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Asghari M, Ivetich SD, Aslan MK, Aramesh M, Melkonyan O, Meng Y, Xu R, Colombo M, Weiss T, Balabanov S, Stavrakis S, deMello AJ. Real-time viscoelastic deformability cytometry: High-throughput mechanical phenotyping of liquid and solid biopsies. SCIENCE ADVANCES 2024; 10:eabj1133. [PMID: 39630916 PMCID: PMC11616701 DOI: 10.1126/sciadv.abj1133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 10/31/2024] [Indexed: 12/07/2024]
Abstract
In principle, the measurement of mechanical property differences between cancer cells and their benign counterparts enables the detection, diagnosis, and classification of diseases. Despite the existence of various mechanophenotyping methods, the ability to perform high-throughput single-cell deformability measurements on liquid and/or solid tissue biopsies remains an unmet challenge within clinical settings. To address this issue, we present an ultrahigh-throughput viscoelastic microfluidic platform able to measure the mechanical properties of single cells at rates of up to 100,000 cells per second (and up to 10,000 cells per second in real time). To showcase the utility of the presented platform in clinical scenarios, we perform single-cell phenotyping of both liquid and solid tumor biopsies, cytoskeletal drug analysis, and identification of malignant lymphocytes in peripheral blood samples. Our viscoelastic microfluidic methodology offers opportunities for high-throughput, label-free single-cell analysis, with diverse applications in clinical diagnostics and personalized medicine.
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Affiliation(s)
- Mohammad Asghari
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | | | - Mahmut Kamil Aslan
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Morteza Aramesh
- Department of Materials Science and Engineering, Uppsala University, Uppsala, Sweden
- Department of Information Technology and Electrical Engineering, ETH Zürich, 8092 Zürich, Switzerland
| | - Oleksandr Melkonyan
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Yingchao Meng
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Rong Xu
- Department of Neurology, University Hospital Zürich, 8091 Zürich, Switzerland
- Clinical Neuroscience Center, University of Zürich, 8091 Zürich, Switzerland
| | - Monika Colombo
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
- Department of Mechanical and Production Engineering, Aarhus University, Aarhus, Denmark
| | - Tobias Weiss
- Department of Neurology, University Hospital Zürich, 8091 Zürich, Switzerland
- Clinical Neuroscience Center, University of Zürich, 8091 Zürich, Switzerland
| | - Stefan Balabanov
- Clinic for Medical Oncology and Hematology, University Hospital Zürich, 8091 Zürich, Switzerland
- University Center for Laboratory Medicine and Pathology, University Hospital Zürich, 8091 Zürich, Switzerland
| | - Stavros Stavrakis
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Andew J. deMello
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
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Antipova O, Moiseenko V, Dzarieva F, Savchenko E, Pronin I, Pavlova G, Kopylov A. Varieties of interactions of anti-CD133 aptamers with cell cultures from patient glioblastoma. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2024; 29:100195. [PMID: 39550895 DOI: 10.1016/j.slasd.2024.100195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 10/20/2024] [Accepted: 11/07/2024] [Indexed: 11/19/2024]
Abstract
Development of aptatheranostics for glioblastoma (GB) requires investigating aptamer interactions with cells. The paper has described flow cytometry (FC) assessment of direct interactions of fluorescent anti-CD133 aptamers with cells, focusing on cell cultures derived from patient GB (CCPGB). Conventional cell lines with different levels of CD133 mRNA, Caco-2 and HCT116, were used to compare interactions with known 2'FY-RNA aptamer A15 and DNA aptamers of Ap and Cs series, labeled with FAM and Cy5. In addition, interactions of certain non-aptameric oligonucleotides were studied. In the case of antibody interactions with cells, FC signals, mean fluorescence intensities (MFIs), correlated with sizable amounts of CD133 mRNA in Caco-2 cells, and CCPGBs 107 and G01. Unexpectedly, MFI per se could not be the solid indicator of specific interactions of aptamer - CD133/cell. Instead, two types of interactions, target CD133-driven and off-target membrane-associated ones, contribute to MFI. The latter was notably observed for CCPGB Sus/fP2 with tiny CD133 mRNA amount. To prove specificity of aptamer - CD133/cell interactions, titration experiments have been performed, revealing half-saturation concentrations of 120±27 for 2'FY-RNA A15 and 180±12 for DNA Cs5 with Caco-2 cells. This knowledge is an essential step to develop aptatheranostics for GB.
