Arquitetura multiagente baseada em nuvem de partículas para hibridização de metaheurísticas

This thesis proposes an architecture of a new multiagent system framework for hybridization of metaheuristics inspired on the general Particle Swarm Optimization framework (PSO). The main contribution is to propose an effective approach to solve hard combinatory optimization problems. The choice of PSO as inspiration was given because it is inherently multiagent, allowing explore the features of multiagent systems, such as learning and cooperation techniques. In the proposed architecture, particles are autonomous agents with memory and methods for learning and making decisions, using search strategies to move in the solution space. The concepts of position and velocity originally defined in PSO are redefined for this approach. The proposed architecture was applied to the Traveling Salesman Problem and to the Quadratic Assignment Problem, and computational experiments were performed for testing its effectiveness. The experimental results were promising, with satisfactory performance, whereas the potential of the proposed architecture has not been fully explored. For further researches, the proposed approach will be also applied to multiobjective combinatorial optimization problems, which are closer to real-world problems. In the context of applied research, we intend to work with both students at the undergraduate level and a technical level in the implementation of the proposed architecture in real-world problems

Aplicação de ontologias para métodos de negociação de um sistema multiagente para o reconhecimento de padrões

The use of intelligent agents in multi-classifier systems appeared in order to making the centralized decision process of a multi-classifier system into a distributed, flexible and incremental one. Based on this, the NeurAge (Neural Agents) system (Abreu et al 2004) was proposed. This system has a superior performance to some combination-centered methods (Abreu, Canuto, and Santana 2005). The negotiation is important to the multiagent system performance, but most of negotiations are defined informaly. A way to formalize the negotiation process is using an ontology. In the context of classification tasks, the ontology provides an approach to formalize the concepts and rules that manage the relations between these concepts. This work aims at using ontologies to make a formal description of the negotiation methods of a multi-agent system for classification tasks, more specifically the NeurAge system. Through ontologies, we intend to make the NeurAge system more formal and open, allowing that new agents can be part of such system during the negotiation. In this sense, the NeurAge System will be studied on the basis of its functioning and reaching, mainly, the negotiation methods used by the same ones. After that, some negotiation ontologies found in literature will be studied, and then those that were chosen for this work will be adapted to the negotiation methods used in the NeurAge.

Reengenharia do framework cosmos: uma solução para prover suporte e adaptações abertas.

Self-adaptive software system is able to change its structure and/or behavior at runtime due to changes in their requirements, environment or components. One way to archieve self-adaptation is the use a sequence of actions (known as adaptation plans) which are typically defined at design time. This is the approach adopted by Cosmos - a Framework to support the configuration and management of resources in distributed environments. In order to deal with the variability inherent of self-adaptive systems, such as, the appearance of new components that allow the establishment of configurations that were not envisioned at development time, this dissertation aims to give Cosmos the capability of generating adaptation plans of runtime. In this way, it was necessary to perform a reengineering of the Cosmos Framework in order to allow its integration with a mechanism for the dynamic generation of adaptation plans. In this context, our work has been focused on conducting a reengineering of Cosmos. Among the changes made to in the Cosmos, we can highlight: changes in the metamodel used to represent components and applications, which has been redefined based on an architectural description language. These changes were propagated to the implementation of a new Cosmos prototype, which was then used for developing a case study application for purpose of proof of concept. Another effort undertaken was to make Cosmos more attractive by integrating it with another platform, in the case of this dissertation, the OSGi platform, which is well-known and accepted by the industry

Interleukin-15: Its role in microbial infections

Interleukin-15 (IL-15) is a pleiotropic cytokine which regulates the proliferation, survival and the secretory activities of many distinct cell types in the body. This cytokine is produced by macrophages and many other cell types in response to infectious agents; it controls growth and differentiation of T and B lymphocytes, activation of Natural Killer (NK) and phagocytic cells, and contributes to the homeostasis of the immune system. The present review focuses on the biological and modulatory effects of IL-15 in microbial infections and shows that this cytokine may play a role in the host defense against infections by inducing activation of effector cells from both innate and adaptive immune system.

