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Duchatel RJ, Jackson ER, Parackal SG, Kiltschewskij D, Findlay IJ, Mannan A, Staudt DE, Thomas BC, Germon ZP, Laternser S, Kearney PS, Jamaluddin MFB, Douglas AM, Beitaki T, McEwen HP, Persson ML, Hocke EA, Jain V, Aksu M, Manning EE, Murray HC, Verrills NM, Sun CX, Daniel P, Vilain RE, Skerrett-Byrne DA, Nixon B, Hua S, de Bock CE, Colino-Sanguino Y, Valdes-Mora F, Tsoli M, Ziegler DS, Cairns MJ, Raabe EH, Vitanza NA, Hulleman E, Phoenix TN, Koschmann C, Alvaro F, Dayas CV, Tinkle CL, Wheeler H, Whittle JR, Eisenstat DD, Firestein R, Mueller S, Valvi S, Hansford JR, Ashley DM, Gregory SG, Kilburn LB, Nazarian J, Cain JE, Dun MD. PI3K/mTOR is a therapeutically targetable genetic dependency in diffuse intrinsic pontine glioma. J Clin Invest 2024; 134:e170329. [PMID: 38319732 PMCID: PMC10940093 DOI: 10.1172/jci170329] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 01/11/2024] [Indexed: 02/08/2024] Open
Abstract
Diffuse midline glioma (DMG), including tumors diagnosed in the brainstem (diffuse intrinsic pontine glioma; DIPG), are uniformly fatal brain tumors that lack effective treatment. Analysis of CRISPR/Cas9 loss-of-function gene deletion screens identified PIK3CA and MTOR as targetable molecular dependencies across patient derived models of DIPG, highlighting the therapeutic potential of the blood-brain barrier-penetrant PI3K/Akt/mTOR inhibitor, paxalisib. At the human-equivalent maximum tolerated dose, mice treated with paxalisib experienced systemic glucose feedback and increased insulin levels commensurate with patients using PI3K inhibitors. To exploit genetic dependence and overcome resistance while maintaining compliance and therapeutic benefit, we combined paxalisib with the antihyperglycemic drug metformin. Metformin restored glucose homeostasis and decreased phosphorylation of the insulin receptor in vivo, a common mechanism of PI3K-inhibitor resistance, extending survival of orthotopic models. DIPG models treated with paxalisib increased calcium-activated PKC signaling. The brain penetrant PKC inhibitor enzastaurin, in combination with paxalisib, synergistically extended the survival of multiple orthotopic patient-derived and immunocompetent syngeneic allograft models; benefits potentiated in combination with metformin and standard-of-care radiotherapy. Therapeutic adaptation was assessed using spatial transcriptomics and ATAC-Seq, identifying changes in myelination and tumor immune microenvironment crosstalk. Collectively, this study has identified what we believe to be a clinically relevant DIPG therapeutic combinational strategy.
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Affiliation(s)
- Ryan J. Duchatel
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
| | - Evangeline R. Jackson
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
| | - Sarah G. Parackal
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, Victoria, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia
| | - Dylan Kiltschewskij
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Izac J. Findlay
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
| | - Abdul Mannan
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Dilana E. Staudt
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
| | - Bryce C. Thomas
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
| | - Zacary P. Germon
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Sandra Laternser
- DIPG/DMG Research Center Zurich, Children’s Research Center, Department of Pediatrics, University Children’s Hospital Zürich, Zurich, Switzerland
| | - Padraic S. Kearney
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - M. Fairuz B. Jamaluddin
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Alicia M. Douglas
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Tyrone Beitaki
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Holly P. McEwen
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Mika L. Persson
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
| | - Emily A. Hocke
- Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Vaibhav Jain
- Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Michael Aksu
- Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Elizabeth E. Manning
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Heather C. Murray
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Nicole M. Verrills
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Claire Xin Sun
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, Victoria, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia
| | - Paul Daniel
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, Victoria, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia
| | - Ricardo E. Vilain
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - David A. Skerrett-Byrne
- Infertility and Reproduction Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Brett Nixon
- Infertility and Reproduction Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
| | - Susan Hua
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Charles E. de Bock
