Imagens hiperespectrais no monitoramento da nutrição em citros

Pós-graduação em Agronomia (Energia na Agricultura) - FCA

Global optimization using a genetic algorithm with hierarchically structured population

This paper applies a genetic algorithm with hierarchically structured population to solve unconstrained optimization problems. The population has individuals distributed in several overlapping clusters, each one with a leader and a variable number of support individuals. The hierarchy establishes that leaders must be fitter than its supporters with the topological organization of the clusters following a tree. Computational tests evaluate different population structures, population sizes and crossover operators for better algorithm performance. A set of known benchmark test problems is solved and the results found are compared with those obtained from other methods described in the literature, namely, two genetic algorithms, a simulated annealing, a differential evolution and a particle swarm optimization. The results indicate that the method employed is capable of achieving better performance than the previous approaches in regard as the two criteria usually employed for comparisons: the number of function evaluations and rate of success. The method also has a superior performance if the number of problems solved is taken into account. (C) 2013 Elsevier B.V. All rights reserved.

Control of instabilities in non-Newtonian free surface fluid flows

Free surface flows in inclined channels can develop periodic instabilities that are propagated downstream as shock waves with well-defined wavelengths and amplitudes. Such disturbances are called roll waves and are common in channels, torrential lava, landslides, and avalanches. The prediction and detection of such waves over certain types of structures and environments are useful for the prevention of natural risks. In this work, a mathematical model is established using a theoretical approach based on Cauchy's equations with the Herschel-Bulkley rheological model inserted into the viscous part of the stress tensor. This arrangement can adequately represent the behavior of muddy fluids, such as water-clay mixture. Then, taking into account the shallow water and the Rankine-Hugoniot's (shock wave) conditions, the equation of the roll wave and its properties, profile, and propagation velocity are determined. A linear stability analysis is performed with an emphasis on determining the condition that allows the generation of such instabilities, which depends on the minimum Froude number. A sensitivity analysis on the numerical parameters is performed, and numerical results including the influence of the Froude number, the index flow and dimensionless yield stress on the amplitude, the wavelength of roll waves and the propagation velocity of roll waves are shown. We show that our numerical results were in agreement with Coussot's experimental results (1994).

Gestão de estoque no setor de varejo calçadista: abordagem via análise multivariada e teoria do controle ótimo

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

O modelo brasileiro de segurança pública e a 1ª Conferência Nacional de Segurança Pública

Pós-graduação em Ciências Sociais - FCLAR

Desenvolvimento de um banco de dados genético brasileiro para marcadores STR do cromossomo x

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Low genetic diversity of Anaplasma marginale in calves in an endemic area for bovine anaplasmosis in the state of São Paulo, Brazil

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

Eficiência da cokrigagem na estimativa da produtividade do café conilon

The objective of this research was to estimate the productivity (PRODUT) in sc/ha of coffee conilon through the technique of cokriging, using as covariate the production of humid coffee (PROD) in kg and compare the results with estimates obtained by kriging ordinary. The study was conducted in a commercial area of conilon coffee, Coffea canephora Pierre var. conilon, located in São Mateus Municipality, Espirito Santo State. For the field work was sampled the humid coffee production in a sampling grid irregular of 18.5 ha, 87 sampling points in the total. We also determined the production of dry coffee beans and coffee benefited 12% moisture, to obtain the PRODUT variable. After exploratory data analysis, which showed the correlation between variables in the order of 0.899, was performed variogram analysis. Were adjusted theoretical variograms to PROD and PRODUT and cross variogram between two variables. Finally we estimated the value of productivity, both by ordinary kriging as per cokriging. The validation of the estimation by cokriging not shows, however, significant gains in relation to validation by ordinary kriging.

Avaliação do gasto energético de repouso em pacientes com sepse associada ou não à lesão renal aguda

Pós-graduação em Fisiopatologia em Clínica Médica - FMB

Intron 4 polymorphism of the endothelial nitric oxide synthase (eNOS) gene is associated with decreased NO production in a mercury-exposed population

