao Zhang
- Department of Radiology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Ying Zhang
- Department of Pathology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Bin Ji
- Department of Nuclear Medicine, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Xuemei Wang
- Department of Pathology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China
| | - Xueju Wang
- Department of Pathology, China-Japan Union Hospital, Jilin University, Changchun, Jilin 130033, P.R. China,Correspondence to: Dr Xueju Wang, Department of Pathology, China-Japan Union Hospital, Jilin University, 126 Xiantai Street, Changchun, Jilin 130033, P.R. China, E-mail:
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20
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Stankunaite R, Marshall LV, Carceller F, Chesler L, Hubank M, George SL. Liquid biopsy for children with central nervous system tumours: Clinical integration and technical considerations. Front Pediatr 2022; 10:957944. [PMID: 36467471 PMCID: PMC9709284 DOI: 10.3389/fped.2022.957944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/28/2022] [Indexed: 11/18/2022] Open
Abstract
Circulating cell-free DNA (cfDNA) analysis has the potential to revolutionise the care of patients with cancer and is already moving towards standard of care in some adult malignancies. Evidence for the utility of cfDNA analysis in paediatric cancer patients is also accumulating. In this review we discuss the limitations of blood-based assays in patients with brain tumours and describe the evidence supporting cerebrospinal fluid (CSF) cfDNA analysis. We make recommendations for CSF cfDNA processing to aid the standardisation and technical validation of future assays. We discuss the considerations for interpretation of cfDNA analysis and highlight promising future directions. Overall, cfDNA profiling shows great potential as an adjunct to the analysis of biopsy tissue in paediatric cancer patients, with the potential to provide a genetic molecular profile of the tumour when tissue biopsy is not feasible. However, to fully realise the potential of cfDNA analysis for children with brain tumours larger prospective studies incorporating serial CSF sampling are required.
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Affiliation(s)
- Reda Stankunaite
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
- Clinical Genomics, Royal Marsden NHS Foundation Trust, London, United Kingdom
- Evolutionary Genomics and Modelling, Centre for Evolution and Cancer, The Institute of Cancer Research, London, United Kingdom
| | - Lynley V. Marshall
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, United Kingdom
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Fernando Carceller
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, United Kingdom
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Louis Chesler
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, United Kingdom
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Michael Hubank
- Division of Molecular Pathology, The Institute of Cancer Research, London, United Kingdom
- Clinical Genomics, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Sally L. George
- Paediatric Tumour Biology, Division of Clinical Studies, The Institute of Cancer Research, London, United Kingdom
- Children and Young People's Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
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21
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Genomic Instability in Cerebrospinal Fluid Cell-Free DNA Predicts Poor Prognosis in Solid Tumor Patients with Meningeal Metastasis. Cancers (Basel) 2022; 14:cancers14205028. [PMID: 36291812 PMCID: PMC9600191 DOI: 10.3390/cancers14205028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 10/06/2022] [Accepted: 10/11/2022] [Indexed: 11/23/2022] Open
Abstract
Simple Summary We established a genomic instability score using unfiltered sequencing data from meningeal metastasis (MM) cell-free circulating tumor DNA (ctDNA) samples and found that substantial genomic instability (GI) was present in cerebrospinal fluid ctDNA rather than plasma ctDNA, implying that MM lesions have a significantly increased GI status compared to primary tumors or extracranial metastatic lesions, which may suggest tumor clonal evolution. We also found that high GI status was an independent poor prognostic factor in lung adenocarcinoma MM patients, including meningeal metastasis-free survival (MFS) and overall survival (OS). Considering that genomically unstable tumors are more sensitive to PARP inhibitors, targeting GI alone or in combination with conventional therapy may be a promising treatment strategy for solid tumor patients with MM. Abstract Genomic instability (GI), which leads to the accumulation of DNA loss, gain, and rearrangement, is a hallmark of many cancers such as lung cancer, breast cancer, and colon cancer. However, the clinical significance of GI has not been systematically studied in the meningeal metastasis (MM) of solid tumors. Here, we collected both cerebrospinal fluid (CSF) and plasma samples from 56 solid tumor MM patients and isolated cell-free ctDNA to investigate the GI status using a next-generation sequencing-based comprehensive genomic profiling of 543 cancer-related genes. According to the unfiltered heterozygous mutation data-derived GI score, we found that 37 (66.1%) cases of CSF and 3 cases (6%) of plasma had a high GI status, which was further validated by low-depth whole-genome sequencing analysis. It is demonstrated that a high GI status in CSF was associated with poor prognosis, high intracranial pressure, and low Karnofsky performance status scores. More notably, a high GI status was an independent poor prognostic factor of poor MM-free survival and overall survival in lung adenocarcinoma MM patients. Furthermore, high occurrences of the co-mutation of TP53/EGFR, TP53/RB1, TP53/ERBB2, and TP53/KMT2C were found in MM patients with a high GI status. In summary, the GI status in CSF ctDNA might be a valuable prognostic indicator in solid tumor patients with MM.
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22
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Paulson V, Konnick EQ, Lockwood CH. When Tissue Is the Issue. Clin Lab Med 2022; 42:485-496. [DOI: 10.1016/j.cll.2022.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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23
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Assessment of the management of carcinomatous meningitis from breast cancer globally: a study by the Breast International Group Brain Metastasis Task Force. ESMO Open 2022; 7:100483. [PMID: 35576695 PMCID: PMC9291630 DOI: 10.1016/j.esmoop.2022.100483] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 03/30/2022] [Accepted: 04/02/2022] [Indexed: 11/24/2022] Open
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24
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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: 8] [Impact Index Per Article: 4.0] [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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25
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Zhang H, Wang Y, Wu H, Zhou S, Li S, Meng X, Tao R, Yu J. Olaparib Combined With Dacomitinib in Osimertinib-Resistant Brain and Leptomeningeal Metastases From Non-Small Cell Lung Cancer: A Case Report and Systematic Review. Front Oncol 2022; 12:877279. [PMID: 35494030 PMCID: PMC9047901 DOI: 10.3389/fonc.2022.877279] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 03/24/2022] [Indexed: 11/13/2022] Open
Abstract
Lung cancer patients with brain and leptomeningeal metastases usually have poor prognosis. For those patients with EGFR mutations, osimertinib, a third-generation tyrosine kinase inhibitor (TKI), is the first choice of treatment. However, drug resistance to osimertinib frequently occurs; and to date, the available follow-up treatment strategies have limited efficacy. In this case study, we report that treatments with olaparib, a Poly (ADP-ribose) polymerase (PARP) inhibitor, combined with dacomitinib, a second-generation EGFR TKI, benefited a lung cancer patient with osimertinib-resistant brain and leptomeningeal metastases. This 55-year-old male patient was found to have a pL858R mutation on EGFR exon 21 combined with TP53 and ERBB2 mutations after developing drug resistance to osimertinib treatment. Based on the genetic testing results, he was treated with olaparib and dacomitinib, and obtained 6 months of progression-free survival (PFS) and 13 months of overall survival (OS) after the diagnosis of leptomeningeal metastasis. This case report represents the first study applying PARP inhibitor in combination with dacomitinib in the treatment of leptomeningeal metastases after osimertinib resistance.
