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Riehl L, Mulaw M, Kneer K, Beer M, Beer A, Barth TF, Benes V, Schulte J, Fischer M, Debatin K, Beltinger C. Targeted parallel DNA sequencing detects circulating tumor-associated variants of the mitochondrial and nuclear genomes in patients with neuroblastoma. Cancer Rep (Hoboken) 2022; 6:e1687. [PMID: 35899825 PMCID: PMC9875664 DOI: 10.1002/cnr2.1687] [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] [Received: 02/12/2022] [Revised: 06/21/2022] [Accepted: 07/12/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The utility for liquid biopsy of tumor-associated circulating single-nucleotide variants, as opposed to mutations, of the mitochondrial (mt) and nuclear genomes in neuroblastoma (NB) is unknown. PROCEDURE Variants of the mt and nuclear genomes from tumor, blood cells, and consecutive plasma samples of five patients with metastatic NB that relapsed or progressed were analyzed. Targeted parallel sequencing results of the mt genome, and of the coding region of 139 nuclear genes and 22 miRNAs implicated in NB, were correlated with clinical imaging and laboratory data. RESULTS All tumors harbored multiple somatic mt and nuclear single nucleotide variants with low allelic frequency, most of them not detected in the circulation. In one patient a tumor-associated mt somatic variant was detected in the plasma before and during progressive disease. In a second patient a circulating nuclear tumor-associated DNA variant heralded clinical relapse. In all patients somatic mt and nuclear variants not evident in the tumor biopsy at time of diagnosis were found circulating at varying timepoints. This suggests either tumor heterogeneity, evolution of tumor variants or a confounding contribution of normal tissues to somatic variants in patient plasma. The number and allelic frequency of the circulating variants did not reflect the clinical course of the tumors. Mutational signatures of mt and nuclear somatic variants differed. They varied between patients and were detected in the circulation without mirroring the patients' course. CONCLUSIONS In this limited cohort of NB patients clinically informative tumor-associated mt and nuclear circulating variants were detected by targeted parallel sequencing in a minority of patients.
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Affiliation(s)
- Lara Riehl
- Department of Pediatrics and Adolescent MedicineUniversity Medical Center UlmUlmGermany
| | - Medhanie Mulaw
- Institute of Experimental Cancer ResearchUniversity Medical Center UlmUlmGermany
| | - Katharina Kneer
- Department of Nuclear MedicineUniversity Medical Center UlmUlmGermany
| | - Meinhard Beer
- Department of Diagnostic and Interventional RadiologyUniversity Medical Center UlmUlmGermany
| | - Ambros Beer
- Department of Nuclear MedicineUniversity Medical Center UlmUlmGermany
| | - Thomas F. Barth
- Department of PathologyUniversity Medical Center UlmUlmGermany
| | - Vladimir Benes
- Genomics Core FacilityEuropean Molecular Biology Laboratory (EMBL)HeidelbergGermany
| | - Johannes Schulte
- Pediatric Oncology and HematologyCharité University MedicineBerlinGermany,German Cancer Research Center (DKFZ)German Cancer Consortium (DKTK)HeidelbergGermany
| | - Matthias Fischer
- Department of Pediatric Oncology and HematologyUniversity Children's Hospital of CologneCologneGermany
| | - Klaus‐Michael Debatin
- Department of Pediatrics and Adolescent MedicineUniversity Medical Center UlmUlmGermany
| | - Christian Beltinger
- Department of Pediatrics and Adolescent MedicineUniversity Medical Center UlmUlmGermany
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Cappa R, de Campos C, Maxwell AP, McKnight AJ. "Mitochondrial Toolbox" - A Review of Online Resources to Explore Mitochondrial Genomics. Front Genet 2020; 11:439. [PMID: 32457801 PMCID: PMC7225359 DOI: 10.3389/fgene.2020.00439] [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: 10/24/2019] [Accepted: 04/09/2020] [Indexed: 12/30/2022] Open
Abstract
Mitochondria play a significant role in many biological systems. There is emerging evidence that differences in the mitochondrial genome may contribute to multiple common diseases, leading to an increasing number of studies exploring mitochondrial genomics. There is often a large amount of complex data generated (for example via next generation sequencing), which requires optimised bioinformatics tools to efficiently and effectively generate robust outcomes from these large datasets. Twenty-four online resources dedicated to mitochondrial genomics were reviewed. This 'mitochondrial toolbox' summary resource will enable researchers to rapidly identify the resource(s) most suitable for their needs. These resources fulfil a variety of functions, with some being highly specialised. No single tool will provide all users with the resources they require; therefore, the most suitable tool will vary between users depending on the nature of the work they aim to carry out. Genetics resources are well established for phylogeny and DNA sequence changes, but further epigenetic and gene expression resources need to be developed for mitochondrial genomics.
