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Entwicklung von Immunisierungsstrategien zur Induktion hoher funktionaler Antikörperantworten
(2018)
Neuartige Viren und Erreger, die sich antigenetisch tiefgreifend von bekannten Varianten unterscheiden, können verheerende Epidemien auslösen, da weder gegen diese Erreger eine Immunität in der Bevölkerung besteht, noch prophylaktische oder therapeutische Maßnahmen verfügbar sind. Eine prophylaktisch vermittelte Immunität durch Impfung stellt die bei Weitem effektivste Methode zur Vorbeugung viraler Infektionen dar, jedoch sind die Entwicklungs- und Herstellungszeiten eines neuen Impfstoffs in der Regel mit der Ausbruchsdynamik nicht kompatibel. Inzwischen steht zwar eine überschaubare Anzahl antiviraler Medikamente zur Verfügung, doch ist die Wahrscheinlichkeit gering, dass diese meist hoch spezifischen Wirkstoffe gegen neu auftretende Viren aktiv sind. Das beispiellose Ausmaß der Ebola-Epidemie 2014 führte zum Einsatz experimenteller antikörperbasierter Therapien, welche das Potential der passiven Vermittlung von temporärem Immunschutz naiver Personen verdeutlicht. Für viele neuartige Viren ist die Entwicklung von Therapieansätzen allerdings noch nicht entsprechend weit fortgeschritten. Zudem bedingt eine Verwendung des eigentlichen Erregers oft hohe Sicherheitsmaßnahmen, was die Arbeit erschwert. Aus diesem Grund werden Notfalltherapien benötigt, die schnell in klinisch relevanter Qualität und Quantität unter niedrigen biologischen Sicherheitsmaßnahmen produziert werden können.
Diese Arbeit basiert auf der zentralen Hypothese, dass die Induktion von hohen Titern funktioneller Antikörperantworten die Basis für einen breiteren Schutz gegen antigenetisch entferntere Virusstämme sowie für die schnelle Produktion von therapeutischen Antiseren darstellt.
Um diese Hypothese zu testen und Einblicke in verschiedene Aspekte dieses Prozesses zu bekommen, wurde zunächst die Nutzung von Adjuvanzien als Zusätze für Impfstoffe am Beispiel des pandemischen A(H1N1)pdm09-Impfstoffs untersucht. Neben den alljährlichen Epidemien, die von saisonalen Influenza-A-Viren der Subtypen H1N1 oder H2N3 verursacht werden, können neuartige Subtypen zu weltweiten Pandemien führen. Während die saisonalen Influenza-Impfstoffe in der Regel keine Adjuvanzien enthalten, wurden einige pandemische H1N1-Impfstoffe aus 2009 mit einem reduzierten Antigengehalt formuliert und mit squalenbasierten Adjuvanzien kombiniert, um eine ausreichende Wirksamkeit bei größerer Verfügbarkeit zu gewährleisten. Zur Charakterisierung des Effekts dieser Adjuvanzien auf die Immunantworten wurden Frettchen mit 2 µg des kommerziellen H1N1pmd09-Impfstoffes alleine sowie in Kombination mit verschiedenen Adjuvanzien immunisiert, die Antikörpertiter gegen homologe und heterologe Influenzastämme untersucht und mit dem Schutz vor einer Infektion korreliert. Dabei zeigte sich, dass die Verwendung squalenbasierter Adjuvanzien die funktionalen Antikörperantworten um das 100-fache erhöhte und zu einer signifikant reduzierten Viruslast nach der Infektion mit dem homologen pandemischen Virus führte. Während in keiner Gruppe Antikörper gegen die heterologen Hämagglutinin-(HA-)Proteine H3, H5, H7 und H9 nachweisbar waren, induzierten mit squalenbasierten Adjuvanzien kombinierte Impfstoffe subtypenspezifische Antikörper gegen das N1 Neuraminidase-(NA-)Protein einschließlich H5N1. Darüber hinaus führte die Immunisierung mit squalenbasierten Adjuvanzien zu einer besseren Kontrolle der Influenzavirus-Replikation in den oberen Atemwegen.