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Affiliation(s)
- Hui Zhang
- Tianjin Cancer Institute, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Yong Wang
- Department of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Huaguo Wu
- Department of Head and Neck Surgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Shizhen Zhou
- Department of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Shuo Li
- School of Medicine and Life Science, University of Jinan-Shandong Academy of Medical Science, Jinan, China
| | - Xiangji Meng
- Department of Neurosurgery, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
| | - Rongjie Tao
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
- *Correspondence: Jinming Yu, ; Rongjie Tao,
| | - Jinming Yu
- Tianjin Cancer Institute, Key Laboratory of Cancer Prevention and Therapy, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin’s Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Science, Jinan, China
- *Correspondence: Jinming Yu, ; Rongjie Tao,
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26
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Wadden J, Ravi K, John V, Babila CM, Koschmann C. Cell-Free Tumor DNA (cf-tDNA) Liquid Biopsy: Current Methods and Use in Brain Tumor Immunotherapy. Front Immunol 2022; 13:882452. [PMID: 35464472 PMCID: PMC9018987 DOI: 10.3389/fimmu.2022.882452] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 03/14/2022] [Indexed: 11/27/2022] Open
Abstract
Gliomas are tumors derived from mutations in glial brain cells. Gliomas cause significant morbidity and mortality and development of precision diagnostics and novel targeted immunotherapies are critically important. Radiographic imaging is the most common technique to diagnose and track response to treatment, but is an imperfect tool. Imaging does not provide molecular information, which is becoming critically important for identifying targeted immunotherapies and monitoring tumor evolution. Furthermore, immunotherapy induced inflammation can masquerade as tumor progression in images (pseudoprogression) and confound clinical decision making. More recently, circulating cell free tumor DNA (cf-tDNA) has been investigated as a promising biomarker for minimally invasive glioma diagnosis and disease monitoring. cf-tDNA is shed by gliomas into surrounding biofluids (e.g. cerebrospinal fluid and plasma) and, if precisely quantified, might provide a quantitative measure of tumor burden to help resolve pseudoprogression. cf-tDNA can also identify tumor genetic mutations to help guide targeted therapies. However, due to low concentrations of cf-tDNA, recovery and analysis remains challenging. Plasma cf-tDNA typically represents <1% of total cf-DNA due to the blood-brain barrier, limiting their usefulness in practice and motivating the development and use of highly sensitive and specific detection methods. This mini review summarizes the current and future trends of various approaches for cf-tDNA detection and analysis, including new methods that promise more rapid, lower-cost, and accessible diagnostics. We also review the most recent clinical case studies for longitudinal disease monitoring and highlight focus areas, such as novel accurate detection methodologies, as critical research priorities to enable translation to clinic.
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Affiliation(s)
- Jack Wadden
- Department of Pediatric Hematology and Oncology, Michigan Medicine, Ann Arbor, MI, United States
| | | | | | | | - Carl Koschmann
- Department of Pediatric Hematology and Oncology, Michigan Medicine, Ann Arbor, MI, United States
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27
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Chen WL, Pao E, Owens J, Glass I, Pritchard C, Shirts BH, Lockwood C, Mirzaa GM. The utility of cerebrospinal fluid-derived cell-free DNA in molecular diagnostics for the PIK3CA-related megalencephaly-capillary malformation (MCAP) syndrome: a case report. Cold Spring Harb Mol Case Stud 2022; 8:mcs.a006188. [PMID: 35483878 PMCID: PMC9059787 DOI: 10.1101/mcs.a006188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 03/18/2022] [Indexed: 11/24/2022] Open
Abstract
The megalencephaly-capillary malformation (MCAP) syndrome is an overgrowth disorder caused by mosaic gain-of-function variants in PIK3CA It is characterized by megalencephaly or hemimegalencephaly, vascular malformations, somatic overgrowth, among other features. Epilepsy is commonly associated with MCAP, and a subset of individuals have cortical malformations requiring resective epilepsy surgery. Like other mosaic disorders, establishing a molecular diagnosis is largely achieved by screening lesional tissues (such as brain or skin), with a low diagnostic yield from peripheral tissues (such as blood). Therefore, in individuals with MCAP in whom lesional tissues are scarce or unavailable or those ineligible for epilepsy surgery, establishing a molecular diagnosis can be challenging. Here we report on the utility of cerebrospinal fluid (CSF)-derived cfDNA for the molecular diagnosis of an individual with MCAP syndrome harboring a mosaic PIK3CA variant (c.3139C > T, p.His1047Tyr). The proband presented with asymmetric megalencephaly without significant dysgyria. He did not have refractory epilepsy and was therefore not a candidate for epilepsy surgery. However, he developed diffuse large B-cell lymphoma (DLBCL) in late childhood, with four CSF samples obtained via lumbar puncture for cancer staging during which one sample was collected for cfDNA extraction and sequencing. PIK3CA variant allele fractions in CSF cell-free DNA (cfDNA), skin fibroblasts, and peripheral blood were 3.08%, 37.31%, and 2.04%, respectively. This report illustrates the utility of CSF-derived cfDNA in MCAP syndrome. Minimally invasive-based molecular diagnostic approaches utilizing cfDNA not only facilitate accurate genetic diagnosis but also have important therapeutic implications for individuals with refractory epilepsy as repurposed PI3K-AKT-MTOR pathway-inhibitors become more widely available.
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Affiliation(s)
- Wei-Liang Chen
- School of Medicine, Division of Medical Genetics, University of Washington, Seattle, Washington 98195, USA
| | - Emily Pao
- Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, Washington 98101, USA
| | - James Owens
- Department of Neurology, University of Washington, Seattle, Washington 98195, USA
| | - Ian Glass
- Department of Pediatrics, University of Washington, Seattle, Washington 98195, USA
| | - Colin Pritchard
- Department of Laboratory Medicine, University of Washington, Seattle, Washington 98195, USA
| | - Brain H. Shirts
- Department of Laboratory Medicine, University of Washington, Seattle, Washington 98195, USA
| | - Christina Lockwood
- Department of Laboratory Medicine, University of Washington, Seattle, Washington 98195, USA
| | - Ghayda M. Mirzaa
- Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, Washington 98101, USA;,Department of Pediatrics, University of Washington, Seattle, Washington 98195, USA;,The Brotman Baty Institute for Precision Medicine, Seattle, Washington 98195, USA
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28
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Transcending Blood—Opportunities for Alternate Liquid Biopsies in Oncology. Cancers (Basel) 2022; 14:cancers14051309. [PMID: 35267615 PMCID: PMC8909855 DOI: 10.3390/cancers14051309] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 02/28/2022] [Accepted: 03/01/2022] [Indexed: 12/24/2022] Open
Abstract
Simple Summary Cell-free DNA—DNA that has been expelled from cells and can be isolated from blood plasma and other body fluids—is a useful tool in medicine, with applications as a biomarker in diagnosis, prognosis, disease profiling, and treatment selection. In oncology, the ease of access to the tumour genome is a major advantage of cell-free DNA, but while this has led to significant research in blood, other body fluids have not received equal attention. This review article summarises the current research into cell-free DNA in non-blood body fluids, highlighting its values and limitations, and suggesting the direction of future studies. We conclude that cell-free DNA from non-blood body fluids may provide additional information to supplement traditional biopsies, allowing informative and improved patient care across many cancer types. Abstract Cell-free DNA (cfDNA) is a useful molecular biomarker in oncology research and treatment, but while research into its properties in blood has flourished, there remains much to be discovered about cfDNA in other body fluids. The cfDNA from saliva, sputum, cerebrospinal fluid, urine, faeces, pleural effusions, and ascites has unique advantages over blood, and has potential as an alternative ‘liquid biopsy’ template. This review summarises the state of current knowledge and identifies the gaps in our understanding of non-blood liquid biopsies; where their advantages lie, where caution is needed, where they might fit clinically, and where research should focus in order to accelerate clinical implementation. An emphasis is placed on ascites and pleural effusions, being pathological fluids directly associated with cancer. We conclude that non-blood fluids are viable sources of cfDNA in situations where solid tissue biopsies are inaccessible, or only accessible from dated archived specimens. In addition, we show that due to the abundance of cfDNA in non-blood fluids, they can outperform blood in many circumstances. We demonstrate multiple instances in which DNA from various sources can provide additional information, and thus we advocate for analysing non-blood sources as a complement to blood and/or tissue. Further research into these fluids will highlight opportunities to improve patient outcomes across cancer types.
