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Jane EP, Reslink MC, Gatesman TA, Halbert ME, Miller TA, Golbourn BJ, Casillo SM, Mullett SJ, Wendell SG, Obodo U, Mohanakrishnan D, Dange R, Michealraj A, Brenner C, Agnihotri S, Premkumar DR, Pollack IF. Targeting mitochondrial energetics reverses panobinostat- and marizomib-induced resistance in pediatric and adult high-grade gliomas. Mol Oncol 2023; 17:1821-1843. [PMID: 37014128 PMCID: PMC10483615 DOI: 10.1002/1878-0261.13427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 02/22/2023] [Accepted: 04/03/2023] [Indexed: 04/05/2023] Open
Abstract
In previous studies, we demonstrated that panobinostat, a histone deacetylase inhibitor, and bortezomib, a proteasomal inhibitor, displayed synergistic therapeutic activity against pediatric and adult high-grade gliomas. Despite the remarkable initial response to this combination, resistance emerged. Here, in this study, we aimed to investigate the molecular mechanisms underlying the anticancer effects of panobinostat and marizomib, a brain-penetrant proteasomal inhibitor, and the potential for exploitable vulnerabilities associated with acquired resistance. RNA sequencing followed by gene set enrichment analysis (GSEA) was employed to compare the molecular signatures enriched in resistant compared with drug-naïve cells. The levels of adenosine 5'-triphosphate (ATP), nicotinamide adenine dinucleotide (NAD)+ content, hexokinase activity, and tricarboxylic acid (TCA) cycle metabolites required for oxidative phosphorylation to meet their bioenergetic needs were analyzed. Here, we report that panobinostat and marizomib significantly depleted ATP and NAD+ content, increased mitochondrial permeability and reactive oxygen species generation, and promoted apoptosis in pediatric and adult glioma cell lines at initial treatment. However, resistant cells exhibited increased levels of TCA cycle metabolites, which required for oxidative phosphorylation to meet their bioenergetic needs. Therefore, we targeted glycolysis and the electron transport chain (ETC) with small molecule inhibitors, which displayed substantial efficacy, suggesting that resistant cell survival is dependent on glycolytic and ETC complexes. To verify these observations in vivo, lonidamine, an inhibitor of glycolysis and mitochondrial function, was chosen. We produced two diffuse intrinsic pontine glioma (DIPG) models, and lonidamine treatment significantly increased median survival in both models, with particularly dramatic effects in panobinostat- and marizomib-resistant cells. These data provide new insights into mechanisms of treatment resistance in gliomas.
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Affiliation(s)
- Esther P. Jane
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
| | - Matthew C. Reslink
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
| | - Taylor A. Gatesman
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
| | - Matthew E. Halbert
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
| | - Tracy A. Miller
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
| | - Brian J. Golbourn
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
| | - Stephanie M. Casillo
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
| | - Steven J. Mullett
- Department of Pharmacology and Chemical BiologyUniversity of PittsburghPAUSA
| | - Stacy G. Wendell
- Department of Pharmacology and Chemical BiologyUniversity of PittsburghPAUSA
| | - Udochukwu Obodo
- Department of Diabetes & Cancer MetabolismCity of Hope Medical CenterDuarteCAUSA
| | | | - Riya Dange
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
| | - Antony Michealraj
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
| | - Charles Brenner
- Department of Diabetes & Cancer MetabolismCity of Hope Medical CenterDuarteCAUSA
| | - Sameer Agnihotri
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
- UPMC Hillman Cancer CenterPittsburghPAUSA
| | - Daniel R. Premkumar
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
- UPMC Hillman Cancer CenterPittsburghPAUSA
| | - Ian F. Pollack
- Department of NeurosurgeryUniversity of Pittsburgh School of MedicinePAUSA
- John G. Rangos Sr. Research CenterChildren's Hospital of PittsburghPAUSA
- UPMC Hillman Cancer CenterPittsburghPAUSA
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2
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Burko P, D’Amico G, Miltykh I, Scalia F, Conway de Macario E, Macario AJL, Giglia G, Cappello F, Caruso Bavisotto C. Molecular Pathways Implicated in Radioresistance of Glioblastoma Multiforme: What Is the Role of Extracellular Vesicles? Int J Mol Sci 2023; 24:ijms24054883. [PMID: 36902314 PMCID: PMC10003080 DOI: 10.3390/ijms24054883] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 02/16/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023] Open
Abstract
