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Torchia J, Golbourn B, Feng S, Ho KC, Sin-Chan P, Vasiljevic A, Norman JD, Guilhamon P, Garzia L, Agamez NR, Lu M, Chan TS, Picard D, de Antonellis P, Khuong-Quang DA, Planello AC, Zeller C, Barsyte-Lovejoy D, Lafay-Cousin L, Letourneau L, Bourgey M, Yu M, Gendoo DMA, Dzamba M, Barszczyk M, Medina T, Riemenschneider AN, Morrissy AS, Ra YS, Ramaswamy V, Remke M, Dunham CP, Yip S, Ng HK, Lu JQ, Mehta V, Albrecht S, Pimentel J, Chan JA, Somers GR, Faria CC, Roque L, Fouladi M, Hoffman LM, Moore AS, Wang Y, Choi SA, Hansford JR, Catchpoole D, Birks DK, Foreman NK, Strother D, Klekner A, Bognár L, Garami M, Hauser P, Hortobágyi T, Wilson B, Hukin J, Carret AS, Van Meter TE, Hwang EI, Gajjar A, Chiou SH, Nakamura H, Toledano H, Fried I, Fults D, Wataya T, Fryer C, Eisenstat DD, Scheinemann K, Fleming AJ, Johnston DL, Michaud J, Zelcer S, Hammond R, Afzal S, Ramsay DA, Sirachainan N, Hongeng S, Larbcharoensub N, Grundy RG, Lulla RR, Fangusaro JR, Druker H, Bartels U, Grant R, Malkin D, McGlade CJ, Nicolaides T, Tihan T, Phillips J, Majewski J, Montpetit A, Bourque G, Bader GD, Reddy AT, Gillespie GY, Warmuth-Metz M, Rutkowski S, Tabori U, Lupien M, Brudno M, Schüller U, Pietsch T, Judkins AR, Hawkins CE, Bouffet E, Kim SK, Dirks PB, Taylor MD, Erdreich-Epstein A, Arrowsmith CH, De Carvalho DD, Rutka JT, Jabado N, Huang A. Integrated (epi)-Genomic Analyses Identify Subgroup-Specific Therapeutic Targets in CNS Rhabdoid Tumors. Cancer Cell 2016; 30:891-908. [PMID: 27960086 PMCID: PMC5500911 DOI: 10.1016/j.ccell.2016.11.003] [Citation(s) in RCA: 164] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Revised: 09/19/2016] [Accepted: 10/31/2016] [Indexed: 02/07/2023]
Abstract
We recently reported that atypical teratoid rhabdoid tumors (ATRTs) comprise at least two transcriptional subtypes with different clinical outcomes; however, the mechanisms underlying therapeutic heterogeneity remained unclear. In this study, we analyzed 191 primary ATRTs and 10 ATRT cell lines to define the genomic and epigenomic landscape of ATRTs and identify subgroup-specific therapeutic targets. We found ATRTs segregated into three epigenetic subgroups with distinct genomic profiles, SMARCB1 genotypes, and chromatin landscape that correlated with differential cellular responses to a panel of signaling and epigenetic inhibitors. Significantly, we discovered that differential methylation of a PDGFRB-associated enhancer confers specific sensitivity of group 2 ATRT cells to dasatinib and nilotinib, and suggest that these are promising therapies for this highly lethal ATRT subtype.
