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Golebiewska A, Hau AC, Oudin A, Stieber D, Yabo YA, Baus V, Barthelemy V, Klein E, Bougnaud S, Keunen O, Wantz M, Michelucci A, Neirinckx V, Muller A, Kaoma T, Nazarov PV, Azuaje F, De Falco A, Flies B, Richart L, Poovathingal S, Arns T, Grzyb K, Mock A, Herold-Mende C, Steino A, Brown D, May P, Miletic H, Malta TM, Noushmehr H, Kwon YJ, Jahn W, Klink B, Tanner G, Stead LF, Mittelbronn M, Skupin A, Hertel F, Bjerkvig R, Niclou SP. Patient-derived organoids and orthotopic xenografts of primary and recurrent gliomas represent relevant patient avatars for precision oncology. Acta Neuropathol 2020; 140:919-949. [PMID: 33009951 PMCID: PMC7666297 DOI: 10.1007/s00401-020-02226-7] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [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: 07/30/2020] [Revised: 09/11/2020] [Accepted: 09/12/2020] [Indexed: 11/29/2022]
Abstract
Patient-based cancer models are essential tools for studying tumor biology and for the assessment of drug responses in a translational context. We report the establishment a large cohort of unique organoids and patient-derived orthotopic xenografts (PDOX) of various glioma subtypes, including gliomas with mutations in IDH1, and paired longitudinal PDOX from primary and recurrent tumors of the same patient. We show that glioma PDOXs enable long-term propagation of patient tumors and represent clinically relevant patient avatars that retain histopathological, genetic, epigenetic, and transcriptomic features of parental tumors. We find no evidence of mouse-specific clonal evolution in glioma PDOXs. Our cohort captures individual molecular genotypes for precision medicine including mutations in IDH1, ATRX, TP53, MDM2/4, amplification of EGFR, PDGFRA, MET, CDK4/6, MDM2/4, and deletion of CDKN2A/B, PTCH, and PTEN. Matched longitudinal PDOX recapitulate the limited genetic evolution of gliomas observed in patients following treatment. At the histological level, we observe increased vascularization in the rat host as compared to mice. PDOX-derived standardized glioma organoids are amenable to high-throughput drug screens that can be validated in mice. We show clinically relevant responses to temozolomide (TMZ) and to targeted treatments, such as EGFR and CDK4/6 inhibitors in (epi)genetically defined subgroups, according to MGMT promoter and EGFR/CDK status, respectively. Dianhydrogalactitol (VAL-083), a promising bifunctional alkylating agent in the current clinical trial, displayed high therapeutic efficacy, and was able to overcome TMZ resistance in glioblastoma. Our work underscores the clinical relevance of glioma organoids and PDOX models for translational research and personalized treatment studies and represents a unique publicly available resource for precision oncology.
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Affiliation(s)
- Anna Golebiewska
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Ann-Christin Hau
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Anaïs Oudin
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Daniel Stieber
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
- National Center of Genetics, Laboratoire National de Santé, 3555, Dudelange, Luxembourg
| | - Yahaya A Yabo
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Virginie Baus
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Vanessa Barthelemy
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Eliane Klein
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Sébastien Bougnaud
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Olivier Keunen
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
- Quantitative Biology Unit, Luxembourg Institute of Health, 1445, Strassen, Luxembourg
| | - May Wantz
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Alessandro Michelucci
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
- Neuro-Immunology Group, Department of Oncology, Luxembourg Institute of Health, 1526, Luxembourg, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Virginie Neirinckx
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
| | - Arnaud Muller
- Quantitative Biology Unit, Luxembourg Institute of Health, 1445, Strassen, Luxembourg
| | - Tony Kaoma
- Quantitative Biology Unit, Luxembourg Institute of Health, 1445, Strassen, Luxembourg
| | - Petr V Nazarov
- Quantitative Biology Unit, Luxembourg Institute of Health, 1445, Strassen, Luxembourg
| | - Francisco Azuaje
- Quantitative Biology Unit, Luxembourg Institute of Health, 1445, Strassen, Luxembourg
| | - Alfonso De Falco
- National Center of Genetics, Laboratoire National de Santé, 3555, Dudelange, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, 4367, Belvaux, Luxembourg
- Luxembourg Center of Neuropathology, Luxembourg, Luxembourg
| | - Ben Flies
- National Center of Genetics, Laboratoire National de Santé, 3555, Dudelange, Luxembourg
| | - Lorraine Richart
- Faculty of Science, Technology and Medicine, University of Luxembourg, 4367, Belvaux, Luxembourg
- Luxembourg Center of Neuropathology, Luxembourg, Luxembourg
- National Center of Pathology, Laboratoire National de Santé, 3555, Dudelange, Luxembourg
- Department of Oncology, Luxembourg Institute of Health, 1526, Luxembourg, Luxembourg
| | - Suresh Poovathingal
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Thais Arns
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Kamil Grzyb