Glioblastoma multiforme (GBM) is a primary brain tumor that is very aggressive, resistant to treatment, and characterized by a high degree of anaplasia and proliferation. Routine treatment includes ablative surgery, chemotherapy, and radiotherapy. However, GMB rapidly relapses and develops radioresistance. Here, we briefly review the mechanisms underpinning radioresistance and discuss research to stop it and install anti-tumor defenses. Factors that participate in radioresistance are varied and include stem cells, tumor heterogeneity, tumor microenvironment, hypoxia, metabolic reprogramming, the chaperone system, non-coding RNAs, DNA repair, and extracellular vesicles (EVs). We direct our attention toward EVs because they are emerging as promising candidates as diagnostic and prognostication tools and as the basis for developing nanodevices for delivering anti-cancer agents directly into the tumor mass. EVs are relatively easy to obtain and manipulate to endow them with the desired anti-cancer properties and to administer them using minimally invasive procedures. Thus, isolating EVs from a GBM patient, supplying them with the necessary anti-cancer agent and the capability of recognizing a specified tissue-cell target, and reinjecting them into the original donor appears, at this time, as a reachable objective of personalized medicine.
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Affiliation(s)
- Pavel Burko
- Section of Human Anatomy, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy
| | - Giuseppa D’Amico
- Section of Human Anatomy, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy
| | - Ilia Miltykh
- Department of Human Anatomy, Institute of Medicine, Penza State University, 440026 Penza, Russia
| | - Federica Scalia
- Section of Human Anatomy, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy
- Department of Microbiology and Immunology, School of Medicine, University of Maryland at Baltimore-Institute of Marine and Environmental Technology (IMET), Baltimore, MD 21202, USA
| | - Everly Conway de Macario
- Department of Microbiology and Immunology, School of Medicine, University of Maryland at Baltimore-Institute of Marine and Environmental Technology (IMET), Baltimore, MD 21202, USA
- Euro-Mediterranean Institute of Science and Technology (IEMEST), 90139 Palermo, Italy
| | - Alberto J. L. Macario
- Department of Microbiology and Immunology, School of Medicine, University of Maryland at Baltimore-Institute of Marine and Environmental Technology (IMET), Baltimore, MD 21202, USA
- Euro-Mediterranean Institute of Science and Technology (IEMEST), 90139 Palermo, Italy
| | - Giuseppe Giglia
- Euro-Mediterranean Institute of Science and Technology (IEMEST), 90139 Palermo, Italy
- Section of Human Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy
| | - Francesco Cappello
- Section of Human Anatomy, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy
- Euro-Mediterranean Institute of Science and Technology (IEMEST), 90139 Palermo, Italy
| | - Celeste Caruso Bavisotto
- Section of Human Anatomy, Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, 90133 Palermo, Italy
- Euro-Mediterranean Institute of Science and Technology (IEMEST), 90139 Palermo, Italy
- Correspondence: ; Tel.: +39-0916553501
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McCutcheon S, Spray DC. Glioblastoma-Astrocyte Connexin 43 Gap Junctions Promote Tumor Invasion. Mol Cancer Res 2022; 20:319-331. [PMID: 34654721 PMCID: PMC8816813 DOI: 10.1158/1541-7786.mcr-21-0199] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 09/07/2021] [Accepted: 10/11/2021] [Indexed: 11/16/2022]
Abstract
Glioblastoma multiforme (GBM), classified as World Health Organization grade IV astrocytoma, is the deadliest adult cancer of the central nervous system. An important contributing factor to poor survival rates in GBM is extensive invasion, which decreases the efficacy of resection and subsequent adjuvant therapies. These treatments could be markedly improved with increased resolution of the genetic and molecular initiators and effectors of invasion. Connexin 43 (Cx43) is the principal astrocytic gap junction (GJ) protein. Despite the heterogeneity of GBM, a subpopulation of cells in almost all GBM tumors express Cx43. Functional GJs between GBM cells and astrocytes at the tumor edge are of critical interest for understanding invasion. In this study, we find that both in vitro and in ex vivo slice cultures, GBM is substantially less invasive when placed in a Cx43-deficient astrocyte environment. Furthermore, when Cx43 is deleted in GBM, the invasive phenotype is recovered. These data strongly suggest that there are opposing roles for Cx43 in GBM migration. We find that Cx43 is localized to the tumor edge in our ex vivo model, suggesting that GBM-astrocyte GJ communication at the tumor border is a driving force for invasion. Finally, we find that by a Cx43-dependent mechanism, but likely not direct channel-mediated diffusion, miRNAs associated with cell-matrix adhesion are transferred from GBM to astrocytes and miR-19b promotes invasion, revealing a role for post-transcriptional manipulation of astrocytes in fostering an invasion-permissive peritumoral niche. IMPLICATIONS: Cx43-mediated communication, specifically miRNA transfer, profoundly impacts glioblastoma invasion and may enable further therapeutic insight.
