TY - JOUR A1 - Djuzenova, Cholpon S. A1 - Memmel, Simon A1 - Sukhorukov, Vladimir L. A1 - Höring, Marcus A1 - Westerling, Katherine A1 - Fiedler, Vanessa A1 - Katzer, Astrid A1 - Krohne, Georg A1 - Flentje, Michael T1 - Cell Surface Area and Membrane Folding in Glioblastoma Cell Lines Differing in PTEN and p53 Status N2 - Glioblastoma multiforme (GBM) is characterized by rapid growth, invasion and resistance to chemo−/radiotherapy. The complex cell surface morphology with abundant membrane folds, microvilli, filopodia and other membrane extensions is believed to contribute to the highly invasive behavior and therapy resistance of GBM cells. The present study addresses the mechanisms leading to the excessive cell membrane area in five GBM lines differing in mutational status for PTEN and p53. In addition to scanning electron microscopy (SEM), the membrane area and folding were quantified by dielectric measurements of membrane capacitance using the single-cell electrorotation (ROT) technique. The osmotic stability and volume regulation of GBM cells were analyzed by video microscopy. The expression of PTEN, p53, mTOR and several other marker proteins involved in cell growth and membrane synthesis were examined by Western blotting. The combined SEM, ROT and osmotic data provided independent lines of evidence for a large variability in membrane area and folding among tested GBM lines. Thus, DK-MG cells (wild type p53 and wild type PTEN) exhibited the lowest degree of membrane folding, probed by the area-specific capacitance Cm = 1.9 µF/cm2. In contrast, cell lines carrying mutations in both p53 and PTEN (U373-MG and SNB19) showed the highest Cm values of 3.7–4.0 µF/cm2, which corroborate well with their heavily villated cell surface revealed by SEM. Since PTEN and p53 are well-known inhibitors of mTOR, the increased membrane area/folding in mutant GBM lines may be related to the enhanced protein and lipid synthesis due to a deregulation of the mTOR-dependent downstream signaling pathway. Given that membrane folds and extensions are implicated in tumor cell motility and metastasis, the dielectric approach presented here provides a rapid and simple tool for screening the biophysical cell properties in studies on targeting chemo- or radiotherapeutically the migration and invasion of GBM and other tumor types. KW - cell membranes KW - hypotonic KW - capacitance KW - isotonic KW - microvilli KW - membrane characteristics KW - membrane proteins KW - scanning electron microscopy Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-111322 ER - TY - JOUR A1 - Memmel, Simon A1 - Sisario, Dmitri A1 - Zöller, Caren A1 - Fiedler, Vanessa A1 - Katzer, Astrid A1 - Heiden, Robin A1 - Becker, Nicholas A1 - Eing, Lorenz A1 - Ferreira, Fábio L.R. A1 - Zimmermann, Heiko A1 - Sauer, Markus A1 - Flentje, Michael A1 - Sukhorukov, Vladimir L. A1 - Djuzenova, Cholpon S. T1 - Migration pattern, actin cytoskeleton organization and response to PI3K-, mTOR-, and Hsp90-inhibition of glioblastoma cells with different invasive capacities JF - Oncotarget N2 - High invasiveness and resistance to chemo- and radiotherapy of glioblastoma multiforme (GBM) make it the most lethal brain tumor. Therefore, new treatment strategies for preventing migration and invasion of GBM cells are needed. Using two different migration assays, Western blotting, conventional and super-resolution (dSTORM) fluorescence microscopy we examine the effects of the dual PI3K/mTOR-inhibitor PI-103 alone and in combination with the Hsp90 inhibitor NVP-AUY922 and/or irradiation on the migration, expression of marker proteins, focal adhesions and F-actin cytoskeleton in two GBM cell lines (DK-MG and SNB19) markedly differing in their invasive capacity. Both lines were found to be strikingly different in morphology and migration behavior. The less invasive DK-MG cells maintained a polarized morphology and migrated in a directionally persistent manner, whereas the highly invasive