Avaliação da atividade imunológica In vitro de Alchornea ssp quanto à produção de peróxido de hidrogênio, óxido nítrico e fator de necrose tumoral-alfa por macrófagos murinos

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Controle ativo de vibrações de rotores com mancais magnéticos: influência dos parâmetros do controlador PID

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Role of SP-A gene polymorphism in lung transplantation

Lung transplantation is a widely accepted therapeutic option for end stage lung disease. Clinical outcome is yet challenged by primary graft failure responsible for the majority of the early mortality, by chronic allograft dysfunction and chronic rejection accounting for more than 30% of deaths after the third postoperative year. Pulmonary surfactant proteins (SP) A, B, C and D are one of the first host defense mechanisms the lung can mount. SP-A in particular, produced by the type II pneumocytes, is active in the innate and adaptive immune system being an opsonin, but also regulating the macrophage and lymphocyte response. The main hypothesis for this project is that pulmonary surfactant protein A polymorphism may determine the early and long term lung allograft survival. Of note SP-A biologic activity seems to be genetically determined and SP-A polymorphisms have been associated to various lung disease. The two SP-A genes SP-A1 and SP-A2 have several polymorphisms within the coding region, SP-A1 (6A, 6A2-20), and SP-A2(1A, 1A0-13). The SP-A gene expression is regulated by cAMP, TTF-1 and glucocorticoids. In vitro studies have indicated that SP-A1 and SP-A2 gene variants may have a variable response to glucocorticoids. We proposed to determine if SP-A gene polymorphism predicts primary graft dysfunction and/or chronic lung allograft dysfunction and if SP-A may serve as a biomarker of lung allograft dysfunction. We also proposed to study the interaction between immunosuppressive drugs and SP-A expression and determine whether this is dependent on SP-A polymorphisms. This study will generate novel information improving our understanding of lung allograft dysfunction. It is conceivable that the information will stimulate the interest for a multi centre study to investigate if SP-A polymorphism may be integrated in the donor lung selection criteria and/or to implement post transplant tailored immunosuppression.

The role of B cells during acute and latent infections with murine cytomegalovirus and Leishmania major

This thesis focuses on the role of B cells in mCMV and Leishmania major infection. B cells are an essential component of the adaptive immune system and play a key role in the humoral immune response. In mCMV infection we analyzed the influence of B cells on the virus-specific CD8 T cell response, in detail the role of B cells as IL-10 secreting cells, as source of immunoglobulin (Ig) and as antigen presenting cells. In Leishmania major infection we investigated the role of Ig in Th1 and Th2 directed disease.rnWe found in mCMV infection that the B cell secreted IL-10 suppresses effectively the acute virus-specific CD8 T cell response, while the IL-10 secreted by dendritic cell has no obvious effect. Ig has no effect in the acute virus-specific CD8 T cell response, but in memory response Ig is essential. If Ig is missing the CD8 T cell population remains high in memory response 135 days post infection. The complete absence of B cells dramatically reduces the acute virus-specific CD8 T cell response, while B cell reconstitution just partially rescues this dramatic reduction. A comparison of this reduction in a B cell free organism to an organism with depleted dendritic cells gave a similar result. To exclude a malfunction of the CD8 T cells in the B cell deficient mice, the decreased virus-specific CD8 T cell population was confirmed in a B cell depletion model. Further, bone marrow chimeras with a B cell compartment deficient for CD40-/- showed a decrease of the virus-specific response and an involvement of CD40 on B cells. Taken together these results suggest a role for B cells in antigen presentation during mCMV infection.rnFurther we took advantage of the altered mCMV specific CD8 T cell memory response in mice without Ig to investigate the memory inflation of CD8 T cells specific for distinct mCMV specifc peptides. Using a SIINFEKL-presenting virus system, we were able to shorten the time until the memory inflation occurs and show that direct presentation stimulates the memory inflation. rnIn Leishmania major infection, Ig of Th2 balanced BALB/c mice has a central role in preventing a systemic infection, although the ear lesions are smaller in IgMi mice without specific Ig. Here the parasite loads of ears and spleen are elevated, and an IMS-reconstitution does not affect the parasite load. In contrast in Th1 balanced C57BL/6 mice, reconstitution of IgMi mice with serum of either untreated or immunized mice decreased the parasite load of spleen and ear, further IMS treatment reduces the size of the spleen and the cytokine-levels of IL-10, IL-4, IL-2 and IFN-γ to a level comparable to wt mice. rn

