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Hepatocellular carcinoma (HCC) is the fifth most common malignant tumor and third leading cause of cancer-related death worldwide. Most cases arise as a consequence of underlying liver disease, e.g. developed from chronic hepatitis B or C infectionsalcohol abuse or obesity, and are most often associated with liver cirrhosis. Hypoxiand the hypoxia inducible factors (HIF)-1α and -2α promote tumor progression of HCC, not only affecting tumor cell proliferation and invasion, but also angiogenesis and lymphangiogenesis and thus, increasing the risk of metastasis.
HCC is characterized as one of the most vascularized solid tumors. While HIF-1α and HIF-2α are frequently up-regulated in HCC only HIF-2α is correlated with high patientlethality. HIF-dependent regulation of HCC angiogenesis is controversially discussed.VEGFA, for example, as the most prominent factor inducing tumor angiogenesis represents not only a HIF-1 target, but also a HIF-2 target gene in HCC. This questions whether both isoforms have overlapping functions in regulating the angiogenic switch in HCC.
Besides angiogenesis also tumor-associated lymphangiogenesis significantly influences patient survival in HCC. Lymphatic spread is an important clinical determinant for the prognosis of HCC, but little is known how lymphangiogenesis is controlled in this context. To date, mainly HIF-1α was positively correlated with olymphatic invasion and metastasis in HCC, while a defined role of HIF-2α is missing. Thus, although HIF-1α and HIF-2α are structurally alike and regulate overlapping but not identical sets of target genes, they promote highly divergent outcomes in cancer progression and may even have counteracting roles. The aim of my work was to characterize the specific role of HIF-1α and HIF-2α in the angiogenic switch and lymphangiogenesis induction during HCC development.
Therefore, I created a stable knockdown of HIF-1α and HIF-2α in HepG2 cells and generated cocultures of HepG2 spheroids and embryonic bodies derived from embryonic mouse stem cells as an in vitro tumor model mimicking the cancer microenvironment to analyze which HIF isoform has key regulatory functions in HCC (lymph)angiogenesis. In cocultures with a HIF-2α knockdown angiogenesis was attenuated but lymphangiogenesis increased, while the knockdown of HIF-1α was without effect. Microarray analysis identified plasminogen activator inhibitor 1 (PAI-1)and insulin-like growth factor binding protein 1 (IGFBP1) as HIF-2 target genes.However, prominent angiogenic and lymphangiogenic factors such as VEGFs, PDGFB, ANG and their receptors were not regulated in a HIF-dependent manner. As PAI-1 was linked to angiogenesis in literature and IGF-signaling, which is negatively regulated by IGFBP-1, was correlated with lymphangiogenesis, I decided to investigate their HIF-2α-dependent influence on HCC (lymph)angiogenesis. The knockdown of PAI-1 in HepG2 cells also lowered angiogenesis in PAI-1k/d cocultures similar to the HIF-2α k/d phenotype. PAI-1 as the potent inhibitor of tPA and uPA, both inducing the conversion of plasminogen to plasmin, also inhibits plasmin directly. Therefore, I assumed an increase of plasmin in HIF-2α k/d and PAI-1 k/d cocultures as a result of the reduced PAI-1 levels. Blocking plasmin with aprotinin in HIF-2α k/d cocultures restored angioge nesis, suggesting that HIF-2α increases PAI-1 to lower concentrations of active plasmin, thereby supporting angiogenesis. In further experiments I could exclude PAI-1 to reduce angiogenesis by inducing plasmin-mediated apoptosis of differentiating stem cells in PAI-1 k/d and HIF-2α k/d cocultures, but demonstrated an increase of VEGFA165 degradation in these cocultures, suggesting plasmin-catalyzed proteolysis of VEGF as an additional layer of regulation required to explain the angiogenic phenotype. Besides the pivotal role of PAI-1 in angiogenesis I also investigated its potentialinfluence in lymphangiogenesis. Indeed, the knockdown of PAI-1 reduced lymphaticstructures and implied an important but opposing role in lymphangiogenesis comparedto induced lymphangiogenesis in HIF-2α k/d cocultures. However, blocking plasmin again with aprotinin in HIF-2α k/d cocultures restored lymphangiogenesis to the level of control virus, which indicates a divergent lymphangiogenic role of plasmin in PAI-1 k/d and HIF-2α k/d cocultures, possibly because of other essential pathways masking the lymphangiogenic effects of PAI-1 in HIF-2α k/d cocultures.