Anschließend wurde im zweiten Teil dieser Arbeit unter Einbeziehung der gewonnenen Erkenntnisse eine Immunisierungsstrategie zur schnellen Produktion therapeutischer Hyper-immunseren entwickelt, wobei unterschiedliche Antigenexpressionssysteme miteinander verglichen wurden. Während in den frühen Stadien eines Ausbruchs Rekonvaleszenzseren nicht ohne weiteres verfügbar sind, können Antiseren tierischen Ursprungs innerhalb eines kurzen Zeitraums hergestellt werden. Die Herausforderung liegt in der schnellen Induktion einer schützenden Immunität, wobei die effiziente Produktion und Reinigung von Hyperimmunserum in klinisch relevanten Mengen ebenso essenziell ist wie die Anpassungsfähigkeit der Immunisierungsstrategie an neue oder hinsichtlich ihrer Antigenizität veränderte Viren. Hierzu wurden verschiedene Immunisierungsstrategien in Mäusen und Kaninchen verglichen, die unterschiedliche Expressionssysteme für das Modellantigen Ebolavirus-Glykoprotein (EBOV-GP) verwenden: (i) Ebolavirus-ähnliche Partikel (VLP), (ii) das rekombinante modifizierte Vacciniavirus Ankara (MVA) sowie (iii) das rekombinante Virus der vesikulären Stomatitis (VSV). Im Ergebnis induzierte eine dreimalige Immunisierung mit VLPs in Kombination mit squalenhaltigem Adjuvans neutralisierende Antikörpertiter, die vergleichbar mit der Immunisierung mit replikationskompetentem VSVΔG/EBOV-GP waren. Dies deutet darauf hin, dass nicht die De-novo-Antigenexpression, sondern vielmehr die mehrfache Präsentation des Antigens in nativer Konformation für die Produktion von neutralisierenden Antikörpern essenziell ist. Darüber hinaus waren die funktionalen Antikörpertiter aller Kaninchenseren in der In-vitro-Analyse gegen das Wildtypvirus 10- bis 100-fach höher als der Durchschnitt, der in mit VSVΔG/EBOV-GP geimpften Probanden beobachtet wurde. Die Etablierung eines optimierten mehrstufigen Reinigungsverfahrens unter Verwendung einer zweistufigen Ammoniumsulfat-Präzipitation, gefolgt von einer Protein-A-Affinitätschromatographie, führte zu aufgereinigten IgG-Präparationen mit nahezu unveränderter neutralisierender Aktivität, die über neun Tage im xenogenen In-vivo-Modell stabil waren. Die signifikante Erhöhung von totalen und funktionalen Antikörpertitern in Kombination mit einer größeren Breite der Antikörperantwort im Kontext von squalenbasierten Adjuvanzien stützt die Hypothese dieser Arbeit. Adjuvantierte Immunisierungsstrategien sind damit ein vielversprechender Ansatz nicht nur zur Wirksamkeitssteigerung von Subunit- und Proteinimpfstoffen, sondern auch zur schnellen Herstellung von therapeutischen Antiseren.
Um molekulare Mechanismen in biologischen Prozessen zu verstehen, ist es unerlässlich biologisch aktive Verbindungen zu kontrollieren. Dabei spielt besonders die Aktivierung bzw. Desaktivierung von Genabschnitten eine zentrale Rolle in der gegenwärtigen chemischen, biologischen und medizinischen Forschung. Nukleinsäuren sind dabei offenkundige Zielmoleküle, da sie die Genexpression auf unterster Ebene regulieren und auf vielfältige Art und Weise an biologischen Prozessen beteiligt sind. Um solch eine genaue Steuerung zu erreichen, werden Nukleinsäuren häufig photolabil modifiziert und unter die Kontrolle von Licht gebracht. Da hochentwickelte Technologien es erlauben Photonen bestimmter Energie unter präziser räumlicher und zeitlicher Auflösung zu dosieren, ist Licht als nicht invasives Triggersignal ein besonders geeignetes Werkzeug um molekulare Prozesse zu kontrollieren.
Die Verwendung photolabiler Schutzgruppen („cage“) ermöglicht es, diese lichtaktivierbaren Nukleinsäuren („caged compound“) herzustellen. Üblicherweise werden Oligonukleotide damit an funktionsbestimmenden Stellen versehen, woraufhin die Funktion der Oligonukleotide unterdrückt wird. Die biologische Aktivität kann durch Bestrahlung mit Licht wieder hergestellt werden, da die photolabile Schutzgruppe durch den Lichtimpuls abgespalten wird. Neben der zeitweiligen Maskierung der Nukleinsäureaktivität existiert auch eine Methode, die als „photoaktivierbarer Strangbruch“ (‘‘caged strand break‘‘) bezeichnet wird. Dabei werden mit Hilfe von photolabilen Linkern (‘‘Verknüpfer‘‘) lichtinduzierte Strangbrüche in Oligonukleotiden ausgelöst, um so beispielsweise die Struktur eines Nukleinsäurestrangs zu zerstören. Die Idee der photoaktivierbaren Strangbrüche ist nicht neu, dennoch werden photolabile Schutzgruppen überwiegend nach der erstgenannten Strategie verwendet. Im Rahmen dieses Promotionsvorhabens wurden neue photosensitive Linkerbausteine für Oligonukleotide entwickelt und hergestellt, welche sich vor allem im Hinblick auf die Anwendbarkeit in lebenden biologischen Systemen von den bisherigen photolabilen Linkern unterscheiden.