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Affiliation(s)
- Ruaidhri Cappa
- Centre for Public Health, Institute of Clinical Sciences B, Queen's University Belfast, Royal Victoria Hospital, Belfast, United Kingdom
| | - Cassio de Campos
- School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, Belfast, United Kingdom
| | - Alexander P Maxwell
- Centre for Public Health, Institute of Clinical Sciences B, Queen's University Belfast, Royal Victoria Hospital, Belfast, United Kingdom
| | - Amy J McKnight
- Centre for Public Health, Institute of Clinical Sciences B, Queen's University Belfast, Royal Victoria Hospital, Belfast, United Kingdom
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Kaneva K, Merkurjev D, Ostrow D, Ryutov A, Triska P, Stachelek K, Cobrinik D, Biegel JA, Gai X. Detection of mitochondrial DNA variants at low level heteroplasmy in pediatric CNS and extra-CNS solid tumors with three different enrichment methods. Mitochondrion 2020; 51:97-103. [PMID: 31972374 DOI: 10.1016/j.mito.2020.01.006] [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] [Received: 09/28/2019] [Revised: 11/28/2019] [Accepted: 01/08/2020] [Indexed: 02/06/2023]
Abstract
The mitochondrial genome is small, 16.5 kb, and yet complex to study due to an abundance of mitochondria in any given cell or tissue. Mitochondrial DNA (mtDNA) mutations have been previously described in cancer, many of which were detected at low heteroplasmy. In this study we enriched the mitochondrial genome in primary pediatric tumors for detection of mtDNA variants. We completed mtDNA enrichment using REPLI-g, Agilent SureSelect, and long-range polymerase chain reaction (LRPCR) followed by next generation sequencing (NGS) on Illumina platforms. Primary tumor and germline genomic DNA from a variety of pediatric central nervous system (CNS) and extra-CNS solid tumors were analyzed by the three different methods. Although all three methods performed equally well for detecting variants at high heteroplasmy or homoplasmy, only LRPCR and SureSelect-based enrichment methods provided consistent results for variants that were present at less than five percent heteroplasmy. We then applied both LRPCR and SureSelect to three successive samples from a patient with multiply-recurrent gliofibroma and detected a low-level novel mutation as well as a change in heteroplasmy levels of a synonymous variant that was correlated with progression of disease. IMPLICATION: This study demonstrates that LRPCR and SureSelect enrichment, but not REPLI-g, followed by NGS are accurate methods for studying the mtDNA variations at low heteroplasmy, which may be applied to studying mtDNA mutations in cancer.
