TY - JOUR A1 - Haas, Albert A1 - Dumbsky, Martina A1 - Kreft, Jürgen T1 - Listeriolysin genes: complete sequence of ilo from Listeria ivanovii and of lso from Listeria seeligeri N2 - The completc DNA scqucnccs coding for thc thiol-activated cytolysins from Listeria ivanovii, ivanolysin 0 (ILO) and for sccligerolysin 0 (LSO) from Listeria seeligeri have been dctermined. Thc deduced amino acid scquences revealed that: (i) the primary translation products comprise 528 (ILO) and 530 (LSO) amino acids. respectively. (ii) ILO contains two cysteines. LSO has a substitution in the conserved cysteine motif. KW - Biologie KW - Thiol-activated cytolysin KW - Listeriolysin O KW - Cysteine: motif KW - ( L. ivanovii ) KW - ( L. selligeri) Y1 - 1992 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-60529 ER - TY - JOUR A1 - Haas, Albert A1 - Brehm, Klaus A1 - Kreft, Jürgen A1 - Goebel, Werner T1 - Cloning, characterization, and expression in Escherichia coli of a gene encoding Listeria seeligeri catalase, a bacterial enzyme highly homologous to mammalian catalases N2 - A gene coding for catalase (hydrogen-peroxide:hydrogen-peroxide oxidoreductase; EC 1.11.1.6) of the grain-positive bacterium Listeria seeligeri was cloned from a plasmid library of EcoRI-digested chromosomal DNA, with Escherichia coli DHSa as a host. The recombinant catalase was expressed in E. coli to an enzymatic activity approximately SO times that of the combined E. coli catalases. The nucleutide sequence was determined, and the deduced amino acid sequence revealed 43.2% amino acid sequence identity between bovine liver catalase and L. seeligeri catalase. Most of the amino acid residues which are involved in catalytic activity, the formation of the active center accession channel, and heme binding in bovine liver catalase were also present in L. seeligeri catalase at the corresponding positions. The recombinant protein contained 488 amino acid residues and had a calculated molecular weight of 55,869. The predicted isoelectric point was 5.0. Enzymatic and genetic analyses showed that there is most probably a single catalase of this type in L. seeligeri. A perfect 21-bp inverted repeat, which was highly homologous to previously reported binding sequences of the Fur (ferric uptake regulon) protein of E. coli, was detected next to the putative promoter region of tbe L. seeligeri catalase gene. KW - Biologie Y1 - 1991 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-60536 ER - TY - JOUR A1 - Haake, Markus A1 - Haack, Beatrice A1 - Schäfer, Tina A1 - Harter, Patrick N. A1 - Mattavelli, Greta A1 - Eiring, Patrick A1 - Vashist, Neha A1 - Wedekink, Florian A1 - Genssler, Sabrina A1 - Fischer, Birgitt A1 - Dahlhoff, Julia A1 - Mokhtari, Fatemeh A1 - Kuzkina, Anastasia A1 - Welters, Marij J. P. A1 - Benz, Tamara M. A1 - Sorger, Lena A1 - Thiemann, Vincent A1 - Almanzar, Giovanni A1 - Selle, Martina A1 - Thein, Klara A1 - Späth, Jacob A1 - Gonzalez, Maria Cecilia A1 - Reitinger, Carmen A1 - Ipsen-Escobedo, Andrea A1 - Wistuba-Hamprecht, Kilian A1 - Eichler, Kristin A1 - Filipski, Katharina A1 - Zeiner, Pia S. A1 - Beschorner, Rudi A1 - Goedemans, Renske A1 - Gogolla, Falk Hagen A1 - Hackl, Hubert A1 - Rooswinkel, Rogier W. A1 - Thiem, Alexander A1 - Romer Roche, Paula A1 - Joshi, Hemant A1 - Pühringer, Dirk A1 - Wöckel, Achim A1 - Diessner, Joachim E. A1 - Rüdiger, Manfred A1 - Leo, Eugen A1 - Cheng, Phil F. A1 - Levesque, Mitchell P. A1 - Goebeler, Matthias A1 - Sauer, Markus A1 - Nimmerjahn, Falk A1 - Schuberth-Wagner, Christine A1 - Felten, Stefanie von A1 - Mittelbronn, Michel A1 - Mehling, Matthias A1 - Beilhack, Andreas A1 - van der Burg, Sjoerd H. A1 - Riedel, Angela A1 - Weide, Benjamin A1 - Dummer, Reinhard A1 - Wischhusen, Jörg T1 - Tumor-derived GDF-15 blocks LFA-1 dependent T cell recruitment and suppresses responses to anti-PD-1 treatment JF - Nature Communications N2 - Immune checkpoint blockade therapy is beneficial and even curative for some cancer patients. However, the majority don’t respond to immune therapy. Across different tumor types, pre-existing T cell infiltrates predict response to checkpoint-based immunotherapy. Based on in vitro pharmacological studies, mouse models and analyses of human melanoma patients, we show that the cytokine GDF-15 impairs