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Miller AM, Szalontay L, Bouvier N, Hill K, Ahmad H, Rafailov J, Lee AJ, Rodriguez-Sanchez MI, Yildirim O, Patel A, Bale TA, Benhamida JK, Benayed R, Arcila ME, Donzelli M, Dunkel IJ, Gilheeney SW, Khakoo Y, Kramer K, Sait SF, Greenfield JP, Souweidane MM, Haque S, Mauguen A, Berger MF, Mellinghoff IK, Karajannis MA. Next-generation sequencing of cerebrospinal fluid for clinical molecular diagnostics in pediatric, adolescent and young adult brain tumor patients. Neuro Oncol 2022; 24:1763-1772. [PMID: 35148412 PMCID: PMC9527510 DOI: 10.1093/neuonc/noac035] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Safe sampling of central nervous system tumor tissue for diagnostic purposes may be difficult if not impossible, especially in pediatric patients, and an unmet need exists to develop less invasive diagnostic tests. METHODS We report our clinical experience with minimally invasive molecular diagnostics using a clinically validated assay for sequencing of cerebrospinal fluid (CSF) cell-free DNA (cfDNA). All CSF samples were collected as part of clinical care, and results reported to both clinicians and patients/families. RESULTS We analyzed 64 CSF samples from 45 pediatric, adolescent and young adult (AYA) patients (pediatric = 25; AYA = 20) with primary and recurrent brain tumors across 12 histopathological subtypes including high-grade glioma (n = 10), medulloblastoma (n = 10), pineoblastoma (n = 5), low-grade glioma (n = 4), diffuse leptomeningeal glioneuronal tumor (DLGNT) (n = 4), retinoblastoma (n = 4), ependymoma (n = 3), and other (n = 5). Somatic alterations were detected in 30/64 samples (46.9%) and in at least one sample per unique patient in 21/45 patients (46.6%). CSF cfDNA positivity was strongly associated with the presence of disseminated disease at the time of collection (81.5% of samples from patients with disseminated disease were positive). No association was seen between CSF cfDNA positivity and the timing of CSF collection during the patient's disease course. CONCLUSIONS We identified three general categories where CSF cfDNA testing provided additional relevant diagnostic, prognostic, and/or therapeutic information, impacting clinical assessment and decision making: (1) diagnosis and/or identification of actionable alterations; (2) monitor response to therapy; and (3) tracking tumor evolution. Our findings support broader implementation of clinical CSF cfDNA testing in this population to improve care.
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Affiliation(s)
| | | | - Nancy Bouvier
- Pediatric Translational Medicine Program, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Katherine Hill
- Pediatric Translational Medicine Program, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Hamza Ahmad
- Pediatric Translational Medicine Program, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Johnathan Rafailov
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Alex J Lee
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - M Irene Rodriguez-Sanchez
- Pediatric Translational Medicine Program, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Onur Yildirim
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Arti Patel
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Tejus A Bale
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jamal K Benhamida
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ryma Benayed
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Maria Donzelli
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ira J Dunkel
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Stephen W Gilheeney
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Yasmin Khakoo
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Kim Kramer
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Sameer F Sait
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jeffrey P Greenfield
- Department of Pediatrics, Weill Cornell Medical College, New York, New York, USA,Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA,Department of Neurological Surgery, Weill Cornell Medical College, New York, New York, USA,Department of Neurological Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Mark M Souweidane
- Department of Pediatrics, Weill Cornell Medical College, New York, New York, USA,Department of Neurosurgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA,Department of Neurological Surgery, Weill Cornell Medical College, New York, New York, USA,Department of Neurological Surgery, Columbia University Irving Medical Center, New York, New York, USA
| | - Sofia Haque
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Michael F Berger
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York, USA,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, USA,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ingo K Mellinghoff
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York, USA,Department of Pharmacology, Weill Cornell Medical College, New York, New York, USA
| | - Matthias A Karajannis
- Corresponding Author: Matthias A. Karajannis, MD, MS, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, 1275 York Ave, New York, NY 10065, USA ()
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Li M, Hou X, Zheng L, Ma Y, Li D, Lv Y, Chen J, Zheng W, Shao Y, Mou Y, Chen L. Utilizing phenotypic characteristics of metastatic brain tumors to improve the probability of detecting circulating tumor DNA from cerebrospinal fluid in non-small-cell lung cancer patients: development and validation of a prediction model in a prospective cohort study. ESMO Open 2021; 7:100305. [PMID: 34922300 PMCID: PMC8685990 DOI: 10.1016/j.esmoop.2021.100305] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 10/15/2021] [Accepted: 10/20/2021] [Indexed: 12/18/2022] Open
Abstract
Background Circulating tumor DNA (ctDNA) in cerebrospinal fluid (CSF) has become a promising surrogate for genomic profiling of central nervous system tumors. However, suboptimal ctDNA detection rates from CSF limit its clinical utility. Thus precise screening of suitable patients is needed to maximize the clinical benefit. Patients and methods Between February 2017 and December 2020, 66 newly diagnosed non-small-cell lung cancer (NSCLC) patients with brain parenchymal metastases were prospectively enrolled as a training cohort and 30 additional patients were enrolled as an external validation cohort. CSF samples and matched primary tumor tissues were collected before treatment and subjected to next-generation sequencing (NGS). The imageological characteristics of patients’ brain tumors were evaluated by radiologists using enhanced magnetic resonance imaging images. The clinical and imageological characteristics were evaluated by complete subsets regression, Akaike information criteria, and Bayesian information criteria methods to establish the prediction model. A nomogram was then built for CSF ctDNA detection prediction. Results The somatic mutation detection rate of genes covered by our targeted NGS panel was significantly lower in CSF ctDNA (59.09%) than tumor tissue (91.84%). The Tsize (diameter of the largest intracranial lesion) and LVDmin (minimum lesion–ventricle distance for all intracranial lesions) were significantly associated with positive CSF ctDNA detection, and thus, were selected to establish the prediction model, which achieved an area under the ROC curve (AUC) of 0.819 and an accuracy of 0.800. The model’s predictive ability was further validated in the independent external cohort (AUC of 0.772, accuracy of 0.767) and by internal cross-validation. The CSF ctDNA detection rate was significantly improved from 58.18% (32/55) to 81.81% (27/33) in patients after model selection (P = 0.022). Conclusions This study developed a regression model to predict the probability of detecting CSF ctDNA using the phenotypic characteristics of metastatic brain lesions in NSCLC patients, thus, maximizing the benefits of CSF liquid biopsies. Intracranial tumor size and distance to nearest ventricle were significantly correlated with positive CSF ctDNA detection. A prediction model incorporating Tsize and LVDmin was developed and validated to evaluate the odds of CSF ctDNA positivity. The CSF ctDNA detection rate was significantly improved in patients after model selection.
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Affiliation(s)
- M Li
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China
| | - X Hou
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China
| | - L Zheng
- Department of Medical Imaging, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China
| | - Y Ma
- Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, P. R. China
| | - D Li
- Chemotherapy Department 2, Zhongshan City People's Hospital, Zhongshan, Guangdong, P. R. China
| | - Y Lv
- Department of Medical Imaging, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China
| | - J Chen
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China
| | - W Zheng
- Department of Ultrasound, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China
| | - Y Shao
- Nanjing Geneseeq Technology Inc., Nanjing, Jiangsu, P. R. China
| | - Y Mou
- Department of Neurosurgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China.
| | - L Chen
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, P. R. China.
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Ye Z, Bennett MF, Bahlo M, Scheffer IE, Berkovic SF, Perucca P, Hildebrand MS. Cutting edge approaches to detecting brain mosaicism associated with common focal epilepsies: implications for diagnosis and potential therapies. Expert Rev Neurother 2021; 21:1309-1316. [PMID: 34519595 DOI: 10.1080/14737175.2021.1981288] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Mosaic variants arising in brain tissue are increasingly being recognized as a hidden cause of focal epilepsy. This knowledge gain has been driven by new, highly sensitive genetic technologies and genome-wide analysis of brain tissue from surgical resection or autopsy in a small proportion of patients with focal epilepsy. Recently reported novel strategies to detect mosaic variants limited to brain have exploited trace brain DNA obtained from cerebrospinal fluid liquid biopsies or stereo-electroencephalography electrodes. AREAS COVERED The authors review the data on these innovative approaches published in PubMed before 12 June 2021, discuss the challenges associated with their application, and describe how they are likely to improve detection of mosaic variants to provide new molecular diagnoses and therapeutic targets for focal epilepsy, with potential utility in other nonmalignant neurological disorders. EXPERT OPINION These cutting-edge approaches may reveal the hidden genetic etiology of focal epilepsies and provide guidance for precision medicine.