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Affiliation(s)
- Kristiyana Kaneva
- Division of Hematology-Oncology, Neuro-Oncology & Stem Cell Transplantation, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States.
| | - Daria Merkurjev
- Department of Pathology Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Dejerianne Ostrow
- Department of Pathology Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Alex Ryutov
- Department of Pathology Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Petr Triska
- Department of Pediatric Hematology and Oncology, Charles University, Prague, United States
| | - Kevin Stachelek
- The Vision Center and The Saban Research Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - David Cobrinik
- The Vision Center and The Saban Research Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Jaclyn A Biegel
- Department of Pathology Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Xiaowu Gai
- Department of Pathology Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
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Triska P, Kaneva K, Merkurjev D, Sohail N, Falk MJ, Triche TJ, Biegel JA, Gai X. Landscape of Germline and Somatic Mitochondrial DNA Mutations in Pediatric Malignancies. Cancer Res 2019; 79:1318-1330. [PMID: 30709931 PMCID: PMC6445760 DOI: 10.1158/0008-5472.can-18-2220] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 11/15/2018] [Accepted: 01/22/2019] [Indexed: 01/21/2023]
Abstract
Little is known about the spectrum of mitochondrial DNA (mtDNA) mutations across pediatric malignancies. In this study, we analyzed matched tumor and normal whole genome sequencing data from 616 pediatric patients with hematopoietic malignancies, solid tumors, and brain tumors. We identified 391 mtDNA mutations in 284 tumors including 45 loss-of-function mutations, which clustered at four statistically significant hotspots in MT-COX3, MT-ND4, and MT-ND5, and at a mutation hotspot in MT-tRNA-MET. A skewed ratio (4.83) of nonsynonymous versus synonymous (dN/dS) mtDNA mutations with high statistical significance was identified on the basis of Monte Carlo simulations in the tumors. In comparison, opposite ratios of 0.44 and 0.93 were observed in 616 matched normal tissues and in 249 blood samples from children without cancer, respectively. mtDNA mutations varied by cancer type and mtDNA haplogroup. Collectively, these results suggest that deleterious mtDNA mutations play a role in the development and progression of pediatric cancers. SIGNIFICANCE: This pan-cancer mtDNA study establishes the landscape of germline and tumor mtDNA mutations and identifies hotspots of tumor mtDNA mutations to pinpoint key mitochondrial functions in pediatric malignancies.
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Affiliation(s)
- Petr Triska
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, California
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Kristiyana Kaneva
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, California
- Division of Hematology, Oncology, and Blood and Marrow Transplant Program, Children's Center for Cancer and Blood Diseases, Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, California
| | - Daria Merkurjev
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, California
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Noor Sohail
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
| | - Marni J Falk
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
- Division of Human Genetics, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Timothy J Triche
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, Michigan
| | - Jaclyn A Biegel
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, California.
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Xiaowu Gai
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, California.
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, California
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Calabrese FM, Clima R, Pignataro P, Lasorsa VA, Hogarty MD, Castellano A, Conte M, Tonini GP, Iolascon A, Gasparre G, Capasso M. A comprehensive characterization of rare mitochondrial DNA variants in neuroblastoma. Oncotarget 2018; 7:49246-49258. [PMID: 27351283 PMCID: PMC5226504 DOI: 10.18632/oncotarget.10271] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 06/09/2016] [Indexed: 02/07/2023] Open
Abstract
Background Neuroblastoma, a tumor of the developing sympathetic nervous system, is a common childhood neoplasm that is often lethal. Mitochondrial DNA (mtDNA) mutations have been found in most tumors including neuroblastoma. We extracted mtDNA data from a cohort of neuroblastoma samples that had undergone Whole Exome Sequencing (WES) and also used snap-frozen samples in which mtDNA was entirely sequenced by Sanger technology. We next undertook the challenge of determining those mutations that are relevant to, or arisen during tumor development. The bioinformatics pipeline used to extract mitochondrial variants from matched tumor/blood samples was enriched by a set of filters inclusive of heteroplasmic fraction, nucleotide variability, and in silico prediction of pathogenicity. Results Our in silico multistep workflow applied both on WES and Sanger-sequenced neuroblastoma samples, allowed us to identify a limited burden of somatic and germline mitochondrial mutations with a potential pathogenic impact. Conclusions The few singleton germline and somatic mitochondrial mutations emerged, according to our in silico analysis, do not appear to impact on the development of neuroblastoma. Our findings are consistent with the hypothesis that most mitochondrial somatic mutations can be considered as ‘passengers’ and consequently have no discernible effect in this type of cancer.