Nitric oxide (NO), produced by endothelial nitric oxide synthase (eNOS), is a potent vasodilator and plays a prominent role in regulating the cardiovascular system. Decreased basal NO release may predispose to cardiovascular diseases. Evidence suggests that the 27 nt repeat polymorphism of the intron 4 in the eNOS gene may regulate eNOS expression. On the other hand, some recent reports strongly suggest an association between methylmercury (MeHg) exposures and altered NO synthesis. In the present study, we investigate the contribution of the 27-pb tandem repeat polymorphism on nitric oxide production, which could enhance susceptibility to cardiovascular disease in the MeHg-exposed study population. Two-hundred-two participants (98 men and 104 women), all chronically exposed to MeHg through fish consumption were examined. Mean blood Hg concentration and nitrite plasma concentration were 50.5 +/- 35.4 mu g/L and 251.4 +/- 106.3 nM, respectively. Mean systolic and diastolic blood pressure were 120.1 +/- 19.4 mm Hg and 72.0 +/- 10.6 mm Hg, respectively. Mean body mass index was 24.5 +/- 4.3 kg/m(2) and the mean heart rate was 69.8 +/- 11.8 bpm. There were no significant differences in age, arterial blood pressure, body mass index or cardiac frequency between genotype groups (all P>0.05). However, we observed different nitrite concentrations in the genotypes groups, with lower nitrite levels for the 4a4a genotype carriers. Age, gender and the presence of intron 4 polymorphism contributed to nitrite reduction as a result of blood Hg concentration. Taken together, our results show that the 27 nt repeat polymorphism of the intron 4 in the eNOS gene increases susceptibility to cardiovascular diseases after MeHg exposure by modulating nitric oxide levels. (C) 2011 Elsevier B.V. All rights reserved.

Evaluation of the agreement by examiners according to classifications of third molars

Objectives. This study recorded and evaluated the intra-and inter-group agreement degree by different examiners for the classification of lower third molars according to both the Winter's and Pell & Gregory's systems. Study Design. An observational and cross-sectional study was realized with forty lower third molars analyzed from twenty digital panoramic radiographs. Four examiner groups (undergraduates, maxillofacial surgeons, oral radiologists and clinical dentists) from Aracaju, Sergipe, Brazil, classified them in relation to angulation, class and position. The variance test (ANOVA) was applied in the examiner findings with significance level of p<0.05 and confidence intervals of 95%. Results. Intra- and inter-group agreement was observed in Winter's classification system among all examiners. Pell & Gregory's classification system showed an average intra-group agreement and a statistical significant difference to position variable in inter-group analysis with greater disagreement to the clinical dentists group (p<0.05). Conclusions. High reproducibility was associated to Winter's classification, whereas the system proposed by Pell & Gregory did not demonstrate appropriate levels of reliability.

Differentiation of African Components of Ancestry to Stratify Groups in a Case-Control Study of a Brazilian Urban Population

Background: Balancing the subject composition of case and control groups to create homogenous ancestries between each group is essential for medical association studies. Methods: We explored the applicability of single-tube 34-plex ancestry informative markers (AIM) single nucleotide polymorphisms (SNPs) to estimate the African Component of Ancestry (ACA) to design a future case-control association study of a Brazilian urban sample. Results: One hundred eighty individuals (107 case group; 73 control group) self-described as white, brown-intermediate or black were selected. The proportions of the relative contribution of a variable number of ancestral population components were similar between case and control groups. Moreover, the case and control groups demonstrated similar distributions for ACA <0.25 and >0.50 categories. Notably a high number of outlier values (23 samples) were observed among individuals with ACA <0.25. These individuals presented a high probability of Native American and East Asian ancestral components; however, no individuals originally giving these self-described ancestries were observed in this study. Conclusions: The strategy proposed for the assessment of ancestry and adjustment of case and control groups for an association study is an important step for the proper construction of the study, particularly when subjects are taken from a complex urban population. This can be achieved using a straight forward multiplexed AIM-SNPs assay of highly discriminatory ancestry markers.

Emergence of sensory selection mechanisms in Artificial Life simulations

Background The evolutionary advantages of selective attention are unclear. Since the study of selective attention began, it has been suggested that the nervous system only processes the most relevant stimuli because of its limited capacity [1]. An alternative proposal is that action planning requires the inhibition of irrelevant stimuli, which forces the nervous system to limit its processing [2]. An evolutionary approach might provide additional clues to clarify the role of selective attention. Methods We developed Artificial Life simulations wherein animals were repeatedly presented two objects, "left" and "right", each of which could be "food" or "non-food." The animals' neural networks (multilayer perceptrons) had two input nodes, one for each object, and two output nodes to determine if the animal ate each of the objects. The neural networks also had a variable number of hidden nodes, which determined whether or not it had enough capacity to process both stimuli (Table 1). The evolutionary relevance of the left and the right food objects could also vary depending on how much the animal's fitness was increased when ingesting them (Table 1). We compared sensory processing in animals with or without limited capacity, which evolved in simulations in which the objects had the same or different relevances. Table 1. Nine sets of simulations were performed, varying the values of food objects and the number of hidden nodes in the neural networks. The values of left and right food were swapped during the second half of the simulations. Non-food objects were always worth -3. The evolution of neural networks was simulated by a simple genetic algorithm. Fitness was a function of the number of food and non-food objects each animal ate and the chromosomes determined the node biases and synaptic weights. During each simulation, 10 populations of 20 individuals each evolved in parallel for 20,000 generations, then the relevance of food objects was swapped and the simulation was run again for another 20,000 generations. The neural networks were evaluated by their ability to identify the two objects correctly. The detectability (d') for the left and the right objects was calculated using Signal Detection Theory [3]. Results and conclusion When both stimuli were equally relevant, networks with two hidden nodes only processed one stimulus and ignored the other. With four or eight hidden nodes, they could correctly identify both stimuli. When the stimuli had different relevances, the d' for the most relevant stimulus was higher than the d' for the least relevant stimulus, even when the networks had four or eight hidden nodes. We conclude that selection mechanisms arose in our simulations depending not only on the size of the neuron networks but also on the stimuli's relevance for action.