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Affiliation(s)
- Sean McCutcheon
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York.
| | - David C Spray
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York
- Department of Medicine (Cardiology), Albert Einstein College of Medicine, Bronx, New York
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Lam KHB, Leon AJ, Hui W, Lee SCE, Batruch I, Faust K, Klekner A, Hutóczki G, Koritzinsky M, Richer M, Djuric U, Diamandis P. Topographic mapping of the glioblastoma proteome reveals a triple-axis model of intra-tumoral heterogeneity. Nat Commun 2022; 13:116. [PMID: 35013227 PMCID: PMC8748638 DOI: 10.1038/s41467-021-27667-w] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 12/03/2021] [Indexed: 12/12/2022] Open
Abstract
Glioblastoma is an aggressive form of brain cancer with well-established patterns of intra-tumoral heterogeneity implicated in treatment resistance and progression. While regional and single cell transcriptomic variations of glioblastoma have been recently resolved, downstream phenotype-level proteomic programs have yet to be assigned across glioblastoma's hallmark histomorphologic niches. Here, we leverage mass spectrometry to spatially align abundance levels of 4,794 proteins to distinct histologic patterns across 20 patients and propose diverse molecular programs operational within these regional tumor compartments. Using machine learning, we overlay concordant transcriptional information, and define two distinct proteogenomic programs, MYC- and KRAS-axis hereon, that cooperate with hypoxia to produce a tri-dimensional model of intra-tumoral heterogeneity. Moreover, we highlight differential drug sensitivities and relative chemoresistance in glioblastoma cell lines with enhanced KRAS programs. Importantly, these pharmacological differences are less pronounced in transcriptional glioblastoma subgroups suggesting that this model may provide insights for targeting heterogeneity and overcoming therapy resistance.
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Affiliation(s)
- K H Brian Lam
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
| | - Alberto J Leon
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada
| | - Weili Hui
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada
| | - Sandy Che-Eun Lee
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, #2374-1 King's College Circle, M5S 1A8, Canada
| | - Ihor Batruch
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario, M5G 1×5, Canada
| | - Kevin Faust
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada
- Department of Computer Science, University of Toronto, 40 St.George Street, Toronto, Ontario, M5S 2E4, Canada
| | - Almos Klekner
- Department of Neurosurgery, Faculty of Medicine, University of Debrecen, 4032, Debrecen, Hungary
| | - Gábor Hutóczki
- Department of Neurosurgery, Faculty of Medicine, University of Debrecen, 4032, Debrecen, Hungary
| | - Marianne Koritzinsky
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, #2374-1 King's College Circle, M5S 1A8, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Ontario, #504-149 College Street, M5T1P5, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
| | - Maxime Richer
- Department of Pathology, Centre Hospitalier Universitaire de Sherbrooke, 3001, 12e avenue Nord, Sherbrooke, QC, J1H 5N4, Canada
- Axe neurosciences du Centre de recherche du Centre hospitalier universitaire (CHU) de Québec-Université Laval et Département de biologie moléculaire, biochimie et pathologie de l'Université Laval, Québec, QC, G1V 4G2, Canada
| | - Ugljesa Djuric
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, M5S 1A8, Canada
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, Toronto, ON, Toronto, Ontario, M5G 2C4, Canada
| | - Phedias Diamandis
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, M5S 1A8, Canada.
- Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, 610 University Avenue, M5G 2C1, Canada.
- Institute of Medical Science, University of Toronto, Toronto, Ontario, #2374-1 King's College Circle, M5S 1A8, Canada.
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, Toronto, ON, Toronto, Ontario, M5G 2C4, Canada.
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Vitovcova B, Skarkova V, Rudolf K, Rudolf E. Biology of Glioblastoma Multiforme-Exploration of Mitotic Catastrophe as a Potential Treatment Modality. Int J Mol Sci 2020; 21:ijms21155324. [PMID: 32727112 PMCID: PMC7432846 DOI: 10.3390/ijms21155324] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 07/22/2020] [Accepted: 07/25/2020] [Indexed: 12/23/2022] Open
Abstract
Glioblastoma multiforme (GBM) represents approximately 60% of all brain tumors in adults. This malignancy shows a high biological and genetic heterogeneity associated with exceptional aggressiveness, leading to a poor survival of patients. This review provides a summary of the basic biology of GBM cells with emphasis on cell cycle and cytoskeletal apparatus of these cells, in particular microtubules. Their involvement in the important oncosuppressive process called mitotic catastrophe will next be discussed along with select examples of microtubule-targeting agents, which are currently explored in this respect such as benzimidazole carbamate compounds. Select microtubule-targeting agents, in particular benzimidazole carbamates, induce G2/M cell cycle arrest and mitotic catastrophe in tumor cells including GBM, resulting in phenotypically variable cell fates such as mitotic death or mitotic slippage with subsequent cell demise or permanent arrest leading to senescence. Their effect is coupled with low toxicity in normal cells and not developed chemoresistance. Given the lack of efficient cytostatics or modern molecular target-specific compounds in the treatment of GBM, drugs inducing mitotic catastrophe might offer a new, efficient alternative to the existing clinical management of this at present incurable malignancy.
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Xiong Z, Yang Q, Li X. Effect of intra- and inter-tumoral heterogeneity on molecular characteristics of primary IDH-wild type glioblastoma revealed by single-cell analysis. CNS Neurosci Ther 2020; 26:981-989. [PMID: 32488994 PMCID: PMC7415209 DOI: 10.1111/cns.13396] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 04/25/2020] [Accepted: 04/28/2020] [Indexed: 02/06/2023] Open
Abstract
Aims To reveal the effects of intra‐ and inter‐tumoral heterogeneity on characteristics of primary IDH‐wild type glioblastoma cells. Methods Single‐cell RNA‐seq data were acquired from the GEO database, and bulk sample transcriptome data were downloaded from the TCGA database with clinical information. Neoplastic subtype and glioma stem‐like cells (GSCs) were identified by matching 5000 random virtual samples based on ssGSEA. CNV was inferred to compare the heterogeneity among patients and subtypes by infercnv. Transition direction was inferred by RNA velocity, and lineage trajectory was inferred by monocle. Regulon network of cells was analyzed by SCENIC, and cell communication was identified by CellPhoneDB. Results Glioblastoma (GBM) cells could be divided into four subtypes by Verhaak classifier. However, classification of three subtypes (except NE subtype) was more suitable for GBM cells, and Verhaak classifier has difficulty in distinguishing GSCs. GBM heterogeneity and GBM cells’ regulon network were mainly influenced by inter‐tumoral heterogeneity. Within the same patient, different subclones exist in the same subtype of cells whose transition direction could be predicted by regulon similarity. Apart from inter‐tumoral heterogeneity, different subtype of cells share common subtype‐specific cell‐cell communications. Conclusions Inter‐tumoral heterogeneity contributes mainly to GBM heterogeneity and cell molecular characteristics. However, the same subtype of cells shared cell communication similarities.
