Fuzzy system with tabu search learning for classification of motor imagery data

This paper introduces an approach to classify EEG signals using wavelet transform and a fuzzy standard additive model (FSAM) with tabu search learning mechanism. Wavelet coefficients are ranked based on statistics of the Wilcoxon test. The most informative coefficients are assembled to form a feature set that serves as inputs to the tabu-FSAM. Two benchmark datasets, named Ia and Ib, downloaded from the brain-computer interface (BCI) competition II are employed for the experiments. Classification performance is evaluated using accuracy, mutual information, Gini coefficient and F-measure. Widely-used classifiers, including feedforward neural network, support vector machine, k-nearest neighbours, ensemble learning Adaboost and adaptive neuro-fuzzy inference system, are also implemented for comparisons. The proposed tabu-FSAM method considerably dominates the competitive classifiers, and outperforms the best performance on the Ia and Ib datasets reported in the BCI competition II.

Induction of apoptosis in A549 pulmonary cells by two Paracoccidioides brasiliensis samples

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

NaF treatment increases TNF-alpha and resistin concentrations and reduces insulin signal in rats

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

N-methyl-D-aspartate channel and consciousness: From signal coincidence detection to quantum computing

Research on Blindsight, Neglect/Extinction and Phantom limb syndromes, as well as electrical measurements of mammalian brain activity, have suggested the dependence of vivid perception on both incoming sensory information at primary sensory cortex and reentrant information from associative cortex. Coherence between incoming and reentrant signals seems to be a necessary condition for (conscious) perception. General reticular activating system and local electrical synchronization are some of the tools used by the brain to establish coarse coherence at the sensory cortex, upon which biochemical processes are coordinated. Besides electrical synchrony and chemical modulation at the synapse, a central mechanism supporting such a coherence is the N-methyl-D-aspartate channel, working as a 'coincidence detector' for an incoming signal causing the depolarization necessary to remove Mg 2+, and reentrant information releasing the glutamate that finally prompts Ca 2+ entry. We propose that a signal transduction pathway activated by Ca 2+ entry into cortical neurons is in charge of triggering a quantum computational process that accelerates inter-neuronal communication, thus solving systemic conflict and supporting the unity of consciousness. © 2001 Elsevier Science Ltd.

On the Performance of a Two-Stage Vibration Isolation System Which has Geometrically Nonlinear Stiffness

Linear single-stage vibration isolation systems have a limitation on their performance, which can be overcome passively by using linear two-stage isolations systems. It has been demonstrated by several researchers that linear single-stage isolation systems can be improved upon by using nonlinear stiffness elements, especially for low-frequency vibrations. In this paper, an investigation is conducted into whether the same improvements can be made to a linear two-stage isolation system using the same methodology for both force and base excitation. The benefits of incorporating geometric stiffness nonlinearity in both upper and lower stages are studied. It is found that there are beneficial effects of using nonlinearity in the stiffness in both stages for both types of excitation. Further, it is found that this nonlinearity causes the transmissibility at the lower resonance frequency to bend to the right, but the transmissibility at the higher resonance frequency is not affected in the same way. Generally, it is found that a nonlinear two-stage system has superior isolation performance compared to that of a linear two-stage isolator.

Receptor tipo quinase de tomate: caracterização molecular e implicações nas infecções virais

Pós-graduação em Ciências Biológicas (Genética) - IBB

Unconventional Hall effect near charge neutrality point in a two-dimensional electron-hole system

The transport properties of the two-dimensional system in HgTe-based quantum wells containing simultaneously electrons and holes of low densities are examined. The Hall resistance, as a function of perpendicular magnetic field, reveals an unconventional behavior, different from the classical N-shaped dependence typical for bipolar systems with electron-hole asymmetry. The quantum features of magnetotransport are explained by means of numerical calculation of the Landau level spectrum based on the Kane Hamiltonian. The origin of the quantum Hall plateau sigma(xy) = 0 near the charge neutrality point is attributed to special features of Landau quantization in our system.

Nonlocal Transport Near Charge Neutrality Point in a Two-Dimensional Electron-Hole System

Nonlocal resistance is studied in a two-dimensional system with a simultaneous presence of electrons and holes in a 20 nm HgTe quantum well. A large nonlocal electric response is found near the charge neutrality point in the presence of a perpendicular magnetic field. We attribute the observed nonlocality to the edge state transport via counterpropagating chiral modes similar to the quantum spin Hall effect at a zero magnetic field and graphene near a Landau filling factor nu = 0.