Im ersten Projekt wurde ein nicht-nukleosidischer, photolabiler Linker, basierend auf dem Cumaringrundgerüst, entwickelt. Das Ziel war hier, vor allem, einen zweiphotonenaktiven Linker für biologische Anwendungen und Zweiphotonen-Fragestellungen nutzbar zu machen. Bisherige Zweiphotonen-Linker konnten hauptsächlich nur für Proteinverknüpfungen bzw. Neurotransmitter verwendet werden oder mussten chemisch umständlich (z.B. Click-Chemie) und postsynthetisch in Oligonukleotide eingeführt werden. Der neu entwickelte Zweiphotonen-Linker wurde als Phosphoramiditbaustein für die Oligonukelotid-Festphasensynthese synthetisiert, was einen problemlosen und automatisierten Einbau garantiert. Mit einem modifizierten Oligonukleotid konnten die photochemischen Eigenschaften des Linkers bestimmt und mit Hilfe eines fluoreszenzbasierten Verdrängungsassays und Lasertechniken der Zweiphotonen-Effekt visualisiert werden. Dazu wurde ein Hairpin-DNA-Strang hergestellt, welcher eine Linkermodifikation im Bereich der Loopregion enthält. Durch eine Thiolmodifikation am 5‘-Ende des Oligonukleotidstranges war es möglich, diesen in einem Maleimid-funktionalisierten Hydrogel zu fixieren. Ein DNA-Duplex mit einem Fluorophor/Quencherpaar und einer korrespondierenden Sequenz zum modifizierten Hairpin-Strang wurde ebenfalls dem System zugegeben, allerdings wurde dieser nicht fixiert, um Diffusion zu ermöglichen. Durch die räumliche Nähe des Fluorophors zum Quencher konnte im unbelichteten Zustand zunächst keine Fluoreszenz gemessen werden. Mit einem (Femtosekunden-)gepulsten Laser und dem damit verbundenen Bindungsbruch im Hairpin-Strang durch Zweiphotonen-Effekte wurde es dem fluoreszierenden Strang des DNA-Duplex ermöglicht, sich vom Quencher-Strang zu lösen und an den fixierten Strang zu hybridisieren. Das Photolyse-Ereignis konnte so in ein lokales Fluoreszenzsignal übersetzt und detektiert werden.
Der eindeutige Beweis, dass es sich tatsächlich um ein Zweiphotonen-induziertes Ereignis handelt, konnte durch die dreidimensional aufgelöste Photolyse und über die quadratische Anhängigkeit des Fluoreszenzsignals von der eingestrahlten Laserleistung erbracht werden.
Die generelle Kompatibilität des Cumarin-Linkers mit biologischen Systemen konnte in Zellkulturexperimenten gezeigt werden. Dazu wurde eine Transkriptionsfaktor-DNA Decoy-Strategie entwickelt, in der Linker-modifizierte DNA Decoys an regulatorische Transkriptionsfaktoren binden und diese aber auch photochemisch wieder freisetzen können („catch and release-Strategie“). Zellkulturexperimente, um mit dieser Methode das Transkriptionsfaktor-gesteuerte und endogene Gen für Cyclooxygenase-2 (COX2) zu regulieren, lieferten keine aussagekräftigen Ergebnisse. Daher wurden die verwendeten Zellen dahingehend manipuliert, sodass sie das Protein GFP (grün fluoreszierendes Protein) in Abhängigkeit von der Anwesenheit eines Transkriptionsfaktors exprimieren. Das so durch die Zellen verursachte Fluoreszenzsignal steht in direkter Abhängigkeit zur Decoy-Aktivität. Mit Hilfe modifizierter GFP-Decoys konnte hierbei eine Regulation auf Transkriptionsebene in biologischen Organismen erreicht werden. Mit dem Electrophoretic Mobility Shift Assay (EMSA), einer molekularbiologischen in vitro-Analysetechnik, wurden die Interaktionen zwischen modifizierten Decoys und dem Transkriptionsfaktor untersucht.
...
This thesis is concerned with systematic investigations of electronic noise in novel condensed matter systems. Although fluctuations are frequently considered a nuisance, that is, a disturbance limiting the accuracy of scientific measurements, in many cases they can reveal fundamental information about the inherent system dynamics. During the past decades, the study of electronic fluctuations has evolved into an indispensable tool in condensed matter physics.
The focus of the present work lies both in a further development of the fluctuation spectroscopy technique and in the study of materials of current interest. In particular, a comprehensive study of the charge carrier dynamics in the archetypal diluted magnetic semiconductors (Ga,Mn)As and (Ga,Mn)P was performed. In spite of extensive research work carried out during the last years, there still exists no theoretical consensus on the precise mechanism of ferromagnetic order and the electronic structure in these materials. Moreover, disorder and correlation effects complicate the understanding of these compounds.
Fluctuation spectroscopy experiments presented in this work provide strong evidence that a percolation transition is observed in samples with localized charge carriers, since the normalized resistance noise magnitude displays a significant enhancement around the Curie temperature. In addition, this quantity exhibits a power law scaling behavior as a function of the resistance, which is in good agreement with theoretical models of percolating systems.