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Affiliation(s)
- Zimeng Ye
- Department of Medicine (Austin Health), Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia
| | - Mark F Bennett
- Department of Medicine (Austin Health), Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia.,Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia.,Department of Medical Biology, The University of Melbourne, Parkville, Australia
| | - Melanie Bahlo
- Population Health and Immunity Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Australia.,Department of Medical Biology, The University of Melbourne, Parkville, Australia
| | - Ingrid E Scheffer
- Department of Medicine (Austin Health), Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia.,Neuroscience Research Group, Murdoch Children's Research Institute, Parkville, Australia.,Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Parkville, Australia.,Department of Neurology, Comprehensive Epilepsy Program, Austin Health, Heidelberg, Australia
| | - Samuel F Berkovic
- Department of Medicine (Austin Health), Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia.,Department of Neurology, Comprehensive Epilepsy Program, Austin Health, Heidelberg, Australia
| | - Piero Perucca
- Department of Medicine (Austin Health), Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia.,Department of Neurology, Comprehensive Epilepsy Program, Austin Health, Heidelberg, Australia.,Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia.,Department of Neurology, Alfred Health, Melbourne, Australia.,Department of Neurology, The Royal Melbourne Hospital, Parkville, Australia
| | - Michael S Hildebrand
- Department of Medicine (Austin Health), Epilepsy Research Centre, University of Melbourne, Heidelberg, Australia.,Neuroscience Research Group, Murdoch Children's Research Institute, Parkville, Australia
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Udomruk S, Orrapin S, Pruksakorn D, Chaiyawat P. Size distribution of cell-free DNA in oncology. Crit Rev Oncol Hematol 2021; 166:103455. [PMID: 34464717 DOI: 10.1016/j.critrevonc.2021.103455] [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: 07/06/2021] [Revised: 08/05/2021] [Accepted: 08/06/2021] [Indexed: 12/16/2022] Open
Abstract
Tumor-specific, circulating cell-free DNA (cfDNA) in liquid biopsy test is a novel promising biomarker in the advancement of cancer management, including early diagnosis, screening, prognosis, identification of actionable targets, and serial tumor monitoring. The specific size pattern of DNA fragments derived from cancer cells is observed to differ from that of cfDNA fragments shed by non-cancer cells. Research into the physiological and biological properties of cfDNA reveals the molecular signature carried by each cfDNA fragments, which can reflect their tissue origins, as well as the mutational profiles with significant genetic alterations. Understanding the fragmentation and size distribution of cfDNA might be a valuable hotspot in liquid biopsy research, with the potential to drive innovation in oncology.
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Affiliation(s)
- Sasimol Udomruk
- Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; Musculoskeletal Science and Translational Research Center (MSTR), Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Santhasiri Orrapin
- Musculoskeletal Science and Translational Research Center (MSTR), Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Dumnoensun Pruksakorn
- Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; Musculoskeletal Science and Translational Research Center (MSTR), Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; Department of Orthopedics, Faculty of Medicine, Chiang Mai University, 110 Intawaroros, Sriphoom, Muang, Chiang Mai 50200, Thailand.
| | - Parunya Chaiyawat
- Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Muang, Chiang Mai 50200, Thailand; Musculoskeletal Science and Translational Research Center (MSTR), Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand.
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33
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CSF Diagnostics: A Potentially Valuable Tool in Neurodegenerative and Inflammatory Disorders Involving Motor Neurons: A Review. Diagnostics (Basel) 2021; 11:diagnostics11091522. [PMID: 34573864 PMCID: PMC8470638 DOI: 10.3390/diagnostics11091522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 08/10/2021] [Accepted: 08/19/2021] [Indexed: 11/16/2022] Open
Abstract
Cerebrospinal fluid (CSF) diagnostics has emerged as a valid tool for a variety of neurological diseases. However, CSF diagnostics has been playing a subordinate role in the diagnosis of many neurological conditions. Thus, in the multitude of neuromuscular diseases in which motor neurons are affected, a CSF sample is rarely taken routinely. However, CSF diagnostics has the potential to specify the diagnosis and monitor the treatment of neuromuscular disorders. In this review, we therefore focused on a variety of neuromuscular diseases, among them amyotrophic lateral sclerosis (ALS), peripheral neuropathies, and spinal muscular atrophy (SMA), for which CSF diagnostics has emerged as a promising option for determining the disease itself and its progression. We focus on potentially valuable biomarkers among different disorders, such as neurofilaments, cytokines, other proteins, and lipids to determine their suitability, differentiating between different neurological disorders and their potential to determine early disease onset, disease progression, and treatment outcome. We further recommend novel approaches, e.g., the use of mass spectrometry as a promising alternative techniques to standard ELISA assays, potentially enhancing biomarker significance in clinical applications.
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Di Capua D, Bracken-Clarke D, Ronan K, Baird AM, Finn S. The Liquid Biopsy for Lung Cancer: State of the Art, Limitations and Future Developments. Cancers (Basel) 2021; 13:cancers13163923. [PMID: 34439082 PMCID: PMC8391249 DOI: 10.3390/cancers13163923] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary During the development and progression of lung tumors, processes such as necrosis and vascular invasion shed tumor cells or cellular components into various fluid compartments. Liquid biopsies consist of obtaining a bodily fluid, typically peripheral blood, in order to isolate and investigate these shed tumor constituents. Circulating tumor cells (CTCs) are one such constituent, which can be isolated from blood and can act as a diagnostic aid and provide valuable prognostic information. Liquid-based biopsies may also have a potential future role in lung cancer screening. Circulating tumor DNA (ctDNA) is found in small quantities in blood and, with the recent development of sensitive molecular and sequencing technologies, can be used to directly detect actionable genetic alterations or monitor for resistance mutations and guide clinical management. While potential benefits of liquid biopsies are promising, they are not without limitations. In this review, we summarize the current state and limitations of CTCs and ctDNA and possible future directions. Abstract Lung cancer is a leading cause of cancer-related deaths, contributing to 18.4% of cancer deaths globally. Treatment of non-small cell lung carcinoma has seen rapid progression with targeted therapies tailored to specific genetic drivers. However, identifying genetic alterations can be difficult due to lack of tissue, inaccessible tumors and the risk of complications for the patient with serial tissue sampling. The liquid biopsy provides a minimally invasive method which can obtain circulating biomarkers shed from the tumor and could be a safer alternative to tissue biopsy. While tissue biopsy remains the gold standard, liquid biopsies could be very beneficial where serial sampling is required, such as monitoring disease progression or development of resistance mutations to current targeted therapies. Liquid biopsies also have a potential role in identifying patients at risk of relapse post treatment and as a component of future lung cancer screening protocols. Rapid developments have led to multiple platforms for isolating circulating tumor cells (CTCs) and detecting circulating tumor DNA (ctDNA); however, standardization is lacking, especially in lung carcinoma. Additionally, clonal hematopoiesis of uncertain clinical significance must be taken into consideration in genetic sequencing, as it introduces the potential for false positives. Various biomarkers have been investigated in liquid biopsies; however, in this review, we will concentrate on the current use of ctDNA and CTCs, focusing on the clinical relevance, current and possible future applications and limitations of each.
