1
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Dyshlovoy SA, Paigin S, Afflerbach AK, Lobermeyer A, Werner S, Schüller U, Bokemeyer C, Schuh AH, Bergmann L, von Amsberg G, Joosse SA. Applications of Nanopore sequencing in precision cancer medicine. Int J Cancer 2024. [PMID: 39031959 DOI: 10.1002/ijc.35100] [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: 03/09/2024] [Revised: 04/25/2024] [Accepted: 06/25/2024] [Indexed: 07/22/2024]
Abstract
Oxford Nanopore Technologies sequencing, also referred to as Nanopore sequencing, stands at the forefront of a revolution in clinical genetics, offering the potential for rapid, long read, and real-time DNA and RNA sequencing. This technology is currently making sequencing more accessible and affordable. In this comprehensive review, we explore its potential regarding precision cancer diagnostics and treatment. We encompass a critical analysis of clinical cases where Nanopore sequencing was successfully applied to identify point mutations, splice variants, gene fusions, epigenetic modifications, non-coding RNAs, and other pivotal biomarkers that defined subsequent treatment strategies. Additionally, we address the challenges of clinical applications of Nanopore sequencing and discuss the current efforts to overcome them.
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Affiliation(s)
- Sergey A Dyshlovoy
- Department of Oncology, Oxford Molecular Diagnostics Centre, University of Oxford, Level 4, John Radcliffe Hospital, Oxford, UK
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefanie Paigin
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Pathology and Neuropathology, University Hospital Tübingen, Tübingen, Germany
| | - Ann-Kristin Afflerbach
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Annabelle Lobermeyer
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Werner
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ulrich Schüller
- Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
- Institute for Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Paediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Carsten Bokemeyer
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna H Schuh
- Department of Oncology, Oxford Molecular Diagnostics Centre, University of Oxford, Level 4, John Radcliffe Hospital, Oxford, UK
| | - Lina Bergmann
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gunhild von Amsberg
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Martini-Klinik, Prostate Cancer Center, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Simon A Joosse
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Mildred Scheel Cancer Career Center HaTriCS4, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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2
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Behrens YL, Pietzsch S, Antić Ž, Zhang Y, Bergmann AK. The landscape of cytogenetic and molecular genetic methods in diagnostics for hematologic neoplasia. Best Pract Res Clin Haematol 2024; 37:101539. [PMID: 38490767 DOI: 10.1016/j.beha.2024.101539] [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: 12/05/2023] [Accepted: 01/28/2024] [Indexed: 03/17/2024]
Abstract
Improvements made during the last decades in the management of patients with hematologic neoplasia have resulted in increase of overall survival. These advancements have become possible through progress in our understanding of genetic basis of different hematologic malignancies and their role in the current risk-adapted treatment protocols. In this review, we provide an overview of current cytogenetic and molecular genetic methods, commonly used in the genetic characterization of hematologic malignancies, describe the current developments in the cytogenetic and molecular diagnostics, and give an outlook into their future development. Furthermore, we give a brief overview of the most important public databases and guidelines for sequence variant interpretation.
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Affiliation(s)
- Yvonne Lisa Behrens
- Department of Human Genetics, Hannover Medical School, 30625, Hannover, Germany
| | - Stefan Pietzsch
- Department of Human Genetics, Hannover Medical School, 30625, Hannover, Germany
| | - Željko Antić
- Department of Human Genetics, Hannover Medical School, 30625, Hannover, Germany
| | - Yanming Zhang
- Cytogenetics Laboratory, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anke K Bergmann
- Department of Human Genetics, Hannover Medical School, 30625, Hannover, Germany.
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3
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Lang J, Cho WC, Huang T, Wu T, Xu J. Editorial: Applications of RNA-seq in cancer and tumor research. Front Genet 2023; 14:1331576. [PMID: 38034495 PMCID: PMC10682762 DOI: 10.3389/fgene.2023.1331576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 11/07/2023] [Indexed: 12/02/2023] Open
Affiliation(s)
- Jidong Lang
- Department of Bioinformatics, Qitan Technology (Beijing) Co., Ltd., Beijing, China
| | - William C. Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong SAR, China
| | - Tao Huang
- Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences (CAS), Shanghai, China
| | - Taoyang Wu
- School of Computing Science, University of East Anglia, Norwich, United Kingdom
| | - Junlin Xu
- College of Computer Science and Electronic Engineering, Hunan University, Changsha, China
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4
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Cross NCP, Ernst T, Branford S, Cayuela JM, Deininger M, Fabarius A, Kim DDH, Machova Polakova K, Radich JP, Hehlmann R, Hochhaus A, Apperley JF, Soverini S. European LeukemiaNet laboratory recommendations for the diagnosis and management of chronic myeloid leukemia. Leukemia 2023; 37:2150-2167. [PMID: 37794101 PMCID: PMC10624636 DOI: 10.1038/s41375-023-02048-y] [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: 08/29/2023] [Revised: 09/13/2023] [Accepted: 09/20/2023] [Indexed: 10/06/2023]
Abstract
From the laboratory perspective, effective management of patients with chronic myeloid leukemia (CML) requires accurate diagnosis, assessment of prognostic markers, sequential assessment of levels of residual disease and investigation of possible reasons for resistance, relapse or progression. Our scientific and clinical knowledge underpinning these requirements continues to evolve, as do laboratory methods and technologies. The European LeukemiaNet convened an expert panel to critically consider the current status of genetic laboratory approaches to help diagnose and manage CML patients. Our recommendations focus on current best practice and highlight the strengths and pitfalls of commonly used laboratory tests.
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Affiliation(s)
| | - Thomas Ernst
- Klinik für Innere Medizin II, Universitätsklinikum Jena, Jena, Germany
| | - Susan Branford
- Centre for Cancer Biology and SA Pathology, Adelaide, SA, Australia
| | - Jean-Michel Cayuela
- Laboratory of Hematology, University Hospital Saint-Louis, AP-HP and EA3518, Université Paris Cité, Paris, France
| | | | - Alice Fabarius
- III. Medizinische Klinik, Medizinische Fakultät Mannheim, Universität Heidelberg, Mannheim, Germany
| | - Dennis Dong Hwan Kim
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | | | | | - Rüdiger Hehlmann
- III. Medizinische Klinik, Medizinische Fakultät Mannheim, Universität Heidelberg, Mannheim, Germany
- ELN Foundation, Weinheim, Germany
| | - Andreas Hochhaus
- Klinik für Innere Medizin II, Universitätsklinikum Jena, Jena, Germany
| | - Jane F Apperley
- Centre for Haematology, Imperial College London, London, UK
- Department of Clinical Haematology, Imperial College Healthcare NHS Trust, London, UK
| | - Simona Soverini
- Department of Medical and Surgical Sciences, Institute of Hematology "Lorenzo e Ariosto Seràgnoli", University of Bologna, Bologna, Italy
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5
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Oehler JB, Wright H, Stark Z, Mallett AJ, Schmitz U. The application of long-read sequencing in clinical settings. Hum Genomics 2023; 17:73. [PMID: 37553611 PMCID: PMC10410870 DOI: 10.1186/s40246-023-00522-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 08/01/2023] [Indexed: 08/10/2023] Open
Abstract
Long-read DNA sequencing technologies have been rapidly evolving in recent years, and their ability to assess large and complex regions of the genome makes them ideal for clinical applications in molecular diagnosis and therapy selection, thereby providing a valuable tool for precision medicine. In the third-generation sequencing duopoly, Oxford Nanopore Technologies and Pacific Biosciences work towards increasing the accuracy, throughput, and portability of long-read sequencing methods while trying to keep costs low. These trades have made long-read sequencing an attractive tool for use in research and clinical settings. This article provides an overview of current clinical applications and limitations of long-read sequencing and explores its potential for point-of-care testing and health care in remote settings.