Angiotensin II-induced JNK activation is mediated by NAD(P)H oxidase in isolated rat pancreatic islets

Angiotensin II (All), the active component of the renin angiotensin system (RAS), plays a vital role in the regulation of physiological processes of the cardiovascular system, but also has autocrine and paracrine actions in various tissues and organs. Many studies have shown the existence of RAS in the pancreas of humans and rodents. The aim of this study was to evaluate potential signaling pathways mediated by All in isolated pancreatic islets of rats. Phosphorylation of MAPKs (ERK1/2, JNK and p38MAPK), and the interaction between proteins JAK/STAT were evaluated. All increased JAK2/STAT1 (42%) and JAK2/STAT3 (100%) interaction without altering the total content of JAK2. Analyzing the activation of MAPKs (ERK1/2, JNK and p38MAPK) in isolated pancreatic islets from rats we observed that All rapidly (3 min) promoted a significant increase in the phosphorylation degree of these proteins after incubation with the hormone. Curiously JNK protein phosphorylation was inhibited by DPI, suggesting the involvement of NAD(P)H oxidase in the activation of protein. (C) 2012 Elsevier B.V. All rights reserved.

A stable liquid-liquid extraction system for clavulanic acid using polymer-based aqueous two-phase systems

The partitioning of Clavulanic Acid (CA) in a novel inexpensive and stable aqueous two-phase system (ATPS) composed by poly(ethylene glycol) (PEG) and sodium polyacrylate (NaPA) has been studied. The aqueous two-phase systems are formed by mixing both polymers with a salt (NaCl or Na2SO4) and an aqueous solution of CA. The stability of CA on the presence of both polymers was investigated and it was observed that these polymers do not degrade the biomolecule. The effect of PEG-molecular size, polymer concentrations on the commercial CA partitioning has been studied, at 25 degrees C. The data showed that commercial CA was preferentially partitioned for the PEG-rich phase with a partition coefficient (K-CA) between 1 and 12 in the PEG/NaPA aqueous two phase systems supplemented with NaCl and Na2SO4. The partition to the PEG phase was increased in the systems with high polymer concentrations. Furthermore, Na2SO4 caused higher CA preference for the PEG-phase than NaCl. The systems having a composition with 10 wt.% of PEG4000, 20 wt.% of NaPA8000 and 6 wt.% of Na2SO4 were selected as the optimal ones in terms of recovery of CA from fermented broth of Streptomyces clavuligerus. The partitioning results (K-CA = 9.15 +/- 1.06) are competitive with commercial extraction methods of CA (K-CA = 11.91 +/- 2.08) which emphasizes that the system PEG/NaPA/Na2SO4 can be used as a new process to CA purification/concentration from fermented broth. (C) 2012 Elsevier B.V. All rights reserved.

An in vitro study showing the three-dimensional microenvironment influence over the behavior of head and neck squamous cell carcinoma

Objectives: The Head and Neck Squamous Cell Carcinoma (HNSCC) ranks sixth worldwide. The mechanisms of growth, invasion and metastasis of this pathology are extensively studied and generally related to specific variations in signaling pathways like the PI3K-Akt; however most of these competent studies have been performed bidimensionally, which may hide important questions. This study sought to analyze the influence of the microenvironment upon the behavior of HNSCC. Study Design: The status of pAkt, NF-kappa B and Cyclin D1 proteins was accessed through immunofluorescence and western blot methods in HNSCC cell lines originating from tongue, pharynx and metastatic lymph node when submitted to a three-dimensional culture model utilizing a matrix system. A bidimensional culture model (monolayer) was used as control. Results: The HNSCC cell lines cultured three-dimensionally exhibited a growth pattern characterized by small isolated islands, different from the control group. When the three-dimensional model was applied, two of the studied cell lines showed the same expression pattern as the bidimensional model regarding nuclear or cytoplasmatic localization, as well as reduction of all protein levels; however, the cell line originated from tongue, which specially has the epidermal growth factor receptor constitutively activated, demonstrated nuclear translocation of pAkt and also an increase in the levels of Cyclin D1. Conclusions: The results suggest the influence of the microenvironment upon the behavior of HNSCC cells due to the changed expression of proteins related to tumor growth and cellular invasion. Furthermore, intrinsically genetic conditions also played important roles over the cells, despite the culture model employed.