LFA-1/β2-integrin-mediated adhesion of T cells to activated endothelial cells, which is a pre-requisite of T cell extravasation. In melanoma patients, GDF-15 serum levels strongly correlate with failure of PD-1-based immune checkpoint blockade therapy. Neutralization of GDF-15 improves both T cell trafficking and therapy efficiency in murine tumor models. Thus GDF-15, beside its known role in cancer-related anorexia and cachexia, emerges as a regulator of T cell extravasation into the tumor microenvironment, which provides an even stronger rationale for therapeutic anti-GDF-15 antibody development. KW - cancer microenvironment KW - immunotherapy KW - T cells KW - tumour immunology Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-357333 VL - 14 ER - TY - JOUR A1 - Haack, Stephanie A1 - Baiker, Sarah A1 - Schlegel, Jan A1 - Sauer, Markus A1 - Sparwasser, Tim A1 - Langenhorst, Daniela A1 - Beyersdorf, Niklas T1 - Superagonistic CD28 stimulation induces IFN‐γ release from mouse T helper 1 cells in vitro and in vivo JF - European Journal of Immunology N2 - Like human Th1 cells, mouse Th1 cells also secrete IFN‐γ upon stimulation with a superagonistic anti‐CD28 monoclonal antibody (CD28‐SA). Crosslinking of the CD28‐SA via FcR and CD40‐CD40L interactions greatly increased IFN‐γ release. Our data stress the utility of the mouse as a model organism for immune responses in humans. KW - CD28 KW - Th1 cells KW - cytokine release KW - interferon γ KW - Superagonistic antibody Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-239028 VL - 51 IS - 3 SP - 738 EP - 741 ER - TY - JOUR A1 - Götz, Rudolf A1 - Raulf, Friedrich A1 - Schartl, Manfrad T1 - Brain-derived neurotrophic factor is more highly conserved in structure and function than nerve growth factor during vertebrate evolution N2 - Mammalian nerve growth factor (NGF) and brain-derived neurotrophic factor (BDNF) are members of a protein family with perfectly conserved domains arranged around the cysteine residues thought to stabilize an invariant three-dimensional scaffold in addition to distinct sequence motifs that convey different neuronal functions. To study their structural and functional conservation during evolution, we have compared NGF and BDNF from a lower vertebrate, the teleost fi.sh Xiphophorus, with the mammalian homlogues. Genomic clones encoding fish NGF and BDNF were isolated by cross-hybridization using probes from the cloned mammalian factors. Fish NGF and BDNF were expressed by means of recombinant vaccinia viruses, purified, and their neuronal survival specificities for different classes of neurons were found to mirror those of the mammalian factors. The half-maximal survival concentration for chick sensory neurons was 60 pg/ml for both fish and mammalian purifi.ed recombinant BDNF. However, the activity ofrecombinant fish NGF on both chick sensory and sympathetic neurons was 6 ng,lml, 75-fold lower than that of mouse NGF. The different functional conservation of NGF and BDNF is also reflected in their structures. The DNA-deduced amino acid sequences of processed mature fish NGF and BDNF showed, compared to mouse, 63% and 90% identity, respectively, indicating that NGF bad reached an optimized structure later than BDNF. The retrograde extrapolation of these data indicates that NGF and BDNF evolved at strikingly different rates ftom a common ancestral gene about 600 million years ago. By RNA gel blot anaJysis NGF mRNA was detected during late embryonie development; BDNF was present in adult brain. KW - Physiologische Chemie KW - Brain-derived neurotrophic factor KW - Nerve growth factor KW - Fish KW - Recombinant protein expression KW - Neuronal survival Y1 - 1992 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-61703 ER - TY - JOUR A1 - Götz, Rudolf A1 - Köster, Reinhard A1 - Winkler, Christoph A1 - Raulf, Friedrich A1 - Lottspeich, Friedrich A1 - Schartl, Manfred A1 - Thoenen, Hans T1 - Neurotrophin-6 is a new member of the nerve growth factor family N2 - DURING vertebrale development, many neurons depend for survival and differentiation on their target cells\(^{1-3}\). The best documented mediator of such a retrograde trophic action is the neurotrophin nerve growth factor (NGF)\(^1\). NGF and the other known members of tbe neurotrophin family, brain-derived