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Affiliation(s)
- Daniel Di Capua
- Department of Histopathology, St. James’s Hospital, D08NHY1 Dublin, Ireland;
| | - Dara Bracken-Clarke
- Department of Medical Oncology, St. James’ Hospital, D08NHY1 Dublin, Ireland;
| | - Karine Ronan
- Faculty of Medicine, University College Dublin, D04V1W8 Dublin, Ireland;
| | - Anne-Marie Baird
- School of Medicine, Trinity Translational Medicine Institute, Trinity College, D02PN40 Dublin, Ireland;
| | - Stephen Finn
- Department of Histopathology, St. James’s Hospital, D08NHY1 Dublin, Ireland;
- Correspondence:
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Poynton E, Okosun J. Liquid biopsy in lymphoma: Is it primed for clinical translation? EJHAEM 2021; 2:616-627. [PMID: 35844685 PMCID: PMC9175672 DOI: 10.1002/jha2.212] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/22/2021] [Accepted: 04/23/2021] [Indexed: 12/23/2022]
Abstract
The simultaneous growth in our understanding of lymphoma biology and the burgeoning therapeutic options has come with a renewed drive for precision‐based approaches and how best to incorporate them into contemporary and future patient care. In the hunt for accurate and sensitive biomarkers, liquid biopsies, particularly circulating tumour DNA, have come to the forefront as a promising tool in multiple cancer types including lymphomas, with considerable implications for clinical practice. Liquid biopsy analyses could supplement existing tissue biopsies with distinct advantages including the minimally invasive nature and the ease with which it can be repeated during a patient's clinical journey. Circulating tumour DNA (ctDNA) analyses has been and continues to be evaluated across lymphoma subtypes with potential applications as a diagnostic, disease monitoring and treatment selection tool. To make the leap into the clinic, these assays must demonstrate accuracy, reliability and a quick turnaround to be employed in the real‐time clinical management of lymphoma patients. Here, we review the available ctDNA assays and discuss key practical and technical issues around improving sensitivity. We then focus on their potential roles in several lymphoma subtypes exemplified by recent studies and provide a glimpse of different features that can be analysed beyond ctDNA.
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Affiliation(s)
- Edward Poynton
- Centre for Haemato‐Oncology Barts Cancer Institute, Queen Mary University of London London UK
| | - Jessica Okosun
- Centre for Haemato‐Oncology Barts Cancer Institute, Queen Mary University of London London UK
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Campos CDM, Childers K, Gamage SST, Wijerathne H, Zhao Z, Soper SA. Analytical Technologies for Liquid Biopsy of Subcellular Materials. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2021; 14:207-229. [PMID: 33974805 PMCID: PMC8601690 DOI: 10.1146/annurev-anchem-091520-093931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Liquid biopsy markers, which can be secured from a simple blood draw or other biological samples, are used to manage a variety of diseases and even monitor for bacterial or viral infections. Although there are several different types of liquid biopsy markers, the subcellular ones, including cell-free DNA, microRNA, extracellular vesicles, and viral particles, are evolving in terms of their utility. A challenge with liquid biopsy markers is that they must be enriched from the biological sample prior to analysis because they are a vast minority in a mixed population, and potential interferences may be present in the sample matrix that can inhibit profiling the molecular cargo from the subcellular marker. In this article, we discuss existing and developing analytical enrichment platforms used to isolate subcellular liquid biopsy markers, and discuss their figures of merit such as recovery, throughput, and purity.
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Affiliation(s)
- Camila D M Campos
- Life Science Department, Imec, 3001 Leuven, Belgium
- Department of Electrical Engineering, KU Leuven, 3001 Leuven, Belgium
| | - Katie Childers
- Bioengineering Program, University of Kansas, Lawrence, Kansas 66045, USA;
- Center of BioModular Multiscale Systems for Precision Medicine, Lawrence, Kansas 66045, USA
| | - Sachindra S T Gamage
- Center of BioModular Multiscale Systems for Precision Medicine, Lawrence, Kansas 66045, USA
- Department of Chemistry, University of Kansas, Lawrence, Kansas 66045, USA
| | - Harshani Wijerathne
- Department of Mechanical Engineering, Temple University, Philadelphia, Pennsylvania 19122, USA
| | - Zheng Zhao
- Bioengineering Program, University of Kansas, Lawrence, Kansas 66045, USA;
- Center of BioModular Multiscale Systems for Precision Medicine, Lawrence, Kansas 66045, USA
| | - Steven A Soper
- Bioengineering Program, University of Kansas, Lawrence, Kansas 66045, USA;
- Center of BioModular Multiscale Systems for Precision Medicine, Lawrence, Kansas 66045, USA
- Department of Chemistry, University of Kansas, Lawrence, Kansas 66045, USA
- Department of Mechanical Engineering, University of Kansas, Lawrence, Kansas 66045, USA
- KU Cancer Center, University of Kansas Medical Center, Kansas City, Kansas 66160, USA
- Ulsan National Institute of Science and Technology, Ulsan 44919, South Korea
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Wang P, Zhang H, Chen P, Sun Z, Zhang Z, Yin Q, Sun H, Yu J. The Presence of Genomic Instability in Cerebrospinal Fluid in Patients with Meningeal Metastasis. Cancer Manag Res 2021; 13:4853-4863. [PMID: 34188538 PMCID: PMC8232886 DOI: 10.2147/cmar.s295368] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 05/17/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose This study aimed to explore the genomic instability in cerebrospinal fluid (CSF) in patients with meningeal metastasis (MM). Material and Methods We collected the blood and CSF samples of 15 MM patients and one brain parenchymal metastasis (BPM) patient. A panel of 543 cancer-related genes was conducted to analyze the status of genomic instability in CSF and plasma cell-free DNA (cfDNA) of all patients. Subsequently, nine patients underwent low-depth whole-genome sequencing (WGS) analysis to verify the existence of genomic instability, followed by genomic scoring by the application of aneuploidy scores. Diagnosis-specific graded prognostic assessment (DS-GPA) score was utilized to assess the clinical status of MM patients. Results There was significant difference in gene mutation between CSF cfDNA and plasma cfDNA in MM patients. Among them, 12 MM patients developed genomic instability in their CSF cfDNA, while the remaining 3 had stable genetic profile. Besides, BPM patients showed genomic stability in his CSF and paraffin-embedded tissue sections. No genomic instability was noticed in plasma cfDNA of all patients. Sensitive mutations on EGFR, ERBB2, ALK and KRAS genes and increased gene copy numbers of MET and ERBB2 were detected in 10 MM patients with genomic instability, as well as the EGFR gene mutation in one MM case with genomic stability. Additionally, MM patients with genomic instability had lower overall survival and higher aneuploidy scores and tumor mutation burden compared with those with genomic stability. Moreover, MM patients with higher DS-GPA scores benefited from better survival. Conclusion Genomic instability existed in the CSF cfDNA rather than plasma cfDNA of MM patients, which might be the underlying cause of the differences in MM.
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Affiliation(s)
- Peng Wang
- Department of Neuro-Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, People's Republic of China.,Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, 300060, People's Republic of China
| | - Henghui Zhang
- Genecast Biotechnology Co., Ltd, Wuxi, 214000, People's Republic of China
| | - Peng Chen
- Genecast Biotechnology Co., Ltd, Wuxi, 214000, People's Republic of China
| | - Zengfeng Sun
- Department of Neuro-Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, People's Republic of China.,Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, 300060, People's Republic of China
| | - Zhen Zhang
- Department of Neuro-Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, People's Republic of China.,Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, 300060, People's Republic of China
| | - Qiang Yin
- Department of Neuro-Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, People's Republic of China.,Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, 300060, People's Republic of China
| | - Huaibo Sun
- Genecast Biotechnology Co., Ltd, Wuxi, 214000, People's Republic of China
| | - Jinpu Yu
- Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Cancer Immunology and Biotherapy, Tianjin, 300060, People's Republic of China.,Cancer Molecular Diagnostics Core, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, People's Republic of China
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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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Kim S, Baldassari S, Sim NS, Chipaux M, Dorfmüller G, Kim DS, Chang WS, Taly V, Lee JH, Baulac S. Detection of Brain Somatic Mutations in Cerebrospinal Fluid from Refractory Epilepsy Patients. Ann Neurol 2021; 89:1248-1252. [PMID: 33834539 DOI: 10.1002/ana.26080] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 03/26/2021] [Accepted: 04/04/2021] [Indexed: 01/05/2023]
Abstract
Brain mosaic mutations are a major cause of refractory focal epilepsies with cortical malformations such as focal cortical dysplasia, hemimegalencephaly, malformation of cortical development with oligodendroglial hyperplasia in epilepsy, and ganglioglioma. Here, we collected cerebrospinal fluid (CSF) during epilepsy surgery to search for somatic variants in cell-free DNA (cfDNA) using targeted droplet digital polymerase chain reaction. In 3 of 12 epileptic patients with known somatic mutations previously identified in brain tissue, we here provide evidence that brain mosaicism can be detected in the CSF-derived cfDNA. These findings suggest future opportunities for detecting the mutant allele driving epilepsy in CSF. ANN NEUROL 2021;89:1248-1252.
