1
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Blandin AF, Giglio R, Graham MS, Garcia G, Malinowski S, Woods JK, Ramkissoon S, Ramkissoon L, Dubois F, Schoolcraft K, Tsai J, Wang D, Jones R, Vogelzang J, Pelton K, Becker S, Watkinson F, Sinai C, Cohen EF, Booker MA, Tolstorukov MY, Haemels V, Goumnerova L, Wright K, Kieran M, Fehnel K, Reardon D, Tauziede-Espariat A, Lulla R, Carcamo B, Chaleff S, Charest A, DeSmet F, Ligon AH, Dubuc A, Pages M, Varlet P, Wen PY, Alexander BM, Chi S, Alexandrescu S, Kittler R, Bachoo R, Bandopadhayay P, Beroukhim R, Ligon KL. ALK Amplification and Rearrangements Are Recurrent Targetable Events in Congenital and Adult Glioblastoma. Clin Cancer Res 2023; 29:2651-2667. [PMID: 36780194 PMCID: PMC10363218 DOI: 10.1158/1078-0432.ccr-21-3521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 10/31/2022] [Accepted: 02/07/2023] [Indexed: 02/14/2023]
Abstract
PURPOSE Anaplastic lymphoma kinase (ALK) aberrations have been identified in pediatric-type infant gliomas, but their occurrence across age groups, functional effects, and treatment response has not been broadly established. EXPERIMENTAL DESIGN We performed a comprehensive analysis of ALK expression and genomic aberrations in both newly generated and retrospective data from 371 glioblastomas (156 adult, 205 infant/pediatric, and 10 congenital) with in vitro and in vivo validation of aberrations. RESULTS ALK aberrations at the protein or genomic level were detected in 12% of gliomas (45/371) in a wide age range (0-80 years). Recurrent as well as novel ALK fusions (LRRFIP1-ALK, DCTN1-ALK, PRKD3-ALK) were present in 50% (5/10) of congenital/infant, 1.4% (3/205) of pediatric, and 1.9% (3/156) of adult GBMs. ALK fusions were present as the only candidate driver in congenital/infant GBMs and were sometimes focally amplified. In contrast, adult ALK fusions co-occurred with other oncogenic drivers. No activating ALK mutations were identified in any age group. Novel and recurrent ALK rearrangements promoted STAT3 and ERK1/2 pathways and transformation in vitro and in vivo. ALK-fused GBM cellular and mouse models were responsive to ALK inhibitors, including in patient cells derived from a congenital GBM. Relevant to the treatment of infant gliomas, we showed that ALK protein appears minimally expressed in the forebrain at perinatal stages, and no gross effects on perinatal brain development were seen in pregnant mice treated with the ALK inhibitor ceritinib. CONCLUSIONS These findings support use of brain-penetrant ALK inhibitors in clinical trials across infant, pediatric, and adult GBMs. See related commentary by Mack and Bertrand, p. 2567.
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Affiliation(s)
- Anne-Florence Blandin
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad institute of Harvard and MIT, Cambridge, MA, USA
| | - Ross Giglio
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | | | - Jared K. Woods
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad institute of Harvard and MIT, Cambridge, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | | | | | - Frank Dubois
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Jessica Tsai
- Dana-Farber Cancer Institute, Boston, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | - Dayle Wang
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | | | | | | | | | - Elizabeth F Cohen
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Matthew A Booker
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Veerle Haemels
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research Unit, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Karen Wright
- Dana-Farber Cancer Institute, Boston, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | - Mark Kieran
- Day One Biopharmaceuticals, Brisbane, CA 94005
| | - Katie Fehnel
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | | | | | - Rishi Lulla
- Hasbro Children's Hospital, Providence, RI, USA
| | - Benjamin Carcamo
- Texas Tech University, Health Science Center, Paul L. Foster School of Medicine, El Paso, TX, USA
- El Paso Children's Hospital, El Paso, TX, USA
| | | | - Alain Charest
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Frederik DeSmet
- Laboratory for Precision Cancer Medicine, Translational Cell and Tissue Research Unit, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Azra H. Ligon
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | - Adrian Dubuc
- Dana-Farber Cancer Institute, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Melanie Pages
- Department of Genetics, Institute Curie, Paris, France. INSERM U830, Laboratory of Translational Research in Pediatric Oncology, SIREDO Pediatric Oncology Center, Institute Curie, Paris, France
| | | | - Patrick Y. Wen
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Brian M. Alexander
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Susan Chi
- Dana-Farber Cancer Institute, Boston, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | - Sanda Alexandrescu
- Dana-Farber Cancer Institute, Boston, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | - Ralf Kittler
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Robert Bachoo
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Pratiti Bandopadhayay
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad institute of Harvard and MIT, Cambridge, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
| | - Rameen Beroukhim
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad institute of Harvard and MIT, Cambridge, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Keith L. Ligon
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Broad institute of Harvard and MIT, Cambridge, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Boston Children's Cancer and Blood Disorder Center, Boston, MA, USA
- Dana-Farber Cancer Institute, Center for Patient Derived Models (CPDM), Boston, MA, USA
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Blandin AF, Giglio R, Graham MS, Garcia G, Malinowski S, Woods JK, Ramkissoon S, Ramkissoon L, Dubois F, Schoolcraft K, Tsai JW, Wang DK, Jones R, Vogelzang J, Pelton K, Becker S, Watkinson F, Sinai C, Cohen E, Booker M, Tolstorukov M, Haemels V, Goumnerova L, Wright K, Kieran M, Fehnel K, Reardon D, Tauziede-Espariat A, Lulla R, Carcamo B, Chaleff S, Charest A, De Smet F, Ligon AH, Dubuc A, Pagès M, Varlet P, Wen P, Alexander B, Chi S, Alexandrescu S, Kittler R, Bachoo R, Beroukhim R, Bandopadhayay P, Ligon KL. Abstract 1201: ALK amplification and rearrangements are recurrent targetable events in congenital and adult glioblastoma. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Purpose: Anaplastic Lymphoma Kinase (ALK) aberrations have been identified in pediatric type infant gliomas, but their occurrence across age groups, functional effects, and treatment response have not been broadly established.
Experimental Design: We performed a comprehensive analysis of ALK expression and genomic aberrations in both newly-generated and retrospective data from 371 glioblastomas (156 adult, 205 infant/pediatric and 10 congenital) with in vitro and in vivo validation of aberrations.
Results: ALK aberrations at the protein or genomic level were detected in 12% of gliomas (45/371) in a wide age range (0-80 years). Recurrent as well as novel ALK fusions (LRRFIP1-ALK, DCTN1-ALK, PRKD3-ALK) were present in 50% (5/10) of congenital/infant, 1.4% (3/205) of pediatric, and 1.9% (3/156) of adult GBMs. ALK fusions were present as the only candidate driver in congenital/infant GBMs, and were sometimes focally amplified. In contrast, adult ALK fusions co-occurred with other oncogenic drivers. No activating ALK mutations were identified in any age group. Novel and recurrent ALK rearrangements promoted STAT3 and ERK1/2 pathways and transformation in vitro and in vivo. ALK-fused GBM cellular and mouse models were responsive to ALK inhibitors, including in patient cells derived from a congenital GBM. Relevant to treatment of infant gliomas, we showed that ALK protein appears minimally expressed in the forebrain at perinatal stages and no gross effects on perinatal brain development was seen in pregnant mice treated with the ALK inhibitor ceritinib.
Conclusions: These findings support expanded evaluation of brain-penetrant ALK inhibitors in clinical trials across infant, pediatric, and adult GBMs.