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Affiliation(s)
| | - Rosanna Clima
- Department of Medical and Surgical Sciences-DIMEC, Medical Genetics Unit, University of Bologna, Bologna, Italy
| | - Piero Pignataro
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy.,CEINGE Biotecnologie Avanzate, Napoli, Italy
| | - Vito Alessandro Lasorsa
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy.,CEINGE Biotecnologie Avanzate, Napoli, Italy
| | - Michael D Hogarty
- Department of Pediatrics, Division of Oncology, Children's Hospital of Philadelphia, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, USA
| | - Aurora Castellano
- Paediatric Haematology/Oncology Department, IRCCS, Ospedale Pediatrico Bambino Gesù, Rome, Italy
| | - Massimo Conte
- Oncology Unit, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Gian Paolo Tonini
- Pediatric Research Institute (IRP) - Fondazione Città della Speranza, Neuroblastoma Laboratory, Padua, Italy
| | - Achille Iolascon
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy.,CEINGE Biotecnologie Avanzate, Napoli, Italy
| | - Giuseppe Gasparre
- Department of Medical and Surgical Sciences-DIMEC, Medical Genetics Unit, University of Bologna, Bologna, Italy
| | - Mario Capasso
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy.,CEINGE Biotecnologie Avanzate, Napoli, Italy.,IRCCS SDN, Istituto di Ricerca Diagnostica e Nucleare, Naples, Italy
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Esposito MR, Aveic S, Seydel A, Tonini GP. Neuroblastoma treatment in the post-genomic era. J Biomed Sci 2017; 24:14. [PMID: 28178969 PMCID: PMC5299732 DOI: 10.1186/s12929-017-0319-y] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 01/31/2017] [Indexed: 02/07/2023] Open
Abstract
Neuroblastoma is an embryonic malignancy of early childhood originating from neural crest cells and showing heterogeneous biological, morphological, genetic and clinical characteristics. The correct stratification of neuroblastoma patients within risk groups (low, intermediate, high and ultra-high) is critical for the adequate treatment of the patients. High-throughput technologies in the Omics disciplines are leading to significant insights into the molecular pathogenesis of neuroblastoma. Nonetheless, further study of Omics data is necessary to better characterise neuroblastoma tumour biology. In the present review, we report an update of compounds that are used in preclinical tests and/or in Phase I-II trials for neuroblastoma. Furthermore, we recapitulate a number of compounds targeting proteins associated to neuroblastoma: MYCN (direct and indirect inhibitors) and downstream targets, Trk, ALK and its downstream signalling pathways. In particular, for the latter, given the frequency of ALK gene deregulation in neuroblastoma patients, we discuss on second-generation ALK inhibitors in preclinical or clinical phases developed for the treatment of neuroblastoma patients resistant to crizotinib. We summarise how Omics drive clinical trials for neuroblastoma treatment and how much the research of biological targets is useful for personalised medicine. Finally, we give an overview of the most recent druggable targets selected by Omics investigation and discuss how the Omics results can provide us additional advantages for overcoming tumour drug resistance.
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Affiliation(s)
- Maria Rosaria Esposito
- Paediatric Research Institute, Fondazione Città della Speranza, Neuroblastoma Laboratory, Corso Stati Uniti, 4, Padua, 35127, Italy.
| | - Sanja Aveic
- Paediatric Research Institute, Fondazione Città della Speranza, Neuroblastoma Laboratory, Corso Stati Uniti, 4, Padua, 35127, Italy
| | - Anke Seydel
- Department of Biology, University of Padua, Padua, Italy
| | - Gian Paolo Tonini
- Paediatric Research Institute, Fondazione Città della Speranza, Neuroblastoma Laboratory, Corso Stati Uniti, 4, Padua, 35127, Italy
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