Photobiological effect of low-level laser irradiation in bovine embryo production system

The objectives of this study were to evaluate the effect of low-level laser irradiation (LLLI) on bovine oocyte and granulosa cells metabolism during in vitro maturation (IVM) and further embryo development. Cumulus-oocytes complexes (COCs) were subjected (experimental group) or not (control group) to irradiation with LLLI in a 633-nm wavelength and 1 J/cm2 fluency. The COCs were evaluated after 30 min, 8, 16, and 24 h of IVM. Cumulus cells were evaluated for cell cycle status, mitochondrial activity, and viability (flow cytometry). Oocytes were assessed for meiotic progression status (nuclear staining), cell cycle genes content [real-time polymerase chain reaction (PCR)], and signal transduction status (western blot). The COCs were also in vitro fertilized, and the cleavage and blastocyst rates were assessed. Comparisons among groups were statistically performed with 5% significance level. For cumulus cells, a significant increase in mitochondrial membrane potential and the number of cells progressing through the cycle could be observed. Significant increases on cyclin B and cyclin-dependent kinase (CDK4) levels were also observed. Concerning the oocytes, a significantly higher amount of total mitogen-activated protein kinase was found after 8 h of irradiation, followed by a decrease in all cell cycle genes transcripts, exception made for the CDK4. However, no differences were observed in meiotic progression or embryo production. In conclusion, LLLI is an efficient tool to modulate the granulosa cells and oocyte metabolism

Zinco, invecchiamento e sistema immunitario: effetti sull'apoptosi e sulla proliferazione dei linfociti

Immunosenescence is characterized by a complex remodelling of the immune system, mainly driven by lifelong antigenic burden. Cells of the immune system are constantly exposed to a variety of stressors capable of inducing apoptosis, including antigens and reactive oxygen species continuously produced during immune response and metabolic pathways. The overall homeostasis of the immune system is based on the balance between antigenic load, oxidative stress, and apoptotic processes on one side, and the regenerative potential and renewal of the immune system on the other. Zinc is an essential trace element playing a central role on the immune function, being involved in many cellular processes, such as cell death and proliferation, as cofactor of enzymes, nuclear factors and hormones. In this context, the age associated changes in the immune system may be in part due to zinc deficiency, often observed in aged subjects and able to induce impairment of several immune functions. Thus, the aim of this work was to investigate the role of zinc in two essential events for immunity during aging, i.e. apoptosis and cell proliferation. Spontaneous and oxidative stress-induced apoptosis were evaluated by flow cytometry in presence of a physiological concentration of zinc in vitro on peripheral blood mononuclear cells (PBMCs) obtained from healthy subjects of different age: a group of young subjects, a group of old subjects and a group of nonagenarians. In addition, cell cycle phases were analyzed by flow cytometry in PBMCs, obtained from the subjects of the same groups in presence of different concentration of zinc. We also analyzed the influence of zinc in these processes in relation to p53 codon 72 polymorphism, known to affect apoptosis and cell cycle in age-dependent manner. Zinc significantly reduces spontaneous apoptosis in all age-groups; while it significantly increases oxidative stress-induced late apoptosis/necrosis in old and nonagenarians subjects. Some factors involved in the apoptotic pathway were studied and a zinc effect on mitochondrial membrane depolarization, cytochrome C release, caspase-3 activation, PARP cleavage and Bcl-2 expression was found. In conclusion, zinc inhibits spontaneous apoptosis in PBMCs contrasting the harmful effects due to the cellular culture conditions. On the other hand, zinc is able to increase toxicity and induce cell death in PBMCs from aged subjects when cells are exposed to stressing agents that compromise antioxidant cellular systems. Concerning the relationship between the susceptibility to apoptosis and p53 codon 72 genotype, zinc seems to affect apoptosis only in PBMCs from Pro- people suggesting a role of this ion in strengthening the mechanism responsible of the higher propensity of Pro- towards apoptosis. Regarding cell cycle, high doses of zinc could have a role in the progression of cells from G1 to S phase and from S to G2/M phase. These effect seems depend on the age of the donor but seems to be unrelated to p53 codon 72 genotype. In order to investigate the effect of an in vivo zinc supplementation on apoptosis and cell cycle, PBMCs from a group of aged subjects were studied before and after six weeks of oral zinc supplementation. Zinc supplementation reduces spontaneous apoptosis and it strongly reduces oxidative stress-induced apoptosis. On the contrary, no effect of zinc was observed on cell cycle. Therefore, it’s clear that in vitro and in vivo zinc supplementation have different effects on apoptosis and cell cycle in PBMCs from aged subjects. Further experiments and clinical trials are necessary to clarify the real effect of an in vivo zinc supplementation because this preliminary data could encourage the of this element in all that disease with oxidative stress pathogenesis. Moreover, the expression of metallothioneins (MTs), proteins well known for their zinc-binding ability and involved in many cellular processes, i.e. apoptosis, metal ions detoxification, oxidative stress, differentiation, was evaluated in total lymphocytes, in CD4+ and in CD8+ T lymphocytes from young and old healthy subjects in presence of different concentration of zinc in vitro. Literature data reported that during ageing the levels of these proteins increase and concomitantly they lose the ability to release zinc. This fact induce a down-regulation of many biological functions related to zinc, such as metabolism, gene expression and signal transduction. Therefore, these proteins may turn from protective in young-adult age to harmful agents for the immune function in ageing following the concept that several genes/proteins that increase fitness early in life may have negative effects later in life: named “Antagonistic Pleyotropy Theory of Ageing”. Data obtained in this work indicate an higher and faster expression of MTs with lower doses of zinc in total lymphocytes, in CD4+ and in CD8+ T lymphocytes from old subjects supporting the antagonistic pleiotropic role of these proteins.