Citation Format: Anne-Florence Blandin, Ross Giglio, Maya Srikanth Graham, Guadalupe Garcia, Seth Malinowski, Jared K. Woods, Shakti Ramkissoon, Lori Ramkissoon, Frank Dubois, Kate Schoolcraft, Jessica W. Tsai, Dayle K. Wang, Robert Jones, Jayne Vogelzang, Kristine Pelton, Sarah Becker, Fiona Watkinson, Claire Sinai, Elizabeth Cohen, Matthew Booker, Michael Tolstorukov, Veerle Haemels, Liliana Goumnerova, Karen Wright, Mark Kieran, Katie Fehnel, David Reardon, Arnault Tauziede-Espariat, Rishi Lulla, Benjamin Carcamo, Stanley Chaleff, Alain Charest, Frederik De Smet, Azra H. Ligon, Adrian Dubuc, Melanie Pagès, Pascale Varlet, Patrick Wen, Brian Alexander, Susan Chi, Sanda Alexandrescu, Ralf Kittler, Robert Bachoo, Rameen Beroukhim, Pratiti Bandopadhayay, Keith L. Ligon. ALK amplification and rearrangements are recurrent targetable events in congenital and adult glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1201.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Veerle Haemels
- 3Laboratory for Precision Cancer Medicine, Leuven, Belgium
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Susan Chi
- 1Dana-Farber Cancer Institute, Boston, MA
| | | | - Ralf Kittler
- 12University of Texas Southwestern Medical Center, Dallas, TX
| | - Robert Bachoo
- 12University of Texas Southwestern Medical Center, Dallas, TX
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Dubois FPB, Shapira O, Greenwald NF, Zack T, Wala J, Tsai JW, Crane A, Baguette A, Hadjadj D, Harutyunyan AS, Kumar KH, Blattner-Johnson M, Vogelzang J, Sousa C, Kang KS, Sinai C, Wang DK, Khadka P, Lewis K, Nguyen L, Malkin H, Ho P, O'Rourke R, Zhang S, Gold R, Deng D, Serrano J, Snuderl M, Jones C, Wright KD, Chi SN, Grill J, Kleinman CL, Goumnerova LC, Jabado N, Jones DTW, Kieran MW, Ligon KL, Beroukhim R, Bandopadhayay P. Structural variants shape driver combinations and outcomes in pediatric high-grade glioma. Nat Cancer 2022; 3:994-1011. [PMID: 35788723 PMCID: PMC10365847 DOI: 10.1038/s43018-022-00403-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Accepted: 05/23/2022] [Indexed: 12/13/2022]
Abstract
We analyzed the contributions of structural variants (SVs) to gliomagenesis across 179 pediatric high-grade gliomas (pHGGs). The most recurrent SVs targeted MYC isoforms and receptor tyrosine kinases (RTKs), including an SV amplifying a MYC enhancer in 12% of diffuse midline gliomas (DMG), indicating an underappreciated role for MYC in pHGG. SV signature analysis revealed that tumors with simple signatures were TP53 wild type (TP53WT) but showed alterations in TP53 pathway members PPM1D and MDM4. Complex signatures were associated with direct aberrations in TP53, CDKN2A and RB1 early in tumor evolution and with later-occurring extrachromosomal amplicons. All pHGGs exhibited at least one simple-SV signature, but complex-SV signatures were primarily restricted to subsets of H3.3K27M DMGs and hemispheric pHGGs. Importantly, DMGs with complex-SV signatures were associated with shorter overall survival independent of histone mutation and TP53 status. These data provide insight into the impact of SVs on gliomagenesis and the mechanisms that shape them.
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Affiliation(s)
- Frank P B Dubois
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ofer Shapira
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Noah F Greenwald
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Travis Zack
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jeremiah Wala
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Jessica W Tsai
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Alexander Crane
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Audrey Baguette
- Quantitative Life Sciences, McGill University, Montreal, QC, Canada
| | - Djihad Hadjadj
- Department of Human Genetics, McGill University, Montreal, QC, Canada
| | | | - Kiran H Kumar
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Mirjam Blattner-Johnson
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jayne Vogelzang
- Department of Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Cecilia Sousa
- Department of Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Kyung Shin Kang
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Claire Sinai
- Department of Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Dayle K Wang
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Prasidda Khadka
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Lan Nguyen
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Hayley Malkin
- Department of Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Patricia Ho
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ryan O'Rourke
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Shu Zhang
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rose Gold
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Davy Deng
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | - Chris Jones
- Division of Cancer Therapeutics and Department of Molecular Pathology, Institute of Cancer Research 15 Cotswold Road, Sutton, London, UK
| | - Karen D Wright
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Susan N Chi
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Jacques Grill
- Department of Pediatric and Adolescent Oncology and INSERM Unit 981, Gustave Roussy Institute and University of Paris Saclay, Villejuif, France
| | - Claudia L Kleinman
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- Lady Davis Research Institute, Jewish General Hospital, Montreal, QC, Canada
| | - Liliana C Goumnerova
- Department of Neurosurgery, Boston Children's Hospital; Dana Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- LCG: Tromboprotea, MWK: Day One Biopharmaceuticals, San Francisco, CA, USA
| | - Nada Jabado
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- Division of Experimental Medicine, Department of Medicine and Department of Pediatrics, McGill University, and The Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - David T W Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Glioma Research, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mark W Kieran
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
- LCG: Tromboprotea, MWK: Day One Biopharmaceuticals, San Francisco, CA, USA
| | - Keith L Ligon
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Pathology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
- Department of Pathology, Brigham & Women's Hospital and Boston Children's Hospital, Boston, USA.
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA.
| | - Rameen Beroukhim
- Department of Cancer Biology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.
| | - Pratiti Bandopadhayay
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA.
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Dubois F, Shapira O, Greenwald N, Zack T, Wala J, Tsai J, Crane A, Baguette A, Hadjadj D, Harutyunyan A, Kumar K, Blattner-Johnson M, Vogelzang J, Sousa C, Kang KS, Sinai C, Wang D, Khadka P, Malkin H, Ho P, O'Rourke R, Zhang S, Gold R, Deng D, Serrano J, Snuderl M, Jones C, Wright K, Chi S, Grill J, Kleinman C, Goumnerova L, Jabado N, Jones D, Kieran M, Ligon K, Beroukhim R, Bandopadhayay P. HGG-60. Structural variants shape driver combinations and outcomes in pediatric high-grade glioma. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac079.275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Pediatric high-grade gliomas (pHGGs), encompassing hemispheric and diffuse midline gliomas (DMGs), remain a devastating disease. The last decade has revealed oncogenic drivers including single nucleotide variants (SNVs) in histones. However, the contribution of structural variants (SVs) to gliomagenesis has not been systematically explored due to limitations in early SV analysis approaches. Using SV algorithms, we recently created, we analyzed SVs in whole-genome sequences of 179 pHGGs including a novel cohort of treatment naïve samples–the largest WGS cohort assembled in adult or pediatric glioma. The most recurrent SVs targeted MYC isoforms and receptor tyrosine kinases, including a novel SV amplifying a MYC enhancer in the lncRNA CCDC26 in 12% of DMGs and revealing a more central role for MYC in these cancers than previously known. Applying de novo SV signature discovery, we identified five signatures including three (SVsig1-3) involving primarily simple SVs, and two (SVsig4-5) involving complex, clustered SVs. These SV signatures associated with genetic variants that differed from what was observed for SV signatures in other cancers, suggesting different links to underlying biology. Tumors with simple SV signatures were TP53 wild-type but were enriched with alterations in TP53 pathway members PPM1D and MDM4. Complex signatures were associated with direct aberrations in TP53, CDKN2A, and RB1 early in tumor evolution, and with extrachromosomal amplicons that likely occurred later. All pHGGs exhibited at least one simple SV signature but complex SV signatures were primarily restricted to subsets of H3.3K27M DMGs and hemispheric pHGGs. Importantly, DMGs with the complex SV signatures SVsig4-5 were associated with shorter overall survival independent of histone type and TP53 status. These data inform the role and impact of SVs in gliomagenesis and mechanisms that shape them.