An interferon regulatory factor element controls the major immune modulator of murine cytomegalovirus

Immune modulation by herpesviruses, such as cytomegalovirus, is critical for the establishment of acute and persistent infection confronting a vigorous antiviral immune response of the host. Therefore, the action of immune-modulatory proteins has long been the subject of research, with the final goal to identify new strategies for antiviral therapy.rnIn the case of murine cytomegalovirus (mCMV), the viral m152 protein has been identified to play a major role in targeting components of both the innate and the adaptive immune system in terms of infected host-cell recognition in the effector phase of the antiviral immune response. On the one hand, it inhibits cell surface expression of RAE-1 and thereby prevents ligation of the activating natural killer (NK)-cell receptor NKG2D. On the other hand, it decreases cell surface expression of peptide-loaded MHC class I molecules thereby preventing antigen presentation to CD8 T cells. Ultimately, the outcome of CMV infection is determined by the interplay between viral and cellular factors.rnIn this context, the work presented here has revealed a novel and intriguing connection between viral m152 and cellular interferon (IFN), a key cytokine of the immune system: rnthe m152 promoter region contains an interferon regulatory factor element (IRFE) perfectly matching the consensus sequence of cellular IRFEs.rnThe biological relevance of this regulatory element was first suggested by sequence comparisons revealing its evolutionary conservation among various established laboratory strains of mCMV and more recent low-passage wild-derived virus isolates. Moreover, search of the mCMV genome revealed only three IRFE sites in the complete sequence. Importantly, the functionality of the IRFE in the m152 promoter was confirmed with the use of a mutant virus, representing a functional deletion of the IRFE, and its corresponding revertant virus. In particular, m152 gene expression was found to be inhibited in an IRFE-dependent manner in infected cells. Essentially, this inhibition proved to have a severe impact on the immune-modulatory function of m152, first demonstrated by a restored direct antigen presentation on infected cells for CD8 T-cell activation. Even more importantly, this effect of IRFE-mediated IFN signaling was validated in vivo by showing that the protective antiviral capacity of adoptively-transferred, antigen-specific CD8 T cells is also significantly restored by the IRFE-dependent inhibition of m152. Somewhat curious and surprising, the decrease in m152 protein simultaneously prevented an enhanced activation of NK cells in acute-infected mice, apparently independent of the RAE-1/NKG2D ligand/receptor interaction but rather due to reduced ‘missing-self’ recognition.rnTaken together, this work presents a so far unknown mechanism of IFN signaling to control mCMV immune modulation in acute infection.rnrn

Isolierung und Charakterisierung der ER-residenten Aminopeptidase ERMP1 und Untersuchung ihrer Funktion in der Prozessierung MHC I restringierter CTL Epitope