- Children’s Cancer Institute, University of New South Wales (UNSW) Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Yolanda Colino-Sanguino
- Children’s Cancer Institute, University of New South Wales (UNSW) Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Fatima Valdes-Mora
- Children’s Cancer Institute, University of New South Wales (UNSW) Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - Maria Tsoli
- Children’s Cancer Institute, University of New South Wales (UNSW) Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, New South Wales, Australia
| | - David S. Ziegler
- Children’s Cancer Institute, University of New South Wales (UNSW) Sydney, Kensington, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Kensington, New South Wales, Australia
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick, New South Wales, Australia
| | - Murray J. Cairns
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Eric H. Raabe
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Nicholas A. Vitanza
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute, Seattle, Washington, USA
- Department of Pediatrics, Seattle Children’s Hospital, University of Washington, Seattle, Washington, USA
| | - Esther Hulleman
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
| | - Timothy N. Phoenix
- Division of Pharmaceutical Sciences, James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Carl Koschmann
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA
| | - Frank Alvaro
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- John Hunter Children’s Hospital, New Lambton Heights, New South Wales, Australia
| | - Christopher V. Dayas
- School of Biomedical Science and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
| | - Christopher L. Tinkle
- Department of Radiation Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Helen Wheeler
- Department of Radiation Oncology Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- The Brain Cancer group, St Leonards, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
| | - James R. Whittle
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Personalised Oncology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia
- Department of Medical Biology, University of Melbourne, Parkville, Victoria, Australia
| | - David D. Eisenstat
- Children’s Cancer Centre, The Royal Children’s Hospital Melbourne, Parkville, Victoria, Australia
- Neuro-Oncology Laboratory, Murdoch Children’s Research Institute, Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Ron Firestein
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, Victoria, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia
| | - Sabine Mueller
- DIPG/DMG Research Center Zurich, Children’s Research Center, Department of Pediatrics, University Children’s Hospital Zürich, Zurich, Switzerland
- Department of Neurology, Neurosurgery, and Pediatrics, University of California, San Francisco, California, USA
| | - Santosh Valvi
- Department of Paediatric and Adolescent Oncology/Haematology, Perth Children’s Hospital, Nedlands, Washington, Australia
- Brain Tumour Research Laboratory, Telethon Kids Institute, Nedlands, Washington, Australia
- Division of Paediatrics, University of Western Australia Medical School, Nedlands, Western Australia, Australia
| | - Jordan R. Hansford
- Michael Rice Centre for Hematology and Oncology, Women’s and Children’s Hospital, North Adelaide, South Australia, Australia
- South Australia Health and Medical Research Institute, Adelaide, South Australia, Australia
- South Australian Immunogenomics Cancer Institute, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
| | - David M. Ashley
- The Preston Robert Tisch Brain Tumor Center at Duke, Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | - Simon G. Gregory
- Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, North Carolina, USA
- The Preston Robert Tisch Brain Tumor Center at Duke, Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | - Lindsay B. Kilburn
- Center for Genetic Medicine Research, Children’s National Hospital, Washington, DC, USA
- The George Washington University, School of Medicine and Health Sciences, Washington, DC, USA
| | - Javad Nazarian
- DIPG/DMG Research Center Zurich, Children’s Research Center, Department of Pediatrics, University Children’s Hospital Zürich, Zurich, Switzerland
- Center for Genetic Medicine Research, Children’s National Hospital, Washington, DC, USA
- The George Washington University, School of Medicine and Health Sciences, Washington, DC, USA
| | - Jason E. Cain
- Centre for Cancer Research, Hudson Institute of Medical Research, Clayton, Victoria, Australia
- Department of Molecular and Translational Science, Monash University, Clayton, Victoria, Australia
| | - Matthew D. Dun
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, New South Wales, Australia
- Precision Medicine Research Program, Hunter Medical Research Institute, New Lambton Heights, New South Wales, Australia
- Paediatric Stream, Mark Hughes Foundation Centre for Brain Cancer Research, College of Health, Medicine, and Wellbeing, Callaghan, New South Wales, Australia