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Affiliation(s)
- Seyeon Kim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sara Baldassari
- Sorbonne University, Paris Brain Institute (ICM), National Institute of Health and Medical Research (INSERM), National Center for Scientific Research (CNRS), Paris, France
| | - Nam Suk Sim
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Mathilde Chipaux
- Department of Pediatric Neurosurgery, Rothschild Foundation Hospital, Paris, France
| | - Georg Dorfmüller
- Department of Pediatric Neurosurgery, Rothschild Foundation Hospital, Paris, France
| | - Dong Seok Kim
- Department of Neurosurgery, Pediatric Neurosurgery, Severance Children's Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Won Seok Chang
- Department of Neurosurgery, Brain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Valérie Taly
- Cordeliers Research Center, National Institute of Health and Medical Research UMRS 1138, National Center for Scientific Research SNC 5096, Sorbonne University, USPC, University of Paris, National League Against Cancer Team, Paris, France
| | - Jeong Ho Lee
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.,SoVarGen, Daejeon, Republic of Korea
| | - Stéphanie Baulac
- Sorbonne University, Paris Brain Institute (ICM), National Institute of Health and Medical Research (INSERM), National Center for Scientific Research (CNRS), Paris, France
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Clinical Experience of Cerebrospinal Fluid-Based Liquid Biopsy Demonstrates Superiority of Cell-Free DNA over Cell Pellet Genomic DNA for Molecular Profiling. J Mol Diagn 2021; 23:742-752. [PMID: 33781965 DOI: 10.1016/j.jmoldx.2021.03.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 02/26/2021] [Accepted: 03/15/2021] [Indexed: 02/08/2023] Open
Abstract
Cell-free DNA (cfDNA) from cerebrospinal fluid (CSF) offers unique opportunities for genomic profiling of tumors involving the central nervous system but remains uncommonly used in clinical practice. We describe our clinical experience using cfDNA from CSF for routine molecular testing using Memorial Sloan Kettering Integrated Mutation Profiling of Actionable Cancer Targets (targeting 468 cancer-related genes). In all, 148 cfDNA samples were assessed, comparing results of cfDNA versus genomic DNA (gDNA; gDNA from cell pellets) derived from the same CSF sample and the primary tumor. Of these, 71.6% (106/148) were successfully sequenced. Somatic alterations (mutations and fusions) were observed in 70.8% (75/106) of the samples; 97.3% (73/75) comprised variants confirming central nervous system involvement by a previously diagnosed tumor, 14.7% (11/75) had additional variants consistent with a therapy-related resistance mechanism, and 2.7% (2/75) had variants that independently diagnosed a new primary. Among samples with paired cfDNA and gDNA sequencing results, cfDNA was more frequently positive for at least one mutation [43.6% (55/126) versus 19.8% (25/126)] and harbored 1.6× more mutations (6.94 versus 4.65; P = 0.005), with higher mean variant allele fractions (41.1% versus 13.0%; P < 0.0001). Among mutation-positive cfDNAs, the corresponding gDNA was frequently negative (44.6%; 25/55) or failed sequencing (17.8%; 9/55). Routine molecular profiling of cfDNA is superior to gDNA from CSF, facilitating the capture of mutations at high variant allele frequency, even in the context of a negative cytology.
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Tsamis KI, Sakkas H, Giannakis A, Ryu HS, Gartzonika C, Nikas IP. Evaluating Infectious, Neoplastic, Immunological, and Degenerative Diseases of the Central Nervous System with Cerebrospinal Fluid-Based Next-Generation Sequencing. Mol Diagn Ther 2021; 25:207-229. [PMID: 33646562 PMCID: PMC7917176 DOI: 10.1007/s40291-021-00513-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2021] [Indexed: 12/24/2022]
Abstract
Cerebrospinal fluid (CSF) is a clear and paucicellular fluid that circulates within the ventricular system and the subarachnoid space of the central nervous system (CNS), and diverse CNS disorders can impact its composition, volume, and flow. As conventional CSF testing suffers from suboptimal sensitivity, this review aimed to evaluate the role of next-generation sequencing (NGS) in the work-up of infectious, neoplastic, neuroimmunological, and neurodegenerative CNS diseases. Metagenomic NGS showed improved sensitivity—compared to traditional methods—to detect bacterial, viral, parasitic, and fungal infections, while the overall performance was maximized in some studies when all diagnostic modalities were used. In patients with primary CNS cancer, NGS findings in the CSF were largely concordant with the molecular signatures derived from tissue-based molecular analysis; of interest, additional mutations were identified in the CSF in some glioma studies, reflecting intratumoral heterogeneity. In patients with metastasis to the CNS, NGS facilitated diagnosis, prognosis, therapeutic management, and monitoring, exhibiting higher sensitivity than neuroimaging, cytology, and plasma-based molecular analysis. Although evidence is still rudimentary, NGS could enhance the diagnosis and pathogenetic understanding of multiple sclerosis in addition to Alzheimer and Parkinson disease. To conclude, NGS has shown potential to aid the research, facilitate the diagnostic approach, and improve the management outcomes of all the aforementioned CNS diseases. However, to establish its role in clinical practice, the clinical validity and utility of each NGS protocol should be determined. Lastly, as most evidence has been derived from small and retrospective studies, results from randomized control trials could be of significant value.
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Affiliation(s)
- Konstantinos I Tsamis
- Department of Neurology, University Hospital of Ioannina, 45500, Ioannina, Greece. .,School of Medicine, European University Cyprus, 2404, Nicosia, Cyprus.
| | - Hercules Sakkas
- Microbiology Department, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110, Ioannina, Greece
| | - Alexandros Giannakis
- Department of Neurology, University Hospital of Ioannina, 45500, Ioannina, Greece
| | - Han Suk Ryu
- Department of Pathology, Seoul National University Hospital, Seoul, 03080, Korea
| | - Constantina Gartzonika
- Microbiology Department, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110, Ioannina, Greece
| | - Ilias P Nikas
- School of Medicine, European University Cyprus, 2404, Nicosia, Cyprus
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Zhang J, Yuan Y, Gao S, Zhao X, Li H. Diagnostic performance of circulating cell-free DNA for hepatocellular carcinoma: a systematic review and meta-analysis. Biomark Med 2021; 15:219-239. [PMID: 33470842 DOI: 10.2217/bmm-2020-0334] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 12/09/2020] [Indexed: 12/26/2022] Open
Abstract
Background: We aimed to assess the diagnostic performance of circulating cell-free DNA (cfDNA) in hepatocellular carcinoma (HCC). Materials & methods: After a systematic literature search bivariate linear mixed models were used to integrate sensitivity, specificity, positive likelihood ratio, negative likelihood ratio and diagnostic odds ratio. The area under receiver operating characteristics curves of the included studies was used to estimate the diagnostic value. Results: Thirty-eight articles enrolled in quantitative synthesis. In overall analysis the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio and area under receiver operating characteristics curves for cfDNA in distinguishing HCC patients from healthy controls were 0.54, 0.90, 5.23, 0.51, 10.27 and 0.82, respectively. Conclusion: This study suggests that cfDNA has a promising diagnostic accuracy in detection of HCC.