SNB19 cells showed a multipolar morphology and migrated randomly. Interestingly, a single dose of 2 Gy accelerated wound closure in both cell lines without affecting their migration measured by single-cell tracking. PI-103 inhibited migration of DK-MG (p53 wt, PTEN wt) but not of SNB19 (p53 mut, PTEN mut) cells probably due to aberrant reactivation of the PI3K pathway in SNB19 cells treated with PI-103. In contrast, NVP-AUY922 exerted strong anti-migratory effects in both cell lines. Inhibition of cell migration was associated with massive morphological changes and reorganization of the actin cytoskeleton. Our results showed a cell line-specific response to PI3K/mTOR inhibition in terms of GBM cell motility. We conclude that anti-migratory agents warrant further preclinical investigation as potential therapeutics for treatment of GBM. KW - chemotherapy KW - glioblastoma multiforme KW - migration KW - treatment Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-170719 VL - 8 IS - 28 ER - TY - THES A1 - Memmel, Simon T1 - Automatisierte Algorithmen zur Analyse der Migration und der strahleninduzierten DNA-Schäden humaner Glioblastomzellen nach kombinierter PI3K/mTOR/Hsp90-Inhibierung T1 - Automated algorithms for the analysis of cell migration and radiation induced DNA-damage in human glioblastoma cells after combined PI3K/mTOR/Hsp90 inhibition N2 - Das hohe invasive Potential und die starke Resistenz gegen Radio-/Chemotherapie von Glioblastoma multiforme (GBM) Zellen machen sie zu dem tödlichsten Tumor ihrer Art. Es ist deshalb von großem Interesse die Grundlagen, welche der Migrationsfähigkeit und DNA Reparatur zu Grunde liegen, besser zu verstehen. Im ersten Teil dieser Arbeit wurden zwei Algorithmen zur automatischen Analyse der Migration in der Einzelzellverfolgung und im Wundheilungsassay modifiziert. Die Auswertung der Daten konnte automatisch und somit schnell, effektiv und mit geringerem Arbeitsaufwand durchgeführt werden. Mit Hilfe dieser automatischen Algorithmen wurde die Migrationsfähigkeit von zwei GBM-Zelllinien (DK-MG und SNB19) untersucht. Zusätzlich wurde die konfokale Laserscanning- sowie die hochauflösende dSTORM-Fluoreszenzmikroskopie verwendet um die, der Zellbewegung zu Grunde liegende, Struktur des F Aktin und der fokalen Adhäsionskinase (FAK) aufzulösen und darzustellen. Unter Anwendung dieser genannten Methoden sind die Effekte des dualen PI3K/mTOR Inhibitors PI-103 alleine und in Kombination mit dem Hsp90 Inhibitor NVP AUY922 mit und ohne Bestrahlung auf die Bewegung untersucht worden. Es konnte festgestellt werden, dass sich beide Zelllinien deutlich in ihrem migratorischem Potential in vitro unterscheiden und zudem auch markante Unterschiede in ihrer Morphologie aufweisen. Die weniger invasiven DK MG-Zellen besitzen eine polarisierte Zellstruktur, wohingegen SNB19-Zellen sich durch multipolare ungerichtete Bewegung auszeichneten. Zudem wurde die Migration, durch PI3K/mTOR Inhibition mit PI-103 bei den DK-MG-Zellen (p53 wt, PTEN wt), sehr effektiv unterdrückt. Wohingegen sich die SNB19-Zellen (p53 mut, PTEN mut) resistent gegen diesen Inhibitor zeigten. Hsp90 Inhibition offenbarte in beiden Zelllinien einen starken inhibitorischen Effekt auf die Migration der Zellen sowie die Reorganisierung des F Aktinskelettes. In der zweiten Hälfte dieser Arbeit wurde ein Augenmerk auf die DNA-DSB-Reparatur der GBM Zellen nach ionisierender Strahlung gelegt. Zunächst wurde eine automatische Analysesoftware „FocAn-3D“ entwickelt, mit dessen Hilfe die DNA Doppelstrangbruchreparaturkinetik untersucht werden sollte. Diese Software ermöglicht es die gesamten Zellkerne mit ihren γH2AX-Foci in 3D-cLSM-Aufnahmen zu untersuchen. Es konnte somit eine Verbesserung der Genauigkeit in der Auszählung der γH2AX-Foci erreicht werden, welche 2D beschränkter Software verwehrt bleibt. Mit FocAn-3D konnte der gesamte Verlauf der Induktions- und Abbauphase der γH2AX-Foci in DK MG- und SNB19-Zellen mit einem