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Poster presentation from Twentieth Annual Computational Neuroscience Meeting: CNS*2011 Stockholm, Sweden. 23-28 July 2011. To truly appreciate the myriad of events which relate synaptic function and vesicle dynamics, simulations should be done in a spatially realistic environment. This holds true in particular in order to explain the rather astonishing motor patterns presented here which we observed within in vivo recordings which underlie peristaltic contractions at a well characterized synapse, the neuromuscular junction (NMJ) of the Drosophila larva. To this end, we have employed a reductionist approach and generated three dimensional models of single presynaptic boutons at the Drosophila larval NMJ. Vesicle dynamics are described by diffusion-like partial differential equations which are solved numerically on unstructured grids using the uG platform. In our model we varied parameters such as bouton-size, vesicle output probability (Po), stimulation frequency and number of synapses, to observe how altering these parameters effected bouton function. Hence we demonstrate that the morphologic and physiologic specialization maybe a convergent evolutionary adaptation to regulate the trade off between sustained, low output, and short term, high output, synaptic signals. There seems to be a biologically meaningful explanation for the co-existence of the two different bouton types as previously observed at the NMJ (characterized especially by the relation between size and Po),the assigning of two different tasks with respect to short- and long-time behaviour could allow for an optimized interplay of different synapse types. As a side product, we demonstrate how advanced methods from numerical mathematics could help in future to resolve also other difficult experimental neurobiological issues.
Poster presentation from Twentieth Annual Computational Neuroscience Meeting: CNS*2011 Stockholm, Sweden. 23-28 July 2011. Parallel multiunit recordings from V1 in anesthetized cat were collected during the presentation of random sequences of drifting sinusoidal gratings at 12 fixed orientations while gamma oscillations were present. In agreement with the seminal work [1], most units were orientation selective to varying degrees and synchronization was evident in spike train crosscorrelograms computed between units with similar preferred orientations, particularly during the presentation of optimal stimuli. Interestingly, a subset of units, which we refer to as synchronization hubs, were additionally found to synchronize with units having differing preferred orientations which was consistent with a previous study [2]. Moreover, oscillatory patterning in spike train autocorrelograms was also found to be strongest in units denoted as synchronization hubs, and synchronization hubs also tended to have narrower tuning curves relative to other units. We used simplified computational models of small networks of V1 neurons to demonstrate that neurons subject to a sufficiently strong level of inhibitory input can function as synchronization hubs. Neurons were endowed either with integrate-and-fire or conductance-based dynamics and each neuron received a combination of excitatory (AMPA) synaptic inputs that were Poisson-distributed and inhibitory (GABA) inputs that were coherent at a gamma-frequency range. If the strength of rhythmic inhibition was increased for a subset of neurons in the network, and excitation was increased simultaneously to maintain a fixed firing rate, then these neurons produced stronger oscillatory patterning in their discharge probabilities. The oscillations in turn synchronized these neurons with other neurons in the network. Importantly, the strength of synchronization increased with neurons of differing orientation preferences even though no direct synaptic coupling existed between the hubs and the other neurons. Enhanced levels of inhibition account for the emergence of synchronization hubs in the following way: Inhibitory inputs exhibiting a gamma rhythm determine a time window within which a cell is likely to discharge. Increased levels of inhibition narrow down this window further simultaneously leading to (i) even stronger oscillatory patterning of the neuron's activity and (ii) enhanced synchronization with other neurons. This enables synchronization even between cells with differing orientation preferences. Additionally, the same increased levels of inhibition may be responsible for the narrow tuning curves of hub neurons. In conclusion, synchronization hubs may be the cells that interact most strongly with the network of inhibitory interneurons during gamma oscillations in primary visual cortex.