By contrast, it was found that the resistance noise in metallic samples is mainly dominated by the physics of defects such as manganese interstitials and arsenic antisites. Furthermore, first noise studies were carried out on hafnia- and yttria-based resistive random access memories. In these memristor devices, the rupture and re-formation of oxygen deficient conducting filaments caused by the electric field and Joule heating driven motion of mobile anions lead to an unusual resistance switching behavior. For the first time, comparative noise measurements on oxygen deficient and stoichiometric hafnium oxide devices, as well as on novel yttrium oxide based devices were performed in this work. Finally, new strategies for noise measurements of highly insulating and extremely low-resistive samples were developed and realized. In detail, an experimental setup for the measurements of dielectric polarization fluctuations in insulating systems was designed and successfully tested. Here, the polarization noise of a sample is measured as current or voltage fluctuations produced within a capacitance cell. The study of dielectric polarization noise allows for conclusions to be drawn regarding equilibrium structural dynamics in insulators such as relaxor ferroelectrics. On the other hand, as successfully demonstrated for a heavy-fermion compound, focused ion beam etching enables to introduce a meander-shaped geometry in single crystal platelets, in order to strongly enhance the sample resistance and thus make resistance noise measurements possible. First results indicate a connection of the noise properties with the Kondo effect in the investigated material.
Infections with the hepatitis B virus (HBV) or the hepatitis C virus (HCV) lead to complications like the development of cirrhosis or hepatocellular carcinoma. These complications end up in 887,000 and 500,000 deaths per year, respectively. Since the development of new direct acting antiviral agents for HCV in the past years a complete cure of an HCV infection can be achieved in the majority of the patients. In contrast, a complete cure of a chronic HBV infection still remains a challenging problem as current treatment regimens mainly suppress the viral replication and cccDNA as well as integrated DNA still persist in these patients. Several viral and host factors were described to impair the efficacy of treatment regimens or influence the course of the infection. Therefore, in this work viral factors as well as host factors were investigated in HBeAg negative chronic HBV infected patients and in chronic HCV infected patients. In the present study, it was demonstrated that mutations and/or deletions in the HBV basal core promoter (BCP), the precore and the preS domain occur in a genotype-specifc pattern in HBeAg negative HBV infected patients. While the BCP double mutation A1762T/G1764A was found with the highest prevalence in genotype E infected patients, the precore mutation G1896A occurred mostly in genotype B infected patients. Variants in the preS domain could be detected with the highest frequency in patients infected with genotype C. In patients, who had to start an antiviral therapy during the course of the disease, mutations in the precore region could be detected with a higher frequency in the samples right before treatment start in comparison to the baseline sample.
While different HBV genotypes and preS mutations were not associated with HBV-DNA serum levels, precore mutations as well as BCP mutations were significantly associated with HBV-DNA levels. Furthermore, precore mutations showed lower and preS mutations higher HBsAg levels. The HBsAg serum levels varied significantly among the different genotypes. Since HBsAg levels < 1000 IU/ml have been described as a prognostic marker in several studies, the prevalence of patients with HBsAg < 1000 IU/ml was analyzed among the genotypes A - E. While most of the patients infected with HBV genotype B had HBsAg < 1000 IU/ml, only a few patients infected HBV genotype E and A had HBsAg < 1000 IU/ml.
Furthermore, HBV genotype A genomes derived from patients harboring a) A1762T/ G1764A (BCP), b) G1896A/G1899A (precore), c) 15 aa deletion in preS1, d) no mutation (reference genome) were cloned and analyzed in vitro. An enhanced expression but reduced secretion of viral genomes was found in the preS-deletion- and the precore-variant. No differences in the HBsAg production and secretion were observed in the cloned precore- or BCP-variant, while the preS-deletion-variant was characterized with an elevated HBsAg release.
Regarding the secretion of viral and subviral particles, a genotype-specifc pattern of the L/M/SHBs ratio was detected in the serum of patients infected with genotypes A - E. This pattern did not change in the serum of patients, who started antiviral treatment. Secreted HBsAg containing particles displayed a higher density as well as a higher filaments/spheres ratio in genotypes B and D compared to genotypes A, C and E. Population-based and deep sequencing revealed large deletions in the preS domain or preS2 start codon mutations in a certain number of the viral genomes. Theoretically, these mutations/deletions should influence the molecular weight of the expressed protein or abolish the expression of the protein at all. In contrast, LHBs/MHBs were detectable and appeared at the same molecular weight in these patient samples in comparison to patient samples without these mutations. Furthermore, in the in vitro analyses comparing the reference genome and the preS1-deletion genome, it was shown that the deletion indeed influenced the molecular weight of LHBs. Therefore, HBsAg might be expressed from a genetically different source than the released viral genomes, meaning the integrated DNA.
Additionally, in the present study the prevalence of resistance associated substitutions (RASs) in the viral genes NS3, NS5A and NS5B of chronic HCV infected patients was analyzed in correlation to single nucleotide polymorphisms (SNPs) in the interferon-λ4 (IFNL4) gene of the infected patients. No significant correlation was found between IFNL4 SNPs and RASs within NS3/NS5B in the present cohort. In contrast, the frequently detected NS5A RAS Y93H could be significantly associated with beneficial IFNL4 SNPs and a high baseline viral load in HCV genotype 1-infected patients.
