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The landscape of genomic alterations across childhood cancers

Author

Listed:
  • Susanne N. Gröbner

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Barbara C. Worst

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Joachim Weischenfeldt

    (European Molecular Biology Laboratory (EMBL), Genome Biology Unit
    The Finsen Laboratory, Rigshospitalet, Biotech Research and Innovation Centre (BRIC), Copenhagen University)

  • Ivo Buchhalter

    (German Cancer Research Center (DKFZ))

  • Kortine Kleinheinz

    (German Cancer Research Center (DKFZ))

  • Vasilisa A. Rudneva

    (European Molecular Biology Laboratory (EMBL), Genome Biology Unit
    St Jude Children’s Research Hospital)

  • Pascal D. Johann

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Gnana Prakash Balasubramanian

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ))

  • Maia Segura-Wang

    (European Molecular Biology Laboratory (EMBL), Genome Biology Unit)

  • Sebastian Brabetz

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Sebastian Bender

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ))

  • Barbara Hutter

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ))

  • Dominik Sturm

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Elke Pfaff

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Daniel Hübschmann

    (Hematology & Immunology, Heidelberg University Hospital
    German Cancer Research Center (DKFZ)
    Institute of Pharmacy and Molecular Biotechnology, Heidelberg University and BioQuant Center)

  • Gideon Zipprich

    (German Cancer Research Center (DKFZ))

  • Michael Heinold

    (German Cancer Research Center (DKFZ)
    Institute of Pharmacy and Molecular Biotechnology, Heidelberg University and BioQuant Center)

  • Jürgen Eils

    (German Cancer Research Center (DKFZ))

  • Christian Lawerenz

    (German Cancer Research Center (DKFZ))

  • Serap Erkek

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    European Molecular Biology Laboratory (EMBL), Genome Biology Unit)

  • Sander Lambo

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Sebastian Waszak

    (European Molecular Biology Laboratory (EMBL), Genome Biology Unit)

  • Claudia Blattmann

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Klinikum Stuttgart - Olgahospital, Zentrum für Kinder-, Jugend- und Frauenmedizin, Pädiatrie)

  • Arndt Borkhardt

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Clinical Immunology, University Children’s Hospital, Heinrich Heine University)

  • Michaela Kuhlen

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Clinical Immunology, University Children’s Hospital, Heinrich Heine University)

  • Angelika Eggert

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Charité-Universitätsmedizin Berlin)

  • Simone Fulda

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Institute for Experimental Cancer Research in Pediatrics, University Hospital Frankfurt)

  • Manfred Gessler

    (Theodor-Boveri-Institute/Biocenter, Developmental Biochemistry, and Comprehensive Cancer Center Mainfranken, University of Würzburg)

  • Jenny Wegert

    (Theodor-Boveri-Institute/Biocenter, Developmental Biochemistry, and Comprehensive Cancer Center Mainfranken, University of Würzburg)

  • Roland Kappler

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Research Laboratories, Dr von Hauner Children’s Hospital, Ludwig Maximilians University Munich)

  • Daniel Baumhoer

    (Bone Tumor Reference Center at the Institute of Pathology, University Hospital Basel and University of Basel)

  • Stefan Burdach

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Klinikum rechts der Isar, Technische Universität München)

  • Renate Kirschner-Schwabe

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Charité-Universitätsmedizin Berlin)

  • Udo Kontny

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    University Medical Center Aachen)

  • Andreas E. Kulozik

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Dietmar Lohmann

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    University Hospital Essen)

  • Simone Hettmer

    (University Medical Center Freiburg)

  • Cornelia Eckert

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Charité-Universitätsmedizin Berlin)

  • Stefan Bielack

    (Klinikum Stuttgart - Olgahospital, Zentrum für Kinder-, Jugend- und Frauenmedizin, Pädiatrie)

  • Michaela Nathrath

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Klinikum rechts der Isar, Technische Universität München
    Klinikum Kassel)

  • Charlotte Niemeyer

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    University Medical Center Freiburg)

  • Günther H. Richter

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Klinikum rechts der Isar, Technische Universität München)

  • Johannes Schulte

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Charité-Universitätsmedizin Berlin)