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Affiliation(s)
- Josephine B Oehler
- Biomedical Sciences and Molecular Biology, College of Public Health, Medical & Vet Sciences, James Cook University, Townsville, Australia
- College of Medicine and Dentistry, James Cook University, Townsville, Australia
| | - Helen Wright
- Nursing and Midwifery, College of Healthcare Sciences, James Cook University, Townsville, Australia
| | - Zornitza Stark
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Melbourne, Australia
- University of Melbourne, Melbourne, Australia
- Australian Genomics, Melbourne, Australia
| | - Andrew J Mallett
- College of Medicine and Dentistry, James Cook University, Townsville, Australia
- Department of Renal Medicine, Townsville University Hospital, Townsville, Australia
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Ulf Schmitz
- Biomedical Sciences and Molecular Biology, College of Public Health, Medical & Vet Sciences, James Cook University, Townsville, Australia.
- Centre for Tropical Bioinformatics and Molecular Biology, Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Australia.
- Computational BioMedicine Lab Centenary Institute, The University of Sydney, Camperdown, Australia.
- Faculty of Medicine & Health, The University of Sydney, Camperdown, Australia.
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6
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Martínez-Castillo M, Gómez-Romero L, Tovar H, Olarte-Carrillo I, García-Laguna A, Barranco-Lampón G, De la Cruz-Rosas A, Martínez-Tovar A, Hernández-Zavala A, Córdova EJ. Genetic alterations in the BCR-ABL1 fusion gene related to imatinib resistance in chronic myeloid leukemia. Leuk Res 2023; 131:107325. [PMID: 37302352 DOI: 10.1016/j.leukres.2023.107325] [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: 12/30/2022] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 06/13/2023]
Abstract
Use of the potent tyrosine kinase inhibitor imatinib as the first-line treatment in chronic myeloid leukemia (CML) has decreased mortality from 20% to 2%. Approximately 30% of CML patients experience imatinib resistance, however, largely because of point mutations in the kinase domain of the BCR-ABL1 fusion gene. The aim of this study was to use next-generation sequencing (NGS) to identify mutations related to imatinib resistance. The study included 22 patients diagnosed with CML and experiencing no clinical response to imatinib. Total RNA was used for cDNA synthesis, with amplification of a fragment encompassing the BCR-ABL1 kinase domain using a nested-PCR approach. Sanger and NGS were applied to detect genetic alterations. HaplotypeCaller was used for variant calling, and STAR-Fusion software was applied for fusion breakpoint identification. After sequencing analysis, F311I, F317L, and E450K mutations were detected respectively in three different participants, and in another two patients, single nucleotide variants in BCR (rs9608100, rs140506, rs16802) and ABL1 (rs35011138) were detected. Eleven patients carried e14a2 transcripts, nine had e13a2 transcripts, and both transcripts were identified in one patient. One patient had co-expression of e14a2 and e14a8 transcripts. The results identify candidate single nucleotide variants and co-expressed BCR-ABL1 transcripts in cellular resistance to imatinib.
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Affiliation(s)
- Macario Martínez-Castillo
- Section of Research and Postgraduate Studies, Superior School of Medicine, National Institute Polytechnique, Casco de Santo Tomás, 11350 Mexico City, Mexico
| | - Laura Gómez-Romero
- Bioinformatics Department, National Institute of Genomic Medicine, Arenal Tepepan, 14610 Mexico City, Mexico
| | - Hugo Tovar
- Computational Genomics Division, National Institute of Genomic Medicine, Arenal Tepepan, 14610 Mexico City, Mexico
| | - Irma Olarte-Carrillo
- Molecular Biology Laboratory, Service of Hematology, Hospital General de Mexico "Dr. Eduardo Licega" Dr Balmis, 06720 Mexico City, Mexico
| | - Anel García-Laguna
- Molecular Biology Laboratory, Service of Hematology, Hospital General de Mexico "Dr. Eduardo Licega" Dr Balmis, 06720 Mexico City, Mexico
| | - Gilberto Barranco-Lampón
- Molecular Biology Laboratory, Service of Hematology, Hospital General de Mexico "Dr. Eduardo Licega" Dr Balmis, 06720 Mexico City, Mexico
| | - Adrián De la Cruz-Rosas
- Molecular Biology Laboratory, Service of Hematology, Hospital General de Mexico "Dr. Eduardo Licega" Dr Balmis, 06720 Mexico City, Mexico
| | - Adolfo Martínez-Tovar
- Molecular Biology Laboratory, Service of Hematology, Hospital General de Mexico "Dr. Eduardo Licega" Dr Balmis, 06720 Mexico City, Mexico
| | - Araceli Hernández-Zavala
- Section of Research and Postgraduate Studies, Superior School of Medicine, National Institute Polytechnique, Casco de Santo Tomás, 11350 Mexico City, Mexico
| | - Emilio J Córdova
- Oncogenomics Consortium Laboratory, National Institute of Genomic Medicine, Clinic Research, Arenal Tepepan, 14610 Mexico City, Mexico.
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7
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Evaluation of the Available Variant Calling Tools for Oxford Nanopore Sequencing in Breast Cancer. Genes (Basel) 2022; 13:genes13091583. [PMID: 36140751 PMCID: PMC9498802 DOI: 10.3390/genes13091583] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 08/30/2022] [Accepted: 08/31/2022] [Indexed: 11/23/2022] Open
Abstract
The goal of biomarker testing, in the field of personalized medicine, is to guide treatments to achieve the best possible results for each patient. The accurate and reliable identification of everyone’s genome variants is essential for the success of clinical genomics, employing third-generation sequencing. Different variant calling techniques have been used and recommended by both Oxford Nanopore Technologies (ONT) and Nanopore communities. A thorough examination of the variant callers might give critical guidance for third-generation sequencing-based clinical genomics. In this study, two reference genome sample datasets (NA12878) and (NA24385) and the set of high-confidence variant calls provided by the Genome in a Bottle (GIAB) were used to allow the evaluation of the performance of six variant calling tools, including Human-SNP-wf, Clair3, Clair, NanoCaller, Longshot, and Medaka, as an integral step in the in-house variant detection workflow. Out of the six variant callers understudy, Clair3 and Human-SNP-wf that has Clair3 incorporated into it achieved the highest performance rates in comparison to the other variant callers. Evaluation of the results for the tool was expressed in terms of Precision, Recall, and F1-score using Hap.py tools for the comparison. In conclusion, our findings give important insights for identifying accurate variants from third-generation sequencing of personal genomes using different variant detection tools available for long-read sequencing.
