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Peterziel H, Jamaladdin N, ElHarouni D, Gerloff XF, Herter S, Fiesel P, Berker Y, Blattner-Johnson M, Schramm K, Jones BC, Reuss D, Turunen L, Friedenauer A, Holland-Letz T, Sill M, Weiser L, Previti C, Balasubramanian G, Gerber NU, Gojo J, Hutter C, Øra I, Lohi O, Kattamis A, de Wilde B, Westermann F, Tippelt S, Graf N, Nathrath M, Sparber-Sauer M, Sehested A, Kramm CM, Dirksen U, Kallioniemi O, Pfister SM, van Tilburg CM, Jones DTW, Saarela J, Pietiäinen V, Jäger N, Schlesner M, Kopp-Schneider A, Oppermann S, Milde T, Witt O, Oehme I. Drug sensitivity profiling of 3D tumor tissue cultures in the pediatric precision oncology program INFORM. NPJ Precis Oncol 2022; 6:94. [PMID: 36575299 PMCID: PMC9794727 DOI: 10.1038/s41698-022-00335-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 11/29/2022] [Indexed: 12/28/2022] Open
Abstract
The international precision oncology program INFORM enrolls relapsed/refractory pediatric cancer patients for comprehensive molecular analysis. We report a two-year pilot study implementing ex vivo drug sensitivity profiling (DSP) using a library of 75-78 clinically relevant drugs. We included 132 viable tumor samples from 35 pediatric oncology centers in seven countries. DSP was conducted on multicellular fresh tumor tissue spheroid cultures in 384-well plates with an overall mean processing time of three weeks. In 89 cases (67%), sufficient viable tissue was received; 69 (78%) passed internal quality controls. The DSP results matched the identified molecular targets, including BRAF, ALK, MET, and TP53 status. Drug vulnerabilities were identified in 80% of cases lacking actionable (very) high-evidence molecular events, adding value to the molecular data. Striking parallels between clinical courses and the DSP results were observed in selected patients. Overall, DSP in clinical real-time is feasible in international multicenter precision oncology programs.
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Affiliation(s)
- Heike Peterziel
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Nora Jamaladdin
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Dina ElHarouni
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Xenia F. Gerloff
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Mathematics and Computer Science, Heidelberg University, 69120 Heidelberg, Germany
| | - Sonja Herter
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Petra Fiesel
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), 69120 Heidelberg, Germany
| | - Yannick Berker
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Mirjam Blattner-Johnson
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Kathrin Schramm
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Barbara C. Jones
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - David Reuss
- grid.5253.10000 0001 0328 4908Department Neuropathology at Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Present Address: Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), German Consortium for Translational Cancer Research (DKTK), 69120 Heidelberg, Germany
| | - Laura Turunen
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland
| | - Aileen Friedenauer
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Tim Holland-Letz
- grid.7497.d0000 0004 0492 0584Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martin Sill
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Lena Weiser
- grid.7497.d0000 0004 0492 0584Core Facility Omics IT and Data Management (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Christopher Previti
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Core Facility Omics IT and Data Management (ODCF), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Gnanaprakash Balasubramanian
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Nicolas U. Gerber
- grid.412341.10000 0001 0726 4330Department of Oncology, University Children’s Hospital Zürich, CH-8032 Zürich, Switzerland
| | - Johannes Gojo
- grid.22937.3d0000 0000 9259 8492Department of Pediatrics and Adolescent Medicine, Comprehensive Cancer Center and Comprehensive Center for Pediatrics, Medical University of Vienna, 1090 Vienna, Austria
| | - Caroline Hutter
- grid.22937.3d0000 0000 9259 8492St. Anna Children’s Hospital, Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, 1090 Vienna, Austria ,grid.416346.2St. Anna Children’s Cancer Research Institute (CCRI), Vienna, Austria
| | - Ingrid Øra
- grid.411843.b0000 0004 0623 9987Children’s Hospital, Pediatric Oncology, Skåne University Hospital, Lund & Karolinska University Hospital, Stockholm, Sweden
| | - Olli Lohi
- grid.502801.e0000 0001 2314 6254Faculty of Medicine and Health Technology, Tampere Center for Child Health Research, Tampere University, Tampere, Finland, and Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Antonis Kattamis
- grid.5216.00000 0001 2155 0800First Department of Pediatrics, National and Kapodistrian University of Athens, Athens, Greece
| | - Bram de Wilde
- grid.5342.00000 0001 2069 7798Center for Medical Genetics, Ghent University, Ghent, Belgium
| | - Frank Westermann
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Neuroblastoma Genomics, German Cancer Research Center, Heidelberg, Germany
| | - Stephan Tippelt
- grid.410718.b0000 0001 0262 7331Pediatrics III Pediatric Hematology, Oncology, Immunology, Cardiology, Pulmonology, West German Cancer Center; German Cancer Consortium (DKTK), University Hospital Essen, Essen, Germany
| | - Norbert Graf
- grid.411937.9Department of Pediatric Oncology, Saarland University Medical Center, 66421 Homburg, Germany
| | - Michaela Nathrath
- grid.419824.20000 0004 0625 3279Department of Pediatric Oncology, Klinikum Kassel, Kassel, Germany ,grid.6936.a0000000123222966Department of Pediatrics and Children’s Cancer Research Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Monika Sparber-Sauer
- grid.459687.10000 0004 0493 3975Klinikum der Landeshauptstadt Stuttgart gKAöR, Olgahospital, Stuttgart Cancer Center, Zentrum für Kinder-, Jugend- und Frauenmedizin, Pädiatrie 5 (Pädiatrische Onkologie, Hämatologie, Immunologie), Stuttgart, Germany ,University of Medicine Tübingen, Tübingen, Germany
| | - Astrid Sehested
- grid.475435.4Department of Pediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen Denmark
| | - Christof M. Kramm
- grid.411984.10000 0001 0482 5331Division of Pediatric Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Uta Dirksen
- grid.410718.b0000 0001 0262 7331Pediatrics III Pediatric Hematology, Oncology, Immunology, Cardiology, Pulmonology, West German Cancer Center; German Cancer Consortium (DKTK), University Hospital Essen, Essen, Germany
| | - Olli Kallioniemi
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, FI-00014 Finland
| | - Stefan M. Pfister
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Cornelis M. van Tilburg