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Affiliation(s)
- Zujian Xiong
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Xiangya School of Medicine, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
| | - Qi Yang
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
| | - Xuejun Li
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, China.,Hunan International Scientific and Technological Cooperation Base of Brain Tumor Research, Xiangya Hospital, Central South University, Changsha, China
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Degl’Innocenti A, di Leo N, Ciofani G. Genetic Hallmarks and Heterogeneity of Glioblastoma in the Single-Cell Omics Era. ADVANCED THERAPEUTICS 2020; 3:1900152. [PMID: 31942443 PMCID: PMC6962053 DOI: 10.1002/adtp.201900152] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Indexed: 01/14/2023]
Abstract
Glioblastoma multiforme is the most common and aggressive malignant primary brain tumor. As implied by its name, the disease displays impressive intrinsic heterogeneity. Among other complications, inter- and intratumoral diversity hamper glioblastoma research and therapy, typically leaving patients with little hope for long-term survival. Extensive genetic analyses, including omics, characterize several recurrent mutations. However, confounding factors mask crucial aspects of the pathology to conventional bulk approaches. In recent years, single-cell omics have made their first appearance in cancer research, and the methodology is about to reach its full potential for glioblastoma too. Here, recent glioblastoma single-cell omics investigations are reviewed, and most promising routes toward less grim prognoses and more efficient therapeutics are discussed.
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Affiliation(s)
- Andrea Degl’Innocenti
- Istituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Pisa, Italy
| | - Nicoletta di Leo
- Istituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Pisa, Italy; Scuola Superiore Sant’Anna, The Biorobotics Institute, Viale Rinaldo Piaggio 34, 56025 Pontedera, Pisa, Italy
| | - Gianni Ciofani
- Istituto Italiano di Tecnologia, Smart Bio-Interfaces, Viale Rinaldo Piaggio 34, 56025 Pontedera, Pisa, Italy; Politecnico di Torino, Department of Mechanical and Aerospace Engineering, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
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8
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Zusman E, Sidorov M, Ayala A, Chang J, Singer E, Chen M, Desprez PY, McAllister S, Salomonis N, Chetal K, Prasad G, Kang T, Mark J, Dickinson L, Soroceanu L. Tissues Harvested Using an Automated Surgical Approach Confirm Molecular Heterogeneity of Glioblastoma and Enhance Specimen's Translational Research Value. Front Oncol 2019; 9:1119. [PMID: 31750239 PMCID: PMC6843001 DOI: 10.3389/fonc.2019.01119] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Accepted: 10/08/2019] [Indexed: 12/19/2022] Open
Abstract
Glioblastoma (GBM) is the most aggressive primary brain tumor in adults. Designing effective individualized therapies for GBM requires quality fresh tissue specimens, and a comprehensive molecular profile of this highly heterogenous neoplasm. Novel neuro-surgical approaches, such as the automated resection NICO Myriad™ system, are increasingly used by neurosurgeons to better reach the invasive front of tumors. However, no information exists on how harvesting GBM tissue using this approach may impact the translational research value of the sample. Here, we set out to characterize matched specimens from 15 patients, where one tissue sample was obtained using traditional tumor de-bulking (herein referred to as “en bloc” sample), and the other sample was obtained using the MyriadTM System (herein referred to as “Myriad” sample). We investigated the fidelity of patient derived xenografts (PDXs) for each sample type to the corresponding human tissues and evaluated the added value of sequencing both samples for each patient. Matched en bloc and Myriad samples processed in parallel, were subjected to the following assays: cell viability, self-renewal, in vivo tumorigenicity using an orthotopic model of glioma, genomic sequencing, and pharmacological testing using PI3K-MTOR pathway inhibitors. Our results demonstrate that primary GBM cultures derived from matched specimens grew at similar rates (correlation coefficient R = 0.72), generated equivalent number of neurospheres, and had equivalent tumorigenic potential in vivo (mouse survival correlation coefficient R = 0.93). DNA Sequencing using the Illumina tumor panel amplicons revealed over 70% concordance in non-synonymous mutations between matched human GBM specimens. PDX genomic profiles were also highly concordant with the corresponding patient tissues (>70%). RNA sequencing of paired GBM samples revealed unique genomic variants and differential gene expression between the en bloc and Myriad specimens, with the former molecularly resembling the “tumor core” and the latter resembling the “invasive tumor front” signature. Functionally, we show that primary-derived GBM cells—obtained after fresh specimen's dissociation—are more effectively growth-inhibited by co-targeting non-overlapping mutations enriched in each sample type, suggesting that profiling both specimens more adequately capture the molecular heterogeneity of GBM and may enhance the design accuracy and efficacy of individualized therapies.