  • Reiner Siebert

    (Institute of Human Genetics, University of Ulm & University Hospital of Ulm)

  • Frank Westermann

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ))

  • Jan J. Molenaar

    (Princess Máxima Center for Pediatric Oncology)

  • Gilles Vassal

    (Gustave Roussy, Université Paris-Saclay)

  • Hendrik Witt

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Birgit Burkhardt

    (Pediatric Hematology and Oncology, University Hospital Münster)

  • Christian P. Kratz

    (Pediatric Hematology and Oncology, Hannover Medical School)

  • Olaf Witt

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital
    Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ))

  • Cornelis M. van Tilburg

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Center for Individualized Pediatric Oncology (ZIPO) and Brain Tumors, University Hospital and German Cancer Research Center (DKFZ))

  • Christof M. Kramm

    (University Medical Center Göttingen)

  • Gudrun Fleischhack

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Pediatric Oncology & Hematology, Pediatrics III, University Hospital of Essen)

  • Uta Dirksen

    (Pediatric Oncology & Hematology, Pediatrics III, University Hospital of Essen)

  • Stefan Rutkowski

    (University Medical Center Hamburg-Eppendorf)

  • Michael Frühwald

    (Swabian Children’s Cancer Center, Children’s Hospital, Klinikum Augsburg)

  • Katja von Hoff

    (University Medical Center Hamburg-Eppendorf)

  • Stephan Wolf

    (Genomics and Proteomics Core Facility, High Throughput Sequencing Unit, German Cancer Research Center (DKFZ))

  • Thomas Klingebiel

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hospital for Children and Adolescents, University Hospital Frankfurt)

  • Ewa Koscielniak

    (Klinikum Stuttgart - Olgahospital, Zentrum für Kinder-, Jugend- und Frauenmedizin, Pädiatrie)

  • Pablo Landgraf

    (University Hospital Cologne, Klinik und Poliklinik für Kinder- und Jugendmedizin)

  • Jan Koster

    (Academic Medical Center)

  • Adam C. Resnick

    (Center for Childhood Cancer Research, Children’s Hospital of Philadelphia)

  • Jinghui Zhang

    (St Jude Children’s Research Hospital)

  • Yanling Liu

    (St Jude Children’s Research Hospital)

  • Xin Zhou

    (St Jude Children’s Research Hospital)

  • Angela J. Waanders

    (Center for Childhood Cancer Research, Children’s Hospital of Philadelphia)

  • Danny A. Zwijnenburg

    (Academic Medical Center)

  • Pichai Raman

    (Center for Childhood Cancer Research, Children’s Hospital of Philadelphia)

  • Benedikt Brors

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ))

  • Ursula D. Weber

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ))

  • Paul A. Northcott

    (German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    St Jude Children’s Research Hospital)

  • Kristian W. Pajtler

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

  • Marcel Kool

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Rosario M. Piro

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ)
    Institute of Computer Science, Freie Universität Berlin
    Institute of Medical Genetics and Human Genetics, Charité University Hospital)

  • Jan O. Korbel

    (European Molecular Biology Laboratory (EMBL), Genome Biology Unit)

  • Matthias Schlesner

    (German Cancer Research Center (DKFZ)
    Bioinformatics and Omics Data Analysis, German Cancer Research Center (DKFZ))

  • Roland Eils

    (German Cancer Research Center (DKFZ)
    Institute of Pharmacy and Molecular Biotechnology, Heidelberg University and BioQuant Center)

  • David T. W. Jones

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Peter Lichter

    (German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    German Cancer Research Center (DKFZ))

  • Lukas Chavez

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ))

  • Marc Zapatka

    (German Cancer Research Center (DKFZ)
    Institute of Computer Science, Freie Universität Berlin)

  • Stefan M. Pfister

    (Hopp-Children’s Cancer Center at the NCT Heidelberg (KiTZ)
    German Cancer Research Center (DKFZ)
    German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ)
    Hematology & Immunology, Heidelberg University Hospital)