Taken together, the present study demonstrated that viral genome mutations as well as the morphology of secreted particles occur in a genotype-dependent pattern in HBeAg negative HBV infected patients with no need of antiviral therapy. As the amount of serum qHBsAg levels varied among the different genotypes, the HBsAg cut-off < 1000 IU/ml should be adapted individually among the various genotypes. Because the composition of the secreted subviral particles varied between the different genotypes, a genotype-specific immune-response might be induced in these patients. Additionally, the results of the present study indicate that in HBeAg negative HBV infected patients with mutations or deletions in the preS domain MHBs and LHBs might be expressed from the integrated DNA and therefore from a genetically different source than the released viral genomes.
Aside from that, the finding of a significant association of the NS5A RAS Y93H with beneficial IFNL4 SNPs in chronic HCV infected patients may explain a lack of a correlation or an inverse correlation of treatment response with the IFNL4 genotype in some NS5A inhibitor-containing IFN-free regimens.
Evoked potentials (EPs) are well established in clinical practice for diagnosis and prognosis in multiple sclerosis (MS). However, their value is limited to the assessment of their respective functional systems. Here, we used transcranial magnetic stimulation (TMS) coupled with electroencephalography (TMS-EEG) to investigate cortical excitability and spatiotemporal dynamics of TMS-evoked neural activity in MS patients. Thirteen patients with early relapsing–remitting MS (RRMS) with a median Expanded Disability Status Scale (EDSS) of 1.0 (range 0–2.5) and 16 age- and gender-matched healthy controls received single-pulse TMS of left and right primary motor cortex (L-M1 and R-M1), respectively. Resting motor threshold for L-M1 and R-M1 was increased in MS patients. Latencies and amplitudes of N45, P70, N100, P180, and N280 TMS-evoked EEG potentials (TEPs) were not different between groups, except a significantly increased amplitude of the N280 TEP in the MS group, both for L-M1 and R-M1 stimulation. Interhemispheric signal propagation (ISP), estimated from the area under the curve of TEPs in the non-stimulated vs. stimulated M1, also did not differ between groups. In summary, findings show that ISP and TEPs were preserved in early-stage RRMS, except for an exaggerated N280 amplitude. Our findings indicate that TMS-EEG is feasible in testing excitability and connectivity in cortical neural networks in MS patients, complementary to conventional EPs. However, relevance and pathophysiological correlates of the enhanced N280 will need further study.
Background: The recurrence rate in lumbar disc herniations (LDH) has been reported between 5 and 25%. There are only few data about this phenomenon that occurs within days of the initial operation. We analyse early recurrent LDH by analysis of data from the German Spine register.
Methods: Data from patients undergoing disc herniation surgery in the lumbar region were extracted from the German Spine Registry between 1st January 2012 and 31st December 2016. Patients with early recurrent LDH within days of initial surgery were separately analysed.
Results: A total of 9310 surgeries for LDH were documented in the German Spine Register. From these patients 115 (1.2%) presented an early recurrent disc surgeries within days of the initial surgery. The mean age was 70 ± 2.50 years. Most affected segment was L4/5 (47 cases, 41%), followed by L3/4 (45 cases, 39%). The most of our patients showed a normal or overweight Body Mass Index. Surgery for early recurrent LDH was associated with a high rate of incidental durotomies (20 cases, 17.6%). In 3 cases (2.6%) therapy with a lumbar drain was necessary.
Conclusions: The rate of early recurrent LDH within days of surgery is 1.2%. Age seems to be an important factor in early recurrent LDH while obesity does not. The data of the German Spine Register seems to have a reliable data collection system that can perform multicentre data analysis. The databases from this Register could be used in the future for various purposes, such as the evaluation of multicentre surgical techniques, results in patients with various surgical procedures and basic research in spine surgery.
Background: Juvenile dermatomyositis (JDM) is the most common inflammatory myopathy in childhood and a major cause of morbidity among children with pediatric rheumatic diseases. The management of JDM is very heterogeneous. The JDM working group of the Society for Pediatric Rheumatology (GKJR) aims to define consensus- and practice-based strategies in order to harmonize diagnosis, treatment and monitoring of JDM.
Methods: The JDM working group was established in 2015 consisting of 23 pediatric rheumatologists, pediatric neurologists and dermatologists with expertise in the management of JDM. Current practice patterns of management in JDM had previously been identified via an online survey among pediatric rheumatologists and neurologists. Using a consensus process consisting of online surveys and a face-to-face consensus conference statements were defined regarding the diagnosis, treatment and monitoring of JDM. During the conference consensus was achieved via nominal group technique. Voting took place using an electronic audience response system, and at least 80% consensus was required for individual statements.
Results: Overall 10 individual statements were developed, finally reaching a consensus of 92 to 100% regarding (1) establishing a diagnosis, (2) case definitions for the application of the strategies (moderate and severe JDM), (3) initial diagnostic testing, (4) monitoring and documentation, (5) treatment targets within the context of a treat-to-target strategy, (6) supportive therapies, (7) explicit definition of a treat-to-target strategy, (8) various glucocorticoid regimens, including intermittent intravenous methylprednisolone pulse and high-dose oral glucocorticoid therapies with tapering, (9) initial glucocorticoid-sparing therapy and (10) management of refractory disease.