Isolation and identification of molecular partners of the proteins encoded by the Drosophila tumor suppressor gene lethal(2)tumorous imaginal discs

Ziel dieser Arbeit war es, die funktionelle Bedeutung des Drosophila melanogaster tumor suppressor Gens lethal(2)tumorous imaginal discs (l(2)tid) durch die Identifikation von molekularen Partnern der vom Gen kodierten Proteine zu etablieren. Mit dem Screening einer Expressionsbibliothek mittels des Hefe-Di-Hybrid-Systems wurde das Protein Patched (Ptc) als ein neues Tid-bindendes Protein identifiziert. Ptc ist ein Zentralregulator der Hedhehog-Signalkette. Diese ist in der Entwicklung konserviert und in manchen humanen Krebsarten verwickelt. Die Tid/Ptc-Interaktion wurde mittels unabhängigen biochemischen Methoden wie dem GST-pulldown-Test oder der Immunopräzipitation überprüft. Außerdem ergaben funktionelle Studien in tumorosen Imaginalscheiben einen möglichen inhibitorischen Effekt von Tid über die Hh Signaltransduktion.Im letzten Teil dieser Arbeit wurde die Interaktion zwischen Tid und dem E-APC-Protein (Adenomatous polyposis coli) bewiesen. Polakis und seine Gruppe zeigten durch Studien mit dem Hefe-Di-Hybrid-System und in vitro, dass das hTid mit dem APC-Protein interagiert. Um dies auch auf Drosophila-Ebene zu überprüfen, wurden Immunopräzipitation-Studien mit den Drosophila-Gegenstücken durchgeführt. Diese Studien zeigen zum ersten Mal eine direkte Interaktion beider Proteine in vivo.