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Affiliation(s)
- Jinmei Zhang
- Department of Infectious Diseases, Weifang Yidu Central Hospital, Qingzhou 262500, China
| | - Yuan Yuan
- Department of Infectious Diseases, Weifang Yidu Central Hospital, Qingzhou 262500, China
| | - Shuxia Gao
- GI Medicine Department, Weifang Yidu Central Hospital, Qingzhou 262500, China
| | - Xue Zhao
- Respiratory Department, Weifang Yidu Central Hospital, Qingzhou 262500, China
| | - Hong Li
- Department of Infectious Diseases, Weifang Yidu Central Hospital, Qingzhou 262500, China
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Kotecha R, Tonse R, Rubens M, McDermott MW, Odia Y, Appel H, Mehta MP. Systematic review and meta-analysis of breast cancer brain metastasis and primary tumor receptor expression discordance. Neurooncol Adv 2021; 3:vdab010. [PMID: 33898990 PMCID: PMC8055057 DOI: 10.1093/noajnl/vdab010] [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] [Indexed: 11/28/2022] Open
Abstract
Background Change in hormone receptor (estrogen [ER] and progesterone [PR]) and/or human epidermal growth factor receptor type 2 (HER2) status during the evolutionary course of metastatic breast cancer and the effect of tumor classification subtype switching remain understudied and underappreciated in brain metastasis patients. Methods Using preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines, a systematic review of series published prior to April 2020 obtained from the Medline database of biopsied or resected breast cancer brain metastasis (BCBM) was performed. Weighted random effects models were used to calculate pooled estimates. Results 15 full-text articles were included with receptor expression analyses on 1373 patients who underwent biopsy or resection of at least one intracranial lesion to compare to the primary tumor. Primary tumor receptor expression immunophenotypes were 45.0% ER+, 41.0% ER−, 31.0% PR+, 51.0% PR−, 35% HER2+, and 47.0% HER2−. Corresponding BCBM immunophenotypes were 19.0% ER+, 31.0% ER−, 13.0% PR+, 40.0% PR−, 21.0% HER2+, and 26.0% HER2−. On primary/BCBM comparison, 540 patients (42.6%) exhibited discordance in any receptor with 17.0% (95% CI: 13.0%–23.0%) discordant on ER, 23.0% (95% CI: 18.0%–30.0%) discordant on PR, and 12.0% (95% CI: 8.0%–16.0%) discordant on HER2 status. The most common receptor conversions found in BCBM were ER loss 11.0% (95% CI: 8.0%–16.0%), PR loss 15.0% (95% CI: 11.0%–21.0%), and HER2 gain 9.0% (95% CI: 7.0%–11.0%). Conclusions BCBM exhibits significant receptor expression discordance in comparison to primary tumors in approximately 40% of patients. Classification patterns need to be analyzed to determine factors predictive of BCBM/primary tumor discordance. Overall, tumor subtype switching and its effect on clinical management remains underappreciated.
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Affiliation(s)
- Rupesh Kotecha
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA.,Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
| | - Raees Tonse
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Muni Rubens
- Office of Clinical Research, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Michael W McDermott
- Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA.,Miami Neuroscience Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Yazmin Odia
- Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA.,Miami Neuroscience Institute, Baptist Health South Florida, Miami, Florida, USA.,Department of Neuro-Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Haley Appel
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Minesh P Mehta
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA.,Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, USA
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Liquid Biomarkers for Pediatric Brain Tumors: Biological Features, Advantages and Perspectives. J Pers Med 2020; 10:jpm10040254. [PMID: 33260839 PMCID: PMC7711550 DOI: 10.3390/jpm10040254] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 11/16/2020] [Accepted: 11/24/2020] [Indexed: 12/14/2022] Open
Abstract
Tumors of the central nervous system are the most frequent solid tumor type and the major cause for cancer-related mortality in children and adolescents. These tumors are biologically highly heterogeneous and comprise various different entities. Molecular diagnostics are already well-established for pediatric brain tumors and have facilitated a more accurate patient stratification. The availability of targeted, biomarker-driven therapies has increased the necessity of longitudinal monitoring of molecular alterations within tumors for precision medicine-guided therapy. Nevertheless, diagnosis is still primarily based on analyses of the primary tumor and follow-up is usually performed by imaging techniques which lack important information on tumor biology possibly changing the course of the disease. To overcome this shortage of longitudinal information, liquid biopsy has emerged as a promising diagnostic tool representing a less-invasive source of biomarkers for tumor monitoring and therapeutic decision making. Novel ultrasensitive methods for detection of allele variants, genetic alterations with low abundance, have been developed and are promising tools for establishing and integrating liquid biopsy techniques into clinical routine. Pediatric brain tumors harbor multiple molecular alterations with the potential to be used as liquid biomarkers. Consequently, studies have already investigated different types of biomarker in diverse entities of pediatric brain tumors. However, there are still certain pitfalls until liquid biomarkers can be unleashed and implemented into routine clinical care. Within this review, we summarize current knowledge on liquid biopsy markers and technologies in pediatric brain tumors, their advantages and drawbacks, as well as future potential biomarkers and perspectives with respect to clinical implementation in patient care.
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Low SYY, Cheng H, Zou R, Ng LP, Kuick CH, Syed Sulaiman NB, Chang KTE, Low DCY, Zhou L, Seow WT. Molecular exploration of paediatric intracranial germinomas from multi-ethnic Singapore. BMC Neurol 2020; 20:415. [PMID: 33187494 PMCID: PMC7666528 DOI: 10.1186/s12883-020-01981-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 10/28/2020] [Indexed: 02/07/2023] Open
Abstract
Background Germinomas (IG) account for up to 50% of all intracranial germ cell tumours. These tumours are reputed to be more prevalent in Oriental populations in comparison to Western cohorts. Biological characteristics of IG in other ethnic groups are unknown. Singapore is a multi-ethnic country with diverse cultures. Owing to inter-racial heterogeneity, the authors hypothesize there are molecular differences between paediatric IG patients in our local population. The aims of this study are exploratory: firstly, to identify molecular characteristics in this tumour type and circulating CSF unique to different racial cohorts; and next, to corroborate our findings with published literature. Methods This is a single-institution, retrospective study of prospectively collected data. Inclusion criteria encompass all paediatric patients with histologically confirmed IG. Excess CSF and brain tumour tissues are collected for molecular analysis. Tumour tissues are subjected to a next generation sequencing (NGS) targeted panel for KIT and PDGRA. All CSF samples are profiled via a high-throughput miRNA multiplexed workflow. Results are then corroborated with existing literature and public databases. Results In our cohort of 14 patients, there are KIT exon variants in the tumour tissues and CSF miRNAs corroborative with published studies. Separately, there are also KIT exon variants and miRNAs not previously highlighted in IG. A subgroup analysis demonstrates differential CSF miRNAs between Chinese and Malay IG patients. Conclusion This is the first in-depth molecular study of a mixed ethnic population of paediatric IGs from a Southeast Asian cohort. Validation studies are required to assess the relevance of novel findings in our study. Supplementary Information The online version contains supplementary material available at 10.1186/s12883-020-01981-0.
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Affiliation(s)
- Sharon Yin Yee Low
- Neurosurgical Service, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore. .,Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore. .,SingHealth Duke-NUS Neuroscience Academic Clinical Program, 11 Jalan Tan Tock Seng, Singapore, 30843, Singapore. .,VIVA-KKH Paediatric Brain and Solid Tumours Laboratory, Singapore, Singapore.