neurotrophic factor (BDNF), neurotrophin-3 (NT -3) and neurotrophin-4/5 (NT -4/5) are conserved as distinct genes over large evolutionary distances\(^{4 -6}\). Here we report the cloning of neurotrophin-6 (NT -6), a new member of this family from the teleost fish Xiphophorus. NT -6 distinguishes itself from the other known neurotrophins in that it is not found as a soluble protein in the medium of producing cells. The addition of heparin (but not chondroitin) effects the release of NT -6 from cell surface and extracellular matrix molecules. Recombinant purified NT -6 has a spectrum of actions similar to NGF on chick sympathetic and sensory neurons, albeit with a lower potency. NT -6 is expressed in tbe embryonie valvulla cerebelli; expression persists in some adult tissues. The interaction of NT-6 with heparin-binding molecuJes may modulate its action in the nervous system . KW - Physiologische Chemie Y1 - 1994 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-61544 ER - TY - JOUR A1 - Götz, Ralph A1 - Panzer, Sabine A1 - Trinks, Nora A1 - Eilts, Janna A1 - Wagener, Johannes A1 - Turrà, David A1 - Di Pietro, Antonio A1 - Sauer, Markus A1 - Terpitz, Ulrich T1 - Expansion Microscopy for Cell Biology Analysis in Fungi JF - Frontiers in Microbiology N2 - Super-resolution microscopy has evolved as a powerful method for subdiffraction-resolution fluorescence imaging of cells and cellular organelles, but requires sophisticated and expensive installations. Expansion microscopy (ExM), which is based on the physical expansion of the cellular structure of interest, provides a cheap alternative to bypass the diffraction limit and enable super-resolution imaging on a conventional fluorescence microscope. While ExM has shown impressive results for the magnified visualization of proteins and RNAs in cells and tissues, it has not yet been applied in fungi, mainly due to their complex cell wall. Here we developed a method that enables reliable isotropic expansion of ascomycetes and basidiomycetes upon treatment with cell wall degrading enzymes. Confocal laser scanning microscopy (CLSM) and structured illumination microscopy (SIM) images of 4.5-fold expanded sporidia of Ustilago maydis expressing fluorescent fungal rhodopsins and hyphae of Fusarium oxysporum or Aspergillus fumigatus expressing either histone H1-mCherry together with Lifeact-sGFP or mRFP targeted to mitochondria, revealed details of subcellular structures with an estimated spatial resolution of around 30 nm. ExM is thus well suited for cell biology studies in fungi on conventional fluorescence microscopes. KW - Expansion microscopy KW - fluorescence microscopy KW - fungi KW - sporidia KW - hyphae Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-202569 SN - 1664-302X VL - 11 ER - TY - JOUR A1 - Götz, Ralph A1 - Kunz, Tobias C. A1 - Fink, Julian A1 - Solger, Franziska A1 - Schlegel, Jan A1 - Seibel, Jürgen A1 - Kozjak-Pavlovic, Vera A1 - Rudel, Thomas A1 - Sauer, Markus T1 - Nanoscale imaging of bacterial infections by sphingolipid expansion microscopy JF - Nature Communications N2 - Expansion microscopy (ExM) enables super-resolution imaging of proteins and nucleic acids on conventional microscopes. However, imaging of details of the organization of lipid bilayers by light microscopy remains challenging. We introduce an unnatural short-chain azide- and amino-modified sphingolipid ceramide, which upon incorporation into membranes can be labeled by click chemistry and linked into hydrogels, followed by 4x to 10x expansion. Confocal and structured illumination microscopy (SIM) enable imaging of sphingolipids and their interactions with proteins in the plasma membrane and membrane of intracellular organelles with a spatial resolution of 10-20nm. As our functionalized sphingolipids accumulate efficiently in pathogens, we use sphingolipid ExM to investigate bacterial infections of human HeLa229 cells by Neisseria gonorrhoeae, Chlamydia trachomatis and Simkania negevensis with a resolution so far only provided by electron microscopy. In particular, sphingolipid ExM allows us to visualize the inner and outer membrane of intracellular bacteria and determine their distance to 27.6 +/- 7.7nm. Imaging of lipid bilayers using light microscopy is challenging. Here the authors label cells using