Conclusion: Using a consensus process among JDM experts, statements regarding the management of JDM were defined. These statements and the strategies aid in the management of patients with moderate and severe JDM.
The results of this thesis lie in the area of convex algebraic geometry, which is the intersection of real algebraic geometry, convex geometry, and optimization.
We study sums of nonnegative circuit polynomials (SONC) and their related cone, both geometrically and in application to polynomial optimization. SONC polynomials are certain sparse polynomials having a special structure in terms of their Newton polytopes and supports, and serve as a certificate of nonnegativity for real polynomials, which is independent of sums of squares.
The first part of this thesis is dedicated to the convex geometric study of the SONC cone. As main results we show that the SONC cone is full-dimensional in the cone of nonnegative polynomials, we exactly determine the number of zeros of a nonnegative circuit polynomial, and we give a complete and explicit characterization of the number of zeros of SONC polynomials and forms. Moreover, we provide a first approach to the study of the exposed faces of the SONC cone and their dimensions.
In the second part of the thesis we use SONC polynomials to tackle constrained polynomial optimization problems (CPOPs).
As a first step, we derive a lower bound for the optimal value of CPOP based on SONC polynomials by using a single convex optimization program, which is a geometric program (GP) under certain assumptions. GPs are a special type of convex optimization problems and can be solved in polynomial time. We test the new method experimentally and provide examples comparing our new SONC/GP approach with Lasserre's relaxation, a common approach for tackling CPOPs, which approximates nonnegative polynomials via sums of squares and semidefinite programming (SDP). The new approach comes with the benefit that in practice GPs can be solved significantly faster than SDPs. Furthermore, increasing the degree of a given problem has almost no effect on the runtime of the new program, which is in sharp contrast to SDPs.
As a second step, we establish a hierarchy of efficiently computable lower bounds converging to the optimal value of CPOP based on SONC polynomials. For a given degree each bound is computable by a relative entropy program. This program is also a convex optimization program, which is more general than a geometric program, but still efficiently solvable via interior point methods.
Testicular germ cell cancer in a metastatic state is curable with a cisplatin‑based first line chemotherapy. However, 10‑15% of these patients are resistant to first line chemotherapy and are thus left with only palliative options. Immunotherapies and inhibition of angiogenesis used in multiple types of cancer; however, the molecular context of angiogenesis and immune checkpoints in the development and progression of testicular cancers is still unknown. Therefore, the present study performed tissue micro array based analysis of 84 patients with immunohistochemistry of programmed cell death protein 1 (PD‑1), programmed cell death ligand 1 (PD‑L1) and vascular endothelial growth factor receptor 2 (VEGFR2) of testicular cancer and corresponding normal appearing testis tissue, matching the results with clinical data. The results demonstrated that PD‑L1 was significantly upregulated in testicular tumors and that PD‑1 positive cells significantly infiltrated the testicular tumor when compared with normal testicular tissue. VEGFR2 was significantly upregulated in testicular cancer. It was indicated that PD‑1 expressing cytotoxic cells may require pathologic tumor vessels to pass the blood‑testis‑barrier in order to migrate into the tumor. Notably, when matching the clinical data for PD‑1, PD‑L1 and VEGFR2 there were no differences in expression in the different International Germ Cell Cancer Collaborative Group stages of non‑seminoma. These data suggested that the anti‑PD‑1/PD‑L1 immunotherapy and the anti‑angiogenic therapy, sequentially or in combination, may be a promising option in the treatment of testicular cancer.
According to embodied cognition accounts, viewing others’ facial emotion can elicit the respective emotion representation in observers which entails simulations of sensory, motor, and contextual experiences. In line with that, published research found viewing others’ facial emotion to elicit automatic matched facial muscle activation, which was further found to facilitate emotion recognition. Perhaps making congruent facial muscle activity explicit produces an even greater recognition advantage. If there is conflicting sensory information, i.e., incongruent facial muscle activity, this might impede recognition. The effects of actively manipulating facial muscle activity on facial emotion recognition from videos were investigated across three experimental conditions: (a) explicit imitation of viewed facial emotional expressions (stimulus-congruent condition), (b) pen-holding with the lips (stimulus-incongruent condition), and (c) passive viewing (control condition). It was hypothesised that (1) experimental condition (a) and (b) result in greater facial muscle activity than (c), (2) experimental condition (a) increases emotion recognition accuracy from others’ faces compared to (c), (3) experimental condition (b) lowers recognition accuracy for expressions with a salient facial feature in the lower, but not the upper face area, compared to (c). Participants (42 males, 42 females) underwent a facial emotion recognition experiment (ADFES-BIV) while electromyography (EMG) was recorded from five facial muscle sites. The experimental conditions’ order was counter-balanced. Pen-holding caused stimulus-incongruent facial muscle activity for expressions with facial feature saliency in the lower face region, which reduced recognition of lower face region emotions. Explicit imitation caused stimulus-congruent facial muscle activity without modulating recognition. Methodological implications are discussed.