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Affiliation(s)
- Olga Antipova
- Lomonosov Moscow State University, Moscow, Russia; N.N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Health, Moscow, Russia
| | - Valeria Moiseenko
- Lomonosov Moscow State University, Moscow, Russia; N.N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Health, Moscow, Russia
| | - Fatima Dzarieva
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow, Russia
| | - Ekaterina Savchenko
- N.N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Health, Moscow, Russia
| | - Igor Pronin
- N.N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Health, Moscow, Russia
| | - Galina Pavlova
- N.N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Health, Moscow, Russia; Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow, Russia
| | - Alexey Kopylov
- Lomonosov Moscow State University, Moscow, Russia; N.N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Health, Moscow, Russia.
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3
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Messé M, Bernhard C, Foppolo S, Thomas L, Marchand P, Herold-Mende C, Idbaih A, Kessler H, Etienne-Selloum N, Ochoa C, Tambar UK, Elati M, Laquerriere P, Entz-Werle N, Martin S, Reita D, Dontenwill M. Hypoxia-driven heterogeneous expression of α5 integrin in glioblastoma stem cells is linked to HIF-2α. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167471. [PMID: 39154793 DOI: 10.1016/j.bbadis.2024.167471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 07/27/2024] [Accepted: 08/12/2024] [Indexed: 08/20/2024]
Abstract
Despite numerous molecular targeted therapies tested in glioblastoma (GBM), no significant progress in patient survival has been achieved in the last 20 years in the overall population of GBM patients except with TTfield setup associated with the standard of care chemoradiotherapy. Therapy resistance is associated with target expression heterogeneity and plasticity between tumors and in tumor niches. We focused on α5 integrin implicated in aggressive GBM in preclinical and clinical samples. To address the characteristics of α5 integrin heterogeneity we started with patient data indicating that elevated levels of its mRNA are related to hypoxia pathways. We turned on glioma stem cells which are considered at the apex of tumor formation and recurrence but also as they localize in hypoxic niches. We demonstrated that α5 integrin expression is stem cell line dependent and is modulated positively by hypoxia in vitro. Importantly, heterogeneity of expression is conserved in in vivo stem cell-derived mice xenografts. In hypoxic niches, HIF-2α is preferentially implicated in α5 integrin expression which confers migratory capacity to GBM stem cells. Hence combining HIF-2α and α5 integrin inhibitors resulted in proliferation and migration impairment of α5 integrin expressing cells. Stabilization of HIF-2α is however not sufficient to control integrin α5 expression. Our results show that AHR (aryl hydrocarbon receptor) expression is inversely related to HIF-2α and α5 integrin expressions suggesting a functional competition between the two transcription factors. Collectively, data confirm the high heterogeneity of a GBM therapeutic target, its induction in hypoxic niches by HIF-2α and suggest a new way to attack molecularly defined GBM stem cells.
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Affiliation(s)
- Mélissa Messé
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France; UMR7178 CNRS, Hubert Curien Multidisciplinary Institute, Strasbourg University, 67000 Strasbourg, France
| | - Chloé Bernhard
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France
| | - Sophie Foppolo
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France
| | - Lionel Thomas
- UMR7178 CNRS, Hubert Curien Multidisciplinary Institute, Strasbourg University, 67000 Strasbourg, France
| | - Patrice Marchand
- UMR7178 CNRS, Hubert Curien Multidisciplinary Institute, Strasbourg University, 67000 Strasbourg, France
| | - Christel Herold-Mende
- Division of Neurosurgical Research, Department of Neurosurgery, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Ahmed Idbaih
- Sorbonne University, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, F-75013 Paris, France
| | - Horst Kessler
- Institute for Advanced Study, Department Chemie, Technical University Munich (TUM), Lichtenbergstr. 4, 85747 Garching, Germany
| | - Nelly Etienne-Selloum
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France; Pharmacy department, Institut de Cancérologie Strasbourg Europe (ICANS), 67200 Strasbourg, France
| | - Charles Ochoa
- Department of Biochemistry, The University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Boulevard, Dallas, TX 75390-9038, United States
| | - Uttam K Tambar
- Department of Biochemistry, The University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Boulevard, Dallas, TX 75390-9038, United States
| | - Mohamed Elati
- Univ. Lille, CNRS, Inserm, CHU Lille, UMR9020-U1277 - CANTHER - Cancer Heterogeneity Plasticity and Resistance to Therapies, Lille F-59000, France
| | - Patrice Laquerriere
- UMR7178 CNRS, Hubert Curien Multidisciplinary Institute, Strasbourg University, 67000 Strasbourg, France
| | - Natacha Entz-Werle
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France; Pédiatrie Onco-Hématologie-Pédiatrie III, Strasbourg University Hospital, 67091 Strasbourg, France
| | - Sophie Martin
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France
| | - Damien Reita
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France; Department of Cancer Molecular Genetics, Laboratory of Biochemistry and Molecular Biology, University Hospital of Strasbourg, 67200 Strasbourg, France
| | - Monique Dontenwill
- UMR7021 CNRS, Tumoral Signaling and Therapeutic Targets, Strasbourg University, Faculty of Pharmacy, Illkirch, France.