a short chain click-compatible ceramide to visualize mammalian and bacterial membranes with expansion microscopy. KW - nanoscale imaging KW - bacterial infection KW - sphingolipid expansion microscopy Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-231248 VL - 11 ER - TY - THES A1 - Götz, Ralph T1 - Super-resolution microscopy of plasma membrane receptors and intracellular pathogens T1 - Hochauflösende Mikroskopie von Plasmamembran Rezeptoren und intrazellulären Pathogenen N2 - Humans tend to believe in what they can see with their own eyes. Hence, visualization methods like microscopy have always been extremely popular since their invention in the 17th century. With the advent of super-resolution microscopy, the diffraction limit of ~200 - 250 nm could be overcome to enable more detailed insights into biological samples. Especially the single molecule localization microscopy method dSTORM offers the possibility of quantitative bioimaging. Hereby, the repetitive photoswitching of organic dyes in the presence of thiols is exploited to enable a lateral resolution of 20 nm. Another, recently introduced super-resolution method is expansion microscopy (ExM) which physically expands the sample to increase the resolution by the expansion factor from four to even twenty. To enable this, the sample is embedded into a hydrogel, homogenized using an unspecific proteinase and expanded in distilled water. Within this thesis, both methods were used to shed light on plasma membrane receptor distributions and different bacterial and fungal pathogens. In the first part of this thesis dSTORM was used to elucidate the “Receptome”, the entirety of all membrane receptors, of the cell line Jurkat T-cells and primary T-cells. Within this project we could successfully visualize and quantify the distribution of the plasma membrane receptors CD2, CD3, CD4, CD5, CD7, CD11a, CD20, CD28, CD45, CD69 and CD105 with receptor densities ranging from 0.8 cluster/µm² in case of CD20 and 81.4 cluster/µm² for the highly abundant CD45 in activated primary T-cells at the basal membrane. Hereby, we could also demonstrate a homogeneous distribution of most receptors, while only few were clustered. In the case of CD3-clusters were detected in Jurkat T-cells and in primary activated T-cells, but not in naïve ones, demonstrating the activation of this receptor. This was followed by the application of dSTORM to three different clinical projects involving the receptors CD38, BCMA and CD20 which are immunotherapeutic targets by monoclonal antibodies and CAR T-cells. In the first two projects dSTORM was applied to determine the receptor upregulation upon exposure of various drugs to MM1.S cells or primary multiple myeloma patient cells. This increase in membrane receptor expression can subsequently enhance the efficacy of therapies directed against these receptors. Within the CD20-project, the superior sensitivity of dSTORM compared to flow cytometry could be demonstrated. Hereby, a substantially higher fraction of CD20-positive patient cells was detected by dSTORM than by flow cytometry. In addition, we could show that by dSTORM CD20-positive evaluated cells were eradicated by immunotherapeutic CAR T-cell treatment. These studies were followed by whole cell super-resolution imaging using both LLS-3D dSTORM and 10x ExM to exclude any artifacts caused by interactions with the glass surface. In 10x ExM signal amplification via biotinylated primary antibodies and streptavidin ATTO 643 was essential to detect even single antibodies directed against the heterodimer CD11a with standard confocal microscopes. Albeit probably not quantitative due to the process of gelation, digestion and expansion during the ExM protocol, even some putative dimers of the receptor CD2 could be visualized using 10x ExM-SIM, similar to dSTORM experiments. Within the second part of this thesis, expansion microscopy was established in bacterial and fungal pathogens. ExM enabled not only an isotropic fourfold expansion of Chlamydia trachomatis, but also allowed the discrimination between the two developmental forms by the chlamydial size after expansion into reticulate and elementary bodies. Hereafter, a new α-NH2-ω-N3-C6-ceramide was introduced enabling an efficient fixation and for the first time the use