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8
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Ahmed YW, Alemu BA, Bekele SA, Gizaw ST, Zerihun MF, Wabalo EK, Teklemariam MD, Mihrete TK, Hanurry EY, Amogne TG, Gebrehiwot AD, Berga TN, Haile EA, Edo DO, Alemu BD. Epigenetic tumor heterogeneity in the era of single-cell profiling with nanopore sequencing. Clin Epigenetics 2022; 14:107. [PMID: 36030244 PMCID: PMC9419648 DOI: 10.1186/s13148-022-01323-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 08/12/2022] [Indexed: 11/29/2022] Open
Abstract
Nanopore sequencing has brought the technology to the next generation in the science of sequencing. This is achieved through research advancing on: pore efficiency, creating mechanisms to control DNA translocation, enhancing signal-to-noise ratio, and expanding to long-read ranges. Heterogeneity regarding epigenetics would be broad as mutations in the epigenome are sensitive to cause new challenges in cancer research. Epigenetic enzymes which catalyze DNA methylation and histone modification are dysregulated in cancer cells and cause numerous heterogeneous clones to evolve. Detection of this heterogeneity in these clones plays an indispensable role in the treatment of various cancer types. With single-cell profiling, the nanopore sequencing technology could provide a simple sequence at long reads and is expected to be used soon at the bedside or doctor's office. Here, we review the advancements of nanopore sequencing and its use in the detection of epigenetic heterogeneity in cancer.
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Affiliation(s)
- Yohannis Wondwosen Ahmed
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia.
| | - Berhan Ababaw Alemu
- Department of Medical Biochemistry, School of Medicine, St. Paul's Hospital, Millennium Medical College, Addis Ababa, Ethiopia
| | - Sisay Addisu Bekele
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Solomon Tebeje Gizaw
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Muluken Fekadie Zerihun
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Endriyas Kelta Wabalo
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Maria Degef Teklemariam
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Tsehayneh Kelemu Mihrete
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Endris Yibru Hanurry
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Tensae Gebru Amogne
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Assaye Desalegne Gebrehiwot
- Department of Medical Anatomy, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Tamirat Nida Berga
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Ebsitu Abate Haile
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Dessiet Oma Edo
- Department of Medical Biochemistry, School of Medicine, College of Health Sciences, Addis Ababa University, P.O. Box: 9086, Addis Ababa, Ethiopia
| | - Bizuwork Derebew Alemu
- Department of Statistics, College of Natural and Computational Sciences, Mizan Tepi University, Tepi, Ethiopia
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9
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Third-Generation Sequencing in Clinical Practice: The New Era of Precision Medicine? APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12126058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
In the last decades, the spreading of next-generation sequencing (NGS) in clinical practice has considerably increased the genomic knowledge of several disorders. The recent advent of third-generation sequencing is transforming the standard way of conceiving clinical genomics, overcom-ing the main limits of conventional NGS technologies and achieving challenges so far considered unreasonable. What was impracticable only a few years ago, in terms of potential and affordability, now is becoming achievable. The new sequencing era will improve diagnostic and therapeutic ap-proaches, providing clinicians with valid support in their practice.
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10
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Abstract
Over the years, the engineering aspect of nanotechnology has been significantly exploited. Medical intervention strategies have been developed by leveraging existing molecular biology knowledge and combining it with nanotechnology tools to improve outcomes. However, little attention has been paid to harnessing the strengths of nanotechnology as a biological discovery tool. Fundamental understanding of controlling dynamic biological processes at the subcellular level is key to developing personalized therapeutic and diagnostic interventions. Single-cell analyses using intravital microscopy, expansion microscopy, and microfluidic-based platforms have been helping to better understand cell heterogeneity in healthy and diseased cells, a major challenge in oncology. Also, single-cell analysis has revealed critical signaling pathways and biological intracellular components with key biological functions. The physical manipulation enabled by nanotools can allow real-time monitoring of biological changes at a single-cell level by sampling intracellular fluid from the same cell. The formation of intercellular highways by nanotube-like structures has important clinical implications such as metastasis development. The integration of nanomaterials into optical and molecular imaging techniques has rendered valuable morphological, structural, and biological information. Nanoscale imaging unravels mechanisms of temporality by enabling the visualization of nanoscale dynamics never observed or measured between individual cells with standard biological techniques. The exceptional sensitivity of nanozymes, artificial enzymes, make them perfect components of the next-generation mobile diagnostics devices. Here, we highlight these impactful cancer-related biological discoveries enabled by nanotechnology and producing a paradigm shift in cancer research and oncology.
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Affiliation(s)
- Carolina Salvador-Morales
- Nanodelivery Systems and Devices Branch, Cancer Imaging Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850, United States
| | - Piotr Grodzinski
- Nanodelivery Systems and Devices Branch, Cancer Imaging Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, Rockville, Maryland 20850, United States
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11
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Chen Z, He X. Application of third-generation sequencing in cancer research. MEDICAL REVIEW (BERLIN, GERMANY) 2021; 1:150-171. [PMID: 37724303 PMCID: PMC10388785 DOI: 10.1515/mr-2021-0013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 08/09/2021] [Indexed: 09/20/2023]
Abstract
In the past several years, nanopore sequencing technology from Oxford Nanopore Technologies (ONT) and single-molecule real-time (SMRT) sequencing technology from Pacific BioSciences (PacBio) have become available to researchers and are currently being tested for cancer research. These methods offer many advantages over most widely used high-throughput short-read sequencing approaches and allow the comprehensive analysis of transcriptomes by identifying full-length splice isoforms and several other posttranscriptional events. In addition, these platforms enable structural variation characterization at a previously unparalleled resolution and direct detection of epigenetic marks in native DNA and RNA. Here, we present a comprehensive summary of important applications of these technologies in cancer research, including the identification of complex structure variants, alternatively spliced isoforms, fusion transcript events, and exogenous RNA. Furthermore, we discuss the impact of the newly developed nanopore direct RNA sequencing (RNA-Seq) approach in advancing epitranscriptome research in cancer. Although the unique challenges still present for these new single-molecule long-read methods, they will unravel many aspects of cancer genome complexity in unprecedented ways and present an encouraging outlook for continued application in an increasing number of different cancer research settings.
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Affiliation(s)
- Zhiao Chen
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xianghuo He
- Fudan University Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
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12
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Wang Y, Zhao Y, Bollas A, Wang Y, Au KF. Nanopore sequencing technology, bioinformatics and applications. Nat Biotechnol 2021; 39:1348-1365. [PMID: 34750572 PMCID: PMC8988251 DOI: 10.1038/s41587-021-01108-x] [Citation(s) in RCA: 537] [Impact Index Per Article: 179.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 09/22/2021] [Indexed: 12/13/2022]
Abstract
Rapid advances in nanopore technologies for sequencing single long DNA and RNA molecules have led to substantial improvements in accuracy, read length and throughput. These breakthroughs have required extensive development of experimental and bioinformatics methods to fully exploit nanopore long reads for investigations of genomes, transcriptomes, epigenomes and epitranscriptomes. Nanopore sequencing is being applied in genome assembly, full-length transcript detection and base modification detection and in more specialized areas, such as rapid clinical diagnoses and outbreak surveillance. Many opportunities remain for improving data quality and analytical approaches through the development of new nanopores, base-calling methods and experimental protocols tailored to particular applications.
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Affiliation(s)
- Yunhao Wang
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Yue Zhao
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
- Biomedical Informatics Shared Resources, The Ohio State University, Columbus, OH, USA
| | - Audrey Bollas
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Yuru Wang
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Kin Fai Au
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA.
- Biomedical Informatics Shared Resources, The Ohio State University, Columbus, OH, USA.