Konditionale Expression von HER-2, H-Ras oder BXB-Raf1 in einem Maustumormodell

Es ist bekannt, dass die Überexpression eines einzigen Onkogens im Tumorgewebe einen maligneren Phänotyp zur Folge haben kann. Ein Beispiel hierfür ist die Rezeptortyrosinkinase HER-2. Besonders in Mamma- und Ovarialkarzinomen tritt häufig eine HER-2 Überexpression auf, die mit einer schlechteren Prognose für die Patientinnen einhergeht. Die HER-2 blockierende Therapie mit Trastuzumab (Herceptin®) konnte zu einer signifikanten Verbesserung der Überlebenszeit bei Patientinnen mit metastasierendem Mammakarzinom führen. Es ist deshalb von großem Interesse herauszufinden, ob ein Tumor durch gezielte Blockade eines bestimmten Onkogens sein tumorigenes Potential verlieren kann, und dadurch das Tumorwachstum zumindest zeitweise unterbunden wird. Die Frage ist also, ob ein Tumor reversibel sein kann, wenn die Expression seiner Onkogene blockiert wird. Frühere Arbeiten meiner Arbeitsgruppe haben gezeigt, dass Tumore, die konditional humanes HER-2 exprimierten, nach Ausschalten von HER-2 tatsächlich in Remission gingen, d.h. reversibel waren. Tumorgrößenabhängig konnte sogar eine vollständige Tumorremission beobachtet werden. Die vorliegende Arbeit soll nun helfen, die beobachtete Remission nach Ausschalten von HER-2 besser verstehen zu können. Von Interesse sind dabei vor allem die molekularen Mechanismen, die in dem Tumor nach Ausschalten der HER-2 Expression ablaufen. Die konditionale Expression von HER-2 wurde mit Hilfe des TET-OFF Systems in NIH3T3 Mausfibroblasten erreicht. Mit dieser Technik wurde ein Maustumormodell etabliert, das ermöglichte, die Veränderungen in den Tumoren nach Ausschalten von HER-2 zu untersuchen. Ein besonderes Augenmerk wurde dabei auf zwei der durch HER-2 vermittelten Signalwege gerichtet, den Ras-MAP Kinase Signalweg und die Aktivierung von Akt über die Phosphoinositol-3 Kinase. Beide wurden nach Ausschalten der HER-2 Expression deaktiviert. Um herausfinden zu können, welcher der beiden Wege eine wichtigere Rolle bei der Tumorremission spielt, wurden in der vorliegenden Arbeit zwei weitere Maustumormodelle zur konditionalen Expression von humanem H-Ras bzw. einer Form des humanen c-Raf-1 (BXB-Raf1) etabliert. Die Modelle funktionierten auf dieselbe Weise wie das HER-2 Maustumormodell und es wurden auch dieselben Faktoren untersucht. Ras und Raf sind Mitglieder des Ras-MAP Kinase Signalweges. Raf ist aber im Gegensatz zu HER-2 und Ras nicht in der Lage, Akt zu aktivieren. Durch Vergleich der Ergebnisse der drei Maustumormodelle war es deshalb möglich zu differenzieren, ob Einflüsse auf die Tumorentwicklung über denn Ras-MAP Kinase oder den PI3K/Akt Signalweg vermittelt wurden. Auch Ausschalten von H-Ras oder BXB-Raf1 führte zu einer raschen Tumorremission. Damit wurde erneut die Frage nach der Reversibilität eines Tumors beantwortet. Ob die Remission auf einer Induktion von Apoptose beruhte, konnte nicht endgültig geklärt werden, da es zwar nach Ausschalten von HER-2 zu einer Erhöhung der Apoptoserate kam, nicht jedoch nach Ausschalten von H-Ras oder BXB-Raf1. Aufgrund der vorhandenen Ergebnisse wird vermutet, dass es zu einer Störung des Gleichgewichtes zwischen proliferationsfördernden und apoptotischen Faktoren nach Ausschalten der Onkogene kam. Die in den Tumoren vorhandene Spontanapoptose könnte dann ausreichen, den Prozess der Tumorremission auszulösen. Die Untersuchungen haben gezeigt, dass ERK bzw. der Ras-MAP Kinase Signalweg die bedeutendere Rolle bei der Tumorremission spielte. Zum einen wurde dies belegt durch die Beobachtung, dass die Tumorverläufe von HER-2 und BXB-Raf1 nahezu identisch waren. Zum anderen kam es in allen drei Modellen zu einer Dephosphorylierung von ERK, die der Tumorremission vorausging. Akt schien dagegen keine Rolle zu spielen, da das Ausschalten der HER-2, H-Ras oder BXB-Raf1 Expression zu keiner einheitlichen Veränderung des Posphorylierungsgrades von Akt führte. Demnach ist die Blockade des Ras-MAP Kinase Signalweges, der hauptsächlich proliferationsfördernde Eigenschaften besitzt, wichtiger für die Tumorremission als die Blockade des PI3K/Akt Signalweges, der hauptsächlich anti-apoptotische Eigenschaften vermittelt.