of lipids in both, 4x and 10x ExM, termed sphingolipid ExM. This compound was used to investigate the ceramide uptake and incorporation into the cell membrane of Chlamydia trachomatis and Simkania negevensis. For Chlamydia trachomatis the combined resolution power of 10x ExM and SIM even allowed the visualization of both bacterial membranes within a distance of ~30 nm. Finally, ExM was applied to the three different fungi Ustilago maydis, Fusarium oxysporum and Aspergillus fumigatus after enzymatic removal of the fungal cell wall. In case of Ustilago maydis sporidia this digestion could be applied to both, living cells resulting in protoplasts and to fixed cells, preserving the fungal morphology. This new protocol could be demonstrated for immunostainings and fluorescent proteins of the three different fungi. N2 - Menschen neigen schon immer dazu, vor allem das zu glauben, was sie mit eigenen Augen sehen können, weswegen mikroskopische Methoden seit ihrer Erfindung im 17. Jahrhundert schon immer sehr beliebt waren. Mit der Einführung der hochauflösenden Mikroskopie konnte das Auflösungslimit von ~200 - 250 nm durchbrochen werden, was genauere Einblicke in biologische Proben ermöglichte. Insbesondere die Einzelmolekül-Lokalisations-Mikroskopie Methode dSTORM bietet hierbei die Möglichkeit der quantitativen Bildgebung. Sie nutzt das wiederholte Schalten organischer Farbstoffe in Anwesenheit von Thiolen, was eine Auflösung von bis zu 20 nm möglich macht. Eine weitere kürzlich entwickelte hochauflösende Mikroskopiemethode ist die Expansionsmikroskopie (ExM), in welcher die Probe isotrop vier- bis sogar zwanzigfach vergrößert wird, womit sich auch die Auflösung um diesen Faktor vergrößert. Um dies zu ermöglichen, wird die Probe in ein Hydrogel eingebettet, mittels einer unspezifischen Proteinase homogenisiert und in destilliertem Wasser expandiert. Innerhalb dieser Arbeit wurden beide Methoden genutzt, um sowohl die Verteilung von Plasmamembran Rezeptoren als auch unterschiedliche bakterielle und pilzliche Pathogene zu beleuchten Im ersten Teil dieser Arbeit wurde dSTORM genutzt, um das „Rezeptom“, die Gesamtheit aller Membranrezeptoren, sowohl von Jurkat T-Zellen als auch von primären Patientenzellen zu entschlüsseln. In dieser Arbeit konnten die Rezeptoren CD2, CD3, CD4, CD5, CD7, CD11a, CD20, CD28, CD45, CD69 und CD105 erfolgreich visualisiert und quantifiziert werden, welche Dichten von 0,8 Cluster pro µm² im Falle von CD20 und 81,4 Cluster pro µm² für den stark exprimierten Rezeptor CD45 in aktivierten primären T-Zellen auf der basalen Membran aufwiesen. Hierbei konnten wir für einen Großteil der Rezeptoren eine homogene Verteilung nachweisen, wohingegen nur wenige andere Rezeptoren Cluster zeigten. Für CD3 konnten sowohl in Jurkat T-Zellen als auch in aktivierten primären Zellen Cluster detektiert werden, was auf deren Aktivierung hinweist, wohingegen CD3 in naiven Zellen homogen verteilt war. Im Weiteren wurde dSTORM im Rahmen von drei klinischen Fragestellungen angewandt, in welche die Rezeptoren CD38, BCMA und CD20 involviert waren, die in Immuntherapien mit monoklonalen Antikörpern oder auch CAR T-Zellen adressiert werden. In den beiden erstgenannten Projekten wurde dSTORM genutzt, um die Erhöhung der Rezeptoren-Expression nach Zugabe verschiedener Medikamente sowohl in der Zelllinie MM1.S als auch in primären Zellen von Patienten mit multiplen Myelomen zu bestimmen. Durch das CD20-Projekt hingegen wurde die überlegene Sensitivität von dSTORM gegenüber der Durchflusszytometrie unter Beweis gestellt. Hier konnte verglichen mit der Durchflusszytometrie eine deutlich höhere CD20-positive Fraktion in Patientenzellen detektiert werden, welche nach Behandlung mit CD20 CAR T-Zellen eliminiert wurde. Hierauf folgte hochauflösende Bildgebung ganzer Zellen sowohl mit LLS-3D dSTORM als auch 10x ExM, um Interaktionen mit der Glasoberfläche ausschließen zu können. Bei 10x ExM wurde eine Signalamplifikation mittels Biotin und Streptavidin ATTO 643 benötigt, wonach sogar einzelne Antikörper, welche gegen den Heterodimer CD11a gerichtet waren, an einem herkömmlichen konfokalen Mikroskop detektiert werden konnten. Obwohl dies aufgrund der Prozesse von Gelierung, Verdau und Expansion während des ExM-Protokolls vermutlich nicht quantitativ ist, konnten sogar mutmaßliche Dimere des Rezeptors CD2 mit 10x ExM-SIM visualisiert werden, welche ähnlich in dSTORM Experimenten auftraten. Im zweiten Teil dieser Arbeit wurde die Expansionsmikroskopie für bakterielle und pilzliche Pathogene eingesetzt. ExM ermöglichte nicht nur eine isotrope vierfache Expansion von Chlamydia trachomatis, sondern auch die Unterscheidung der beiden Entwicklungsformen, der Retikulär- und Elementarkörperchen, aufgrund der Größe der einzelnen Chlamydien. Anschließend wurde ein neues α-NH2-ω-N3-C6-Ceramid eingeführt, was eine effiziente Fixierung und zum ersten Mal die Nutzung von Lipiden in 4x und 10x ExM ermöglichte, was wir Sphingolipid ExM nannten. Diese Verbindung wurde genutzt, um die Ceramid-Aufnahme und den -Einbau in die Zellmembran von Chlamydia trachomatis und Simkania negevensis zu untersuchen. Im Falle von Chlamydia trachomatis wurde die hohe Auflösung von 10x ExM mit SIM kombiniert, was die Visualisierung beider bakterieller Membranen in einem Abstand von ~30 nm ermöglichte. Hiernach wurde ExM bei den drei unterschiedlichen Pilzen Ustilago maydis, Fusarium oxysporum und Aspergillus fumigatus nach enzymatischen Verdau der pilzlichen Zellwand angewandt. Im Falle von Ustilago maydis Sporidien konnte der Verdau sowohl an lebenden Zellen, was in Protoplasten resultierte, als auch an fixierten Zellen verwendet werden, was die Morphologie erhielt. Mittels dieses neuen Protokolls konnten sowohl Immunfärbungen als auch fluoreszierende Proteine der drei genannten Pilze expandiert werden. KW - Mikroskopie KW - Microscopy KW - Super-resolution microscopy KW - Hochauflösende Mikroskopie Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-207165 ER - TY - JOUR A1 - Göttlich, Claudia A1 - Kunz, Meik A1 - Zapp, Cornelia A1 - Nietzer, Sarah L. A1 - Walles, Heike A1 - Dandekar, Thomas A1 - Dandekar, Gudrun T1 - A combined tissue-engineered/in silico signature tool patient stratification in lung cancer JF - Molecular Oncology N2 - Patient-tailored therapy based on tumor drivers is promising for lung cancer treatment. For this, we combined in vitro tissue models with in silico analyses. Using individual cell lines with specific mutations, we demonstrate a generic and rapid stratification pipeline for targeted tumor therapy. We improve in vitro models of tissue conditions by a biological matrix-based three-dimensional (3D) tissue culture that allows in vitro drug testing: It correctly shows a strong drug response upon gefitinib (Gef) treatment in a cell line harboring an EGFR-activating mutation (HCC827), but no clear drug response upon treatment with the HSP90 inhibitor 17AAG in two cell lines with KRAS mutations (H441, A549). In contrast, 2D testing implies wrongly KRAS as a biomarker for HSP90 inhibitor treatment, although this fails in clinical studies. Signaling analysis by phospho-arrays showed similar effects of EGFR inhibition by Gef in HCC827 cells, under both 2D and 3D conditions. Western blot analysis confirmed that for 3D conditions, HSP90 inhibitor treatment implies different p53 regulation and decreased MET inhibition in HCC827 and H441 cells. Using in vitro data (western, phospho-kinase array, proliferation, and apoptosis), we generated cell line-specific in silico topologies and condition-specific (2D, 3D) simulations of signaling correctly mirroring in vitro treatment responses. Networks predict drug targets considering key interactions and individual cell line mutations using the Human Protein Reference Database and the COSMIC database. A signature of potential biomarkers and matching drugs improve stratification and treatment in KRAS-mutated tumors. In silico screening and dynamic simulation of drug actions resulted in individual therapeutic suggestions, that is, targeting HIF1A in H441 and LKB1 in A549 cells. In conclusion, our in vitro tumor tissue model combined with an in silico tool improves drug effect prediction and patient stratification. Our tool is used in our comprehensive cancer center and is made now publicly available for targeted therapy decisions. KW - 3D lung tumor model KW - Boolean signaling network KW - chemoresistance KW - HSP90 inhibitor KW - insilico drug screening too KW - KRAS mutation signature Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-233137 VL - 12 ER -