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Affiliation(s)
- Edie Zusman
- NorthBay Medical Center, Fairfield, CA, United States
| | - Maxim Sidorov
- California Pacific Medical Center (CPMC) Research Institute, San Francisco, CA, United States
| | - Alexandria Ayala
- Pacific Brain and Spine Medical Group, Eden Medical Center-Sutter Research, Castro Valley, CA, United States
| | - Jimmin Chang
- Pacific Brain and Spine Medical Group, Eden Medical Center-Sutter Research, Castro Valley, CA, United States
| | - Eric Singer
- California Pacific Medical Center (CPMC) Research Institute, San Francisco, CA, United States
| | - Michelle Chen
- California Pacific Medical Center (CPMC) Research Institute, San Francisco, CA, United States
| | - Pierre-Yves Desprez
- California Pacific Medical Center (CPMC) Research Institute, San Francisco, CA, United States
| | - Sean McAllister
- California Pacific Medical Center (CPMC) Research Institute, San Francisco, CA, United States
| | - Nathan Salomonis
- Cincinnati Children's Hospital Medical Center (CCHMC) Biomedical Informatics, Cincinnati, OH, United States
| | - Kashish Chetal
- Cincinnati Children's Hospital Medical Center (CCHMC) Biomedical Informatics, Cincinnati, OH, United States
| | - Gautam Prasad
- Pacific Brain and Spine Medical Group, Eden Medical Center-Sutter Research, Castro Valley, CA, United States
| | - Tyler Kang
- Pacific Brain and Spine Medical Group, Eden Medical Center-Sutter Research, Castro Valley, CA, United States
| | - Joseph Mark
- NICO Corporation, Indianapolis, IN, United States
| | - Lawrence Dickinson
- Pacific Brain and Spine Medical Group, Eden Medical Center-Sutter Research, Castro Valley, CA, United States
| | - Liliana Soroceanu
- California Pacific Medical Center (CPMC) Research Institute, San Francisco, CA, United States
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9
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Martikainen M, Essand M. Virus-Based Immunotherapy of Glioblastoma. Cancers (Basel) 2019; 11:E186. [PMID: 30764570 PMCID: PMC6407011 DOI: 10.3390/cancers11020186] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/01/2019] [Accepted: 02/02/2019] [Indexed: 02/07/2023] Open
Abstract
Glioblastoma (GBM) is the most common type of primary brain tumor in adults. Despite recent advances in cancer therapy, including the breakthrough of immunotherapy, the prognosis of GBM patients remains dismal. One of the new promising ways to therapeutically tackle the immunosuppressive GBM microenvironment is the use of engineered viruses that kill tumor cells via direct oncolysis and via stimulation of antitumor immune responses. In this review, we focus on recently published results of phase I/II clinical trials with different oncolytic viruses and the new interesting findings in preclinical models. From syngeneic preclinical GBM models, it seems evident that oncolytic virus-mediated destruction of GBM tissue coupled with strong adjuvant effect, provided by the robust stimulation of innate antiviral immune responses and adaptive anti-tumor T cell responses, can be harnessed as potent immunotherapy against GBM. Although clinical testing of oncolytic viruses against GBM is at an early stage, the promising results from these trials give hope for the effective treatment of GBM in the near future.
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Affiliation(s)
- Miika Martikainen
- Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, 75185 Uppsala, Sweden.
| | - Magnus Essand
- Department of Immunology, Genetics, and Pathology, Science for Life Laboratory, Uppsala University, 75185 Uppsala, Sweden.
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