Poster presentation from Twentieth Annual Computational Neuroscience Meeting: CNS*2011 Stockholm, Sweden. 23-28 July 2011. Background: Oscillatory activity in high-beta and gamma bands (20-80Hz) is known to play an important role in cortical processing being linked to cognitive processes and behavior. Beta/gamma oscillations are thought to emerge in local cortical circuits via two mechanisms: the interaction between excitatory principal cells and inhibitory interneurons – the pyramidal-interneuron gamma (PING) [1], and in networks of coupled inhibitory interneurons under tonic excitation – the interneuronal gamma (ING) [2]. Experimental evidence underlines the important role of inhibitory interneurons and especially of the fast spiking (FS) interneurons [3,4]. We show in simulation that an important property of FS neurons, namely the membrane resonance (frequency preference), represents an additional mechanism – the resonance induced gamma (RING), i.e. modulation of oscillatory discharge by resonance. RING promotes frequency stability and enables oscillations in purely excitatory networks. Methods: Local circuits were modeled with small world networks of 80% excitatory and 20% inhibitory neuron populations interconnected in small-world topology by realistic conductance-based synapses. Neuron populations were leaky integrate and fire (LIF) or Izhikevich resonator (RES) neurons. We also tested networks of purely inhibitory and purely excitatory RES neurons. Networks were stimulated with miniature postsynaptic potentials (MINIs) [5] and with low frequency sinusoidal (0.5 Hz) input that mimics the effect of gratings passing trough the visual field. The activity was calibrated to match recordings from cat visual cortex (firing rate, oscillatory activity). Results: Sinusoidal input modulates network oscillation frequency. This effect is most prominent in IF excitatory and IF inhibitory (IF-IF) networks and less prominent (about 4 times) in IF-RES or RES-IF networks where frequency remains relatively stable. The most stable frequency was observed in networks of pure resonators (RES-RES, None-RES, RES-None). Interestingly, purely excitatory RES networks (RES-None) were also able to exhibit oscillations through RING. By contrast purely excitatory or inhibitory IF networks (IF-None, None-IF) were not able to express oscillations under these conditions, matching experimental parameters. Conclusions: In both PING and ING, adding membrane resonance to principal cells or inhibitory interneurons stabilizes network oscillation frequency via the RING mechanism. Notably, in networks of purely excitatory networks, where ING and PING are not defined, oscillations can emerge via the RING mechanism if membrane resonance is expressed. Thus, RING appears as a potentially important mechanism for promoting stable network oscillations.
TRENTOOL : an open source toolbox to estimate neural directed interactions with transfer entropy
(2011)
To investigate directed interactions in neural networks we often use Norbert Wiener's famous definition of observational causality. Wiener’s definition states that an improvement of the prediction of the future of a time series X from its own past by the incorporation of information from the past of a second time series Y is seen as an indication of a causal interaction from Y to X. Early implementations of Wiener's principle – such as Granger causality – modelled interacting systems by linear autoregressive processes and the interactions themselves were also assumed to be linear. However, in complex systems – such as the brain – nonlinear behaviour of its parts and nonlinear interactions between them have to be expected. In fact nonlinear power-to-power or phase-to-power interactions between frequencies are reported frequently. To cover all types of non-linear interactions in the brain, and thereby to fully chart the neural networks of interest, it is useful to implement Wiener's principle in a way that is free of a model of the interaction [1]. Indeed, it is possible to reformulate Wiener's principle based on information theoretic quantities to obtain the desired model-freeness. The resulting measure was originally formulated by Schreiber [2] and termed transfer entropy (TE). Shortly after its publication transfer entropy found applications to neurophysiological data. With the introduction of new, data efficient estimators (e.g. [3]) TE has experienced a rapid surge of interest (e.g. [4]). Applications of TE in neuroscience range from recordings in cultured neuronal populations to functional magnetic resonanace imaging (fMRI) signals. Despite widespread interest in TE, no publicly available toolbox exists that guides the user through the difficulties of this powerful technique. TRENTOOL (the TRansfer ENtropy TOOLbox) fills this gap for the neurosciences by bundling data efficient estimation algorithms with the necessary parameter estimation routines and nonparametric statistical testing procedures for comparison to surrogate data or between experimental conditions. TRENTOOL is an open source MATLAB toolbox based on the Fieldtrip data format. ...