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Andreas Mock
- Division of Experimental Neurosurgery, Department of Neurosurgery, University of Heidelberg, 69120, Heidelberg, Germany
- Department of Medical Oncology, National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg University Hospital, 69120, Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, 69120, Heidelberg, Germany
- German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
| | - Christel Herold-Mende
- Division of Experimental Neurosurgery, Department of Neurosurgery, University of Heidelberg, 69120, Heidelberg, Germany
| | - Anne Steino
- DelMar Pharmaceuticals, Inc., Vancouver, BC, Canada
- DelMar Pharmaceuticals, Inc., Menlo Park, CA, USA
| | - Dennis Brown
- DelMar Pharmaceuticals, Inc., Vancouver, BC, Canada
- DelMar Pharmaceuticals, Inc., Menlo Park, CA, USA
| | - Patrick May
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Hrvoje Miletic
- Department of Biomedicine, University of Bergen, 5019, Bergen, Norway
- Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Tathiane M Malta
- Department of Neurosurgery, Henry Ford Health System, Detroit, MI, 48202, USA
| | - Houtan Noushmehr
- Department of Neurosurgery, Henry Ford Health System, Detroit, MI, 48202, USA
| | - Yong-Jun Kwon
- Department of Oncology, Luxembourg Institute of Health, 1526, Luxembourg, Luxembourg
| | - Winnie Jahn
- German Cancer Consortium (DKTK), 01307, Dresden, Germany
- Core Unit for Molecular Tumor Diagnostics (CMTD), National Center for Tumor Diseases (NCT), 01307, Dresden, Germany
| | - Barbara Klink
- National Center of Genetics, Laboratoire National de Santé, 3555, Dudelange, Luxembourg
- Department of Oncology, Luxembourg Institute of Health, 1526, Luxembourg, Luxembourg
- German Cancer Consortium (DKTK), 01307, Dresden, Germany
- Core Unit for Molecular Tumor Diagnostics (CMTD), National Center for Tumor Diseases (NCT), 01307, Dresden, Germany
- Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Georgette Tanner
- Leeds Institute of Medical Research at St James's, St James's University Hospital, Leeds, UK
| | - Lucy F Stead
- Leeds Institute of Medical Research at St James's, St James's University Hospital, Leeds, UK
| | - Michel Mittelbronn
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
- Luxembourg Center of Neuropathology, Luxembourg, Luxembourg
- National Center of Pathology, Laboratoire National de Santé, 3555, Dudelange, Luxembourg
- Department of Oncology, Luxembourg Institute of Health, 1526, Luxembourg, Luxembourg
| | - Alexander Skupin
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
| | - Frank Hertel
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 4367, Belvaux, Luxembourg
- Department of Neurosurgery, Centre Hospitalier Luxembourg, 1210, Luxembourg, Luxembourg
| | - Rolf Bjerkvig
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg
- Department of Biomedicine, University of Bergen, 5019, Bergen, Norway
| | - Simone P Niclou
- NORLUX Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, 84, Val Fleuri, 1526, Luxembourg, Luxembourg.
- Department of Biomedicine, University of Bergen, 5019, Bergen, Norway.
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Hau AC, Houben L, Klein E, Oudin A, Stieber D, Flies B, Kaoma T, Azuaje F, Fritah S, Bjerkvig R, Mittelbronn M, Hertel F, Golebiewska A, Niclou S. GENE-02. ESTABLISHING PERSONALIZED TREATMENT OPTIONS FOR RECURRENT HIGH-GRADE GLIOMAS. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz175.404] [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
BACKGROUND
High grade glioma (HGG) patients develop resistance to standard treatment leading to disease progression and limited life expectancy. Recent advances in the molecular characterisation of treatment-naïve HGGs based on next generation sequencing and DNA methylation analyses have led to a better delineation of HGG-subtypes and identification of distinct genomic abnormalities opening opportunities for personalized treatment strategies.
METHODS
We collected 300 fresh glioma specimen with approximately 100 longitudinal samples of initial and recurrent tumors from 43 matched patients. We succeeded in generating a live-biobank of HGG patient-derived orthotopic xenografts (PDOX) and 3D tumor organoids that neatly recapitulates the mutational spectrum including structural DNA variations and methylation-based subtypes of gliomas. A highlight is the generation of 19 PDOXs of paired initial and relapse HGGs from 9 glioma patients, enabling high-throughput drug screens. We performed comprehensive molecular profiling using arrayCGH, DNA-methylation and targeted DNA sequencing on patient specimen and their derivatives, 3D tumor organoids and PDOXs.
RESULTS
Detailed analysis of the paired longitudinal samples indicated that PDOXs closely recapitulate the evolutionary trajectory of the parental tumors. Furthermore, targeted genomic sequencing of paired HGGs suggests that relapse tumors also accumulate somatic mutations in epigenetic effectors. Based on patient-derived material we carried out drug response screening on 3D tumor organoids using a compound library matching the majority of genes that were assessed with targeted sequencing. Differential drug responses between initial and recurrent tumors were observed and the prevailing primary drug response profiles were essentially recapitulad in the relapse setting.