mathematischen Modell ausgewertet und dargestellt werden. Des Weiteren wurde die Nanometerstruktur von γH2AX- und pDNA-PKcs-Foci mittels hochauflösender dSTORM-Mikroskopie untersucht. Konventionelle Mikroskopiemethoden, begrenzt durch das Beugungslimit und einer Auflösung von ~200 nm, konnten die Nanometerstruktur (<100 nm) der Reparaturfoci bisher nicht darstellen. Mit Hilfe der beugungsunbegrenzten dSTORM-Mikroskopie war es möglich in DK MG- und SNB19-Zellen die Nanometerstruktur genannten Reparaturproteine in den Foci mit einer Auflösung von bis zu ~20 nm darzustellen. γH2AX-Foci zeigten sich als eine Verteilung aus einzelnen Untereinheiten („Nanofoci“) mit einem Durchmesser von ~45 nm. Dies lässt die Vermutung zu, dass es sich hier um die elementare Substruktur der Foci und somit der γH2AX enthaltenen Nukleosome handelt. DNA-PK-Foci wiesen hingegen eine diffusere Verteilung auf. Die in dieser Arbeit ermittelten Unterschiede im Migrationsverhalten der Zellen rechtfertigen eine weitere präklinische Untersuchung der verwendeten Inhibitoren als potentielle Zelltherapeutika für die Behandlung von GBM. Zudem konnte sich dSTORM als machtvolles Hilfsmittel, sowohl zur Analyse der Migration zugrundeliegenden Zytoskelettstruktur und der Effekte der Hsp90 Inhibierung, als auch, der Nanostruktur der DNA-DSB-Reparaturfoci herausstellen. Es ist anzunehmen, dass beugungsunbegrenzte Mikroskopiemethoden sich als bedeutende Werkzeuge in der medizinischen und biologischen Erforschung der DNA-Reparaturmechanismen herausstellen werden. Das in dieser Arbeit entwickelte ImageJ Plugin „FocAn-3D“ bewies sich ebenfalls als ein vielversprechendes Werkzeug für die Analyse der Reparaturkinetik. Mit Hilfe von „FocAn-3D“ sollte es somit möglich sein u.a. den Einfluss gezielter Inhibition auf den zeitlichen Verlauf der Induktion und des Abbaus der DNA-Reparaturmaschinerie genauer zu studieren. N2 - The high invasive Potential and increased resistance to radio- and chemotherapy of glioblastoma multiforme (GBM) tumor cells make it the most lethal of all primary brain tumors. It is therefore of great interest to gain a better understanding of the mechanisms facilitating the migration and DNA repair. In the first part of this study, two algorithms for single cell tracking and wound healing assays were modified to increase effectiveness and speed of the automatic data analysis. The migratory capacity of the two GBM cell lines, DK MG and SNB19, were analyzed using these automatic algorithms. In addition, employing confocal microscopy and high resolution dSTORM imaging, the underlying F actin/FAK structure was resolved and studied. Together, these automatic algorithms enabled me to elucidate the effects of the dual PI3K/mTOR inhibitor PI 103 alone and in combination with the Hsp90 inhibitor NVP-AUY922 and/or irradiation on the migration, focal adhesions and F-actin cytoskeleton of DK-MG and SNB19 cells. Both cell lines differ markedly in their migratory capacity in vitro and display distinctive differences in their morphology. The less invasive DK-MG cells retained their polarized structure, while SNB19 cells demonstrate multipolar morphology with random migration. The PI3K/mTOR Inhibition using PI-103 suppressed migration of the PTEN wt and p53 wt DK-MG cells but not of the PTEN mut and p53 mut SNB19 cells. In contrast, Hsp90 inhibition using NVP-AUY922 exerted a strong inhibitory effect on the migration in both cell lines as well as massive morphological changes and reorganization of the F-actin cytoskeleton. The second part of this study was designed to gain further insights in the DNA double strand break (DSB) repair of both GBM cell lines. The DNA DSB repair kinetics were analyzed using the novel software “FocAn-3D”. The software enables the 3D analysis of foci in entire nuclei using cLSM-imaging. This in turn results in increased accuracy of the foci counts, compared to approaches restricted to 2D. Using the new software approach, I was