We develop a model that reproduces the average return and volatility spread between sin and non-sin stocks. Our investors do not necessarily boycott sin companies. Rather, they are open to invest in any company while trading off dividends against ethicalness. We show that when dividends and ethicalness are complementary goods and investors are sufficiently risk averse, the model predicts that the dividend share of sin companies exhibits a positive relation with the future return and volatility spreads. Our empirical analysis supports the model's predictions.
Optogenetics offers a unique method to regulate the activity of select neural circuits. However, the electrophysiological consequences of targeted optogenetic manipulation upon the entire circuit remain poorly understood. Analysis of the sensory-CNS-motor circuit in Drosophila larvae expressing eHpHR and ChR2-XXL revealed unexpected patterns of excitability. Optical stimulation of motor neurons targeted to express eNpHR resulted in inhibition followed by excitation of body wall contraction with repetitive stimulation in intact larvae. In situ preparations with direct electrophysiological measures showed an increased responsiveness to excitatory synaptic activity induced by sensory stimulation within a functional neural circuit. To ensure proper function of eNpHR and ChR2-XXL they were expressed in body wall muscle and direct electrophysiological measurements were obtained. Under eNpHR induced hyperpolarization the muscle remained excitable with increased amplitude of excitatory postsynaptic synaptic potentials. Theoretical models to explain the observations are presented. This study aids in increasing the understanding of the varied possible influences with light activated proteins within intact neural circuits.
In the last decade, central bank interventions, flights to safety, and the shift in derivatives clearing resulted in exceptionally high demand for high quality liquid assets, such as German treasuries, in the securities lending market besides the traditional repo market activities. Despite the high demand, the realizable securities lending income has remained economically negligible for most beneficial owners. We provide empirical evidence of pricing inefficiencies in the non-transparent, oligopolistic securities lending market for German treasuries from 2006 to 2015. Consistent with Duffie, Gârleanu and Pedersen (2005)’s theory, we find that the less connected market participants’ interests are underrepresented, evident in the longer maturity segment, where lenders are more likely to be conservative passive investors, such as pension funds and insurance firms. The low price elasticity in this segment hinders these beneficial owners to fully capitalize on the additional income from securities lending, giving rise to important negative welfare implications.
Cervical spine injuries are frequent and often caused by a blunt trauma mechanism. They can have severe consequences, with a high mortality rate and a high rate of neurological lesions.Diagnosis is a three-step process: 1) risk assessment according to the history and clinical features, guided by a clinical decision rule such as the Canadian C-Spine rule; 2) imaging if needed; 3) classification of the injury according to different classification systems in the different regions of the cervical spine.The urgency of treatment is dependent on the presence of a neurological lesion and/or instability. The treatment strategy depends on the morphological criteria as defined by the classification.
In this study we investigate which economic ideas were prevalent in the macroprudential discourse post-crises in order to understand the availability of ideas for reform minded agents. We base our analysis on new findings in the field of ideational shifts and regulatory science, which posit that change-agents engage with new ideas pragmatically and strategically in their effort to have their economic ideas institutionalized. We argue that in these epistemic battles over new regulation, scientific backing by academia is the key resource determining the outcome. We show that the present reforms implemented internationally follow this pattern. In our analysis we contrast the entire discourse on systemic risk and macroprudential regulation with Borio’s initial 2003 proposal for a macroprudential framework. We find that mostly cross-sectional measures targeted towards increasing the resilience of the financial system rather than inter-temporal measures dampening the financial cycle have been implemented. We provide evidence for the lacking support of new macroprudential thinking within academia and argue that this is partially responsible for the lack of anti-cyclical macroprudential regulation. Most worryingly, the financial cycle is largely absent in the academic discourse and is only tacitly assumed instead of fully fledged out in technocratic discourses, pointing to the possibility that no anti-cyclical measures will be forthcoming.
Background: Conversion from calcineurin inhibitor (CNI) therapy to everolimus within 6 months after kidney transplantation improves long-term graft function but can increase the risk of mild biopsy-proven acute cellular rejection (BPAR). We performed a post-hoc analysis of histological data from a randomized trial in order to further analyze histologic information obtained from indication and protocol biopsies up to 5 years after transplantation.
Methods: Biopsy samples obtained up to 5 years post-transplant were analyzed from the randomized ZEUS study, in which kidney transplant patients were randomized at month 4.5 to switch to everolimus (n = 154) or remain on cyclosporine (CsA)-based immunosuppression (n = 146). All patients received mycophenolate and steroids.
Results: At least one investigator-initiated biopsy was undertaken in 53 patients in each group between randomization and year 5, with a mean (SD) of 2.6 (1.7) and 2.2 (1.4) biopsies per patient in the everolimus and CsA groups, respectively. In the everolimus and CsA groups, investigator-initiated biopsies showed (i) BPAR in 12.3 and 7.5% (p = 0.182) of patients, respectively, with episodes graded mild in 22/24 and 18/20 cases (ii) CsA toxicity lesions in 4.5 and 10.3% of patients (p = 0.076) (iii) antibody-mediated rejection in 0.6 and 2.7% of patients (p = 0.204), respectively.