CONCLUSIONS
Response assessment of treatment-naïve gliomas and their recurrences provides crucial information on the differential sensitivity between initial and relapsed HGGs and offers novel personalized therapeutic options for the relapse setting. Furthermore, in depth correlation of the profiled somatic molecular landscape with drug response will enable pharmacogenomic predictions of potential inhibitors in the clinical setting.
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Affiliation(s)
- Ann-Christin Hau
- NorLux Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Linsey Houben
- National Center of Genetics, Laboratoire National de Sante, Luxembourg, Luxembourg
| | - Eliane Klein
- NorLux Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Anais Oudin
- NorLux Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Daniel Stieber
- National Center of Genetics, Laboratoire National de Sante, Luxembourg, Luxembourg
| | - Ben Flies
- National Center of Genetics, Laboratoire National de Sante, Luxembourg, Luxembourg
| | - Tony Kaoma
- Bioinformatics Platform, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Fransisco Azuaje
- Bioinformatics Platform, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Sabrina Fritah
- NorLux Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Rolf Bjerkvig
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Michel Mittelbronn
- National Center of Pathology, Laboratoire National de Sante, Luxembourg, Luxembourg
| | - Frank Hertel
- Neurosurgery Department, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - Anna Golebiewska
- NorLux Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Simone Niclou
- NorLux Neuro-Oncology Laboratory, Luxembourg Institute of Health, Luxembourg, Luxembourg
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Hau A, Houben L, Klein E, Oudin A, Stieber D, Flies B, Kaoma T, Azuaje F, Fritah S, Bjerkvig R, Hertel F, Mittelbronn M, Golebiewska A, Niclou SP. OS12.2 Targeting epigenetic pathways in the treatment of recurrent high-grade glioma. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz126.074] [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: 11/15/2022] Open
Abstract
Abstract
BACKGROUND
High grade glioma (HGG) patients develop resistance to standard treatment leading to disease progression and limited life expectancy. Advances in the molecular characterisation of treatment-naïve HGGs based on next-generation sequencing and DNA methylation analyses have led to a better delineation of HGG subtypes and the identification of distinct genomic abnormalities. Furthermore, using large patient cohorts of longitudinal tumor samples, comprehensive genomic profiling studies emerged to investigate therapy-associated evolution of gliomas. All together, those studies point out the need for personalised treatment strategies, where applied drugs will be adapted to the unique patient-specific genetic abnormalities.
MATERIAL AND METHODS
We collected fresh samples of more than 800 brain tumors containing almost 300 glioma specimen with approximately 100 longitudinal samples of initial and recurrent tumors from 43 matched patients. By now, we have successfully established 34 patient-derived orthotopic xenografts (PDOXs) in mice. We performed comprehensive molecular profiling using array comparative genomic hybridisation, DNA methylation analysis and targeted DNA sequencing on patient specimen and their derivatives such as 3D tumor organoids and PDOXs. The custom-design sequencing panel comprises 234 genes that reflect both established genetic identifiers for individual glioma subtype classification and novel genes encoding mainly epigenetic effector genes. Based on patient-derived material we carried out drug response screening on 3D tumor organoids using a compound library matching the majority of genes that were assessed by targeted sequencing.
RESULTS
We succeeded in generating a live biobank of HGG patient-derived xenografts and 3D organoids that neatly recapitulates the mutational spectrum including structural DNA variation and methylation-based subtypes of gliomas. A highlight is the generation of 19 PDOXs of paired initial and relapse HGGs from a total of 9 glioma patients. A detailed analysis of the paired longitudinal samples indicated that PDOX models closely recapitulate the evolutionary trajectory of the parental tumors. Targeted sequencing of longitudinal HGG PDOXs suggests that relapse tumors accumulate somatic mutations in epigenetic effectors compared with the Initial. Differential drug responses between initial and relapse tumors were observed after screening of in vitro 3D tumor organoids.
CONCLUSION
Response assessment of naïve initial gliomas and recurrences provides crucial information on the differential sensitivity between initial and relapsed HGGs and offers novel personalised therapeutic options in the relapse setting. Furthermore, in depth correlation of the profiled somatic molecular landscape with drug response will enable pharmacogenomic predictions of potential inhibitors in the clinical setting.
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Affiliation(s)
- A Hau
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - L Houben
- National Center of Genetics, Laboratoire national de santé, Dudelange, Luxembourg
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - E Klein
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - A Oudin
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - D Stieber
- National Center of Genetics, Laboratoire national de santé, Dudelange, Luxembourg
| | - B Flies
- National Center of Genetics, Laboratoire national de santé, Dudelange, Luxembourg
| | - T Kaoma
- Bioinformatics platform, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - F Azuaje
- Bioinformatics platform, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - S Fritah
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - R Bjerkvig
- Department of Biomedicine, University of Bergen, Bergen, Norway
| | - F Hertel
- Neurosurgery Department, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - M Mittelbronn
- National Center of Pathology, Laboratoire national de santé, Dudelange, Luxembourg
| | - A Golebiewska
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - S P Niclou
- NorLux Neuro-Oncology Laboratory, Department of Oncology, Luxembourg Institute of Health, Luxembourg, Luxembourg
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