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13
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Liu Y, Rosikiewicz W, Pan Z, Jillette N, Wang P, Taghbalout A, Foox J, Mason C, Carroll M, Cheng A, Li S. DNA methylation-calling tools for Oxford Nanopore sequencing: a survey and human epigenome-wide evaluation. Genome Biol 2021; 22:295. [PMID: 34663425 PMCID: PMC8524990 DOI: 10.1186/s13059-021-02510-z] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Accepted: 10/04/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Nanopore long-read sequencing technology greatly expands the capacity of long-range, single-molecule DNA-modification detection. A growing number of analytical tools have been developed to detect DNA methylation from nanopore sequencing reads. Here, we assess the performance of different methylation-calling tools to provide a systematic evaluation to guide researchers performing human epigenome-wide studies. RESULTS We compare seven analytic tools for detecting DNA methylation from nanopore long-read sequencing data generated from human natural DNA at a whole-genome scale. We evaluate the per-read and per-site performance of CpG methylation prediction across different genomic contexts, CpG site coverage, and computational resources consumed by each tool. The seven tools exhibit different performances across the evaluation criteria. We show that the methylation prediction at regions with discordant DNA methylation patterns, intergenic regions, low CG density regions, and repetitive regions show room for improvement across all tools. Furthermore, we demonstrate that 5hmC levels at least partly contribute to the discrepancy between bisulfite and nanopore sequencing. Lastly, we provide an online DNA methylation database ( https://nanome.jax.org ) to display the DNA methylation levels detected by nanopore sequencing and bisulfite sequencing data across different genomic contexts. CONCLUSIONS Our study is the first systematic benchmark of computational methods for detection of mammalian whole-genome DNA modifications in nanopore sequencing. We provide a broad foundation for cross-platform standardization and an evaluation of analytical tools designed for genome-scale modified base detection using nanopore sequencing.
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Affiliation(s)
- Yang Liu
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Wojciech Rosikiewicz
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
- Present address: Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Ziwei Pan
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
- Department of Genetics and Genome Sciences, UConn Health Center, Farmington, CT, USA
| | | | - Ping Wang
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Aziz Taghbalout
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Jonathan Foox
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
| | - Christopher Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA
- The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY, USA
- The Feil Family Brain and Mind Research Institute, New York, NY, USA
- The WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY, USA
| | - Martin Carroll
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Albert Cheng
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
- Department of Genetics and Genome Sciences, UConn Health Center, Farmington, CT, USA
| | - Sheng Li
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
- Department of Genetics and Genome Sciences, UConn Health Center, Farmington, CT, USA.
- The Jackson Laboratory Cancer Center, Bar Harbor, ME, USA.
- Department of Computer Science and Engineering, University of Connecticut, Storrs, CT, USA.
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14
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Nanopore sequencing approach for immunoglobulin gene analysis in chronic lymphocytic leukemia. Sci Rep 2021; 11:17668. [PMID: 34480068 PMCID: PMC8417258 DOI: 10.1038/s41598-021-97198-3] [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] [Received: 05/27/2021] [Accepted: 08/23/2021] [Indexed: 12/26/2022] Open
Abstract
The evaluation of the somatic hypermutation of the clonotypic immunoglobulin heavy variable gene has become essential in the therapeutic management in chronic lymphocytic leukemia patients. European Research Initiative on Chronic Lymphocytic Leukemia promotes good practices and standardized approaches to this assay but often they are labor-intensive, technically complex, with limited in scalability. The use of next-generation sequencing in this analysis has been widely tested, showing comparable accuracy and distinct advantages. However, the adoption of the next generation sequencing requires a high sample number (run batching) to be economically convenient, which could lead to a longer turnaround time. Here we present data from nanopore sequencing for the somatic hypermutation evaluation compared to the standard method. Our results show that nanopore sequencing is suitable for immunoglobulin heavy variable gene mutational analysis in terms of sensitivity, accuracy, simplicity of analysis and is less time-consuming. Moreover, our work showed that the development of an appropriate data analysis pipeline could lower the nanopore sequencing error rate attitude.
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15
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Ngo TTD, Lea RA, Maksemous N, Eccles DA, Smith RA, Dunn PJ, Thao VC, Ha TMT, Bùi CB, Haupt LM, Scott R, Griffiths LR. The MinION as a cost-effective technology for diagnostic screening of the SCN1A gene in epilepsy patients. Epilepsy Res 2021; 172:106593. [PMID: 33721710 DOI: 10.1016/j.eplepsyres.2021.106593] [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: 10/25/2020] [Revised: 02/09/2021] [Accepted: 02/19/2021] [Indexed: 11/18/2022]
Abstract
The MinION is a portable DNA sequencer that allows real time sequencing at low capital cost investment. We assessed accuracy and cost-effectivess of the MinION for genetic diagnostic testing of known SCN1A mutations that cause Dravet Syndrome (DS). DNA samples (n = 7) from DS patients previously shown to carry SCN1A mutations via Ion Torrent and Sanger sequencing were sequenced using the MinION. SCN1A amplicons for 8 exons were sequenced using the MinION with 1D chemistry on an R9.4 flow cell. All known missense mutations were detected in all samples showing 100 % concordance with results from other methods. However, the MinION failed to detect the insertions/deletions (INDELs) present in these patients. Nevertheless, these results indicate that MinION is a cost-effective platform for use as an initial screening step in the detection of nucleotide substitution mutations in in SCN1A, especially in under-resourced laboratories or hospitals. Further improvements are required to reliably detect INDELS in this gene.
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Affiliation(s)
- Thi Tuyet Dieu Ngo
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia; Department of Physiology, Hue University of Medicine and Pharmacy, Hue University, Hue, Viet Nam
| | - Rodney A Lea
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia; Hunter Medical Research Institute, School of Biomedical Sciences, Newcastle, Australia.
| | - Neven Maksemous
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
| | - David A Eccles
- The Malaghan Institute, Victoria University of Wellington, Wellington, New Zealand
| | - Robert A Smith
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Paul J Dunn
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Van Cao Thao
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Thi Minh Thi Ha
- Department of Medical Genetics, Hue University of Medicine and Pharmacy, Hue University, Hue, Viet Nam
| | - Chi Bao Bùi
- School of Medicine, Vietnam National University, Ho Chi Min City, Viet Nam
| | - Larisa M Haupt
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Rodney Scott
- Hunter Medical Research Institute, School of Biomedical Sciences, Newcastle, Australia
| | - Lyn R Griffiths
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
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16
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Cumbo C, Orsini P, Anelli L, Zagaria A, Minervini CF, Coccaro N, Tota G, Impera L, Parciante E, Conserva MR, Redavid I, Carluccio P, Tarantini F, Specchia G, Musto P, Albano F. Nanopore sequencing sheds a light on the FLT3 gene mutations complexity in acute promyelocytic leukemia. Leuk Lymphoma 2020; 62:1219-1225. [PMID: 33289421 DOI: 10.1080/10428194.2020.1856838] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Acute promyelocytic leukemia (APL) patients carry in 27% of cases an activating mutation of the fms-like tyrosine kinase-3 (FLT3) gene: internal tandem duplication (ITD) or tyrosine kinase domain (TKD) point mutation. The simultaneous presence of both types of mutations, so-called FLT3 dual mutations, has been reported in 2% of APL, but this circumstance has never been studied. We studied a cohort of 74 APL cases, performing an in-depth analysis of three FLT3 dual mutant cases. Nanopore sequencing (NS) allowed us to characterize their complex mutational profile, showing the occurrence of multiple activating FLT3 mutations on different alleles in the leukemic promyelocytes and suggesting a cumulative impact of these events on the constitutive activation of the FLT3 pathway in APL cells. NS approach not only sheds light on the FLT3 mutational complexity in APL, but may also be useful to better clarify the FLT3 mutations landscape in acute myeloid leukemia.