HIF-2α resulting in reduced IGFBP1 expression induced the differentiation of stem cells toward a lymphatic cell type and significantly enhanced the assembly of human dermal lymphatic endothelial cells into tubes. These data point the first time to an important impact of HIF-2 in the regulatin of lymphangiogenesis in vitro by inducing IGFBP1 and thus, scavenging IGF-1. Furthermore, matrigel plug assays to investigate the in vivorelevance of these observations confirmed HIF-2α as a crucial factor in the regulation of lymphangiogenesis in vivo
In conclusion, this work provides evidence that HIF-2α is a key regulator of angiogenesis and lymphangiogenesis in HCC by regulating PAI-1 and IGFBP1. HIF-2α positively influences the angiogenic switch via PAI-1 and negatively affects lymphangiogenesis via IGFBP1 expression. Targeting HIF-2α in HCC to reduce tumor angiogenesis should be approached carefully, as it might be overcome by induced lymphangiogenesis and metastasis.
Fünfzehnhundertsiebenundachtzig : Literatur, Geschichte und die Historia von D. Johann Fausten
(2014)
Ausgehend von der Beobachtung, dass die 1587 in Frankfurt am Main erschienene »Historia von D. Johann Fausten« überaus erfolgreich war, wird die These formuliert, dass dieser Erfolg auf der dichten Vernetzung mit zeitgenössischen Techniken, Praktiken und Diskursen beruht. Um Teile dieses Netzwerks zu rekonstruieren, beschränkt sich der Beobachtungszeitraum auf die 1580er und frühen 1590er Jahre. Innerhalb dieses Zeitraums wird etwa untersucht, wie man am »Faustbuch« weiterschreibt, welche Rolle die Hexen- und Zaubererverfolgung spielt, wie es um den Einfluss der Transformationen des Postsystems und des Kalenders bestellt ist und was man von außergewöhnlichen Zeichen zu halten hat, die auf dem Körperäußeren erscheinen. Methodisch ist die Arbeit dem New Historicism verpflichtet, dessen vermittelnde Stellung zwischen ›Literatur‹ und ›Geschichte‹ auch dazu genutzt wird, gängige disziplinäre Grenzziehungen in Frage zu stellen.
Das Kino ist ein Ort, in dem das Kindliche vorausgesetzt und reaktiviert wird: kindlicher Glaube, kindlicher Wunsch und kindliche Ängste. Darum ist das Kino im freud'schen Sinne ein unheimlicher Ort par exellence, vor allem weil dort die Doppelgänger des Lebens erfahren werden, nämlich die Filme. Doppelgänger bezeichnet zwar ein aus narzisstischem Verhältnis entstandenes Spiegelbild, das aber im Laufe der Zeit zum Schattenbild wird, das uns dann an dem Tod erinnert. Das Kino bietet aus diesem Grund einen Möglichkeitsraum, in dem unser altes Ich sterben und neues Bewusstsein gewonnen werden kann, und zwar so wie die lacan'sche Trias den Heilungsprozess erklärt: durch den narzisstischen bzw. imaginären und symbolischen Tod, gelangt das Subjekt zum Realen, wo es sich seine eigene Realität erschafft.
Die vorliegende Studie befasst sich mit Stanley Kubricks letztem Film Eyes Wide Shut als Metafilm, der filmisches Sehen räumlich repräsentiert. Der Film wurde von Arthur Schnitzlers Traumnovelle inspiriert, die die sexuelle Ambivalenz in einer glücklichen Ehe durchforstet und die geträumte Untreue der Ehefrau mit dem wirklichen Versuch des Ehemannes gleichsetzt. Der Film verweist zudem auf das Kindliche, einerseits indem der Protagonist als Stellvertreter des Zuschauenden agiert, der wiederum wie ein Kleinkind wirkt, und andererseits indem die Frauen wie Puppen erscheinen. Das Augenmerk der Arbeit richtet sich auf die Erzählsituation sowie auf die geschlechterspezifische Darstellung, wobei die Dreierbeziehung zwischen Kubrick, Eyes Wide Shut und den Zuschauenden mit dem Erzählschema von Gérard Genette untersucht wird. Mit Eyes Wide Shut schuf Kubrick außerdem ein Metakino, indem er die innerfilmische Struktur die außerfilmische widerspiegeln ließ.