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Liang J, He P. A reference for selecting an appropriate method for generating glioblastoma organoids from the application perspective. Discov Oncol 2024; 15:459. [PMID: 39292297 PMCID: PMC11411047 DOI: 10.1007/s12672-024-01346-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 09/12/2024] [Indexed: 09/19/2024] Open
Abstract
Glioblastoma organoids (GBOs) serve as a powerful and reliable tool to study glioblastoma stem cells (GSCs) and glioblastoma (GBM). GBOs can be derived from different materials using different methods. To identify the predominant generation methods and the most applications of GBOs, we searched four databases (PubMed, Embase, Web of Science, and Wiley Online Laboratory) from August 2021 to August 2023. After screening, 42 out of 295 articles were included and analyzed. GBOs in these articles were generated using only one material, such as tumor tissues, tumor cells, and gene-edited multifunctional stem cells, or simultaneously using two materials, such as tumor cells and normal organoids. Methodologically, direct cultivation of GBM cells or tissues was the most commonly used method to generate GBOs. Embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs) were the frequently used multifunctional stem cells to generate GBOs by simultaneously silencing P53, NF1, and PTEN using CRISPR/Cas9. In terms of applications, GBOs generated by direct cultivation of GBM tissue had the most applications, including molecular mechanisms, therapy, and culture technique. This review provides a theoretical reference for selecting an appropriate method to generate GBOs when studying GSCs and GBM.
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Affiliation(s)
- Jing Liang
- Department of Operating Room, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Peng He
- Department of Biobank, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, China.
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5
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Moreno-Londoño AP, Robles-Flores M. Functional Roles of CD133: More than Stemness Associated Factor Regulated by the Microenvironment. Stem Cell Rev Rep 2024; 20:25-51. [PMID: 37922108 PMCID: PMC10799829 DOI: 10.1007/s12015-023-10647-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/19/2023] [Indexed: 11/05/2023]
Abstract
CD133 protein has been one of the most used surface markers to select and identify cancer cells with stem-like features. However, its expression is not restricted to tumoral cells; it is also expressed in differentiated cells and stem/progenitor cells in various normal tissues. CD133 participates in several cellular processes, in part orchestrating signal transduction of essential pathways that frequently are dysregulated in cancer, such as PI3K/Akt signaling and the Wnt/β-catenin pathway. CD133 expression correlates with enhanced cell self-renewal, migration, invasion, and survival under stress conditions in cancer. Aside from the intrinsic cell mechanisms that regulate CD133 expression in each cellular type, extrinsic factors from the surrounding niche can also impact CD33 levels. The enhanced CD133 expression in cells can confer adaptive advantages by amplifying the activation of a specific signaling pathway in a context-dependent manner. In this review, we do not only describe the CD133 physiological functions known so far, but importantly, we analyze how the microenvironment changes impact the regulation of CD133 functions emphasizing its value as a marker of cell adaptability beyond a cancer-stem cell marker.
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Affiliation(s)
- Angela Patricia Moreno-Londoño
- Department of Biochemistry, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), 04510, Mexico City, Mexico
| | - Martha Robles-Flores
- Department of Biochemistry, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), 04510, Mexico City, Mexico.
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Yuzhakova D, Kiseleva E, Shirmanova M, Shcheslavskiy V, Sachkova D, Snopova L, Bederina E, Lukina M, Dudenkova V, Yusubalieva G, Belovezhets T, Matvienko D, Baklaushev V. Highly Invasive Fluorescent/Bioluminescent Patient-Derived Orthotopic Model of Glioblastoma in Mice. Front Oncol 2022; 12:897839. [PMID: 35912166 PMCID: PMC9326400 DOI: 10.3389/fonc.2022.897839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 06/16/2022] [Indexed: 11/13/2022] Open
Abstract
Development of the novel diagnostic and therapeutic approaches in neuro-oncology requires tumor models that closely reproduce the biological features of patients' tumors. Patient-derived xenografts (PDXs) are recognized as a valuable and the most "close-to-patient" tool for preclinical studies. However, their establishment is complicated by the factors related to both the surgical material and technique of the orthotopic implantation. The aim of this work was to develop a patient-derived glioblastoma multiform (GBM) model that stably co-expresses luciferase and a far-red fluorescent protein for monitoring of tumor progression in the brain and, using this model, to validate new diagnostic methods-macroscopic fluorescence lifetime imaging (macro-FLIM) and cross-polarization optical coherence tomography (CP OCT). The established model was similar to the original patient's GBM in terms of histological and immunohistochemical features and possessed reproducible growth in nude mice, which could be observed by both fluorescence and bioluminescence imaging. Our results demonstrated the high potential of macro-FLIM and CP OCT for intraoperative differentiation of GBM from the white matter. Thus, the dual-labeled PDX model of GBM proved to be an excellent approach for observation of tumor development by optical methods.