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Affiliation(s)
- Cosimo Cumbo
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Paola Orsini
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Luisa Anelli
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Antonella Zagaria
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Crescenzio Francesco Minervini
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Nicoletta Coccaro
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Giuseppina Tota
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Luciana Impera
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Elisa Parciante
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Maria Rosa Conserva
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Immacolata Redavid
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Paola Carluccio
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Francesco Tarantini
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | | | - Pellegrino Musto
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
| | - Francesco Albano
- Department of Emergency and Organ Transplantation (D.E.T.O.) - Hematology and Stem Cell Transplantation Unit, University of Bari 'Aldo Moro', Bari, Italy
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17
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Soverini S, Bernardi S, Galimberti S. Molecular Testing in CML between Old and New Methods: Are We at a Turning Point? J Clin Med 2020; 9:E3865. [PMID: 33261150 PMCID: PMC7760306 DOI: 10.3390/jcm9123865] [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: 10/27/2020] [Revised: 11/20/2020] [Accepted: 11/25/2020] [Indexed: 12/18/2022] Open
Abstract
Molecular monitoring of minimal residual disease (MRD) and BCR-ABL1 kinase domain (KD) mutation testing have a well consolidated role in the routine management of chronic myeloid leukemia (CML) patients, as they provide precious information for therapeutic decision-making. Molecular response levels are used to define whether a patient has an "optimal", "warning", or "failure" response to tyrosine kinase inhibitor (TKI) therapy. Mutation status may be useful to decide whether TKI therapy should be changed and which alternative TKI (or TKIs) are most likely to be effective. Real-time quantitative polymerase chain reaction (RQ-qPCR) and Sanger sequencing are currently the gold standard for molecular response monitoring and mutation testing, respectively. However, in recent years, novel technologies such as digital PCR (dPCR) and next-generation sequencing (NGS) have been evaluated. Here, we critically describe the main features of these old and novel technologies, provide an overview of the recently published studies assessing the potential clinical value of dPCR and NGS, and discuss how the state of the art might evolve in the next years.
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Affiliation(s)
- Simona Soverini
- Department of Experimental, Diagnostic and Specialty Medicine, Hematology/Oncology “Lorenzo e Ariosto Seràgnoli”, University of Bologna, 40138 Bologna, Italy;
| | - Simona Bernardi
- Department of Clinical and Experimental Sciences, University of Brescia, Bone Marrow Transplant Unit, ASST Spedali Civili, 25123 Brescia, Italy
- Centro di Ricerca Emato-Oncologica AIL (CREA), ASST Spedali Civili, 25123 Brescia, Italy
| | - Sara Galimberti
- Department of Clinical and Experimental Medicine, Hematology Unit, University of Pisa, 56126 Pisa, Italy;
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18
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Cumbo C, Tota G, Anelli L, Zagaria A, Specchia G, Albano F. TP53 in Myelodysplastic Syndromes: Recent Biological and Clinical Findings. Int J Mol Sci 2020; 21:E3432. [PMID: 32414002 PMCID: PMC7279310 DOI: 10.3390/ijms21103432] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 05/09/2020] [Accepted: 05/11/2020] [Indexed: 12/15/2022] Open
Abstract
TP53 dysregulation plays a pivotal role in the molecular pathogenesis of myelodysplastic syndromes (MDS), identifying a subgroup of patients with peculiar features. In this review we report the recent biological and clinical findings of TP53-mutated MDS, focusing on the molecular pathways activation and on its impact on the cellular physiology. In MDS, TP53 mutational status is deeply associated with del(5q) syndrome and its dysregulation impacts on cell cycle, DNA repair and apoptosis inducing chromosomal instability and the clonal evolution of disease. TP53 defects influence adversely the MDS clinical outcome and the treatment response rate, thus new therapeutic approaches are being developed for these patients. TP53 allelic state characterization and the mutational burden evaluation can therefore predict prognosis and identify the subgroup of patients eligible for targeted therapy. For these reasons, in the era of precision medicine, the MDS diagnostic workup cannot do without the complete assessment of TP53 mutational profile.
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Affiliation(s)
| | | | | | | | | | - Francesco Albano
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, 70124 Bari, Italy; (C.C.); (G.T.); (L.A.); (A.Z.); (G.S.)
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19
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Cumbo C, Anelli L, Specchia G, Albano F. Monitoring of Minimal Residual Disease (MRD) in Chronic Myeloid Leukemia: Recent Advances. Cancer Manag Res 2020; 12:3175-3189. [PMID: 32440215 PMCID: PMC7211966 DOI: 10.2147/cmar.s232752] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 04/23/2020] [Indexed: 12/14/2022] Open
Abstract
Chronic myeloid leukemia (CML) is a myeloproliferative neoplasm caused by the BCR-ABL1 fusion gene generation as a consequence of the t(9;22)(q34;q11) rearrangement. The identification of the BCR-ABL1 transcript was of critical importance for both CML diagnosis and minimal residual disease (MRD) monitoring. In this review, we report the recent advances in the CML MRD monitoring based on RNA, DNA and protein analysis. The detection of the BCR-ABL1 transcript by the quantitative reverse-transcriptase polymerase chain reaction is the gold standard method, but other systems based on digital PCR or on GeneXpert technology have been developed. In the last years, DNA-based assays showed high sensitivity and specificity, and flow cytometric approaches for the detection of the BCR-ABL1 fusion protein have also been tested. Recently, new MRD monitoring systems based on the detection of molecular markers other than the BCR-ABL1 fusion were proposed. These approaches, such as the identification of CD26+ leukemic stem cells, microRNAs and mitochondrial DNA mutations, just remain preliminary and need to be implemented. In the precision medicine era, the constant improvement of the CML MRD monitoring practice could allow clinicians to choose the best therapeutic algorithm and a more accurate selection of CML patients eligible for the tyrosine kinase inhibitors discontinuation.
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Affiliation(s)
- Cosimo Cumbo
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari 70124, Italy
| | - Luisa Anelli
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari 70124, Italy
| | - Giorgina Specchia
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari 70124, Italy
| | - Francesco Albano
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari 70124, Italy
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20
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Coccaro N, Tota G, Anelli L, Zagaria A, Specchia G, Albano F. Digital PCR: A Reliable Tool for Analyzing and Monitoring Hematologic Malignancies. Int J Mol Sci 2020; 21:ijms21093141. [PMID: 32365599 PMCID: PMC7247671 DOI: 10.3390/ijms21093141] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/24/2020] [Accepted: 04/27/2020] [Indexed: 02/06/2023] Open
Abstract
The digital polymerase chain reaction (dPCR) is considered to be the third-generation polymerase chain reaction (PCR), as it yields direct, absolute and precise measures of target sequences. dPCR has proven particularly useful for the accurate detection and quantification of low-abundance nucleic acids, highlighting its advantages in cancer diagnosis and in predicting recurrence and monitoring minimal residual disease, mostly coupled with next generation sequencing. In the last few years, a series of studies have employed dPCR for the analysis of hematologic malignancies. In this review, we will summarize these findings, attempting to focus on the potential future perspectives of the application of this promising technology.