able to determine the whole γH2AX-foci induction and decay process and apply a well described mathematical model for the γH2AX-foci repair kinetics. Additionally, diffraction unlimited microscopy (dSTORM) was applied to resolve the nanometer scale of the foci forming repair proteins γH2AX and DNA-PK. Although conventional microscopy is able to reveal the repair foci as diffuse spots, the underlying protein distribution is well beyond the diffraction limit of ~200 nm. In this study, using the diffraction unlimited dSTORM microscopy with a lateral resolution of ~20 nm, it was possible to resolve the nanometer scale of both γH2AX and DNA-PK. γH2AX foci appeared not as diffuse spots, but rather as a distribution of distinct subunits (“nanofoci”). In contrast DNA-PK mostly showed a more diffuse distribution. The nanofoci diameter was about ~45 nm and it can be concluded that these clusters represent the elementary structural subunits of repair foci, the γH2AX-containing nucleosomes. Using the newly developed or modified algorithms for the analysis of cell migration, I was able to show a cell line specific response of the PI3K/mTOR inhibition on the cell migration. This warrants further preclinical trials for its potential as an anti-migratory agent in the treatment of GBM. In addition, dSTORM emerged as a powerful tool for the analysis of the cytoskeletal structure, underlying the cells migration capacity and the effects of Hsp90 inhibition. Also, dSTORM was able to unravel the elementary nanostructure of the DSB repair foci. This means diffraction unlimited single-molecule localization nanoscopy methods will likely emerge as powerful tools for the analysis of targeted inhibition on the DSB repair mechanisms. In addition, the newly developed software “FocAn-3D” showed promising results in the analysis of Foci kinetics. Consequently, it should enable the future study of targeted inhibition and its effects on foci induction and decay processes of the DNA repair. KW - Glioblastom KW - Zellmigration KW - DNS-Schädigung KW - Algorithmus KW - Automatisierung KW - PI3K/mTOR inhibierung KW - yH2AX-Foci KW - Dnaschaden KW - DNS-Doppelstrangbruch Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-185710 ER - TY - JOUR A1 - Djuzenova, Cholpon S. A1 - Fiedler, Vanessa A1 - Memmel, Simon A1 - Katzer, Astrid A1 - Sisario, Dmitri A1 - Brosch, Philippa K. A1 - Göhrung, Alexander A1 - Frister, Svenja A1 - Zimmermann, Heiko A1 - Flentje, Michael A1 - Sukhorukov, Vladimir L. T1 - Differential effects of the Akt inhibitor MK-2206 on migration and radiation sensitivity of glioblastoma cells JF - BMC Cancer N2 - Background Most tumor cells show aberrantly activated Akt which leads to increased cell survival and resistance to cancer radiotherapy. Therefore, targeting Akt can be a promising strategy for radiosensitization. Here, we explore the impact of the Akt inhibitor MK-2206 alone and in combination with the dual PI3K and mTOR inhibitor PI-103 on the radiation sensitivity of glioblastoma cells. In addition, we examine migration of drug-treated cells. Methods Using single-cell tracking and wound healing migration tests, colony-forming assay, Western blotting, flow cytometry and electrorotation we examined the effects of MK-2206 and PI-103 and/or irradiation on the migration, radiation sensitivity, expression of several marker proteins, DNA damage, cell cycle progression and the plasma membrane properties in two glioblastoma (DK-MG and SNB19) cell lines, previously shown to differ markedly in their migratory behavior and response to PI3K/mTOR inhibition. Results We found that MK-2206 strongly reduces the migration of DK-MG but only moderately reduces the migration of SNB19 cells. Surprisingly, MK-2206 did not cause radiosensitization, but even increased colony-forming ability after irradiation. Moreover, MK-2206 did not enhance the radiosensitizing effect of PI-103. The results appear to contradict the strong depletion of p-Akt