In Deutschland stehen maligne Tumoren des Kopf-/Halsbereiches an sechster Stelle in der Prävalenz aller Krebserkrankungen und in den nächsten Jahrzehnten wird von der Weltgesundheitsorganisation ein starker Anstieg der Inzidenz erwartet. Ab dem Tumorstadium T2 ist eine alleinige operative oder radiotherapeutische Behandlung nicht mehr erfolgsversprechend, so dass multimodale Therapiekonzepte zum Einsatz kommen sollten. Ein multimodaler Ansatz ist die TPF-Induktionschemotherapie, die bisher vielversprechende Ergebnisse geliefert hat. Eine Prognose hinsichtlich der Therapieerfolge ist bei Tumorpatienten generell schwierig. Um die Effektivität der Behandlung zu überprüfen muss das Ansprechen klinisch und histologisch evaluiert werden. Hinsichtlich Geschlecht, Alter, Tumorlokalisation, Staging und histologischem Grading lag eine repräsentative Patientenpopulation vor. Die Ergebnisse bezüglich Ki67-, EGFR-Ausprägungsgrad und der Anzahl der Gefäße fügen sich in die bisherige Datenlage ein. Die Korrelation zwischen Ki67 bzw. EGFR mit der Anzahl der Gefäße bestätigt den Zusammenhang zwischen Proliferation und Vaskularisation. Die fehlende Korrelation zwischen Ki67 und EGFR untermauert das Nebeneinander von verschiedenen Proliferationsmechanismen ohne molekularen Zusammenhang. Die Ergebnisse belegen einen besseren Erfolg der Chemotherapie bei hohem Proliferationsindex (Ki67) und guter Vaskularisation (vWF), während der Ausprägungsgrad von EGFR ohne Einfluss darauf ist. Mit Hilfe klinischer Daten (hier T- und N-Status) und molekularer Daten (hier Ki67, EGFR, und vWF) sind Vorhersagemodelle für das Ansprechen auf eine TPF-Induktionschemotherapie möglich. Mittels der Cox- Regression konnte ein Modell erstellt werden, an dem für verschiedene Ausprägungen von Ki67 das zu erwartende Gesamtüberleben abgelesen werden kann. Die Zukunft neuer Therapiestrategien und deren Erfolgsprognose liegen auf molekularer Ebene.
Efficient algorithms for object recognition are crucial for the newly robotics and computer vision applications that demand real-time and on-line methods. Some examples are autonomous systems, navigating robots, autonomous driving. In this work, we focus on efficient semantic segmentation, which is the problem of labeling each pixel of an image with a semantic class.
Our aim is to speed-up all of the parts of the semantic segmentation pipeline. We also aim at delivering a labeling solution on a time budget, that can be decided on-the-fly. For this purpose, we analyze all the components of the semantic segmentation pipeline, and identify the computational bottleneck of each of them. The different components of the pipeline are over-segmenting the image with local regions, extracting features and classify the local regions, and the final inference of the image labeling with semantic classes. We focus on each of these steps.
First, we introduce a new superpixel algorithm to over-segment the image. Our superpixel method runs in real-time and can deliver a solution at any time budget. Then, for feature extraction, we focus on the framework that computes descriptors and encodes them, followed by a pooling step. We see that the encoding step is the bottleneck, for computational efficiency and performance. We present a novel assignment-based encoding formulation, that allows for the design of a new, very efficient, encoding. Finally, the image labeling output is obtained modeling the dependencies with a Conditional Random Field (CRF). In semantic image segmentation, the computational cost of instantiating the potentials is much higher than MAP inference. We introduce Active MAP inference to on-the-fly select a subset of potentials to be instantiated in the energy function, leaving the rest as unknown, and to estimate the MAP labeling from such incomplete energy function.
We perform experiments on all proposed methods for the different parts of the semantic segmentation pipeline. We show that our superpixel extraction achieves higher accuracy than state-of-the-art on standard superpixel benchmark, while it runs in real-time. We test our feature encoding on standard image classification and segmentation benchmarks, and we show that our method achieves competitive results with the state-of-the-art, and requires less time and memory. Finally, results for semantic segmentation benchmark show that Active MAP inference achieves similar levels of accuracy but with major efficiency gains.