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Affiliation(s)
| | | | | | | | | | - Francesco Albano
- Correspondence: ; Tel.: +39-(0)80-5478031; Fax: +39-(0)80-5508369
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21
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Soverini S, Albano F, Bassan R, Fabbiano F, Ferrara F, Foà R, Olivieri A, Rambaldi A, Rossi G, Sica S, Specchia G, Venditti A, Barosi G, Pane F. Next-generation sequencing for BCR-ABL1 kinase domain mutations in adult patients with Philadelphia chromosome-positive acute lymphoblastic leukemia: A position paper. Cancer Med 2020; 9:2960-2970. [PMID: 32154668 PMCID: PMC7196068 DOI: 10.1002/cam4.2946] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 01/15/2020] [Accepted: 02/12/2020] [Indexed: 12/28/2022] Open
Abstract
Emergence of clones carrying point mutations in the BCR‐ABL1 kinase domain (KD) is a common mechanism of resistance to tyrosine kinase inhibitor (TKI)‐based therapies in Philadelphia chromosome‐positive (Ph+) acute lymphoblastic leukemia (ALL). Sanger sequencing (SS) is the most frequently used method for diagnostic BCR‐ABL1 KD mutation screening, but it has some limitations—it is poorly sensitive and cannot robustly identify compound mutations. Next‐generation sequencing (NGS) may overcome these problems. NSG is increasingly available and has the potential to become the method of choice for diagnostic BCR‐ABL1 KD mutation screening. A group discussion within an ad hoc constituted Panel of Experts has produced a series of consensus‐based statements on the potential value of NGS testing before and during first‐line TKI‐based treatment, in relapsed/refractory cases, before and after allo‐stem cell transplantation, and on how NGS results may impact on therapeutic decisions. A set of minimal technical and methodological requirements for the analysis and the reporting of results has also been defined. The proposals herein reported may be used to guide the practical use of NGS for BCR‐ABL1 KD mutation testing in Ph+ ALL.
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Affiliation(s)
- Simona Soverini
- Institute of Hematology "Lorenzo e Ariosto Seràgnoli", Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Francesco Albano
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari, Italy
| | - Renato Bassan
- Ospedale dell'Angelo, UOC Ematologia, Mestre-Venezia, Italy
| | | | | | - Robin Foà
- Division of Hematology University "Sapienza", Rome, Italy
| | - Attilio Olivieri
- Department of Hematology, Università Politecnica delle Marche, Ancona, Italy
| | - Alessandro Rambaldi
- Department of Oncology and Hemato-Oncology, University of Milan and Azienda Socio-Sanitaria Territoriale (ASST) Ospedale Papa Giovanni XXIII, Bergamo, Italy
| | - Giuseppe Rossi
- Dipartimento di Oncologia Clinica, A.O. Spedali Civili, Brescia, Italy
| | - Simona Sica
- Fondazione Policlinico Universitario A. Gemelli, Rome, Italy.,Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giorgina Specchia
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari, Italy
| | - Adriano Venditti
- Dipartimento di Biomedicina e Prevenzione, Universitá Tor Vergata, Rome, Italy
| | | | - Fabrizio Pane
- U.O.C. Ematologia e Trapianti di Midollo Azienda Ospedaliera, Universitaria Federico II di Napoli, Naples, Italy
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22
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Minervini CF, Cumbo C, Orsini P, Anelli L, Zagaria A, Specchia G, Albano F. Nanopore Sequencing in Blood Diseases: A Wide Range of Opportunities. Front Genet 2020; 11:76. [PMID: 32140171 PMCID: PMC7043087 DOI: 10.3389/fgene.2020.00076] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 01/23/2020] [Indexed: 12/20/2022] Open
Abstract
The molecular pathogenesis of hematological diseases is often driven by genetic and epigenetic alterations. Next-generation sequencing has considerably increased our genomic knowledge of these disorders becoming ever more widespread in clinical practice. In 2012 Oxford Nanopore Technologies (ONT) released the MinION, the first long-read nanopore-based sequencer, overcoming the main limits of short-reads sequences generation. In the last years, several nanopore sequencing approaches have been performed in various "-omic" sciences; this review focuses on the challenge to introduce ONT devices in the hematological field, showing advantages, disadvantages and future perspectives of this technology in the precision medicine era.
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Affiliation(s)
| | | | | | | | | | | | - Francesco Albano
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, Bari, Italy
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23
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Nanopore Targeted Sequencing for Rapid Gene Mutations Detection in Acute Myeloid Leukemia. Genes (Basel) 2019; 10:genes10121026. [PMID: 31835432 PMCID: PMC6947272 DOI: 10.3390/genes10121026] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/05/2019] [Accepted: 12/05/2019] [Indexed: 02/07/2023] Open
Abstract
Acute myeloid leukemia (AML) clinical settings cannot do without molecular testing to confirm or rule out predictive biomarkers for prognostic stratification, in order to initiate or withhold targeted therapy. Next generation sequencing offers the advantage of the simultaneous investigation of numerous genes, but these methods remain expensive and time consuming. In this context, we present a nanopore-based assay for rapid (24 h) sequencing of six genes (NPM1, FLT3, CEBPA, TP53, IDH1 and IDH2) that are recurrently mutated in AML. The study included 22 AML patients at diagnosis; all data were compared with the results of S5 sequencing, and discordant variants were validated by Sanger sequencing. Nanopore approach showed substantial advantages in terms of speed and low cost. Furthermore, the ability to generate long reads allows a more accurate detection of longer FLT3 internal tandem duplications and phasing double CEBPA mutations. In conclusion, we propose a cheap, rapid workflow that can potentially enable all basic molecular biology laboratories to perform detailed targeted gene sequencing analysis in AML patients, in order to define their prognosis and the appropriate treatment.
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24
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Coccaro N, Anelli L, Zagaria A, Specchia G, Albano F. Next-Generation Sequencing in Acute Lymphoblastic Leukemia. Int J Mol Sci 2019; 20:ijms20122929. [PMID: 31208040 PMCID: PMC6627957 DOI: 10.3390/ijms20122929] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 06/04/2019] [Accepted: 06/14/2019] [Indexed: 12/25/2022] Open
Abstract
Acute lymphoblastic leukemia (ALL) is the most common childhood cancer and accounts for about a quarter of adult acute leukemias, and features different outcomes depending on the age of onset. Improvements in ALL genomic analysis achieved thanks to the implementation of next-generation sequencing (NGS) have led to the recent discovery of several novel molecular entities and to a deeper understanding of the existing ones. The purpose of our review is to report the most recent discoveries obtained by NGS studies for ALL diagnosis, risk stratification, and treatment planning. We also report the first efforts at NGS use for minimal residual disease (MRD) assessment, and early studies on the application of third generation sequencing in cancer research. Lastly, we consider the need for the integration of NGS analyses in clinical practice for genomic patients profiling from the personalized medicine perspective.
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Affiliation(s)
- Nicoletta Coccaro
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, 70124 Bari, Italy.
| | - Luisa Anelli
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, 70124 Bari, Italy.
| | - Antonella Zagaria
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, 70124 Bari, Italy.
| | - Giorgina Specchia
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, 70124 Bari, Italy.
| | - Francesco Albano
- Department of Emergency and Organ Transplantation (D.E.T.O.), Hematology Section, University of Bari, 70124 Bari, Italy.
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Bowden R, Davies RW, Heger A, Pagnamenta AT, de Cesare M, Oikkonen LE, Parkes D, Freeman C, Dhalla F, Patel SY, Popitsch N, Ip CLC, Roberts HE, Salatino S, Lockstone H, Lunter G, Taylor JC, Buck D, Simpson MA, Donnelly P. Sequencing of human genomes with nanopore technology. Nat Commun 2019; 10:1869. [PMID: 31015479 PMCID: PMC6478738 DOI: 10.1038/s41467-019-09637-5] [Citation(s) in RCA: 102] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 03/19/2019] [Indexed: 12/17/2022] Open
Abstract
Whole-genome sequencing (WGS) is becoming widely used in clinical medicine in diagnostic contexts and to inform treatment choice. Here we evaluate the potential of the Oxford Nanopore Technologies (ONT) MinION long-read sequencer for routine WGS by sequencing the reference sample NA12878 and the genome of an individual with ataxia-pancytopenia syndrome and severe immune dysregulation. We develop and apply a novel reference panel-free analytical method to infer and then exploit phase information which improves single-nucleotide variant (SNV) calling performance from otherwise modest levels. In the clinical sample, we identify and directly phase two non-synonymous de novo variants in SAMD9L, (OMIM #159550) inferring that they lie on the same paternal haplotype. Whilst consensus SNV-calling error rates from ONT data remain substantially higher than those from short-read methods, we demonstrate the substantial benefits of analytical innovation. Ongoing improvements to base-calling and SNV-calling methodology must continue for nanopore sequencing to establish itself as a primary method for clinical WGS.
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Affiliation(s)
- Rory Bowden
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Robert W Davies
- Genomics plc, Oxford, OX1 1JD, UK
- Program in Genetics and Genomic Biology and The Centre for Applied Genomics, Hospital for Sick Children, Toronto, M5G 0A4, Canada
| | | | - Alistair T Pagnamenta
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, Oxford, OX4 2PG, UK
| | | | - Laura E Oikkonen
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Duncan Parkes
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Colin Freeman
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Fatima Dhalla
- Department of Clinical Immunology, Oxford University Hospitals, Oxford, OX3 9DU, UK
- Developmental Immunology Group, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, OX3 9DS, UK
| | - Smita Y Patel
- Department of Clinical Immunology, Oxford University Hospitals, Oxford, OX3 9DU, UK
- Clinical Immunology Group, National Institute for Health Research Oxford Biomedical Research Centre, Oxford, OX4 2PG, UK
| | - Niko Popitsch
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, Oxford, OX4 2PG, UK
- Children's Cancer Research Institute, St. Anna Kinderkrebsforschung, 1090, Vienna, Austria
| | - Camilla L C Ip
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Hannah E Roberts
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Silvia Salatino
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Helen Lockstone
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Gerton Lunter
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Genomics plc, Oxford, OX1 1JD, UK
| | - Jenny C Taylor
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, Oxford, OX4 2PG, UK
| | - David Buck
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | | | - Peter Donnelly
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK.
- Genomics plc, Oxford, OX1 1JD, UK.
- Department of Statistics, University of Oxford, Oxford, OX1 3LB, UK.
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26
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Leija‐Salazar M, Sedlazeck FJ, Toffoli M, Mullin S, Mokretar K, Athanasopoulou M, Donald A, Sharma R, Hughes D, Schapira AH, Proukakis C. Evaluation of the detection of GBA missense mutations and other variants using the Oxford Nanopore MinION. Mol Genet Genomic Med 2019; 7:e564. [PMID: 30637984 PMCID: PMC6418358 DOI: 10.1002/mgg3.564] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 11/23/2018] [Accepted: 12/13/2018] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Mutations in GBA cause Gaucher disease when biallelic and are strong risk factors for Parkinson's disease when heterozygous. GBA analysis is complicated by the nearby pseudogene. We aimed to design and validate a method for sequencing GBA using long reads. METHODS We sequenced GBA on the Oxford Nanopore MinION as an 8.9 kb amplicon from 102 individuals, including patients with Parkinson's and Gaucher diseases. We used NanoOK for quality metrics, NGMLR to align data (after comparing with GraphMap), Nanopolish and Sniffles to call variants, and WhatsHap for phasing. RESULTS We detected all known missense mutations in these samples, including the common p.N409S (N370S) and p.L483P (L444P) in multiple samples, and nine rarer ones, as well as a splicing and a truncating mutation, and intronic SNPs. We demonstrated the ability to phase mutations, confirm compound heterozygosity, and assign haplotypes. We also detected two known risk variants in some Parkinson's patients. Rare false positives were easily identified and filtered, with the Nanopolish quality score adjusted for the number of reads a very robust discriminator. In two individuals carrying a recombinant allele, we were able to detect and fully define it in one carrier, where it included a 55-base pair deletion, but not in another one, suggesting a limitation of the PCR enrichment method. Missense mutations were detected at the correct zygosity, except for the case where the RecNciI one was missed. CONCLUSION The Oxford Nanopore MinION can detect missense mutations and an exonic deletion in this difficult gene, with the added advantages of phasing and intronic analysis. It can be used as an efficient research tool, but additional work is required to exclude all recombinants.