Die effiziente Generierung von Peptid-Epitopen aus zelleigenen oder viralen Proteinen für die Präsentation auf „Major Histocompatibility Complex I“ (MHC I) Molekülen ist essentiell für die Aktivierung des adaptiven Immunsystems und die Effektorfunktion der CD8+ zytotoxischen T-Zellen (CTLs). CTLs erkennen diese Peptide in Kontext mit MHC I Molekülen über ihren spezifischen T-Zellrezeptor (TCR). Die Generierung dieser Epitope ist das Resultat eines komplexen proteolytischen Prozesses, der im Zytosol und im endoplasmatischen Retikulum (ER) stattfindet. Im Zytosol generiert das Proteasom N-terminal verlängerte Epitop-Vorläufer. Diese werden durch weitere zytosolische Proteasen abgebaut, es sei denn, sie werden durch den „transporter associated with antigen processing“ (TAP) in das ER transportiert. Dort werden sie durch Aminopeptidasen getrimmt, um den Bindungsvoraussetzungen der MHC I Moleküle zu genügen. Im murinen System ist die „ER aminopeptidase associated with antigen processing“ (ERAAP) die bislang einzige beschriebene Aminopeptidase, die dieses N-terminale Trimming von CTL Epitopen vermitteln kann. Das Profil der proteolytischen Aktivität in angereichertem murinen ER kann jedoch nicht allein durch die Aktivität von ERAAP erklärt werden, was auf die Anwesenheit weiterer Aminopeptidasen mit einer potentiellen Funktion in der Antigenprozessierung hinweist. In dieser Arbeit konnte die immunologisch bislang noch nicht beschriebene Aminopeptidase ERMP1 (endoplasmic reticulum metallopeptidase 1) im murinen ER identifiziert werden. Nach Aufreinigung muriner Mikrosomen und anschließender Anionenaustausch-Chromatographie wurden die gesammelten Fraktionen mit fluorogenen Substraten auf Aminopeptidase-Aktivität getestet. Durch massenspektrometrische Analyse konnten in den beobachteten Peaks die schon beschriebenen Aminopeptidasen ERAAP, die „insulin regulated aminopeptidase“ IRAP und die immunologisch bislang nicht beschriebene Aminopeptidase ERMP1 identifiziert werden. Durch Fluoreszenzmikroskopie konnte die intrazelluläre Lokalisation von ERMP1 im ER durch Kolokalisation mit TAP verifiziert werden. Wie viele Komponenten des MHC I Prozessierungsweges wird auch die Expression von ERMP1 durch IFN-γ stimuliert. Dies macht ERMP1 zu einer potentiellen zweiten trimmenden Aminopeptidase im murinen ER. Überexpression von ERMP1 hat einen allelspezifischen Einfluss auf die globale MHC I Präsentation auf der Zelloberfläche und durch Überexpression und shRNA vermitteltes gene silencing konnte außerdem ein epitopspezifischer Effekt nachgewiesen werden. Da N-terminales Trimming durch ERAAP mit der Evasion von Tumoren und veränderter Immundominanz assoziiert wird, ist die detaillierte Charakterisierung der Aminopeptidase ERMP1 ein wichtiger Schritt zum Verständnis der MHC I Antigen-Prozessierung und der Generierung von CTL Epitopen im ER.

Analyse der Beteiligung von Toll-like-Rezeptoren an der DC-Aktivierung nach Parvovirus-H-1-Infektion

Ziel dieser Dissertation war es die funktionelle Rolle der Toll-like Rezeptoren (TLRs) und ihrer Signalwege bei der Aktivierung von dendritischen Zellen (DC) durch Parvovirus H-1- rn(H-1PV) induzierte Tumorzelllysate (TCL) zu untersuchen. rnDas angeborene Immunsystem bekämpft die Bildung und das Wachstum von Tumoren, insbesondere durch Interaktion von Effektor-Immunzellen mit Tumorzellen. Die Aktivierung dieser Immunreaktionen in der Antitumortherapie ist wünschenswert, aber in vielen Situationen nicht zufriedenstellend, da sie durch klassische systemische Therapie allein nicht immer erreicht werden kann. Die therapeutische Anwendung von onkolytischen Viren bei Patienten mit malignen Erkrankungen (Virotherapie) ist ein vielversprechendes Gebiet der Forschung. Die onkosuppressive und immunstimulierende Wirkung von H-1PV auf humane Tumor- und Immunzellen spricht für eine Verwendung in der Krebstherapie. Ein Aktivierung des Immunsystems durch H-1PV konnte bereits in unserer Arbeitsgruppe gezeigt werden.rnIn dieser Arbeit wurden wichtige Aspekte bezüglich der Aktivierung von Toll-like Rezeptoren bei einer H-1PV Infektion untersucht. Zunächst wurde die Rolle von TLRs nach der H-1PV Infektion untersucht. Humane embryonale Nierenzellen (HEK293) wurden stabil mit humanen TLRs transfiziert, um die Rolle spezifischer TLRs während der Aktivierung des Immunsystems zu untersuchen. TLR3 und TLR9 wurden durch eine H-1PV Infektion, die mit der NFκB-Translokation in den Zellkern korreliert, aktiviert. Mit Hilfe eines Reporterplasmides (pNiFty-Luc), wurde durch erhöhte Expression eines NFκB-induzierbaren Reportergens die NFκB-Aktivität im Anschluss an eine H-1PV Infektion nachgewiesen. Zudem wurde die immunologische Wirkung von H-1PV-induzierten Tumorzelllysaten (TCL) auf die humane antitumor-gerichtete Immunantworten analysiert. Ein humanes ex vivo-Modell, bestehend aus einer HLA-A2-positiven humanen Melanom-Zelllinie (SK29Mel) wurde verwendet, um Immunreaktionen mit entsprechenden HLA-restringierten humanen DCs zu untersuchen. DCs die mit H-1PV-infizierten SK29Mel Zellen koinkubiert wurden, zeigten eine erhöhte TLR3- und TLR9-Expression. Diese Daten deuten darauf hin, dass H-1PV-induzierte TCLs humane DCs stimulieren und dies zumindest teilweise durch TLR-abhängige Signalwege geschieht. Demnach wird eine DC-Reifung durch Kokultur mit H-1PV-induzierten TCLs über den TLR-Signalweg erreicht und führte u.a. zu einer NFκB-abhängigen Aktivierung des adaptiven Immunsystems. Die onkolytischen Virotherapie mit H-1PV erhöht so durch unterschiedliche Auswirkungen auf DCs die Immunreaktion und verstärkt die Anti-Tumor-Immunität. Diese Ergebnisse zeigen einen neuen potenziellen Ansatz für den Einsatz onkolytischer Viren für TLR-zielgerichtete Therapieoptionen und stellen eine ideale Möglichkeit zur Erweiterung der Krebsbehandlung dar.rn