The cones of nonnegative polynomials and sums of squares arise as central objects in convex algebraic geometry and have their origin in the seminal work of Hilbert ([Hil88]). Depending on the number of variables n and the degree d of the polynomials, Hilbert famously characterizes all cases of equality between the cone of nonnegative polynomials and the cone of sums of squares. This equality precisely holds for bivariate forms, quadratic forms and ternary quartics ([Hil88]). Since then, a lot of work has been done in understanding the difference between these two cones, which has major consequences for many practical applications such as for polynomial optimization problems. Roughly speaking, minimizing polynomial functions (constrained as well as unconstrained) can be done efficiently whenever certain nonnegative polynomials can be written as sums of squares (see Section 2.3 for the precise relationship). The underlying reason is the fundamental difference that checking nonnegativity of polynomials is an NP-hard problem whenever the degree is greater or equal than four ([BCSS98]), whereas checking whether a polynomial can be written as a sum of squares is a semidefinite feasibility problem (see Section 2.2). Although the complexity status of the semidefinite feasibility problem is still an open problem, it is polynomial for fixed number of variables. Hence, understanding the difference between nonnegative polynomials and sums of squares is highly desirable both from a theoretical and a practical viewpoint.
This work is concerned with two topics at the intersection of convex algebraic geometry and optimization.
We develop a new method for the optimization of polynomials over polytopes. From the point of view of convex algebraic geometry the most common method for the approximation of polynomial optimization problems is to solve semidefinite programming relaxations coming from the application of Positivstellensätze. In optimization, non-linear programming problems are often solved using branch and bound methods. We propose a fused method that uses Positivstellensatz-relaxations as lower bounding methods in a branch and bound scheme. By deriving a new error bound for Handelman's Positivstellensatz, we show convergence of the resulting branch and bound method. Through the application of Positivstellensätze, semidefinite programming has gained importance in polynomial optimization in recent years. While it arises to be a powerful tool, the underlying geometry of the feasibility regions (spectrahedra) is not yet well understood. In this work, we study polyhedral and spectrahedral containment problems, in particular we classify their complexity and introduce sufficient criteria to certify the containment of one spectrahedron in another one.
Tympanal hearing organs of insects emit distortion-product otoacoustic emissions (DPOAEs) which are indicative of nonlinear mechanical sound processing. General characteristics of insect DPOAEs are comparable to those measured in vertebrates, despite distinct differences in ear anatomy. DPOAEs appear during simultaneous stimulation with two pure tones (f1<f2) as additional spectral peaks at frequencies of nf1-(n-1)f2 and nf2-(n-1)f1, with the 2f1-f2 emission being the most prominent one. Insect DPOAEs are highly vulnerable to manipulations that interfere with the animal's physiological state and disappear after death. First evidence from locusts suggested that scolopidial mechanoreceptors might play a role in frequency-specific DPOAE generation (Möckel et al. 2007). The overall aim of this thesis was to determine the source of sensitive, nonlinear hearing at high frequencies and of DPOAE generation in tympanal organs of insects.
The first project of the present thesis involved general characteristics of DPOAE generation in the bushcricket Mecopoda elongata and the selective exclusion of the scolopidial mechanoreceptors using the neuroactive insectizide pymetrozine (Möckel et al. 2011). Pymetrozin appears to act highly effective and selectively on chordotonal organs, without affecting other sensory organs that lack scolopidial receptors. Pymetrozine solutions were applied as closely as possible to the scolopidia via a cuticle opening in the tibia, distally to the organ. Applications at concentrations between 10-3 and 10-7 M led to a pronounced and irreversible decrease of DPOAE amplitudes. Both this study on bushcrickets (Möckel et al. 2011) and an earlier one on locusts (Möckel et al. 2007) hence indicate the involvement of scolopidia in DPOAE generation in insects, by using complementary methods (pharmacological versus mechanical manipulation) and different animal models.