Background: In many species males face a higher predation risk than females because males display elaborate traits that evolved under sexual selection, which may attract not only females but also predators. Females are, therefore, predicted to avoid such conspicuous males under predation risk. The present study was designed to investigate predator-induced changes of female mating preferences in Atlantic mollies (Poecilia mexicana). Males of this species show a pronounced polymorphism in body size and coloration, and females prefer large, colorful males in the absence of predators. Results: In dichotomous choice tests predator-naïve (lab-reared) females altered their initial preference for larger males in the presence of the cichlid Cichlasoma salvini, a natural predator of P. mexicana, and preferred small males instead. This effect was considerably weaker when females were confronted visually with the non-piscivorous cichlid Vieja bifasciata or the introduced non-piscivorous Nile tilapia (Oreochromis niloticus). In contrast, predator experienced (wild-caught) females did not respond to the same extent to the presence of a predator, most likely due to a learned ability to evaluate their predators' motivation to prey. Conclusions: Our study highlights that (a) predatory fish can have a profound influence on the expression of mating preferences of their prey (thus potentially affecting the strength of sexual selection), and females may alter their mate choice behavior strategically to reduce their own exposure to predators. (b) Prey species can evolve visual predator recognition mechanisms and alter their mate choice only when a natural predator is present. (c) Finally, experiential effects can play an important role, and prey species may learn to evaluate the motivational state of their predators. Keywords: Sexual selection; female choice; non-independent mate choice; predator recognition; Poecilia mexicana
Im Zuge der Arbeitsbeschaffung, der Aufrüstung und der nachfolgenden Kriegsfinanzierung stand der nationalsozialistischen Regierung ein Bündel prinzipieller Finanzierungsalternativen zur Verfügung. Bei der Finanzierung der Arbeitsbeschaffungsmaßnahmen griff das Regime auf das vorhandene Instrumentarium der Vorgängerregierungen zurück. Insofern war das Prinzip der Wechselfinanzierung zur kurzfristigen Mobilisierung von Liquidität keine Innovation der NS-Regierung, sondern lediglich die Fortsetzung einer bereits praktizierten Finanzierungsmethode. In Hinblick auf die Faktoren „Ergiebigkeit“ und „zeitlicher Verfügbarkeit“ musste im Rahmen der Kriegsfinanzierung primär auf die kurzfristige Verschuldung zurückgegriffen werden. Keine andere Finanzierungsalternative hätte – unter Berücksichtigung der „Blitzkriegstrategie“ und dem damit verbundenen außerordentlichen Mittelbedarf - in solch kurzer Zeit die erforderliche Finanzkraft ohne Reibungsverluste und zeitliche Verzögerungen garantieren können. In steuerpolitischer Hinsicht schöpfte die Regierung zwar ansteigende Einkommen und Gewinne ab, doch fand die Steuergesetzgebung ihre Grenze in der gesellschaftlichen Akzeptanz sowie bei der Berücksichtigung distributionspolitischer Motive. Pläne zur weiteren Steuererhöhung oder gar zur Einführung neuer Steuern wurden zu Gunsten der Zustimmung in der Bevölkerung zur Regimepolitik verworfen. Das Primat der Fundierung kurzfristiger Kreditaufnahme wurde mit Fortdauer des Krieges aufgegeben. Die Konsolidierung der schwebenden Schulden hinkte dem Tempo des kurzfristigen staatlichen Kreditbedarfs mit Fortdauer des Krieges hinterher. Große Teile des Finanzierungsbedarfs wurden durch Enteignung und Kontribution gedeckt. Die übermäßige Beanspruchung ausländischer Volkseinkommen und – vermögen glich jedoch nur einen Teil des inländischen Geld-Gütermarkt-Ungleichgewichtes aus. Darüber hinaus waren mit der Besetzung ausländischer Territorien aber auch Kosten für die Versorgung der Bevölkerung verbunden. Selbst unter Missachtung jeglicher Humanität gegenüber der ausländischen Bevölkerung waren die Ressourcenbeiträge