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Affiliation(s)
- Jonathon Torchia
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Department of Paediatrics, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Brian Golbourn
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Neurosurgery, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Shengrui Feng
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G0A4, Canada; Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - King Ching Ho
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Patrick Sin-Chan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Department of Paediatrics, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Alexandre Vasiljevic
- Department of Pathology, Groupement Hospitalier Est, CHU de Lyon, Lyon-Bron 69677, France
| | - Joseph D Norman
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Paul Guilhamon
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Livia Garzia
- Program in Developmental & Stem Cell Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Natalia R Agamez
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Mei Lu
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Tiffany S Chan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Department of Paediatrics, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Daniel Picard
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Pasqualino de Antonellis
- Program in Developmental & Stem Cell Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Dong-Anh Khuong-Quang
- Department of Pediatrics, McGill University, Montreal, QC H3Z2Z3, Canada; Department of Human Genetics, McGill University, Montreal, QC H3Z2Z3, Canada
| | - Aline C Planello
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Constanze Zeller
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Dalia Barsyte-Lovejoy
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Lucie Lafay-Cousin
- Division of Pediatric Hematology/Oncology, Alberta Children's Hospital, AB T3B6A8, Canada
| | - Louis Letourneau
- Genome Quebec Innovation Centre, McGill University, Montreal, QC H3A1A4, Canada
| | - Mathieu Bourgey
- Genome Quebec Innovation Centre, McGill University, Montreal, QC H3A1A4, Canada
| | - Man Yu
- Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Deena M A Gendoo
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Misko Dzamba
- Department of Computer Science, University of Toronto, Toronto, ON M5G0A4, Canada
| | - Mark Barszczyk
- Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Tiago Medina
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Alexandra N Riemenschneider
- Division of Neurosurgery, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - A Sorana Morrissy
- Program in Developmental & Stem Cell Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Young-Shin Ra
- Department of Neurosurgery, Asan Medical Center, Seoul 138-736, Korea
| | - Vijay Ramaswamy
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Marc Remke
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Christopher P Dunham
- Division of Anatomic Pathology, Children's and Women's Health Centre of B.C, University of British Columbia, Vancouver, BC V6H3N1, Canada
| | - Stephen Yip
- Department of Pathology & Laboratory Medicine, University of British Columbia, V6T1Z3, Canada
| | - Ho-Keung Ng
- Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Hong Kong, China
| | - Jian-Qiang Lu
- Laboratory Medicine and Pathology, Stollery Children's Hospital, University of Alberta, Edmonton, AB T2W3N2, Canada
| | - Vivek Mehta
- Division of Neurosurgery, Stollery Children's Hospital, University of Alberta, Edmonton, AB T2W3N2, Canada
| | - Steffen Albrecht
- Department of Pathology, McGill University, Montreal, QC H3Z2Z3, Canada
| | - Jose Pimentel
- Divison of Pathology, Hospital de Santa Maria, Centro Hospitalar Lisboa Norte, Lisbon 1649-035, Portugal
| | - Jennifer A Chan
- Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, AB T2N1N4, Canada
| | - Gino R Somers
- Department of Paediatric Laboratory Medicine, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Claudia C Faria
- Department of Neurosurgery, Hospital de Santa Maria, Centro Hospitalar Lisboa Norte, Lisbon 1649-035, Portugal
| | - Lucia Roque
- Cytometry and Cytogenetic Laboratory, CIPM, Portuguese Cancer Institute, Lisbon 1099-023, Portugal
| | - Maryam Fouladi
- Division of Oncology, Department of Cancer and Blood Diseases, Cincinnati Children's Hospital, Cincinnati, OH 45229, USA
| | - Lindsey M Hoffman
- Department of Pediatrics, University of Colorado, Denver, CO 80045, USA
| | - Andrew S Moore
- Oncology Service, Children's Health Queensland Hospital; University of Queensland Diamantina Institute, Brisbane, QLD 4102, Australia
| | - Yin Wang
- Research Institute of Health Development Strategies, Fudan University, Shanghai 200032, China
| | - Seung Ah Choi
- Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul 03080, Korea
| | - Jordan R Hansford
- Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia
| | - Daniel Catchpoole
- Children's Cancer Research Unit, Children's Hospital at Westmead, Westmead, NSW 2145, Australia
| | - Diane K Birks
- Department of Pediatrics, University of Colorado, Denver, CO 80045, USA
| | | | - Doug Strother
- Division of Pediatric Hematology/Oncology, Stollery Children's Hospital, University of Alberta, Edmonton, AB T2W3N2, Canada
| | - Almos Klekner
- Department of Neurosurgery, University of Debrecen, Debrecen 4032, Hungary
| | - Laszló Bognár
- Department of Neurosurgery, University of Debrecen, Debrecen 4032, Hungary
| | - Miklós Garami
- Second Department of Pediatrics, Semmelweis University, Budapest 1094, Hungary
| | - Péter Hauser
- Second Department of Pediatrics, Semmelweis University, Budapest 1094, Hungary
| | - Tibor Hortobágyi
- Department of Histopathology, University of Szeged, Szeged 6720, Hungary
| | - Beverly Wilson
- Division of Pediatric Hematology/Oncology, Stollery Children's Hospital, University of Alberta, Edmonton, AB T2W3N2, Canada
| | - Juliette Hukin
- Division of Hematology and Oncology, Children's and Women's Health Centre of B.C, University of British Columbia, Vancouver, BC V6H3N1, Canada
| | - Anne-Sophie Carret
- Department of Pediatrics, Division of Hematology-Oncology, Université de Montréal/CHU Sainte-Justine, Montreal, QC H3T1C5, Canada
| | - Timothy E Van Meter
- Department of Neurosurgery, Virginia Commonwealth University, Richmond, VA 23298-0631, USA
| | - Eugene I Hwang
- Department of Oncology, Children's National Medical Center, Washington, DC 20010, USA
| | - Amar Gajjar
- Division of Neuro-Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Shih-Hwa Chiou
- Department of Medical Research, Taipei Veterans General Hospital and National Yang-Ming University, Taipei 112, Taiwan
| | - Hideo Nakamura
- Department of Neurosurgery, Kumamoto University, Kumamoto 860-8556, Japan
| | - Helen Toledano
- Department of Pediatric Hematology Oncology, Children's Medical Center of Israel, Petach Tikva 49202, Isreal
| | - Iris Fried
- Department of Pediatric Hematology-Oncology, Hadassah Hebrew University Medical Center, Jerusalem 91120, Israel
| | - Daniel Fults
- Department of Neurosurgery, University of Utah, School of Medicine, Salt Lake City, UT 84132, USA
| | - Takafumi Wataya
- Department of Neurosurgery, Shizuoka Children's Hospital, Shizuoka 420-8660, Japan
| | - Chris Fryer
- Division of Hematology and Oncology, Children's and Women's Health Centre of B.C, University of British Columbia, Vancouver, BC V6H3N1, Canada
| | - David D Eisenstat
- Division of Pediatric Hematology/Oncology, Stollery Children's Hospital, University of Alberta, Edmonton, AB T2W3N2, Canada
| | - Katrin Scheinemann
- Department of Pediatrics, McMaster University, Hamilton, ON L8S4K1, Canada
| | - Adam J Fleming
- Department of Pediatrics, McMaster University, Hamilton, ON L8S4K1, Canada
| | - Donna L Johnston
- Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON K1H8L1, Canada
| | - Jean Michaud
- Pathology and Laboratory Medicine, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON K1H8L1, Canada
| | - Shayna Zelcer
- Division of Pediatric Hematology/Oncology, Children's Hospital, London Health Sciences Center, London, ON N6A5A5, Canada
| | - Robert Hammond
- Department of Pathology and Laboratory Medicine, Children's Hospital of Western Ontario, University of Western Ontario, London, ON N6A5W9, Canada
| | - Samina Afzal
- Department of Pediatrics, Dalhousie University, Halifax, NS B3H4R2, Canada
| | - David A Ramsay
- Department of Pathology and Laboratory Medicine, Children's Hospital of Western Ontario, University of Western Ontario, London, ON N6A5W9, Canada
| | - Nongnuch Sirachainan
- Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok 10300, Thailand
| | - Suradej Hongeng
- Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok 10300, Thailand
| | - Noppadol Larbcharoensub
- Department of Pathology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok 10400, Thailand
| | - Richard G Grundy
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham NG72RD, England
| | - Rishi R Lulla
- Division of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Jason R Fangusaro
- Division of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Harriet Druker
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Ute Bartels
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Ronald Grant
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - David Malkin
- Department of Paediatrics, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Program in Genetics & Genome Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - C Jane McGlade
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G0A4, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Theodore Nicolaides
- Department of Pediatrics (Hematology/Oncology), University of California, San Francisco, San Francisco, CA 94143-0112, USA
| | - Tarik Tihan