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Affiliation(s)
- Frank Dubois
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | | | - Noah Greenwald
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Travis Zack
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Jeremiah Wala
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Jessica Tsai
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Alexander Crane
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | | | | | | | | | - Mirjam Blattner-Johnson
- Hopp Children's Cancer Center Heidelberg (KiTZ); Pediatric Glioma Research Group, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | | | | | | | | | - Dayle Wang
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
| | - Prasidda Khadka
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | | | - Patricia Ho
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Ryan O'Rourke
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | | | | | | | | | | | - Chris Jones
- Institute of Cancer Research , London , United Kingdom
| | - Karen Wright
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
| | - Susan Chi
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
| | - Jacques Grill
- Department of Pediatric and Adolescent Oncology and INSERM Unit 981, Gustave Roussy Institute and University of Paris Saclay , Villejuif , France
| | | | | | | | - David Jones
- Hopp Children's Cancer Center Heidelberg (KiTZ); Pediatric Glioma Research Group, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Mark Kieran
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
| | - Keith Ligon
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Rameen Beroukhim
- Dana-Farber Cancer Institute , Boston, MA , USA
- Broad Institute , Boston, MA , USA
| | - Pratiti Bandopadhayay
- Dana-Farber/Boston Childrens Cancer and Blood Disorder Center , Boston, MA , USA
- Broad Institute , Boston, MA , USA
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5
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Ahrendsen JT, Sinai C, Meredith DM, Malinowski SW, Cooney TM, Bandopadhayay P, Ligon KL, Alexandrescu S. Molecular Alterations in Pediatric Low-Grade Gliomas That Led to Death. J Neuropathol Exp Neurol 2021; 80:1052–1059. [PMID: 34580728 DOI: 10.1093/jnen/nlab097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Pediatric low-grade gliomas (PLGGs) have excellent long-term survival, but death can occasionally occur. We reviewed all PLGG-related deaths between 1975 and 2019 at our institution: 48 patients were identified; clinical data and histology were reviewed; targeted exome sequencing was performed on available material. The median age at diagnosis was 5.2 years (0.4-23.4 years), at death was 13.0 years (1.9-43.2 years), and the overall survival was 7.2 years (0.0-33.3 years). Tumors were located throughout CNS, but predominantly in the diencephalon. Diagnoses included low-grade glioma, not otherwise specified (n = 25), pilocytic astrocytoma (n = 15), diffuse astrocytoma (n = 3), ganglioglioma (n = 3), and pilomyxoid astrocytoma (n = 2). Recurrence occurred in 42/48 cases, whereas progression occurred in 10. The cause of death was direct tumor involvement in 31/48 cases. Recurrent drivers included KIAA1549-BRAF (n = 13), BRAF(V600E) (n = 3), NF1 mutation (n = 3), EGFR mutation (n = 3), and FGFR1-TACC1 fusion (n = 2). Single cases were identified with IDH1(R132H), FGFR1(K656E), FGFR1 ITD, FGFR3 gain, PDGFRA amplification, and mismatch repair alteration. CDKN2A/B, CDKN2C, and PTEN loss was recurrent. Patients who received only chemotherapy had worse survival compared with patients who received radiation and chemotherapy. This study demonstrates that PLGG that led to death have diverse molecular characteristics. Location and co-occurring molecular alterations with malignant potential can predict poor outcomes.
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Affiliation(s)
- Jared T Ahrendsen
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts 02215, USA (JTA)
| | - Claire Sinai
- Department of Oncologic Pathology, Dana Farber Cancer Institute, Boston, Massachusetts 02215, USA (CS, SWM)
| | - David M Meredith
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA (DMM, KLL, SA)
| | - Seth W Malinowski
- Department of Oncologic Pathology, Dana Farber Cancer Institute, Boston, Massachusetts 02215, USA (CS, SWM)
| | - Tabitha M Cooney
- Department of Pediatric Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02215, USA (TMC, PB)
| | - Pratiti Bandopadhayay
- Department of Pediatric Oncology, Dana Farber Cancer Institute, Boston, Massachusetts 02215, USA (TMC, PB)
| | - Keith L Ligon
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA (DMM, KLL, SA)
| | - Sanda Alexandrescu
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA (DMM, KLL, SA).,Department of Pathology, Boston Children's Hospital, Boston, Massachusetts 02215, USA (SA)
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6
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Dubois F, Shapira O, Greenwald N, Zack T, Tsai JW, Harutyunyan AS, Kumar K, Sinai C, Malkin H, Jones R, Ho P, O’Rourke R, Kang KS, Jabado N, Kieran MW, Ligon K, Beroukhim R, Bandopadhayay P. HGG-41. STRUCTURAL VARIANT DRIVERS IN PEDIATRIC HIGH-GRADE GLIOMA. Neuro Oncol 2020. [PMCID: PMC7715247 DOI: 10.1093/neuonc/noaa222.322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Driver single nucleotide variants (SNV) and somatic copy number aberrations (SCNA) of pediatric high-grade glioma (pHGGs), including Diffuse Midline Gliomas (DMGs) are characterized. However, structural variants (SVs) in pHGGs and the mechanisms through which they contribute to glioma formation have not been systematically analyzed genome-wide. METHODS Using SvABA for SVs as well as the latest pipelines for SCNAs and SNVs we analyzed whole-genome sequencing from 174 patients. This includes 60 previously unpublished samples, 43 of which are DMGs. Signature analysis allowed us to define pHGG groups with shared SV characteristics. Significantly recurring SV breakpoints and juxtapositions were identified with algorithms we recently developed and the findings were correlated with RNAseq and H3K27ac ChIPseq. RESULTS The SV characteristics in pHGG showed three groups defined by either complex, intermediate or simple signature activities. These associated with distinct combinations of known driver oncogenes. Our statistical analysis revealed recurring SVs in the topologically associating domains of MYCN, MYC, EGFR, PDGFRA & MET. These correlated with increased mRNA expression and amplification of H3K27ac peaks. Complex recurring amplifications showed characteristics of extrachromosomal amplicons and were enriched in coding SVs splitting protein regulatory from effector domains. Integrative analysis of all SCNAs, SNVs & SVs revealed patterns of characteristic combinations between potential drivers and signatures. This included two distinct groups of H3K27M DMGs with either complex or simple signatures and different combinations of associated variants. CONCLUSION Recurrent SVs associate with signatures shaped by an underlying process, which can lead to distinct mechanisms to activate the same oncogene.