Alternative reproductive tactics, sexual selection and the effects of inbreeding in the ant Hypoponera opacior

Inbreeding can lead to a fitness reduction due to the unmasking of deleterious recessive alleles and the loss of heterosis. Therefore, most sexually reproducing organisms avoid inbreeding, often by disperal. Besides the avoidance of inbreeding, dispersal lowers intraspecific competition on a local scale and leads to a spreading of genotypes into new habitats. In social insects, winged reproductives disperse and mate during nuptial flights. Therafter, queens independently found a new colony. However, some species also produce wingless sexuals as an alternative reproductive tactic. Wingless sexuals mate within or close to their colony and queens either stay in the nest or they found a new colony by budding. During this dependent colony foundation, wingless queens are accompanied by a fraction of nestmate workers. The production of wingless reproductives therefore circumvents the risks associated with dispersal and independent colony foundation. However, the absence of dispersal can lead to inbreeding and local competition.rnIn my PhD-project, I investigated the mating biology of Hypoponera opacior, an ant that produces winged and wingless reproductives in a population in Arizona. Besides the investigation of the annual reproductive cycle, I particularly focused on the consequences of wingless reproduction. An analysis of sex ratios in wingless sexuals should reveal the relative importance of local resource competition among queens (that mainly compete for the help of workers) and local mate competition among males. Further, sexual selection was expected to act on wingless males that were previously found to mate with and mate-guard pupal queens in response to local mate competition. We studied whether males are able to adapt their mating behaviour to the current competitive situation in the nest and which traits are under selection in this mating situation. Last, we investigated the extent and effects of inbreeding. As the species appeared to produce non-dispersive males and queens quite frequently, we assumed to find no or only weak negative effects of inbreeding and potentially mechanisms that moderate inbreeding levels despite frequent nest-matings.rnWe found that winged and wingless males and queens are produced during two separate seasons of the year. Winged sexuals emerge in early summer and conduct nuptial flights in July, when climate conditions due to frequent rainfalls lower the risks of dispersal and independent colony foundation. In fall, wingless sexuals are produced that reproduce within the colonies leading to an expansion on the local scale. The absence of dispersal during this second reproductive season resulted in a local genetic population viscosity and high levels of inbreeding within the colonies. Male-biased sex ratios in fall indicated a greater importance of local resource competition among queens than local mate competition among males. Males were observed to adjust mate-guarding durations to the competitive situation (i.e. the number of competing males and pupae) in the nest, an adaptation that helps maximising their reproductive success. Further, sexual selection was found to act on the timing of emergence as well as on body size in these males, i.e. earlier emerging and larger males show a higher mating success. Genetic analyses revealed that wingless males do not actively avoid inbreeding by choosing less related queens as mating partners. Further, we detected diploid males, a male type that is produced instead of diploid females if close relatives mate. In contrast to many other Hymenopteran species, diploid males were here viable and able to sire sterile triploid offspring. They did not differ in lifespan, body size and mating success from “normal” haploid males. Hence, diploid male production in H. opacior is less costly than in other social Hymenopteran species. No evidence of inbreeding depression was found on the colony level but more inbred colonies invested more resources into the production of sexuals. This effect was more pronounced in the dispersive summer generation. The increased investment in outbreeding sexuals can be regarded as an active strategy to moderate the extent and effects of inbreeding. rnIn summary, my thesis describes an ant species that has evolved alternative reproductive tactics as an adaptation to seasonal environmental variations. Hereby, the species is able to maintain its adaptive mating system without suffering from negative effects due to the absence of dispersal flights in fall.rn