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA 94143-0112, USA
| | - Joanna Phillips
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA 94143-0112, USA
| | - Jacek Majewski
- Department of Human Genetics, McGill University, Montreal, QC H3Z2Z3, Canada; Genome Quebec Innovation Centre, McGill University, Montreal, QC H3A1A4, Canada
| | - Alexandre Montpetit
- Genome Quebec Innovation Centre, McGill University, Montreal, QC H3A1A4, Canada
| | - Guillaume Bourque
- Department of Human Genetics, McGill University, Montreal, QC H3Z2Z3, Canada; Genome Quebec Innovation Centre, McGill University, Montreal, QC H3A1A4, Canada
| | - Gary D Bader
- Department of Molecular Genetics, University of Toronto, Toronto, ON M5G0A4, Canada
| | - Alyssa T Reddy
- Department of Pediatric Hematology and Oncology, University of Alabama, Birmingham, AL 35233, USA
| | - G Yancey Gillespie
- Department of Neurosurgery, University of Alabama, Birmingham, AL 35233, USA
| | - Monika Warmuth-Metz
- Department of Neuroradiology, University of Würzburg, Würzburg 97070, Germany
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg 20246, Germany
| | - Uri Tabori
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Program in Genetics & Genome Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Mathieu Lupien
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G0A4, Canada; Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Michael Brudno
- Department of Computer Science, University of Toronto, Toronto, ON M5G0A4, Canada; Program in Genetics & Genome Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Ulrich Schüller
- Department of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg 20246, Germany
| | - Torsten Pietsch
- Institute for Neuropathology, University of Bonn Medical Center, Bonn 53105, Germany
| | - Alexander R Judkins
- Department of Pathology & Laboratory Medicine, Children's Hospital of Los Angeles, Los Angeles, CA 90027, USA
| | - Cynthia E Hawkins
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Pathology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Eric Bouffet
- Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Seung-Ki Kim
- Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul 03080, Korea
| | - Peter B Dirks
- Division of Neurosurgery, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Michael D Taylor
- Division of Neurosurgery, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Program in Developmental & Stem Cell Biology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada
| | - Anat Erdreich-Epstein
- Department of Pediatrics, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA 90027, USA
| | - Cheryl H Arrowsmith
- Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada
| | - Daniel D De Carvalho
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G0A4, Canada; Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G1L7, Canada.
| | - James T Rutka
- Department of Surgery, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Neurosurgery, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada.
| | - Nada Jabado
- Department of Pediatrics, McGill University, Montreal, QC H3Z2Z3, Canada; Department of Human Genetics, McGill University, Montreal, QC H3Z2Z3, Canada.
| | - Annie Huang
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G0A4, Canada; Department of Paediatrics, University of Toronto, Toronto, ON M5G0A4, Canada; Division of Hematology/Oncology, Hospital for Sick Children, Toronto, ON M5G1X8, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, Toronto, ON M5G1X8, Canada.
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Torchia J, Picard D, Lafay-Cousin L, Hawkins CE, Kim SK, Letourneau L, Ra YS, Ho KC, Chan TSY, Sin-Chan P, Dunham CP, Yip S, Ng HK, Lu JQ, Albrecht S, Pimentel J, Chan JA, Somers GR, Zielenska M, Faria CC, Roque L, Baskin B, Birks D, Foreman N, Strother D, Klekner A, Garami M, Hauser P, Hortobágyi T, Bognár L, Wilson B, Hukin J, Carret AS, Van Meter TE, Nakamura H, Toledano H, Fried I, Fults D, Wataya T, Fryer C, Eisenstat DD, Scheineman K, Johnston D, Michaud J, Zelcer S, Hammond R, Ramsay DA, Fleming AJ, Lulla RR, Fangusaro JR, Sirachainan N, Larbcharoensub N, Hongeng S, Barakzai MA, Montpetit A, Stephens D, Grundy RG, Schüller U, Nicolaides T, Tihan T, Phillips J, Taylor MD, Rutka JT, Dirks P, Bader GD, Warmuth-Metz M, Rutkowski S, Pietsch T, Judkins AR, Jabado N, Bouffet E, Huang A. Molecular subgroups of atypical teratoid rhabdoid tumours in children: an integrated genomic and clinicopathological analysis. Lancet Oncol 2015; 16:569-82. [PMID: 25882982 DOI: 10.1016/s1470-2045(15)70114-2] [Citation(s) in RCA: 105] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Rhabdoid brain tumours, also called atypical teratoid rhabdoid tumours, are lethal childhood cancers with characteristic genetic alterations of SMARCB1/hSNF5. Lack of biological understanding of the substantial clinical heterogeneity of these tumours restricts therapeutic