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Affiliation(s)
- Frank Dubois
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Ofer Shapira
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Noah Greenwald
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Travis Zack
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Jessica W Tsai
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | | | - Kiran Kumar
- Broad Institute, Cambridge, MA, USA
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | | | - Patricia Ho
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Kyung S Kang
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | | | | | - Keith Ligon
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
| | - Rameen Beroukhim
- Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute, Cambridge, MA, USA
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7
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Malinowski S, Touat M, Stockslager M, Giglio R, Geduldig J, Sinai C, Pelton K, Reardon D, Wen P, Chow KH, Manalis S, Ligon K. BIOM-61. FUNCTIONAL DIAGNOSTIC TESTING OF LIVE-CELL DRUG RESPONSE USING 3D PATIENT DERIVED GLIOBLASTOMA SPHEROIDS ON THE INCUCYTE PLATFORM. Neuro Oncol 2020. [DOI: 10.1093/neuonc/noaa215.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Three-dimensional patient derived cultures hold great potential for use as personalized functional diagnostics, enabling more accurate preclinical evaluations of drug treatments compared to conventional cell lines. Optical imaging of live cells allows for continuous, time lapsed measurements, and can provide drug response data based on rich phenotypic changes of cell cultures. However, current imaging techniques based on 2D microscopy evaluation aren’t readily adaptable to evaluate the drug response of intact spheroids, which may better represent the in vivo environment and retain critical cellular interactions within the tumor microenvironment. Using the IncuCyte live cell imaging platform, we successfully imaged a large cohort (n = 77) of patient derived glioblastoma spheroid cultures and evaluated whether changes in sphere volume could be used as a direct measure of treatment response. Improving on the default Incucyte analysis software, we developed an R data processing pipeline better suited for spheroid measurements, which quantified the heterogeneity in GBM baseline spheroid growth, and calculated a drug response score based on spheroid changes in response to DNA damaging agents (TMZ as an example). Compared to conventional viability measurements, this novel 3D drug response score was found to accurately identify both drug sensitive and resistant spheroids and showed robust concordance with genomic biomarkers of response (NGS and MGMT promoter methylation) and patient outcomes. Additionally, we coupled the 3D drug score with known genetic data to explore other key pathways and genes involved in TMZ response. We provide here novel analysis methods and public code (Github) to advance the use of IncuCyte spheroid measurements, and deconvolute 3D spheroid drug response into a quantifiable statistic. These methods are adaptable to freshly isolated patient cells for rapid evaluation of treatment response in GBM patients while remaining widely applicable to other cancers such as pancreatic, colon, and non-cancer organoids/spheroids with 3D growth.
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Affiliation(s)
- Seth Malinowski
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mehdi Touat
- AP-HP, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, Service de Neurologie 2-Mazarin, Paris, France
| | | | - Ross Giglio
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jack Geduldig
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Claire Sinai
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kristine Pelton
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - David Reardon
- Center for Neuro-Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Patrick Wen
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kin Hoe Chow
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Scott Manalis
- Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Keith Ligon
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
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8
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Zeng Y, Pelton K, Yerrum S, Kao PL, Sinai C, Tran T, Sinha R, Shetty A, Tolstorukov M, Jaber A, Freitas D, Pisano W, Verselis SJ, Herbert ZT, Lin N, Zhao JJ, Weinstock DM, Chukwueke U, Aizer AA, Chiocca EA, Bi WL, Wen P, Lee E, Nayak L, Meredith D, Santagata S, Chow KH, Ligon K. TMOD-03. PAN-CANCER ANALYSIS OF ORTHOTOPIC PATIENT DERIVED XENOGRAFTS FROM BRAIN METASTASES. Neuro Oncol 2020. [DOI: 10.1093/neuonc/noaa215.954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Brain metastases (BM) are a leading cause of cancer death and prognosis remains poor despite treatment advances at other sites. Models are central to therapeutic development, but few orthotopic patient-derived xenograft (PDX) models of BM exist. To represent diversity across BM types, we established a program to create orthotopic PDX at scale from all BM patients. To date BM were received from 100 patients and PDX attempted by direct brain injection (PDX, n=89) or injection of low passage patient-derived cell lines (PDCLX, n=11). We created 65 successful BM PDX from 13 cancers: 17 lung (55% take), 15 breast (68%), 6 melanoma (75%), 5 CNS lymphoma (83%), 3 gastrointestinal (75%), 2 esophageal (40%), 2 ovarian (67%), 1 sarcoma (100%), 1 laryngeal (100%), 1 prostate (100%), 1 pancreatic (100%), 1 uterine adenosarcoma (100%), and 1 yolk sac tumor (100%). Take rate was similar for models derived from patients with prior chemotherapy-only versus immune/targeted therapy-only (63 vs 58%). Fifteen patients had live tumor and matching PBMCs archived for modeling in vitro immunotherapy responses. Mean time to moribund among different cancer types ranged from 27 days (yolk sac tumor) to 177.5 days (ovarian). BM PDX had a favorable timeline for preclinical study (90% moribund at 180 days). All PDX retained high fidelity to the patient driver SNVs and copy aberrations, even at >P4. No significant differences noted by immunodeficient strain (SCID versus NSG) or injection site (orthotopic versus heterotopic). Explants from BM PDX were able to generate long-term cell lines (60%) or short-term cultures with qualitative concordance of model-to-patient responses to targeted therapy (Osimertinib, EGFRi) and immunotherapy (Pembrolizumab, PD1i). Genomic and clinical data were used to create the DFCI BM PDX cBioPortal for public release and models distribution will be available through the DFCI Center for Patient Derived Models.
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Affiliation(s)
- Yu Zeng
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kristine Pelton
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Smitha Yerrum
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Pei-Lun Kao
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Claire Sinai
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Tony Tran
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Rileen Sinha
- Data Science and Bioinformatics Group, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Aniket Shetty
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael Tolstorukov
- Data Science and Bioinformatics Group, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Aliya Jaber
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Dylan Freitas
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - William Pisano
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sigitas J Verselis
- Molecular Diagnostics Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zach T Herbert
- The Molecular Biology Core Facilities, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nancy Lin
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Jean J Zhao
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - David M Weinstock
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Ayal A Aizer
- Department of Radiation Oncology, Dana-Farber/Brigham and Women’s Cancer Center, Harvard Medical School, Boston, MA, USA
| | - E Antonio Chiocca
- Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Wenya Linda Bi
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Patrick Wen
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Eudocia Lee
- Dana Farber Cancer Institute, Boston, MA, USA
| | | | - David Meredith
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Sandro Santagata
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Kin Hoe Chow
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Keith Ligon
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
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9
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Zeng Y, Pelton K, Yerrum S, Kao PL, Sinai C, Tran T, Sinha R, Shetty A, Tolstorukov MY, Jaber A, Freitas DE, Pisano W, Verselis SJ, Herbert ZT, Lin NU, Zhao JJ, Weinstock DM, Chukwueke UN, Aizer AA, Chiocca EA, Bi WL, Wen PY, Lee EQ, Nayak L, Meredith DM, Santagata S, Chow KH, Ligon KL. 46. PAN-CANCER ANALYSIS OF ORTHOTOPIC PATIENT DERIVED XENOGRAFTS FROM BRAIN METASTASES. Neurooncol Adv 2020. [PMCID: PMC7401414 DOI: 10.1093/noajnl/vdaa073.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Brain metastases (BM) are a leading cause of cancer death and prognosis remains poor despite treatment advances at other sites. Models are central to therapeutic development, but few orthotopic patient-derived xenograft (PDX) models of BM exist. To represent diversity across BM types, we established a program to create orthotopic PDX at scale from all BM patients. To date BM were received from 100 patients and PDX attempted by direct brain injection (PDX, n=89) or injection of low passage patient-derived cell lines (PDCLX, n=11). We created 65 successful BM PDX from 13 cancers: 17 lung (55% take), 15 breast (68%), 6 melanoma (75%), 5 CNS lymphoma (83%), 3 gastrointestinal (75%), 2 esophageal (40%), 2 ovarian (67%), 1 sarcoma (100%), 1 laryngeal (100%), 1 prostate (100%), 1 pancreatic (100%), 1 uterine adenosarcoma (100%), and 1 yolk sac tumor (100%). Take rate was similar for models derived from patients with prior chemotherapy-only versus immune/targeted therapy-only (63 vs 58%). Fifteen patients had live tumor and matching PBMCs archived for modeling in vitro immunotherapy responses. Mean time to moribund among different cancer types ranged from 27 days (yolk sac tumor) to 177.5 days (ovarian). BM PDX had a favorable timeline for preclinical study (90% moribund at 180 days). All PDX matched the patient driver SNVs and copy aberrations, even at >P4. No significant differences noted by immunodeficient strain (SCID versus NSG) or injection site (orthotopic versus heterotopic). Explants from BM PDX were able to generate long-term cell lines (60%) or short-term cultures with qualitative concordance of model-to-patient responses to targeted therapy (Osimertinib, EGFRi) and immunotherapy (Pembrolizumab, PD1i). Genomic and clinical data were used to create the DFCI BM PDX cBioPortal for public release and models distribution will be available through the DFCI Center for Patient Derived Models.