der besetzten Länder begrenzt. Bei der sog. „geräuschlosen Kriegsfinanzierung“ kamen verschiedene Instrumente zur Absorption überschüssiger Kaufkraft zum Einsatz. Langfristige Schuldpapiere wurden überwiegend nicht am freien Kapitalmarkt begeben, sondern direkt den Kapitalsammelstellen zugeteilt. Gesetzlich definierte Grenzen der Lohn- und Preisbildung sowie die Beschränkungen des Kapital- und Gütermarktes flankierten die Bemühungen um die Stilllegung überschüssiger Einkommen. Mit dem kriegsbedingten Ausufern des Mittelbedarfs schwand jede Rücksichtnahme auf die gesetzlichen und ökonomischen Grenzen. Die langfristige Verschuldung konnte fortan der kurzfristigen Kreditaufnahme nicht mehr folgen. Die Sparkassen stellten aufgrund ihrer Nähe zum Einzelkunden und ihres organisatorischen Aufbaues eine idealtypische Konstruktion für die Absorption von Spargeldern dar. Darüber hinaus hatten sie eine dominierende Stellung auf dem Spareinlagenmarkt.
Background: Genome-wide association studies (GWAS) have identified new candidate genes for the occurrence of acute coronary syndrome (ACS), but possible effects of such genes on survival following ACS have yet to be investigated.
Methods: We examined 95 polymorphisms in 69 distinct gene regions identified in a GWAS for premature myocardial infarction for their association with post-ACS mortality among 811 whites recruited from university-affiliated hospitals in Kansas City, Missouri. We then sought replication of a positive genetic association in a large, racially diverse cohort of myocardial infarction patients (N = 2284) using Kaplan-Meier survival analyses and Cox regression to adjust for relevant covariates. Finally, we investigated the apparent association further in 6086 additional coronary artery disease patients.
Results: After Cox adjustment for other ACS risk factors, of 95 SNPs tested in 811 whites only the association with the rs6922269 in MTHFD1L was statistically significant, with a 2.6-fold mortality hazard (P = 0.007). The recessive A/A genotype was of borderline significance in an age- and race-adjusted analysis of the entire combined cohort (N = 3095; P = 0.052), but this finding was not confirmed in independent cohorts (N = 6086).
Conclusions: We found no support for the hypothesis that the GWAS-identified variants in this study substantially alter the probability of post-ACS survival. Large-scale, collaborative, genome-wide studies may be required in order to detect genetic variants that are robustly associated with survival in patients with coronary artery disease.
Studierende und Lehrende des Faches Allgemeine und Vergleichende Literaturwissenschaft, die in den Beständen ihrer Bibliothek nicht fündig geworden sind, werden sich vielleicht fragen, warum viele ihrer Fernleihen von der Universitätsbibliothek Frankfurt am Main stammen. Dass sich ausgerechnet dort das Sondersammelgebiet für Allgemeine und Vergleichende Literaturwissenschaft befindet, mag überraschen, denn schließlich wurde an der Goethe-Universität ein eigenes Institut für Komparatistik erst im Sommersemester 2001 gegründet. [...] Die bedeutenden Bestände der Rothschildschen Bibliothek, die durch rechtzeitige Auslagerung ohne größere Verluste den Zweiten Weltkrieg überstanden haben, waren u. a. ausschlaggebend dafür, dass 1949 der damaligen Stadt- und Universitätsbibliothek Frankfurt von der Deutschen Forschungsgemeinschaft die Sondersammelgebiete »Allgemeine und Vergleichende Sprachwissenschaft« (SSG 7.11), »Germanistik« (SSG 7.20) sowie »Allgemeine und Vergleichende Literaturwissenschaft« (SSG 7.12) zugewiesen wurden. [...] So sehr es auch Utopie bleiben wird, gerade im Blick auf eine per se fachübergreifende Disziplin, so besteht doch der Anspruch, die wissenschaftliche Literatur eines Faches (auch und gerade die im Ausland erscheinende) möglichst umfassend und vollständig zu sammeln […]. Publikationen in digitaler Form sind solchen in konventioneller Gestalt gleichgestellt. Jede wissenschaftliche Publikation ist damit im Idealfall zumindest einmal in Deutschland vorhanden.