Abstract

Pan-cancer analyses that examine commonalities and differences among various cancer types have emerged as a powerful way to obtain novel insights into cancer biology. Here we present a comprehensive analysis of genetic alterations in a pan-cancer cohort including 961 tumours from children, adolescents, and young adults, comprising 24 distinct molecular types of cancer. Using a standardized workflow, we identified marked differences in terms of mutation frequency and significantly mutated genes in comparison to previously analysed adult cancers. Genetic alterations in 149 putative cancer driver genes separate the tumours into two classes: small mutation and structural/copy-number variant (correlating with germline variants). Structural variants, hyperdiploidy, and chromothripsis are linked to TP53 mutation status and mutational signatures. Our data suggest that 7–8% of the children in this cohort carry an unambiguous predisposing germline variant and that nearly 50% of paediatric neoplasms harbour a potentially druggable event, which is highly relevant for the design of future clinical trials.

Suggested Citation

  • Susanne N. Gröbner & Barbara C. Worst & Joachim Weischenfeldt & Ivo Buchhalter & Kortine Kleinheinz & Vasilisa A. Rudneva & Pascal D. Johann & Gnana Prakash Balasubramanian & Maia Segura-Wang & Sebast, 2018. "The landscape of genomic alterations across childhood cancers," Nature, Nature, vol. 555(7696), pages 321-327, March.
  • Handle: RePEc:nat:nature:v:555:y:2018:i:7696:d:10.1038_nature25480
    DOI: 10.1038/nature25480
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    Cited by:

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    3. Sara G. Danielli & Yun Wei & Michael A. Dyer & Elizabeth Stewart & Heather Sheppard & Marco Wachtel & Beat W. Schäfer & Anand G. Patel & David M. Langenau, 2024. "Single cell transcriptomic profiling identifies tumor-acquired and therapy-resistant cell states in pediatric rhabdomyosarcoma," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    4. Samuel Rivero-Hinojosa & Melanie Grant & Aswini Panigrahi & Huizhen Zhang & Veronika Caisova & Catherine M. Bollard & Brian R. Rood, 2021. "Proteogenomic discovery of neoantigens facilitates personalized multi-antigen targeted T cell immunotherapy for brain tumors," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
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    6. Hanbing Song & Simon Bucher & Katherine Rosenberg & Margaret Tsui & Deviana Burhan & Daniel Hoffman & Soo-Jin Cho & Arun Rangaswami & Marcus Breese & Stanley Leung & María V. Pons Ventura & E. Alejand, 2022. "Single-cell analysis of hepatoblastoma identifies tumor signatures that predict chemotherapy susceptibility using patient-specific tumor spheroids," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
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    8. John K. L. Wong & Christian Aichmüller & Markus Schulze & Mario Hlevnjak & Shaymaa Elgaafary & Peter Lichter & Marc Zapatka, 2022. "Association of mutation signature effectuating processes with mutation hotspots in driver genes and non-coding regions," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
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    10. Suzanne J. Forrest & Hersh Gupta & Abigail Ward & Yvonne Y. Li & Duong Doan & Alyaa Al-Ibraheemi & Sanda Alexandrescu & Pratiti Bandopadhayay & Suzanne Shusterman & Elizabeth A. Mullen & Natalie B. Co, 2024. "Molecular profiling of 888 pediatric tumors informs future precision trials and data-sharing initiatives in pediatric cancer," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    11. Yanling Liu & Jonathon Klein & Richa Bajpai & Li Dong & Quang Tran & Pandurang Kolekar & Jenny L. Smith & Rhonda E. Ries & Benjamin J. Huang & Yi-Cheng Wang & Todd A. Alonzo & Liqing Tian & Heather L., 2023. "Etiology of oncogenic fusions in 5,190 childhood cancers and its clinical and therapeutic implication," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    12. Jie Fang & Shivendra Singh & Changde Cheng & Sivaraman Natarajan & Heather Sheppard & Ahmed Abu-Zaid & Adam D. Durbin & Ha Won Lee & Qiong Wu & Jacob Steele & Jon P. Connelly & Hongjian Jin & Wenan Ch, 2023. "Genome-wide mapping of cancer dependency genes and genetic modifiers of chemotherapy in high-risk hepatoblastoma," Nature Communications, Nature, vol. 14(1), pages 1-27, December.

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