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Affiliation(s)
- Yu Zeng
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China
| | - Kristine Pelton
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Smitha Yerrum
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Pei-Lun Kao
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Claire Sinai
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Tony Tran
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Rileen Sinha
- Bioinformatics and Data Science Group, Informatics and Analytics Department, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Aniket Shetty
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael Y Tolstorukov
- Bioinformatics and Data Science Group, Informatics and Analytics Department, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Aliya Jaber
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Dylan E Freitas
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - William Pisano
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sigitas J Verselis
- Molecular Diagnostics Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zach T Herbert
- The Molecular Biology Core Facilities, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nancy U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Boston, MA, USA
| | - Jean J Zhao
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - David M Weinstock
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Boston, MA, USA
| | - Ugonma N Chukwueke
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Boston, MA, USA
| | - Ayal A Aizer
- Department of Radiation Oncology, Dana-Farber/Brigham and Women’s Cancer Center, Harvard Medical School, Boston, MA, USA
| | - E Antonio Chiocca
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Wenya Linda Bi
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, MA, USA
| | - Patrick Y Wen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Boston, MA, USA
| | - Eudocia Q Lee
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Boston, MA, USA
| | - Lakshmi Nayak
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Boston, MA, USA
| | - David M Meredith
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Sandro Santagata
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Kin-Hoe Chow
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Keith L Ligon
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, USA
- Center for Patient Derived Models, Dana-Farber Cancer Institute, Boston, MA, USA
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10
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Gupta N, Goumnerova LC, Manley P, Chi SN, Neuberg D, Puligandla M, Fangusaro J, Goldman S, Tomita T, Alden T, DiPatri A, Rubin JB, Gauvain K, Limbrick D, Leonard J, Geyer JR, Leary S, Browd S, Wang Z, Sood S, Bendel A, Nagib M, Gardner S, Karajannis MA, Harter D, Ayyanar K, Gump W, Bowers DC, Weprin B, MacDonald TJ, Aguilera D, Brahma B, Robison NJ, Kiehna E, Krieger M, Sandler E, Aldana P, Khatib Z, Ragheb J, Bhatia S, Mueller S, Banerjee A, Bredlau AL, Gururangan S, Fuchs H, Cohen KJ, Jallo G, Dorris K, Handler M, Comito M, Dias M, Nazemi K, Baird L, Murray J, Lindeman N, Hornick JL, Malkin H, Sinai C, Greenspan L, Wright KD, Prados M, Bandopadhayay P, Ligon KL, Kieran MW. Prospective feasibility and safety assessment of surgical biopsy for patients with newly diagnosed diffuse intrinsic pontine glioma. Neuro Oncol 2019; 20:1547-1555. [PMID: 29741745 DOI: 10.1093/neuonc/noy070] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Background Diagnosis of diffuse intrinsic pontine glioma (DIPG) has relied on imaging studies, since the appearance is pathognomonic, and surgical risk was felt to be high and unlikely to affect therapy. The DIPG Biology and Treatment Study (DIPG-BATS) reported here incorporated a surgical biopsy at presentation and stratified subjects to receive FDA-approved agents chosen on the basis of specific biologic targets. Methods Subjects were eligible for the trial if the clinical features and imaging appearance of a newly diagnosed tumor were consistent with a DIPG. Surgical biopsies were performed after enrollment and prior to definitive treatment. All subjects were treated with conventional external beam radiotherapy with bevacizumab, and then stratified to receive bevacizumab with erlotinib or temozolomide, both agents, or neither agent, based on O6-methylguanine-DNA methyltransferase status and epidermal growth factor receptor expression. Whole-genome sequencing and RNA sequencing were performed but not used for treatment assignment. Results Fifty-three patients were enrolled at 23 institutions, and 50 underwent biopsy. The median age was 6.4 years, with 24 male and 29 female subjects. Surgical biopsies were performed with a specified technique and no deaths were attributed to the procedure. Two subjects experienced grade 3 toxicities during the procedure (apnea, n = 1; hypertension, n = 1). One subject experienced a neurologic deficit (left hemiparesis) that did not fully recover. Of the 50 tumors biopsied, 46 provided sufficient tissue to perform the study assays (92%, two-stage exact binomial 90% CI: 83%-97%). Conclusions Surgical biopsy of DIPGs is technically feasible, associated with acceptable risks, and can provide biologic data that can inform treatment decisions.