| | - He Cheng
- Bioprocessing Technology Institute, A*STAR, Singapore, Singapore.,MiRXES Pte Ltd, 10 Biopolis Road, Chromos, Singapore, 138670, Singapore
| | - Ruiyang Zou
- Bioprocessing Technology Institute, A*STAR, Singapore, Singapore.,MiRXES Pte Ltd, 10 Biopolis Road, Chromos, Singapore, 138670, Singapore
| | - Lee Ping Ng
- Neurosurgical Service, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Chik Hong Kuick
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Nurfarhanah Bte Syed Sulaiman
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore.,VIVA-KKH Paediatric Brain and Solid Tumours Laboratory, Singapore, Singapore
| | - Kenneth Tou En Chang
- VIVA-KKH Paediatric Brain and Solid Tumours Laboratory, Singapore, Singapore.,Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - David Chyi Yeu Low
- Neurosurgical Service, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.,Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore.,SingHealth Duke-NUS Neuroscience Academic Clinical Program, 11 Jalan Tan Tock Seng, Singapore, 30843, Singapore
| | - Lihan Zhou
- Bioprocessing Technology Institute, A*STAR, Singapore, Singapore.,MiRXES Pte Ltd, 10 Biopolis Road, Chromos, Singapore, 138670, Singapore
| | - Wan Tew Seow
- Neurosurgical Service, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.,Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore.,SingHealth Duke-NUS Neuroscience Academic Clinical Program, 11 Jalan Tan Tock Seng, Singapore, 30843, Singapore
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Bruzek AK, Ravi K, Muruganand A, Wadden J, Babila CM, Cantor E, Tunkle L, Wierzbicki K, Stallard S, Dickson RP, Wolfe I, Mody R, Schwartz J, Franson A, Robertson PL, Muraszko KM, Maher CO, Garton HJL, Qin T, Koschmann C. Electronic DNA Analysis of CSF Cell-free Tumor DNA to Quantify Multi-gene Molecular Response in Pediatric High-grade Glioma. Clin Cancer Res 2020; 26:6266-6276. [PMID: 33087334 DOI: 10.1158/1078-0432.ccr-20-2066] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/07/2020] [Accepted: 09/16/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Pediatric high-grade glioma (pHGG) diagnosis portends poor prognosis and therapeutic monitoring remains difficult. Tumors release cell-free tumor DNA (cf-tDNA) into cerebrospinal fluid (CSF), allowing for potential detection of tumor-associated mutations by CSF sampling. We hypothesized that direct, electronic analysis of cf-tDNA with a handheld platform (Oxford Nanopore MinION) could quantify patient-specific CSF cf-tDNA variant allele fraction (VAF) with improved speed and limit of detection compared with established methods. EXPERIMENTAL DESIGN We performed ultra-short fragment (100-200 bp) PCR amplification of cf-tDNA for clinically actionable alterations in CSF and tumor samples from patients with pHGG (n = 12) alongside nontumor CSF (n = 6). PCR products underwent rapid amplicon-based sequencing by Oxford Nanopore Technology (Nanopore) with quantification of VAF. Additional comparison to next-generation sequencing (NGS) and droplet digital PCR (ddPCR) was performed. RESULTS Nanopore demonstrated 85% sensitivity and 100% specificity in CSF samples (n = 127 replicates) with 0.1 femtomole DNA limit of detection and 12-hour results, all of which compared favorably with NGS. Multiplexed analysis provided concurrent analysis of H3.3A (H3F3A) and H3C2 (HIST1H3B) mutations in a nonbiopsied patient and results were confirmed by ddPCR. Serial CSF cf-tDNA sequencing by Nanopore demonstrated correlation of radiological response on a clinical trial, with one patient showing dramatic multi-gene molecular response that predicted long-term clinical response. CONCLUSIONS Nanopore sequencing of ultra-short pHGG CSF cf-tDNA fragments is feasible, efficient, and sensitive with low-input samples thus overcoming many of the barriers restricting wider use of CSF cf-tDNA diagnosis and monitoring in this patient population.
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Affiliation(s)
- Amy K Bruzek
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Karthik Ravi
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ashwath Muruganand
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Jack Wadden
- Department of Computer Engineering, University of Michigan, Ann Arbor, Michigan
| | - Clarissa May Babila
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Evan Cantor
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Leo Tunkle
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Kyle Wierzbicki
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Stefanie Stallard
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Robert P Dickson
- Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ian Wolfe
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Rajen Mody
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | | | - Andrea Franson
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Patricia L Robertson
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Karin M Muraszko
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Cormac O Maher
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Hugh J L Garton
- Department of Neurosurgery, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Tingtin Qin
- Department of Computational Medicine and Bioinformatics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan
| | - Carl Koschmann
- Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan.
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Liskova A, Samec M, Koklesova L, Giordano FA, Kubatka P, Golubnitschaja O. Liquid Biopsy is Instrumental for 3PM Dimensional Solutions in Cancer Management. J Clin Med 2020; 9:E2749. [PMID: 32854390 PMCID: PMC7563444 DOI: 10.3390/jcm9092749] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/17/2020] [Accepted: 08/20/2020] [Indexed: 02/06/2023] Open
Abstract
One in every four deaths is due to cancer in Europe. In view of its increasing incidence, cancer became the leading cause of death and disease burden in Denmark, France, the Netherlands, and the UK. Without essential improvements in cancer prevention, an additional 775,000 cases of annual incidence have been prognosed until 2040. Between 1995 and 2018, the direct costs of cancer doubled from EUR 52 billion to EUR 103 billion in Europe, and per capita health spending on cancer increased by 86% from EUR 105 to EUR 195 in general, whereby Austria, Germany, Switzerland, Benelux, and France spend the most on cancer care compared to other European countries. In view of the consequent severe socio-economic burden on society, the paradigm change from a reactive to a predictive, preventive, and personalized medical approach in the overall cancer management is essential. Concepts of predictive, preventive, and personalized medicine (3PM) demonstrate a great potential to revise the above presented trends and to implement cost-effective healthcare that benefits the patient and society as a whole. At any stage, application of early and predictive diagnostics, targeted prevention, and personalization of medical services are basic pillars making 3PM particularly attractive for the patients as well as ethical and cost-effective healthcare. Optimal 3PM approach requires novel instruments such as well-designed liquid biopsy application. This review article highlights current achievements and details liquid biopsy approaches specifically in cancer management. 3PM-relevant expert recommendations are provided.
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Affiliation(s)
- Alena Liskova
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia; (A.L.); (M.S.); (L.K.)
| | - Marek Samec
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia; (A.L.); (M.S.); (L.K.)
| | - Lenka Koklesova
- Department of Obstetrics and Gynecology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia; (A.L.); (M.S.); (L.K.)
| | - Frank A. Giordano
- Department of Radiation Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany;
| | - Peter Kubatka
- Department of Medical Biology, Jessenius Faculty of Medicine, Comenius University in Bratislava, 036 01 Martin, Slovakia;
| | - Olga Golubnitschaja
- Predictive, Preventive and Personalised (3P) Medicine, Department of Radiation Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, 53127 Bonn, Germany
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Graillon T, Roche C, Basset N, Mougel G, Meyer M, Farah K, Boissonneau S, Fuentes S, Tabouret E, Campello C, Appay R, Figarella-Branger D, Chinot O, Dufour H, Romanet P, Barlier A. Brief CommunicationCirculating tumor DNA is present in the most aggressive meningiomas. Neurooncol Adv 2020; 2:vdaa068. [PMID: 32642718 PMCID: PMC7337958 DOI: 10.1093/noajnl/vdaa068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Thomas Graillon
- Department of Neurosurgery, Hospital La Timone, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
| | - Catherine Roche
- Laboratory of Molecular Biology, Hospital La Conception, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
| | - Noémie Basset
- Laboratory of Molecular Biology, Hospital La Conception, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
| | - Gregory Mougel
- Laboratory of Molecular Biology, Hospital La Conception, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
| | - Mikael Meyer
- Department of Neurosurgery, Hospital La Timone, Aix Marseille Univ, APHM, Marseille, France
| | - Kaissar Farah
- Department of Neurosurgery, Hospital La Timone, Aix Marseille Univ, APHM, Marseille, France
| | - Sébastien Boissonneau
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service de Neuro-chirurgie, Marseille, France
| | - Stéphane Fuentes
- Department of Neurosurgery, Hospital La Timone, Aix Marseille Univ, APHM, Marseille, France
| | - Emeline Tabouret
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service de Neuro-Oncologie, Marseille, France
| | - Chantal Campello
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service de Neuro-Oncologie, Marseille, France
| | - Romain Appay
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France
| | - Dominique Figarella-Branger
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France
| | - Olivier Chinot
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service de Neuro-Oncologie, Marseille, France
| | - Henry Dufour
- Department of Neurosurgery, Hospital La Timone, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
| | - Pauline Romanet
- Laboratory of Molecular Biology, Hospital La Conception, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
| | - Anne Barlier
- Laboratory of Molecular Biology, Hospital La Conception, Aix Marseille Univ, APHM, INSERM, MMG, Marseille, France
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