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Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature
Glioblastoma is the most dangerous brain cancer. One reason for glioblastoma's aggressiveness are glioblastoma stem‐like cells. To target them, a number of markers have been proposed (CD133, CD44, CD15, A2B5, CD36, CXCR4, IL6R, L1CAM, and ITGA6). A comprehensive study of co‐expression patterns...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6307809/ https://www.ncbi.nlm.nih.gov/pubmed/30467961 http://dx.doi.org/10.1111/jcmm.13927 |
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author | Erhart, Friedrich Blauensteiner, Bernadette Zirkovits, Gabriel Printz, Dieter Soukup, Klara Klingenbrunner, Simone Fischhuber, Katrin Reitermaier, René Halfmann, Angela Lötsch, Daniela Spiegl‐Kreinecker, Sabine Berger, Walter Visus, Carmen Dohnal, Alexander |
author_facet | Erhart, Friedrich Blauensteiner, Bernadette Zirkovits, Gabriel Printz, Dieter Soukup, Klara Klingenbrunner, Simone Fischhuber, Katrin Reitermaier, René Halfmann, Angela Lötsch, Daniela Spiegl‐Kreinecker, Sabine Berger, Walter Visus, Carmen Dohnal, Alexander |
author_sort | Erhart, Friedrich |
collection | PubMed |
description | Glioblastoma is the most dangerous brain cancer. One reason for glioblastoma's aggressiveness are glioblastoma stem‐like cells. To target them, a number of markers have been proposed (CD133, CD44, CD15, A2B5, CD36, CXCR4, IL6R, L1CAM, and ITGA6). A comprehensive study of co‐expression patterns of them has, however, not been performed so far. Here, we mapped the multidimensional co‐expression profile of these stemness‐associated molecules. Gliomaspheres – an established model of glioblastoma stem‐like cells – were used. Seven different gliomasphere systems were subjected to multicolor flow cytometry measuring the nine markers CD133, CD44, CD15, A2B5, CD36, CXCR4, IL6R, L1CAM, and ITGA6 all simultaneously based on a novel 9‐marker multicolor panel developed for this study. The viSNE dimensionality reduction algorithm was applied for analysis. All gliomaspheres were found to express at least five different glioblastoma stem‐like cell markers. Multi‐dimensional analysis showed that all studied gliomaspheres consistently harbored a cell population positive for the molecular signature CD44+/CD133+/ITGA6+/CD36+. Glioblastoma patients with an enrichment of this combination had a significantly worse survival outcome when analyzing the two largest available The Cancer Genome Atlas datasets (MIT/Harvard Affymetrix: P = 0.0015, University of North Carolina Agilent: P = 0.0322). In sum, we detected a previously unknown marker combination – demonstrating feasibility, usefulness, and importance of high‐dimensional gliomasphere marker combinatorics. |
format | Online Article Text |
id | pubmed-6307809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63078092019-01-04 Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature Erhart, Friedrich Blauensteiner, Bernadette Zirkovits, Gabriel Printz, Dieter Soukup, Klara Klingenbrunner, Simone Fischhuber, Katrin Reitermaier, René Halfmann, Angela Lötsch, Daniela Spiegl‐Kreinecker, Sabine Berger, Walter Visus, Carmen Dohnal, Alexander J Cell Mol Med Original Articles Glioblastoma is the most dangerous brain cancer. One reason for glioblastoma's aggressiveness are glioblastoma stem‐like cells. To target them, a number of markers have been proposed (CD133, CD44, CD15, A2B5, CD36, CXCR4, IL6R, L1CAM, and ITGA6). A comprehensive study of co‐expression patterns of them has, however, not been performed so far. Here, we mapped the multidimensional co‐expression profile of these stemness‐associated molecules. Gliomaspheres – an established model of glioblastoma stem‐like cells – were used. Seven different gliomasphere systems were subjected to multicolor flow cytometry measuring the nine markers CD133, CD44, CD15, A2B5, CD36, CXCR4, IL6R, L1CAM, and ITGA6 all simultaneously based on a novel 9‐marker multicolor panel developed for this study. The viSNE dimensionality reduction algorithm was applied for analysis. All gliomaspheres were found to express at least five different glioblastoma stem‐like cell markers. Multi‐dimensional analysis showed that all studied gliomaspheres consistently harbored a cell population positive for the molecular signature CD44+/CD133+/ITGA6+/CD36+. Glioblastoma patients with an enrichment of this combination had a significantly worse survival outcome when analyzing the two largest available The Cancer Genome Atlas datasets (MIT/Harvard Affymetrix: P = 0.0015, University of North Carolina Agilent: P = 0.0322). In sum, we detected a previously unknown marker combination – demonstrating feasibility, usefulness, and importance of high‐dimensional gliomasphere marker combinatorics. John Wiley and Sons Inc. 2018-11-22 2019-01 /pmc/articles/PMC6307809/ /pubmed/30467961 http://dx.doi.org/10.1111/jcmm.13927 Text en © 2018 The Authors. Journal of Cellular and Molecular Medicine published by John Wiley & Sons Ltd and Foundation for Cellular and Molecular Medicine. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Erhart, Friedrich Blauensteiner, Bernadette Zirkovits, Gabriel Printz, Dieter Soukup, Klara Klingenbrunner, Simone Fischhuber, Katrin Reitermaier, René Halfmann, Angela Lötsch, Daniela Spiegl‐Kreinecker, Sabine Berger, Walter Visus, Carmen Dohnal, Alexander Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature |
title | Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature |
title_full | Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature |
title_fullStr | Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature |
title_full_unstemmed | Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature |
title_short | Gliomasphere marker combinatorics: multidimensional flow cytometry detects CD44+/CD133+/ITGA6+/CD36+ signature |
title_sort | gliomasphere marker combinatorics: multidimensional flow cytometry detects cd44+/cd133+/itga6+/cd36+ signature |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6307809/ https://www.ncbi.nlm.nih.gov/pubmed/30467961 http://dx.doi.org/10.1111/jcmm.13927 |
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