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Affiliation(s)
- Nalin Gupta
- UCSF Benioff Children's Hospital & University of California San Francisco, San Francisco, California
| | - Liliana C Goumnerova
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Boston Children's Hospital, Boston, Massachusetts
| | - Peter Manley
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Boston Children's Hospital, Boston, Massachusetts
| | - Susan N Chi
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Boston Children's Hospital, Boston, Massachusetts
| | | | | | - Jason Fangusaro
- Ann & Robert H. Lurie Children's Hospital of Chicago & Northwestern University, Chicago, Illinois
| | - Stewart Goldman
- Ann & Robert H. Lurie Children's Hospital of Chicago & Northwestern University, Chicago, Illinois
| | - Tadanori Tomita
- Ann & Robert H. Lurie Children's Hospital of Chicago & Northwestern University, Chicago, Illinois
| | - Tord Alden
- Ann & Robert H. Lurie Children's Hospital of Chicago & Northwestern University, Chicago, Illinois
| | - Arthur DiPatri
- Ann & Robert H. Lurie Children's Hospital of Chicago & Northwestern University, Chicago, Illinois
| | - Joshua B Rubin
- Washington University Medical Center & St. Louis Children's Hospital, St. Louis, Missouri
| | - Karen Gauvain
- Washington University Medical Center & St. Louis Children's Hospital, St. Louis, Missouri
| | - David Limbrick
- Washington University Medical Center & St. Louis Children's Hospital, St. Louis, Missouri
| | - Jeffrey Leonard
- Washington University Medical Center & St. Louis Children's Hospital, St. Louis, Missouri
| | - J Russel Geyer
- Seattle Children's Hospital & University of Washington, Seattle, Washington
| | - Sarah Leary
- Seattle Children's Hospital & University of Washington, Seattle, Washington
| | - Samuel Browd
- Seattle Children's Hospital & University of Washington, Seattle, Washington
| | - Zhihong Wang
- Children's Hospital of Michigan & Wayne State University, Detroit, Michigan
| | - Sandeep Sood
- Children's Hospital of Michigan & Wayne State University, Detroit, Michigan
| | - Anne Bendel
- Children's Hospitals and Clinics of Minnesota, Minneapolis, Minnesota
| | - Mahmoud Nagib
- Children's Hospitals and Clinics of Minnesota, Minneapolis, Minnesota
| | | | | | | | | | - William Gump
- University of Louisville & Norton's Children's Hospital, Louisville, Kentucky
| | - Daniel C Bowers
- University of Texas Southwestern Medical Center, Dallas, Texas
| | - Bradley Weprin
- University of Texas Southwestern Medical Center, Dallas, Texas
| | - Tobey J MacDonald
- Children's Healthcare of Atlanta & Emory University, Atlanta, Georgia
| | - Dolly Aguilera
- Children's Healthcare of Atlanta & Emory University, Atlanta, Georgia
| | | | | | - Erin Kiehna
- Children's Hospital Los Angeles, Los Angeles, California
| | - Mark Krieger
- Children's Hospital Los Angeles, Los Angeles, California
| | - Eric Sandler
- Nemours Children's Clinic, Wolfson's Children's Hospital & University of Florida, Jacksonville, Florida
| | - Philipp Aldana
- Nemours Children's Clinic, Wolfson's Children's Hospital & University of Florida, Jacksonville, Florida
| | - Ziad Khatib
- Nicklaus Children's Hospital, Miami, Florida
| | - John Ragheb
- Nicklaus Children's Hospital, Miami, Florida
| | | | - Sabine Mueller
- UCSF Benioff Children's Hospital & University of California San Francisco, San Francisco, California
| | - Anu Banerjee
- UCSF Benioff Children's Hospital & University of California San Francisco, San Francisco, California
| | - Amy-Lee Bredlau
- Medical University of South Carolina, South Carolina, Charleston, South Carolina
| | - Sri Gururangan
- Preston Robert Tisch Brain Tumor Center & Duke University Medical Center, Durham, North Carolina
| | - Herbert Fuchs
- Preston Robert Tisch Brain Tumor Center & Duke University Medical Center, Durham, North Carolina
| | | | | | - Kathleen Dorris
- Children's Hospital of Colorado & University of Colorado School of Medicine, Denver, Colorado
| | - Michael Handler
- Children's Hospital of Colorado & University of Colorado School of Medicine, Denver, Colorado
| | - Melanie Comito
- Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Mark Dias
- Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Kellie Nazemi
- Oregon Health & Science University & Doernbecher Children's Hospital, Portland, Oregon
| | - Lissa Baird
- Oregon Health & Science University & Doernbecher Children's Hospital, Portland, Oregon
| | - Jeff Murray
- Cook Children's Medical Center, Fort Worth, Texas
| | | | | | | | - Claire Sinai
- Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Karen D Wright
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Boston Children's Hospital, Boston, Massachusetts
| | - Michael Prados
- UCSF Benioff Children's Hospital & University of California San Francisco, San Francisco, California
| | - Pratiti Bandopadhayay
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Boston Children's Hospital, Boston, Massachusetts.,Broad Institute, Cambridge, Massachusetts
| | - Keith L Ligon
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Brigham and Women's Hospital, Boston, Massachusetts
| | - Mark W Kieran
- Dana-Farber Cancer Institute, Boston, Massachusetts.,Boston Children's Hospital, Boston, Massachusetts
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11
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Bandopadhayay P, Piccioni F, O'Rourke R, Ho P, Gonzalez EM, Buchan G, Qian K, Gionet G, Girard E, Coxon M, Rees MG, Brenan L, Dubois F, Shapira O, Greenwald NF, Pages M, Balboni Iniguez A, Paolella BR, Meng A, Sinai C, Roti G, Dharia NV, Creech A, Tanenbaum B, Khadka P, Tracy A, Tiv HL, Hong AL, Coy S, Rashid R, Lin JR, Cowley GS, Lam FC, Goodale A, Lee Y, Schoolcraft K, Vazquez F, Hahn WC, Tsherniak A, Bradner JE, Yaffe MB, Milde T, Pfister SM, Qi J, Schenone M, Carr SA, Ligon KL, Kieran MW, Santagata S, Olson JM, Gokhale PC, Jaffe JD, Root DE, Stegmaier K, Johannessen CM, Beroukhim R. Neuronal differentiation and cell-cycle programs mediate response to BET-bromodomain inhibition in MYC-driven medulloblastoma. Nat Commun 2019; 10:2400. [PMID: 31160565 PMCID: PMC6546744 DOI: 10.1038/s41467-019-10307-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 04/25/2019] [Indexed: 12/26/2022] Open
Abstract
BET-bromodomain inhibition (BETi) has shown pre-clinical promise for MYC-amplified medulloblastoma. However, the mechanisms for its action, and ultimately for resistance, have not been fully defined. Here, using a combination of expression profiling, genome-scale CRISPR/Cas9-mediated loss of function and ORF/cDNA driven rescue screens, and cell-based models of spontaneous resistance, we identify bHLH/homeobox transcription factors and cell-cycle regulators as key genes mediating BETi's response and resistance. Cells that acquire drug tolerance exhibit a more neuronally differentiated cell-state and expression of lineage-specific bHLH/homeobox transcription factors. However, they do not terminally differentiate, maintain expression of CCND2, and continue to cycle through S-phase. Moreover, CDK4/CDK6 inhibition delays acquisition of resistance. Therefore, our data provide insights about the mechanisms underlying BETi effects and the appearance of resistance and support the therapeutic use of combined cell-cycle inhibitors with BETi in MYC-amplified medulloblastoma.
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Affiliation(s)
- Pratiti Bandopadhayay
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | | | - Ryan O'Rourke
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Patricia Ho
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Elizabeth M Gonzalez
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Graham Buchan
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Kenin Qian
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Gabrielle Gionet
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Emily Girard
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Margo Coxon
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | | | - Lisa Brenan
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Frank Dubois
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | - Ofer Shapira
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | - Noah F Greenwald
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
- Department of Neurosurgery, Brigham and Women's Hospital, Boston, USA
| | - Melanie Pages
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Amanda Balboni Iniguez
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Brenton R Paolella
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | - Alice Meng
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - Claire Sinai
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - Giovanni Roti
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Medicine and Surgery, Hematology and BMT, University of Parma, Parma, Italy
| | - Neekesh V Dharia
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | | | | | - Prasidda Khadka
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Adam Tracy
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Hong L Tiv
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Boston, USA
| | - Andrew L Hong
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Shannon Coy
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
| | - Rumana Rashid
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, USA
| | - Jia-Ren Lin
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, USA
- Ludwig Center for Cancer Research at Harvard, Harvard Medical School, Boston, USA
| | - Glenn S Cowley
- Broad Institute of MIT and Harvard, Cambridge, USA
- Discovery Science, Janssen Research and Development (Johnson & Johnson), Spring House, PA, USA
| | - Fred C Lam
- Koch Institute for Integrative Cancer Research, MIT, Cambridge, USA
| | - Amy Goodale
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Yenarae Lee
- Broad Institute of MIT and Harvard, Cambridge, USA
| | | | | | - William C Hahn
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
- Department of Medicine, Harvard Medical School, Boston, USA
| | | | - James E Bradner
- Broad Institute of MIT and Harvard, Cambridge, USA
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
- Department of Medicine, Harvard Medical School, Boston, USA
- Novartis Institutes for Biomedical Research, Basel, Switzerland
| | - Michael B Yaffe
- Broad Institute of MIT and Harvard, Cambridge, USA
- Koch Institute for Integrative Cancer Research, MIT, Cambridge, USA
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- CCU Pediatric Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology, and Immunology, Center for Child and Adolescent Medicine, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Division of Pediatric Neuro-Oncology, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jun Qi
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, USA
| | | | | | - Keith L Ligon
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
- Department of Medicine, Harvard Medical School, Boston, USA
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, USA
- Department of Pathology, Boston Children's Hospital, Boston, USA
| | - Mark W Kieran
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | - Sandro Santagata
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
- Department of Pathology, Brigham and Women's Hospital, Boston, USA
| | - James M Olson
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA
| | - Prafulla C Gokhale
- Experimental Therapeutics Core and Belfer Center for Applied Cancer Science, Boston, USA
| | | | - David E Root
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - Kimberly Stegmaier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, USA
- Broad Institute of MIT and Harvard, Cambridge, USA
- Department of Pediatrics, Harvard Medical School, Boston, USA
| | | | - Rameen Beroukhim
- Broad Institute of MIT and Harvard, Cambridge, USA.