Conclusions: This analysis of histological findings in the ZEUS study to 5 years after kidney transplantation shows no increase in antibody-mediated rejection under everolimus-based therapy with a lower rate of CNI-related toxicity compared to a conventional CsA-based regimen, and confirms the preponderance of mild BPAR seen in the main study after the early switch to CsA-free everolimus therapy.
Trial registration: ClinicalTrials.gov NCT00154310. Date of registration: September 12, 2005.
Background: Subdural hematoma (SDH) is a common disease associated with high morbidity, which is becoming more prominent due to the increasing incidence. Decision for a surgical evacuation is made depending on the clinical appearance and the volume of SDH, wherefore it is important to have a simple ‘bedside’ method to measure and compare the volume of SDH.
Objective: The aim of the study was to verify the accuracy of the simplified ABC/2 volumetric formula to determine a valuable tool for the clinical practice.
Methods: Preoperative CT-scans of 83 patients with SDHs were used for the computer-assisted volumetric measurement via BrainLab® as well as the ABC/2 volumetric measurement. A = largest length (anterior to posterior) of the SDH; B = maximum width (lateral to midline) 90° to A; C = maximum height (coronal plane or multiplication of slices) of the hematoma. These measurements were performed by two independent clinicians in a blinded fashion. Both volumes were compared by linear regression analysis of Pearson and Bland-Altman regression analysis.
Results: Among 100 SDHs, 53% were under an 47% were over 100cm3 showing a well distribution of the hematoma sizes. There was an excellent correlation between computer-assisted volumetric measurement and ABC/2 (R2 = 0.947, p<0.0001) and no undesirable deviation and trend were detected (p = 0.101; p = 0.777). A 95% tolerance region of the ratios of both methods was [0.805–1.201].
Conclusion: The ABC/2 method is a simple and fast bedside formula for the measurement of SDH volume in a timely manner without limited access through simple adaption, which may replace the computer-assisted volumetric measurement in the clinical and research area. Reason for the good accuracy seems to be the spherical form of SDH, which has a similarity to a half ellipsoid.
Descent of testes from a position near the kidneys into the lower abdomen or into the scrotum is an important developmental process that occurs in all placental mammals, with the exception of five afrotherian lineages. Since soft-tissue structures like testes are not preserved in the fossil record and since key parts of the placental mammal phylogeny remain controversial, it has been debated whether testicular descent is the ancestral or derived condition in placental mammals. To resolve this debate, we used genomic data of 71 mammalian species and analyzed the evolution of two key genes (relaxin/insulin-like family peptide receptor 2 [RXFP2] and insulin-like 3 [INSL3]) that induce the development of the gubernaculum, the ligament that is crucial for testicular descent. We show that both RXFP2 and INSL3 are lost or nonfunctional exclusively in four afrotherians (tenrec, cape elephant shrew, cape golden mole, and manatee) that completely lack testicular descent. The presence of remnants of once functional orthologs of both genes in these afrotherian species shows that these gene losses happened after the split from the placental mammal ancestor. These “molecular vestiges” provide strong evidence that testicular descent is the ancestral condition, irrespective of persisting phylogenetic discrepancies. Furthermore, the absence of shared gene-inactivating mutations and our estimates that the loss of RXFP2 happened at different time points strongly suggest that testicular descent was lost independently in Afrotheria. Our results provide a molecular mechanism that explains the loss of testicular descent in afrotherians and, more generally, highlight how molecular vestiges can provide insights into the evolution of soft-tissue characters.
Since its founding in 1993 the International Long-term Ecological Research Network (ILTER) has gone through pronounced development phases. The current network comprises 44 active member LTER networks representing 700 LTER Sites and ~ 80 LTSER Platforms across all continents, active in the fields of ecosystem, critical zone and socio-ecological research. The critical challenges and most important achievements of the initial phase have now become state-of-the-art in networking for excellent science. At the same time increasing integration, accelerating technology, networking of resources and a strong pull for more socially relevant scientific information have been modifying the mission and goals of ILTER. This article provides a critical review of ILTER's mission, goals, development and impacts. Major characteristics, tools, services, partnerships and selected examples of relative strengths relevant for advancing ILTER are presented. We elaborate on the tradeoffs between the needs of the scientific community and stakeholder expectations. The embedding of ILTER in an increasingly collaborative landscape of global environmental observation and ecological research networks and infrastructures is also reflected by developments of pioneering regional and national LTER networks such as SAEON in South Africa, CERN/CEOBEX in China, TERN in Australia or eLTER RI in Europe. The primary role of ILTER is currently seen as a mechanism to investigate ecosystem structure, function, and services in response to a wide range of environmental forcings using long-term, place-based research. We suggest four main fields of activities and advancements for the next decade through development/delivery of a: (1) Global multi-disciplinary community of researchers and research institutes; (2) Strategic global framework and strong partnerships in ecosystem observation and research; (3) Global Research Infrastructure (GRI); and (4) a scientific knowledge factory for societally relevant information on sustainable use of natural resources.