advances. We integrated genomic and clinicopathological analyses of a cohort of patients with atypical teratoid rhabdoid tumours to find out the molecular basis for clinical heterogeneity in these tumours. METHODS We obtained 259 rhabdoid tumours from 37 international institutions and assessed transcriptional profiles in 43 primary tumours and copy number profiles in 38 primary tumours to discover molecular subgroups of atypical teratoid rhabdoid tumours. We used gene and pathway enrichment analyses to discover group-specific molecular markers and did immunohistochemical analyses on 125 primary tumours to evaluate clinicopathological significance of molecular subgroup and ASCL1-NOTCH signalling. FINDINGS Transcriptional analyses identified two atypical teratoid rhabdoid tumour subgroups with differential enrichment of genetic pathways, and distinct clinicopathological and survival features. Expression of ASCL1, a regulator of NOTCH signalling, correlated with supratentorial location (p=0·004) and superior 5-year overall survival (35%, 95% CI 13-57, and 20%, 6-34, for ASCL1-positive and ASCL1-negative tumours, respectively; p=0·033) in 70 patients who received multimodal treatment. ASCL1 expression also correlated with superior 5-year overall survival (34%, 7-61, and 9%, 0-21, for ASCL1-positive and ASCL1-negative tumours, respectively; p=0·001) in 39 patients who received only chemotherapy without radiation. Cox hazard ratios for overall survival in patients with differential ASCL1 enrichment treated with chemotherapy with or without radiation were 2·02 (95% CI 1·04-3·85; p=0·038) and 3·98 (1·71-9·26; p=0·001). Integrated analyses of molecular subgroupings with clinical prognostic factors showed three distinct clinical risk groups of tumours with different therapeutic outcomes. INTERPRETATION An integration of clinical risk factors and tumour molecular groups can be used to identify patients who are likely to have improved long-term radiation-free survival and might help therapeutic stratification of patients with atypical teratoid rhabdoid tumours. FUNDING C17 Research Network, Genome Canada, b.r.a.i.n.child, Mitchell Duckman, Tal Doron and Suri Boon foundations.
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Affiliation(s)
- Jonathon Torchia
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Daniel Picard
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Lucie Lafay-Cousin
- Alberta Children's Hospital, and Departments of Oncology and Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Cynthia E Hawkins
- Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pathology, Hospital for Sick Children, Toronto, ON, Canada
| | - Seung-Ki Kim
- Department of Neurosurgery, Seoul National University Children's Hospital, Seoul, South Korea
| | - Louis Letourneau
- Genome Quebec Innovation Centre, McGill University, Montreal, QC, Canada
| | - Young-Shin Ra
- Department of Neurosurgery, Asan Medical Center, Songpa-gu, Seoul, South Korea
| | - King Ching Ho
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Tiffany Sin Yu Chan
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Patrick Sin-Chan
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Christopher P Dunham
- Division of Anatomic Pathology, Children's and Women's Health Centre of British Columbia, Vancouver, BC, Canada
| | - Stephen Yip
- Department of Neuropathology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Ho-Keung Ng
- Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Hong Kong, China
| | - Jian-Qiang Lu
- Department of Laboratory Medicine and Pathology, University of Alberta Hospital, Edmonton, AB, Canada
| | - Steffen Albrecht
- Department of Pathology, Montreal Children's Hospital, McGill University Health Center Research Institute, Montreal, QC, Canada
| | - José Pimentel
- Department of Neurology, Hospital de Santa Maria, Centro Hospitalar Lisboa Norte, Lisbon, Portugal
| | - Jennifer A Chan
- Department of Pathology and Laboratory Medicine, University of Calgary, Calgary, AB, Canada
| | - Gino R Somers
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Paediatric Laboratory Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Maria Zielenska
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Paediatric Laboratory Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Claudia C Faria
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | - Lucia Roque
- Cytogenetic Laboratory, Centro de Investigação em Patobiologia Molecular, Portuguese Cancer Institute, Lisbon, Portugal
| | - Berivan Baskin
- Department of Immunology, Genetics and Pathology, Uppsala University Hospital, Uppsala, Sweden
| | - Diane Birks
- Department of Pediatrics, University of Colorado Denver, Aurora, CO, USA
| | - Nick Foreman
- Department of Pediatrics, University of Colorado Denver, Aurora, CO, USA
| | - Douglas Strother
- Alberta Children's Hospital, and Departments of Oncology and Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Almos Klekner