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, USA.
- Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA.
- Department of Medicine, Harvard Medical School, Boston, USA.
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12
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Reitman Z, Paolella B, Bergthold G, Pelton K, Becker S, Jones R, Sinai C, Malkin H, Huang Y, Grimmet L, Herbert Z, Sun Y, Weatherbee J, Qian K, Condurat AL, Alberta J, Daley J, Rozenblatt-Rozen O, Segal R, Haas-Kogan D, Filbin M, Suva M, Regev A, Stiles C, Kieran M, Goumnerova L, Ligon K, Shalek A, Beroukhim R, Bandopadhayay P. LGG-05. SINGLE CELL RNA SEQUENCING REVEALS MITOGENIC AND PROGENITOR GENE PROGRAMS IN BRAF-REARRANGED PILOCYTIC ASTROCYTOMAS. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz036.148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
| | | | | | | | | | | | | | | | - Ying Huang
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | - Yu Sun
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Kenin Qian
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | - John Daley
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | | | | | | | - Mario Suva
- Massachusetts General Hospital, Boston, MA, USA
| | - Aviv Regev
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Mark Kieran
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Keith Ligon
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Alex Shalek
- Massachusetts Institute of Technology, Boston, MA, USA
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13
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Ramkissoon SH, Bandopadhayay P, Hwang J, Ramkissoon LA, Greenwald NF, Schumacher SE, O'Rourke R, Pinches N, Ho P, Malkin H, Sinai C, Filbin M, Plant A, Bi WL, Chang MS, Yang E, Wright KD, Manley PE, Ducar M, Alexandrescu S, Lidov H, Delalle I, Goumnerova LC, Church AJ, Janeway KA, Harris MH, MacConaill LE, Folkerth RD, Lindeman NI, Stiles CD, Kieran MW, Ligon AH, Santagata S, Dubuc AM, Chi SN, Beroukhim R, Ligon KL. Clinical targeted exome-based sequencing in combination with genome-wide copy number profiling: precision medicine analysis of 203 pediatric brain tumors. Neuro Oncol 2018; 19:986-996. [PMID: 28104717 DOI: 10.1093/neuonc/now294] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background Clinical genomics platforms are needed to identify targetable alterations, but implementation of these technologies and best practices in routine clinical pediatric oncology practice are not yet well established. Methods Profile is an institution-wide prospective clinical research initiative that uses targeted sequencing to identify targetable alterations in tumors. OncoPanel, a multiplexed targeted exome-sequencing platform that includes 300 cancer-causing genes, was used to assess single nucleotide variants and rearrangements/indels. Alterations were annotated (Tiers 1-4) based on clinical significance, with Tier 1 alterations having well-established clinical utility. OncoCopy, a clinical genome-wide array comparative genomic hybridization (aCGH) assay, was also performed to evaluate copy number alterations and better define rearrangement breakpoints. Results Cancer genomes of 203 pediatric brain tumors were profiled across histological subtypes, including 117 samples analyzed by OncoPanel, 146 by OncoCopy, and 60 tumors subjected to both methodologies. OncoPanel revealed clinically relevant alterations in 56% of patients (44 cancer mutations and 20 rearrangements), including BRAF alterations that directed the use of targeted inhibitors. Rearrangements in MYB-QKI, MYBL1, BRAF, and FGFR1 were also detected. Furthermore, while copy number profiles differed across histologies, the combined use of OncoPanel and OncoCopy identified subgroup-specific alterations in 89% (17/19) of medulloblastomas. Conclusion The combination of OncoPanel and OncoCopy multiplex genomic assays can identify critical diagnostic, prognostic, and treatment-relevant alterations and represents an effective precision medicine approach for clinical evaluation of pediatric brain tumors.
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Affiliation(s)
- Shakti H Ramkissoon
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Pratiti Bandopadhayay
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Jaeho Hwang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Lori A Ramkissoon
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Noah F Greenwald
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Steven E Schumacher
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Ryan O'Rourke
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Nathan Pinches
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Patricia Ho
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Hayley Malkin
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Claire Sinai
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Mariella Filbin
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Ashley Plant
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Wenya Linda Bi
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Michael S Chang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Edward Yang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Karen D Wright
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Peter E Manley
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Matthew Ducar
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Sanda Alexandrescu
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Hart Lidov
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Ivana Delalle
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Liliana C Goumnerova
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Alanna J Church
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Katherine A Janeway
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Marian H Harris
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Laura E MacConaill
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Rebecca D Folkerth
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Neal I Lindeman
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Charles D Stiles
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Mark W Kieran
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Azra H Ligon
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Sandro Santagata
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Adrian M Dubuc
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Susan N Chi
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Rameen Beroukhim
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Keith L Ligon
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Department of Pathology, Department of Radiology, Department of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts; Department of Medical Oncology, Oncologic Pathology, Department of Pediatric Oncology, Department of Cancer Biology, Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Pathology, Department of Neurosurgery, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Pratiti Bandopadhayay, Broad Institute of MIT and Harvard, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
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14
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Filbin MG, Tirosh I, Hovestadt V, Shaw ML, Escalante LE, Mathewson ND, Neftel C, Frank N, Pelton K, Hebert CM, Haberler C, Yizhak K, Gojo J, Egervari K, Mount C, van Galen P, Bonal DM, Nguyen QD, Beck A, Sinai C, Czech T, Dorfer C, Goumnerova L, Lavarino C, Carcaboso AM, Mora J, Mylvaganam R, Luo CC, Peyrl A, Popović M, Azizi A, Batchelor TT, Frosch MP, Martinez-Lage M, Kieran MW, Bandopadhayay P, Beroukhim R, Fritsch G, Getz G, Rozenblatt-Rosen O, Wucherpfennig KW, Louis DN, Monje M, Slavc I, Ligon KL, Golub TR, Regev A, Bernstein BE, Suvà ML. Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq. Science 2018; 360:331-335. [PMID: 29674595 PMCID: PMC5949869 DOI: 10.1126/science.aao4750] [Citation(s) in RCA: 374] [Impact Index Per Article: 62.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 02/26/2018] [Indexed: 12/14/2022]
Abstract
Gliomas with histone H3 lysine27-to-methionine mutations (H3K27M-glioma) arise primarily in the midline of the central nervous system of young children, suggesting a cooperation between genetics and cellular context in tumorigenesis. Although the genetics of H3K27M-glioma are well characterized, their cellular architecture remains uncharted. We performed single-cell RNA sequencing in 3321 cells from six primary H3K27M-glioma and matched models. We found that H3K27M-glioma primarily contain cells that resemble oligodendrocyte precursor cells (OPC-like), whereas more differentiated malignant cells are a minority. OPC-like cells exhibit greater proliferation and tumor-propagating potential than their more differentiated counterparts and are at least in part sustained by PDGFRA signaling. Our study characterizes oncogenic and developmental programs in H3K27M-glioma at single-cell resolution and across genetic subclones, suggesting potential therapeutic targets in this disease.