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Affiliation(s)
- Melissa Leija‐Salazar
- Department of Clinical and Movement Neurosciences, Royal Free Campus, Institute of NeurologyUniversity College LondonLondonUK
| | | | - Marco Toffoli
- Department of Clinical and Movement Neurosciences, Royal Free Campus, Institute of NeurologyUniversity College LondonLondonUK
| | - Stephen Mullin
- Department of Clinical and Movement Neurosciences, Royal Free Campus, Institute of NeurologyUniversity College LondonLondonUK
- Institute of Translational and Stratified MedicinePlymouth University Peninsula School of MedicinePlymouthUK
| | - Katya Mokretar
- Department of Clinical and Movement Neurosciences, Royal Free Campus, Institute of NeurologyUniversity College LondonLondonUK
| | - Maria Athanasopoulou
- Department of Molecular Neuroscience, Institute of NeurologyUniversity College LondonLondonUK
| | - Aimee Donald
- Department of PaediatricsRoyal Manchester Children’s HospitalManchesterUK
| | - Reena Sharma
- The Mark Holland Metabolic Unit, Salford Royal Foundation NHS TrustSalfordUK
| | - Derralynn Hughes
- Institute of Immunity and TransplantationLysosomal Storage Disorders Unit, Royal Free HospitalLondonUK
| | - Anthony H.V. Schapira
- Department of Clinical and Movement Neurosciences, Royal Free Campus, Institute of NeurologyUniversity College LondonLondonUK
| | - Christos Proukakis
- Department of Clinical and Movement Neurosciences, Royal Free Campus, Institute of NeurologyUniversity College LondonLondonUK
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27
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Single-Molecule Sequencing: Towards Clinical Applications. Trends Biotechnol 2019; 37:72-85. [DOI: 10.1016/j.tibtech.2018.07.013] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 07/16/2018] [Accepted: 07/18/2018] [Indexed: 12/31/2022]
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28
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Dickson BC, Swanson D. Targeted RNA sequencing: A routine ancillary technique in the diagnosis of bone and soft tissue neoplasms. Genes Chromosomes Cancer 2018; 58:75-87. [DOI: 10.1002/gcc.22690] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 09/19/2018] [Accepted: 10/11/2018] [Indexed: 12/25/2022] Open
Affiliation(s)
- Brendan C. Dickson
- Department of Pathology and Laboratory Medicine; Sinai Health System; Toronto Ontario Canada
- Department of Laboratory Medicine and Pathobiology; University of Toronto; Toronto Ontario Canada
- Lunenfeld-Tanenbaum Research Institute; Sinai Health System; Toronto Ontario Canada
| | - David Swanson
- Department of Pathology and Laboratory Medicine; Sinai Health System; Toronto Ontario Canada
- Department of Laboratory Medicine and Pathobiology; University of Toronto; Toronto Ontario Canada
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29
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Plesivkova D, Richards R, Harbison S. A review of the potential of the MinION™ single‐molecule sequencing system for forensic applications. ACTA ACUST UNITED AC 2018. [DOI: 10.1002/wfs2.1323] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Diana Plesivkova
- Forensic Science Programme, School of Chemical Sciences University of Auckland Auckland New Zealand
| | - Rebecca Richards
- Forensic Science Programme, School of Chemical Sciences University of Auckland Auckland New Zealand
| | - SallyAnn Harbison
- Institute of Environmental Science and Research Ltd Auckland New Zealand
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30
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Patel A, Belykh E, Miller EJ, George LL, Martirosyan NL, Byvaltsev VA, Preul MC. MinION rapid sequencing: Review of potential applications in neurosurgery. Surg Neurol Int 2018; 9:157. [PMID: 30159201 PMCID: PMC6094492 DOI: 10.4103/sni.sni_55_18] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2018] [Accepted: 05/22/2018] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Gene sequencing has played an integral role in the advancement and understanding of disease pathology and treatment. Although historically expensive and time consuming, new sequencing technologies improve our capability to obtain the genetic information in an accurate and timely manner. Within neurosurgery, gene sequencing is routinely used in the diagnosis and treatment of neurosurgical diseases, primarily for brain tumors. This paper reviews nanopore sequencing, an innovation utilized by MinION and outlines its potential use for neurosurgery. METHODS A literature search was conducted for publications containing the keywords of Oxford MinION, nanopore sequencing, brain tumor, glioma, whole genome sequencing (WGS), epigenomics, molecular neuropathology, and next-generation sequencing (NGS). In total, 64 articles were selected and used for this review. RESULTS The Oxford MinION nanopore sequencing technology has had successful applications within clinical microbiology, human genome sequencing, and cancer genotyping across multiple specialties. Technical details, methodology, and current use of MinION sequencing are discussed through the prism of potential applications to solve neurosurgery-related scientific and diagnostic questions. The MinION device has proven to provide rapid and accurate reads with longer read lengths when compared with NGS. For applications within neurosurgery, the MinION device is capable of providing critical diagnostic information for central nervous system (CNS) tumors within a single day. CONCLUSIONS MinION provides rapid and accurate gene sequencing with better affordability and convenience compared with current NGS methods. Widespread success of the MinION nanopore sequencing technology in providing accurate, rapid, and convenient gene sequencing suggests a promising future within research laboratories and to improve care for neurosurgical patients.
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Affiliation(s)
- Arpan Patel
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
- College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Evgenii Belykh
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
- Department of Neurosurgery, Irkutsk State Medical University, Irkutsk, Russia
| | - Eric J. Miller
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
- College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Laeth L. George
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
- College of Medicine-Phoenix, University of Arizona, Phoenix, Arizona, USA
| | - Nikolay L. Martirosyan
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
| | - Vadim A. Byvaltsev
- Department of Neurosurgery, Irkutsk State Medical University, Irkutsk, Russia
| | - Mark C. Preul
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona, USA
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Design and MinION testing of a nanopore targeted gene sequencing panel for chronic lymphocytic leukemia. Sci Rep 2018; 8:11798. [PMID: 30087429 PMCID: PMC6081477 DOI: 10.1038/s41598-018-30330-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 07/27/2018] [Indexed: 12/12/2022] Open
Abstract
We report a customized gene panel assay based on multiplex long-PCR followed by third generation sequencing on nanopore technology (MinION), designed to analyze five frequently mutated genes in chronic lymphocytic leukemia (CLL): TP53, NOTCH1, BIRC3, SF3B1 and MYD88. For this purpose, 12 patients were selected according to specific cytogenetic and molecular features significantly associated with their mutational status. In addition, simultaneous analysis of the targets genes was performed by molecular assays or Sanger Sequencing. Data analysis included mapping to the GRCh37 human reference genome, variant calling and annotation, and average sequencing depth/error rate analysis. The sequencing depth resulted on average higher for smaller amplicons, and the final breadth of coverage of the panel was 94.1%. The error rate was about 6% and 2% for insertions/deletions and single nucleotide variants, respectively. Our gene panel allows analysis of the prognostically relevant genes in CLL, with two PCRs per patient. This strategy offers an easy and affordable workflow, although further advances are required to improve the accuracy of the technology and its use in the clinical field. Nevertheless, the rapid and constant development of nanopore technology, in terms of chemistry advances, more accurate basecallers and analysis software, offers promise for a wide use of MinION in the future.
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Cumbo C, Impera L, Minervini CF, Orsini P, Anelli L, Zagaria A, Coccaro N, Tota G, Minervini A, Casieri P, Brunetti C, Rossi AR, Parciante E, Specchia G, Albano F. Genomic BCR-ABL1 breakpoint characterization by a multi-strategy approach for "personalized monitoring" of residual disease in chronic myeloid leukemia patients. Oncotarget 2018. [PMID: 29541390 PMCID: PMC5834283 DOI: 10.18632/oncotarget.23971] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
For monitoring minimal residual disease (MRD) in chronic myeloid leukemia (CML) the most recommended method is quantitative RT-PCR (RT-qPCR) for measuring BCR-ABL1 transcripts. Several studies reported that a DNA-based assay enhances the sensitivity of detection of the BCR-ABL1 genomic rearrangement, even if its characterization results difficult. We developed a DNA-based method for detecting and quantifying residual BCR-ABL1 positive leukemic stem cells in CML patients. We propose two alternative approaches: the first one is a fluorescence in situ hybridization (FISH)-based step followed by Sanger sequencing; the second one employs MinION, a single molecule sequencer based on nanopore technology. Finally, after defining the BCR-ABL1 genomic junction, we performed the target CML patient–specific quantification, using droplet digital PCR (ddPCR). FISH and MinION steps, respectively, together with ddPCR analysis, greatly reduce the complexity that has impeded the use of “personalized monitoring” of CML in clinical practice. Our report suggests a feasible pipeline, in terms of costs and reproducibility, aimed at characterizing and quantifying the genomic BCR-ABL1 rearrangement during MRD monitoring in CML patients.
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Affiliation(s)
- Cosimo Cumbo
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Luciana Impera
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | | | - Paola Orsini
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Luisa Anelli
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Antonella Zagaria
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Nicoletta Coccaro
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Giuseppina Tota
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Angela Minervini
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Paola Casieri
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Claudia Brunetti
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Antonella Russo Rossi
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Elisa Parciante
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Giorgina Specchia
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
| | - Francesco Albano
- Department of Emergency and Organ Transplantation, Hematology Section, University of Bari, 70124 Bari, Italy
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