- Department of Neurosurgery, University of Debrecen, Debrecen, Hungary
| | - Miklos Garami
- Second Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Peter Hauser
- Second Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Tibor Hortobágyi
- Department of Histopathology, Faculty of Medicine, University of Szeged, Hungary
| | - Laszló Bognár
- Department of Neurosurgery, University of Debrecen, Debrecen, Hungary
| | - Beverly Wilson
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Juliette Hukin
- Division of Neurology and Oncology, Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Anne-Sophie Carret
- Division of Hematology-Oncology, Centre Hospitalier Universitaire Sainte-Justine, Université de Montréal, Montreal, QC, Canada
| | - Timothy E Van Meter
- Pediatric Hematology-Oncology, Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Hideo Nakamura
- Department of Neurosurgery, Kumamoto University, Kumamoto, Japan
| | - Helen Toledano
- Oncology Department, Schneider Hospital, Petach Tikva, Israel
| | - Iris Fried
- Pediatric Hematology Oncology Department, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Daniel Fults
- Department of Neurosurgery, University of Utah, School of Medicine, Salt Lake City, UT, USA
| | - Takafumi Wataya
- Department of Neurosurgery, Shizuoka Children's Hospital, Aoi-ku, Shizuoka, Japan
| | - Chris Fryer
- Division of Hematology and Oncology, Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - David D Eisenstat
- Departments of Pediatrics and Medical Genetics, University of Alberta, Edmonton, AB, Canada
| | | | - Donna Johnston
- Department of Pediatrics, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Jean Michaud
- Department of Pathology and Laboratory Medicine, Ottawa Hospital and Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Shayna Zelcer
- Division of Children's Health and Therapeutics, Children's Health Research Institute, London, ON, Canada
| | - Robert Hammond
- Department of Pathology, University of Western Ontario, London, ON, Canada
| | - David A Ramsay
- Department of Pathology, London Health Sciences Centre, London, ON, Canada
| | - Adam J Fleming
- Division of Pediatric Hematology/Oncology, McMaster University, Hamilton, ON, Canada
| | - Rishi R Lulla
- Division of Pediatrics-Hematology, Oncology and Stem Cell Transplantation, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Jason R Fangusaro
- Division of Pediatrics-Hematology, Oncology and Stem Cell Transplantation, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Nongnuch Sirachainan
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Noppadol Larbcharoensub
- Department of Pathology, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Suradej Hongeng
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | | | | | - Derek Stephens
- Department of Clinical Research Services, Hospital for Sick Children, Toronto, ON, Canada
| | - Richard G Grundy
- Children's Brain Tumour Research Centre, School of Clinical Sciences, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Ulrich Schüller
- Center for Neuropathology, Ludwig-Maximilians-University, Munich, Germany
| | - Theodore Nicolaides
- Department of Pediatrics Hematology/Oncology, University of California, San Francisco, CA, USA
| | - Tarik Tihan
- Department of Pathology and Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Joanna Phillips
- Department of Neurological Surgery, University of California, San Francisco, CA, USA
| | - Michael D Taylor
- Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Division of Neurosurgery, Hospital for Sick Children, Toronto, ON, Canada
| | - James T Rutka
- Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Division of Neurosurgery, Hospital for Sick Children, Toronto, ON, Canada
| | - Peter Dirks
- Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Division of Neurosurgery, Hospital for Sick Children, Toronto, ON, Canada
| | - Gary D Bader
- Department of Computer Science, Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, ON, Canada; Department of Molecular Genetics, University of Toronto, ON, Canada
| | | | - Stefan Rutkowski
- Department of Paediatric Haematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Torsten Pietsch
- Department of Neuropathology, University of Bonn Medical Center, Bonn, Germany
| | - Alexander R Judkins
- Department of Pathology and Laboratory Medicine at Children's Hospital Los Angeles, Los Angeles, CA, USA
| | - Nada Jabado
- Department of Pediatrics, McGill University, Montreal, QC, Canada; Department of Human Genetics, McGill University, Montreal, QC, Canada
| | - Eric Bouffet
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - Annie Huang
- Division of Hematology-Oncology, University of Toronto, Toronto, ON, Canada; Arthur and Sonia Labatt Brain Tumour Research Centre, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; Department of Pediatrics, University of Toronto, Toronto, ON, Canada.
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