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Findlay I, Staudt D, Kearney P, McEwen H, Duchatel R, Jackson E, Beitaki T, Smith N, Vitanza N, Firestein R, Cain J, Mueller S, Pasquier E, Koschmann C, Hulleman E, Nazarian J, Hansen M, Alvaro F, Davis M, Waszak S, Dun M. CSIG-10. PHARMACO-PHOSPHO-PROTEO-GENOMICS OF PEDIATRIC HIGH-GRADE GLIOMAS – A PILOT STUDY. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac209.159] [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: 11/16/2022] Open
Abstract
Abstract
Pediatric high-grade gliomas (pHGG) are the leading cause of cancer-related death in children and young adults. Current treatment strategies are centered on maximal safe resection, followed by radiotherapy, and interrogation of the tumor genome to identify targetable mutations. Unfortunately, we are yet to see an improvement in patient outcomes with a median overall survival remaining 15-months. To improve patient outcomes, we have begun to characterize the genome, proteome, and phosphoproteome of 168 pHGGs to better understand the functional consequences of their somatic alterations as well as their influence of the tumor microenvironment. Employing a novel ‘pharmaco-phospho-proteo-genomics’ pipeline, we have analyzed pHGG cell lines and tumor tissue specimens at diagnosis, relapse (partial resection congenital glioblastoma), and autopsy. Genomic profiling was conducted utilizing the 523-gene TruSight Oncology 500 (TSO500) next-generation sequencing panel. Simultaneously, tumor proteomes and phosphoproteomes were characterized using our high-throughput global phospho-proteomic profiling technique termed pHASED (phospho Heavy-labelled-spiketide FAIMS StEpped-CV DDA). High-fidelity tumor proteomic and phospho-proteomic data were identified and compared to normal control brain samples. Across 40 pHGG samples, we identified 290 unique somatic alterations with a high predicted impact severity and quantified 7,345 unique proteins and 3,327 phosphoproteins. Gene panel sequencing of a critical pediatric glioblastoma patient sample identified 18 somatic alterations, eight of which had a high predicted impact severity, however, none were targetable. Conversely, phosphoproteomic profiling identified enriched MAPK and PRKCB signaling, relative to normal brain tissues, thereby encouraging the use of the TGA/FDA approved therapies trametinib (MAPKs) and enzastaurin (PRKCB). In vitro investigations confirmed the utility of these treatment approaches and in vivo patient derives xenograft mouse models for this sample are under investigation. This pilot study provides critical data to support the benefit of interrogating the genome, proteome, and phospho-proteome of these devastating tumours to aid in the selection/development of effective treatment strategies.
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Affiliation(s)
- Izac Findlay
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
| | - Dilana Staudt
- 1 Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
| | - Padraic Kearney
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
| | - Holly McEwen
- Cancer Signalling Research Group, School of Biomedical Sciences & Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
| | - Ryan Duchatel
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
| | - Evangeline Jackson
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
| | - Tyrone Beitaki
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine & Wellbeing, University of Newcastle , Newcastle, NSW , Australia
| | - Nathan Smith
- Analytical and Biomolecular Research Facility Advanced Mass Spectrometry Unit, University of Newcastle , Callaghan, NSW , Australia
| | - Nicholas Vitanza
- Ben Towne Center for Childhood Cancer Research, Seattle Children’s Research Institute , Seattle, WA , USA
| | - Ron Firestein
- Department of Molecular and Translational Science, Monash University , Clayton, VIC , Australia
| | - Jason Cain
- Hudson Institute of Medical Research , Clayton, VIC , Australia
| | - Sabine Mueller
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco , San Francisco, CA , USA
| | - Eddy Pasquier
- Laboratoire d’Oncologie Prédictive, CRCM, Institut Paoli-Calmettes, Aix-Marseille Université, Département d’Oncologie Médicale, Institut Paoli-Calmettes, Marseille, France , Marseille , France
| | - Carl Koschmann
- Department of Pediatrics, Michigan Medicine , Ann Arbor, MI , USA
| | - Esther Hulleman
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands , Utrecht , Netherlands
| | - Javad Nazarian
- Department of Oncology, Children’s Research Center, University Children’s Hospital Zurich, Zurich, Switzerland , Zurich , Switzerland
| | - Mitchell Hansen
- Surgical Department, John Hunter Hospital , Newcastle, NSW , Australia
| | - Frank Alvaro
- Precision Medicine Program, Hunter Medical Research Institute, New Lambton Heights, NSW , Australia
| | - Melissa Davis
- Bioinformatics Division, The Walter and Eliza Hall Institute of Medical Research , Parkville, Victoria, 3052 , Australia
| | | | - Matthew Dun
- Cancer Signalling Research Group, School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle , Callaghan, NSW , Australia
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