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Affiliation(s)
- Mariella G Filbin
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Itay Tirosh
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Volker Hovestadt
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - McKenzie L Shaw
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Leah E Escalante
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Nathan D Mathewson
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - Cyril Neftel
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Institute of Pathology, Faculty of Biology and Medicine, Centre Hospitalier Universitaire Vaudois, 1011 Lausanne, Switzerland
| | - Nelli Frank
- Children's Cancer Research Institute (CCRI), St. Anna Kinderspital, Medical University of Vienna, Vienna, Austria
| | - Kristine Pelton
- Department of Oncologic Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Christine M Hebert
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | | | - Keren Yizhak
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Kristof Egervari
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Christopher Mount
- Departments of Neurology, Neurosurgery, Pediatrics, and Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Peter van Galen
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Dennis M Bonal
- Center for Biomedical Imaging in Oncology, Lurie Family Imaging Center, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Quang-De Nguyen
- Center for Biomedical Imaging in Oncology, Lurie Family Imaging Center, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Alexander Beck
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Claire Sinai
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Department of Oncologic Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Thomas Czech
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Liliana Goumnerova
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
| | - Cinzia Lavarino
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, 08950 Barcelona, Spain
| | - Angel M Carcaboso
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, 08950 Barcelona, Spain
| | - Jaume Mora
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Esplugues de Llobregat, 08950 Barcelona, Spain
| | - Ravindra Mylvaganam
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Christina C Luo
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Andreas Peyrl
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Mara Popović
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Amedeo Azizi
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Tracy T Batchelor
- Departments of Neurology and Radiation Oncology, Division of Hematology/Oncology, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, USA
| | - Matthew P Frosch
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Maria Martinez-Lage
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Mark W Kieran
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
| | - Pratiti Bandopadhayay
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Rameen Beroukhim
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Departments of Cancer Biology and Medical Oncology, Dana-Farber Cancer Institute, and Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02215, USA
| | - Gerhard Fritsch
- Children's Cancer Research Institute (CCRI), St. Anna Kinderspital, Medical University of Vienna, Vienna, Austria
| | - Gad Getz
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Orit Rozenblatt-Rosen
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Kai W Wucherpfennig
- Department of Cancer Immunology and Virology, Department of Microbiology and Immunobiology, Department of Neurology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA
| | - David N Louis
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Michelle Monje
- Departments of Neurology, Neurosurgery, Pediatrics, and Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Keith L Ligon
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Oncologic Pathology, Brigham and Women's Hospital, Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Todd R Golub
- Department of Pediatric Oncology, Dana-Farber Boston Children's Cancer and Blood Disorders Center, Boston, MA 02215, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Biology, Koch Institute for Integrative Cancer Research, Howard Hughes Medical Institute, MIT, Cambridge, MA 02139, USA
| | - Bradley E Bernstein
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Mario L Suvà
- Department of Pathology and Center for Cancer Research, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Klarman Cell Observatory, Broad Institute of Harvard and Massachussetts Institute of Technology (MIT), Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
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15
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Plant AS, Koyama S, Sinai C, Solomon IH, Griffin GK, Ligon KL, Bandopadhayay P, Betensky R, Emerson R, Dranoff G, Kieran MW, Ritz J. Immunophenotyping of pediatric brain tumors: correlating immune infiltrate with histology, mutational load, and survival and assessing clonal T cell response. J Neurooncol 2018; 137:269-278. [DOI: 10.1007/s11060-017-2737-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 12/29/2017] [Indexed: 01/07/2023]
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Robison N, Pauly J, Malvar J, Filbin M, de Mola RL, Dorris K, Bendel A, Bowers D, Bornhorst M, Gauvain K, Leary S, MacDonald T, Gardner S, Reddy A, Diaz P, Tan YJ, Sinai C, Davidson T, Ullrich N, Margol A, Dhall G, Borchert M, Ligon K, Sposto R, Kieran M. PDCT-24. A PHASE I DOSE ESCALATION TRIAL OF THE MEK1/2 INHIBITOR MEK162 (BINIMETINIB) IN CHILDREN WITH LOW-GRADE GLIOMAS AND OTHER RAS-RAF PATHWAY-ACTIVATED TUMORS: INITIAL REPORT. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox168.765] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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17
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Bandopadhayay P, Ramkissoon S, Hwang J, Ramkissoon L, Greenwald N, Schumacher S, O’Rourke R, Pinches N, Ho P, Malkin H, Sinai C, Filbin M, Plant A, Bi W, Chang M, Yang E, Wright K, Manley P, Ducar M, Alexandrescu S, Lidov H, Delalle I, Goumnerova L, Church A, Janeway K, Harris M, MacConaill L, Folkerth R, Lindeman N, Stiles C, Kieran M, Ligon A, Santagata S, Dubuc A, Chi S, Beroukhim R, Ligon K. GENE-09. PRECISION MEDICINE ANALYSIS OF 203 PEDIATRIC BRAIN TUMORS REVEALS CLINICALLY RELEVANT GENOMIC ALTERATIONS. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox083.080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Plant AS, Koyama S, Sinai C, Solomon I, Griffin G, Betensky R, Emerson R, Dranoff G, Kieran MW, Ritz J. IMMU-23. IMMUNOPHENOTYPING OF PEDIATRIC BRAIN TUMORS: CORRELATING IMMUNE INFILTRATE WITH HISTOLOGY, MUTATIONAL LOAD, AND SURVIVAL AND ASSESSING CLONAL T CELL RESPONSE. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox083.133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Plant A, Koyama S, Sinai C, Solomon I, Griffin G, Dranoff G, Kieran M, Ritz J. IMMU-08. IMMUNOPHENOTYPING OF PEDIATRIC BRAIN TUMORS: CORRELATING IMMUNE INFILTRATE WITH HISTOLOGY, MUTATIONAL LOAD, AND SURVIVAL. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox083.118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Paolella B, Bandopadhayay P, Bergthold G, Shalek A, Pelton K, Ramkissoon S, Sinai C, Malkin H, Herbert Z, Sun Y, Alberta J, Brown M, Daley J, Lazo-Kallanian S, Goumnerova L, Kieran M, Ligon K, Beroukhim R. LGG-05. SINGLE-CELL RNA SEQUENCING OF PEDIATRIC LOW-GRADE GLIOMAS REVEALS INTRATUMORAL HETEROGENEITY. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox083.138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Rao AN, Kohorst M, Warad D, Ligon K, Daniels D, Raghunathan A, Sinai C, Ligon A, Giannini C. LG-24BRAF ALTERATIONS IN PEDIATRIC PILOCYTIC ASTROCYTOMAS WITH RECURRENCES/PROGRESSION. Neuro Oncol 2016. [DOI: 10.1093/neuonc/now075.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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22
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Bandopadhayay P, Ramkissoon S, Hwang J, Ramkissoon L, Dubuc A, Schumacher S, Janeway K, Pinches N, Malkin H, Sinai C, Manley P, Wright K, Filbin M, Goumnerova L, Alexandrescu S, Harris M, Ligon A, Kieran M, Chi S, Beroukhim R, Ligon K. EPT-20CLINICAL TARGETED EXOME-BASED SEQUENCING IN COMBINATION WITH GENOME WIDE COPY NUMBER PROFILING: A CLIA CERTIFIED APPROACH FOR PRECISION MEDICINE IN 203 PEDIATRIC BRAIN TUMOR PATIENTS. Neuro Oncol 2016. [DOI: 10.1093/neuonc/now069.19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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