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - David T. W. Jones
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Jani Saarela
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland
| | - Vilja Pietiäinen
- grid.7737.40000 0004 0410 2071Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, 00014 Helsinki, Finland ,grid.7737.40000 0004 0410 2071iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Helsinki, FI-00014 Finland
| | - Natalie Jäger
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Matthias Schlesner
- grid.7497.d0000 0004 0492 0584Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany ,grid.7307.30000 0001 2108 9006Biomedical Informatics, Data Mining and Data Analytics, Faculty of Applied Computer Science and Medical Faculty, University of Augsburg, Augsburg, Germany
| | - Annette Kopp-Schneider
- grid.7497.d0000 0004 0492 0584Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sina Oppermann
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Till Milde
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Olaf Witt
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany ,grid.5253.10000 0001 0328 4908Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Ina Oehme
- grid.510964.fHopp Children’s Cancer Center Heidelberg (KiTZ), 69120 Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,grid.461742.20000 0000 8855 0365National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
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6
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Keller KM, Krausert S, Gopisetty A, Luedtke D, Koster J, Schubert NA, Rodríguez A, van Hooff SR, Stichel D, Dolman MEM, Vassal G, Pfister SM, Caron HN, Stancato LF, Molenaar JJ, Jäger N, Kool M. Target Actionability Review: a systematic evaluation of replication stress as a therapeutic target for paediatric solid malignancies. Eur J Cancer 2021; 162:107-117. [PMID: 34963094 DOI: 10.1016/j.ejca.2021.11.030] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/29/2021] [Accepted: 11/30/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND Owing to the high numbers of paediatric cancer-related deaths, advances in therapeutic options for childhood cancer is a heavily studied field, especially over the past decade. Classical chemotherapy offers some therapeutic benefit but has proven long-term complications in survivors, and there is an urgent need to identify novel target-driven therapies. Replication stress is a major cause of genomic instability in cancer, triggering the stalling of the replication fork. Failure of molecular response by DNA damage checkpoints, DNA repair mechanisms and restarting the replication forks can exacerbate replication stress and initiate cell death pathways, thus presenting as a novel therapeutic target. To bridge the gap between preclinical evidence and clinical utility thereof, we apply the literature-driven systematic target actionability review methodology to published proof-of-concept (PoC) data related to the process of replication stress. METHODS A meticulous PubMed literature search was performed to gather replication stress-related articles (published between 2014 and 2021) across 16 different paediatric solid tumour types. Articles that fulfilled inclusion criteria were uploaded into the R2 informatics platform [r2.amc.nl] and assessed by critical appraisal. Key evidence based on nine pre-established PoC modules was summarised, and scores based on the quality and outcome of each study were assigned by two separate reviewers. Articles with discordant modules/scores were re-scored by a third independent reviewer, and a final consensus score was agreed upon by adjudication between all three reviewers. To visualise the final scores, an interactive heatmap summarising the evidence and scores associated with each PoC module across all, including paediatric tumour types, were generated. RESULTS AND CONCLUSIONS 145 publications related to targeting replication stress in paediatric tumours were systematically reviewed with an emphasis on DNA repair pathways and cell cycle checkpoint control. Although various targets in these pathways have been studied in these diseases to different extents, the results of this extensive literature search show that ATR, CHK1, PARP or WEE1 are the most promising targets using either single agents or in combination with chemotherapy or radiotherapy in neuroblastoma, osteosarcoma, high-grade glioma or medulloblastoma. Targeting these pathways in other paediatric malignancies may work as well, but here, the evidence was more limited. The evidence for other targets (such as ATM and DNA-PK) was also limited but showed promising results in some malignancies and requires more studies in other tumour types. Overall, we have created an extensive overview of targeting replication stress across 16 paediatric tumour types, which can be explored using the interactive heatmap on the R2 target actionability review platform [https://hgserver1.amc.nl/cgi-bin/r2/main.cgi?option=imi2_targetmap_v1].
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Affiliation(s)
- Kaylee M Keller
- Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands
| | - Sonja Krausert
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Paediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Apurva Gopisetty
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Paediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Dan Luedtke
- Eli Lilly and Company, Indianapolis, IN, USA
| | - Jan Koster
- Department of Oncogenomics, Amsterdam University Medical Centre, Amsterdam, the Netherlands
| | - Nil A Schubert
- Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands
| | | | - Sander R van Hooff
- Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands
| | - Damian Stichel
- Clinical Cooperation Unit Neuropathology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - M Emmy M Dolman
- Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands; Children's Cancer Institute, Lowy Cancer Centre, UNSW Sydney, Kensington, NSW, Australia; School of Women's and Children's Health, Faculty of Medicine, UNSW Sydney, NSW Australia
| | - Gilles Vassal
- Department of Clinical Research, Gustave Roussy, Villejuif, France
| | - Stefan M Pfister
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Paediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany; Department of Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | | | | | - Jan J Molenaar
- Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands
| | - Natalie Jäger
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Paediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Marcel Kool
- Princess Máxima Center for Paediatric Oncology, Utrecht, the Netherlands; Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Paediatric Neurooncology, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany.
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