Subject of this thesis is the non-perturbative investigation of the thermal transition in Quantum Chromodynamics by means of lattice gauge theory and a particular type of lattice fermions, the so-called twisted mass fermions. These fermions offer the possibility of improvement as compared to the standard Wilson-type formulation. We investigate the properties of these fermions at finite temperature, i.e. the structure of the bare parameter space as well as leading order cutoff effects in the weak coupling limit. Then we focus on two-flavour simulations at finite pion mass. We identify the (pseudo-)critical temperatures for our set of pion masses (300 to 500 MeV) and discuss the extrapolation to the chiral limit for which the nature of the transition is still an open question. Besides pseudo-critical temperatures we consider the magnetic equation of state and screening observables. We find that the assumption of a second order transition (in the 3d O(4) universality class) agrees with our data without being able to exclude alternatives. Finally, we discuss the future inclusion of strange and charm quarks in dynamical twisted mass simulations and look at the corresponding cutoff effects in the free limit.
In seiner ausführlichen Untersuchung unterschiedlicher philosophischer Ansätze zum Prinzip „Verantwortung“ führt Ludger Heidbrink (2003) aus, dass die Standardtheorie der „Verantwortung“ auf drei Pfeilern beruhe, „dem Subjekt der Verantwortung, dem Objekt der Verantwortung und der Instanz der Verantwortung“ (ebd.: S. 21 f.; Hervorhebung von B. H.). Dabei bezieht er sich auf einige philosophische Ansätze, die Verantwortung in einer mehrstelligen Relation verstehen: Eine Person hat (1) Verantwortung für etwas (2) vor und gegenüber jemandem (3) und wird nach Maßgabe von gewissen Kriterien beurteilt (4) (u. a. Lenk/Maring 1993; Höffe 1993). An dieser Definition wird deutlich, dass es sich bei „Verantwortung“ um ein zutiefst soziales Handlungsprinzip dreht, denn eine Person, die verantwortlich handelt, tritt immer in irgendeiner Form in Interaktion mit ihrer sozialen Umwelt. So kümmern sich beispielsweise Eltern um ihre Kinder; Arbeitsnehmer stellen im Rahmen kollegialer Arbeitsteilung ein Produkt her oder erfüllen eine Dienstleistung für einen Kunden. Selbst wer sich gegenüber einem Tier oder der Natur verantwortlich verhält, erfüllt dabei eine moralische Norm, deren Einhaltung die Gesellschaft von ihm erwartet. Daran wird deutlich, dass eine Person, auch wenn sie sich in ihrem Handeln nicht direkt auf andere Menschen bezieht, gegenüber Personen oder Instanzen die Folgen ihres Verhaltens verantworten muss, was bedeutet, dass sie im Rahmen der Rechenschaftspflicht letztlich auch in eine Interaktion mit anderen Menschen tritt. Nur von mündigen Menschen kann Verantwortung für ihr Handeln erwartet werden. Der intersubjektive Charakter des Verantwortungspostulats lässt normalerweise auch zu, dass sich die beteiligten Personen über die Voraussetzungen verständigen können, unter denen das geforderte Handeln möglich ist oder war. Denn meistens genügt allein der Willen einer Person nicht zur Übernahme von Verantwortung.