The second project of the present thesis investigated the temperature-dependence of DPOAEs in the locust Locusta migratoria (Möckel et al. 2012). The suggested biological origin of acoustic two-tone distortions in insects should involve metabolic processes, whose temperature-dependence would directly affect the DPOAE generation. Body temperature shifts resulted in reversible, level- and frequency-dependent effects on the 2f1–f2 emission. Using low f2 frequencies of up to 10 kHz, a body temperature increase (median +8–9°C) led to an upward shift of DPOAE amplitudes of approximately +10 dB, whereas a temperature decrease (median –7°C) was followed by a reduction of DPOAE amplitudes by 3 to 5 dB. Both effects were only present in the range of the low-level component of DPOAE growth functions below f2 stimulus levels of approximately 30-40 dB SPL. Emissions induced by higher stimulus levels and frequencies (e.g. 12 and 18 kHz) remained unaffected by any temperature shifts. The Arrhenius activation energy of the underlying cellular component amounted to 34 and 41 kJmol-1 (for growth functions measured with 8 and 10 kHz as f2, respectively). Such activation energy values provide a hint that an intact dynein-tubulin system within the scolopidial receptors could play an essential part in the DPOAE generation in tympanal organs.
The third project of this thesis demonstrated mechanical DPOAE analogs in the tympanum's vibration pattern during two-tone stimulation in the locust Schistocerca gregaria, using laser Doppler vibrometry (Möckel et al. 2014). DPOAE generation crucially relies on the integrity of the scolopidial mechanoreceptors (Möckel et al. 2007, 2011), which in locusts, directly attach to the tympanal membrane. During two-tone stimulation, DPOAEs were shown to mechanically emerge at the tympanum region where the auditory mechanoreceptors are attached. Those emission-coupled vibrations differed remarkably from tympanum waves evoked by external pure tones of the same frequency, in terms of wave propagation, energy distribution, and location of amplitude maxima. In contrast to traveling wave-like characteristics of externally evoked vibrations, intrinsically generated waves were locally restricted to the region around the high frequency receptors’ attachment position. The mechanical gradient of the tympanal membrane that leads to direction-dependent properties probably avoids the spreading of these locally evoked waves, which are then reflected and occur only in restricted areas as standing waves. Selective inactivation of mechanoreceptors by mechanical lesions did not affect the tympanum's response to external pure tones, but abolished the emission's displacement amplitude peak. These findings provide evidence that tympanal auditory receptors, comparable to the situation in mammals, comprise the required nonlinear response characteristics, which during two-tone stimulation lead to additional, highly localized deflections of the tympanum.
This thesis is structured into 7 chapters:
• Chapter 2 gives an overview of the ultrashort high intensity laser interaction with matter. The laser interaction with an induced plasma is described, starting from the kinematics of single electron motion, followed by collective electron effects and the ponderamotive motion in the laser focus and the plasma transparency for the laser beam. The three different mechanisms prepared to accelerate and propagate electrons through matter are discussed. The following indirect acceleration of protons is explained by the Target Normal Sheath Acceleration (TNSA) mechanism. Finally some possible applications of laser accelerated protons are explained briefly.
• Chapter 3 deals with the modeling of geometry and field mapping of magnetic lens. Initial proton and electron distributions, fitted to PHELIX measured data are generated, a brief description of employed codes and used techniques in simulation is given, and the aberrations at the solenoid focal spot is studied.
• Chapter 4 presents a simulation study for suggested corrections to optimize the proton beam as a later beam source. Two tools have been employed in these suggested corrections, an aperture placed at the solenoid focal spot as energy selection tool, and a scattering foil placed in the proton beam to smooth the radial energy beam profile correlation at the focal spot due to chromatic aberrations. Another suggested correction has been investigated, to optimize the beam radius at the focal spot by lens geometry controlling.
• Chapter 5 presents a simulation study for the de-neutralization problem in TNSA caused by the fringing fields of pulsed magnetic solenoid and quadrupole. In this simulation, we followed an electrostatic model, wherethe evolution of both, self and mutual fields through the pulsed magnetic solenoid could be found, which is not the case in the quadrupole and only the growth of self fields could be found. The field mapping of magnetic elements is generated by the Matlab program, while the TraceWin code is employed to study the tracking through magnetic elements.
• Chapter 6 describes the PHELIX laser parameters at GSI with chirp pulse amplification technique (CPA), and Gafchromic Radiochromic film RCF) as a spatial energy resolver film detector. The results of experiments with laser proton acceleration, which were performed in two experimental areas at GSI (Z6 area and PHELIX Laser Hall (PLH)), are presented in section 6.3.
• Chapter 7 includes the main results of this work, conclusions and gives a perspective for future experimental activities.