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Affiliation(s)
- Diana Yuzhakova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Elena Kiseleva
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Marina Shirmanova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Vladislav Shcheslavskiy
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- R&D Department, Becker&Hickl GmbH, Berlin, Germany
| | - Daria Sachkova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, Nizhny Novgorod, Russia
| | - Ludmila Snopova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Evgeniya Bederina
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Maria Lukina
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Laboratory of Molecular Oncology, Federal Research and Clinical Center of Physical and Chemical Medicine, Moscow, Russia
| | - Varvara Dudenkova
- Institute of Experimental Oncology and Biomedical Technologies, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Gaukhar Yusubalieva
- Biomedical Research Center, Federal Research and Clinical Center, Federal Medical and Biological Agency, Moscow, Russia
- Laboratory of Molecular Mechanisms of Regeneration and Aging, Engelhardt Institute of Molecular Biology, Moscow, Russia
| | - Tatyana Belovezhets
- Department of Molecular Immunology, Institute of Molecular and Cellular Biology SB RAS, Novosibirsk, Russia
| | - Daria Matvienko
- Department of Molecular Immunology, Institute of Molecular and Cellular Biology SB RAS, Novosibirsk, Russia
| | - Vladimir Baklaushev
- Biomedical Research Center, Federal Research and Clinical Center, Federal Medical and Biological Agency, Moscow, Russia
- Laboratory of Molecular Mechanisms of Regeneration and Aging, Engelhardt Institute of Molecular Biology, Moscow, Russia
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7
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A2B5 Expression in Central Nervous System and Gliomas. Int J Mol Sci 2022; 23:ijms23094670. [PMID: 35563061 PMCID: PMC9103745 DOI: 10.3390/ijms23094670] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 04/21/2022] [Accepted: 04/21/2022] [Indexed: 12/30/2022] Open
Abstract
A2B5 IgM recognizes c-series gangliosides with three sialic acids. The aim of this review was to focus on A2B5 expression in the central nervous system and gliomas. In brain development, A2B5+ cells are recorded in areas containing multipotent neural stem cells (NSC). In adults, A2B5+ cells persist in neurogenic areas and in white matter where it identifies oligodendrocyte precursor cells (OPCs) but also cells with NSC properties. Although the expression of A2B5 has been widely studied in culture, where it characterizes bipotential glial progenitor cells, its expression in vivo is less characterized mainly because of technical issues. A new interest was given to the NSCs and OPCs since the discovery of cancer stem cells (CSC) in gliomas. Among other cell surface molecules, A2B5 has been identified as an accurate marker to identify glioma CSCs. We and others have shown that all types of gliomas express A2B5, and that only A2B5+ cells, and not A2B5- cells, can generate a tumor after orthotopic implantation in immunocompromised animals. Moreover, A2B5 epitope expression is positively correlated with stemness and tumor growth. This review highlights that A2B5 is an attractive target to tackle glioma CSCs, and a better characterization of its expression in the developing and adult CNS will benefit to a better understanding of gliomagenesis.
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Zhao Y, Zhu W, Chen H, Yan K, Wu J, Huang Q. Glioma stem cells and their microenvironment: A narrative review on docking and transformation. GLIOMA 2022. [DOI: 10.4103/glioma.glioma_5_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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9
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Kopylov AM, Antipova OA, Pavlova GV. [Molecular markers of neuro-oncogenesis in patients with glioblastoma]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2022; 86:99-105. [PMID: 36534630 DOI: 10.17116/neiro20228606199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
The problem of current treatment approaches to brain gliomas is short-term life expectancy in these patients. Apparently, it is required to change treatment approach via analysis of glioma stem cells rather cells with overexpression of marker genes. This review is devoted to similarities and differences between neurogenesis and neuro-oncogenesis characterized with molecular markers (CD133 as an example). The role of tumor stem cells and their relationship with neural stem cells are considered regarding development of glioma. The authors analyzed CD133 as a marker of glioma stem cells. In the future, stem cells will be important target for eradication during target therapy. A single molecular marker cannot characterize tumor stem cells as supported by CD133 studies. A set of molecular markers specific for certain cell type is required, and their combination will provide more accurate establishment of tumor stem cells.
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Affiliation(s)
- A M Kopylov
- Lomonosov Moscow State University, Moscow, Russia
| | - O A Antipova
- Lomonosov Moscow State University, Moscow, Russia
| | - G V Pavlova
- Burdenko Neurosurgical Center, Moscow, Russia
- Institute of Higher Nervous Activity and Neurophysiology, Moscow, Russia
- Sechenov First Moscow State Medical University, Moscow, Russia
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