in MK-2206-treated cells. Possible reasons for the radioresistance of MK-2206-treated cells could be unaltered or in case of SNB19 cells even increased levels of p-mTOR and p-S6, as compared to the reduced expression of these proteins in PI-103-treated samples. We also found that MK-2206 did not enhance IR-induced DNA damage, neither did it cause cell cycle distortion, nor apoptosis nor excessive autophagy. Conclusions Our study provides proof that MK-2206 can effectively inhibit the expression of Akt in two glioblastoma cell lines. However, due to an aberrant activation of mTOR in response to Akt inhibition in PTEN mutated cells, the therapeutic window needs to be carefully defined, or a combination of Akt and mTOR inhibitors should be considered. KW - DNA damage KW - glioblastoma multiforme KW - histone H2AX KW - irradiation KW - migration KW - mTOR KW - PTEN KW - p53 KW - radiation sensitivity KW - wound healing Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-200290 VL - 19 ER - TY - JOUR A1 - Memmel, Simon A1 - Sisario, Dmitri A1 - Zimmermann, Heiko A1 - Sauer, Markus A1 - Sukhorukov, Vladimir L. A1 - Djuzenova, Cholpon S. A1 - Flentje, Michael T1 - FocAn: automated 3D analysis of DNA repair foci in image stacks acquired by confocal fluorescence microscopy JF - BMC Bioinformatics N2 - Background Phosphorylated histone H2AX, also known as gamma H2AX, forms mu m-sized nuclear foci at the sites of DNA double-strand breaks (DSBs) induced by ionizing radiation and other agents. Due to their specificity and sensitivity, gamma H2AX immunoassays have become the gold standard for studying DSB induction and repair. One of these assays relies on the immunofluorescent staining of gamma H2AX followed by microscopic imaging and foci counting. During the last years, semi- and fully automated image analysis, capable of fast detection and quantification of gamma H2AX foci in large datasets of fluorescence images, are gradually replacing the traditional method of manual foci counting. A major drawback of the non-commercial software for foci counting (available so far) is that they are restricted to 2D-image data. In practice, these algorithms are useful for counting the foci located close to the midsection plane of the nucleus, while the out-of-plane foci are neglected. Results To overcome the limitations of 2D foci counting, we present a freely available ImageJ-based plugin (FocAn) for automated 3D analysis of gamma H2AX foci in z-image stacks acquired by confocal fluorescence microscopy. The image-stack processing algorithm implemented in FocAn is capable of automatic 3D recognition of individual cell nuclei and gamma H2AX foci, as well as evaluation of the total foci number per cell nucleus. The FocAn algorithm consists of two parts: nucleus identification and foci detection, each employing specific sequences of auto local thresholding in combination with watershed segmentation techniques. We validated the FocAn algorithm using fluorescence-labeled gamma H2AX in two glioblastoma cell lines, irradiated with 2 Gy and given up to 24 h post-irradiation for repair. We found that the data obtained with FocAn agreed well with those obtained with an already available software (FoCo) and manual counting. Moreover, FocAn was capable of identifying overlapping foci in 3D space, which ensured accurate foci counting even at high DSB density of up to similar to 200 DSB/nucleus. Conclusions FocAn is freely available an open-source 3D foci analyzer. The user-friendly algorithm FocAn requires little supervision and can automatically count the amount of DNA-DSBs, i.e. fluorescence-labeled gamma H2AX foci, in 3D image stacks acquired by laser-scanning microscopes without additional nuclei staining. KW - DNA double-strand breaks KW - ImageJ plugin KW - gamma H2AX-foci KW - Automated analysis KW - Ionizing radiation KW - Open-source tool KW - Radiation biology Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-229023 VL - 21 ER -