Toll-like receptors in domestic animals

Toll-like receptors are pattern recognition receptors with which hosts recognize pathogen-associated molecular patterns (PAMP). This recognition process is translated rapidly into a meaningful defense reaction. This form of innate host defense is preserved in the animal kingdom: invertebrates heavily depend on it; higher vertebrates also have an adaptive immune system. Both adaptive and innate immune systems are intertwined in that the former also depends on an intact innate recognition and response system. Members of the TLR system cover recognition of parasitic, bacterial or viral germs. Due to the constraints imposed by the necessity to recognize PAMP and to interact with downstream signaling molecules, the TLR system is relatively conserved in evolution. Nevertheless, subtle species differences have been reported for several mammalian TLR members. Examples of this will be given. In all mammalian species investigated, part of the coding sequence is available for the most important TLR members, thus allowing study of expression of these TLR members in various tissues by reverse-transcription polymerase chain reaction in its classical (RT-PCR) and quantitative real time RT-PCR (qRT-PCR) form. In some species, the whole coding sequences of the most important or even all TLR members are known. This allows construction of cDNA and transfection of common host cells, thus permitting functional studies. Extensive investigations were devoted to the study of non-synonymous single nucleotide polymorphisms. In a few cases, expression of a given amino acid in the extracellular (ligand-binding) portion of TLR members could be associated with infectious diseases. This will be discussed below.

CD27 signaling increases the frequency of regulatory T cells and promotes tumor growth

Signaling of the TNF receptor superfamily member CD27 activates costimulatory pathways to elicit T- and B-cell responses. CD27 signaling is regulated by the expression of its ligand CD70 on subsets of dendritic cells and lymphocytes. Here, we analyzed the role of the CD27-CD70 interaction in the immunologic control of solid tumors in Cd27-deficient mice. In tumor-bearing wild-type mice, the CD27-CD70 interaction increased the frequency of regulatory T cells (Tregs), reduced tumor-specific T-cell responses, increased angiogenesis, and promoted tumor growth. CD27 signaling reduced apoptosis of Tregs in vivo and induced CD4(+) effector T cells (Teffs) to produce interleukin-2, a key survival factor for Tregs. Consequently, the frequency of Tregs and growth of solid tumors were reduced in Cd27-deficient mice or in wild-type mice treated with monoclonal antibody to block CD27 signaling. Our findings, therefore, provide a novel mechanism by which the adaptive immune system enhances tumor growth and may offer an attractive strategy to treat solid tumors.

Thymic stromal lymphopoietin stimulates the formation of eosinophil extracellular traps

Thymic stromal lymphopoietin (TSLP) that is released by epithelial cells upon certain environmental triggers activates cells of the innate and adaptive immune system resulting in a preferential T helper 2 immune response. By releasing eosinophil extracellular traps (EETs), eosinophils achieve an efficient extracellular bacterial killing. Eosinophil extracellular traps release, however, has been observed in both infectious and noninfectious eosinophilic diseases. Here, we aim to investigate whether eosinophils generate functional EETs as a direct response to TSLP, and further to study the extra- and intracellular mechanisms involved in this process as well as TSLP receptor (TSLPR) expression by eosinophils in vitro and in vivo.