Adesão ao seguimento nutricional ambulatorial pós-cirurgia bariátrica e fatores associados

OBJETIVO: Estimar a prevalência da adesão ao seguimento nutricional ambulatorial pós-cirúrgico e avaliar sua associação com fatores selecionados em indivíduos submetidos à cirurgia bariátrica. MÉTODOS: Estudo de coorte retrospectiva com base na revisão de dados pós-operatórios de 241 prontuários de adultos submetidos à gastroplastia redutora com derivação em Y de Roux entre 2006 e 2008. Considerou-se aderente o indivíduo que compareceu a quatro ou mais consultas nutricionais nos 12 primeiros meses após a cirurgia. Para investigar a associação entre adesão ao seguimento nutricional e idade, sexo, estado conjugal, escolaridade, situação empregatícia, distância entre a residência e o hospital, estratégias para perda de peso no período pré-operatório, índice de massa corporal no pré-cirúrgico imediato, presença de comorbidades e duração da internação pós-operatória, foram calculadas razões de prevalência e utilizou-se regressão múltipla de Poisson. RESULTADOS: A prevalência de adesão foi de 56% (IC95%=49,7-62,3) nessa população predominantemente feminina (80,9%), com média de idade de 44,4 anos (DP=11,6) e de IMC pré-operatório de 47,2kg/m² (DP=6,2). Dos fatores estudados, somente a duração da internação pós-operatória igual ou superior a 6 dias mostrou-se significativamente associada à adesão após análise ajustada por sexo e idade (RP=1,46; IC95%=1,15-1,86). CONCLUSÃO: A prevalência de adesão encontrada foi semelhante às de estudos internacionais, mas baixa considerando-se 75% como referência. A maior adesão observada nos indivíduos com internação pós-operatória prolongada pode sugerir que o maior contato com a equipe multiprofissional aumente a percepção da necessidade de cuidados com a saúde em longo prazo.

Die Synthese von Glycopeptiden und Glycopeptid-Protein-Konjugaten mit einer Partialstruktur des tumorassoziierten Mucins MUC1 zur Entwicklung von Tumorvakzinen

„Synthese von Glycopeptiden und Glycopeptid-Protein-Konjugaten mit einer Partialstruktur des tumorassoziierten Mucins MUC1 zur Entwicklung von Tumorvakzinen“ Das Glycoprotein MUC1 ist in Tumorepithelzellen sonderlich stark überexprimiert und wegen der vorzeitig einsetzenden Sialylierung sind die Saccharid-Epitope der O-Glycanketten stark verkürzt (sog. tumorassoziierte Antigene). Dadurch werden auch bisher verborgene Peptidepitope des Glycoprotein-Rückgrates auf der Zelloberfläche der Epithelzellen zugänglich, die als fremd von den Zellen des Immunsystems erkannt werden können. Dies macht das MUC1-Zelloberfächenmolekül zu einem Zielmolekül in der Entwicklung von Tumorvakzinen. Diese beiden strukturellen Besonderheiten wurden in der Synthese von Glycohexadecapeptiden verbunden, indem die veränderten tumorassoziierten Saccharidstrukturen TN-, STN- und T-Antigen als Glycosylaminosäure-Festphasenbausteine synthetisiert wurden und in das Peptidepitop der Wiederholungseinheit des MUC1 durch Glycopeptid-Festphasensynthese eingebaut wurden. Wegen der inhärenten schwachen Immunogenität der kurzen Glycopeptide müssen die synthetisierten Glycopeptidstrukturen an ein Trägerprotein, welches das Immunsystem stimuliert, gebunden werden. Zur Anbindung der Glycopeptide ist ein selektives Kupplungsverfahren nötig, um definierte und strukturell einheitliche Glycopeptid-Protein-Konjugate zu erhalten. Es konnte eine neue Methode entwickelt werden, bei der die Konjugation durch eine radikalische Additionsreaktion von als Allylamide funktionalisierten Glycopeptiden an ein Thiol-modifiziertes Trägerprotein erfolgte. Dazu wurde anhand von synthetisierten, als Allylamide modifizierten Modellaminosäuren untersucht, ob diese Reaktion generell für eine Biokonjugation geeignet ist und etwaige Nebenreaktionen auftreten können. Mit dieser Methode konnten verschiedene MUC1-Glycopeptid-Trägerprotein-Konjugate hergestellt werden, deren immunologische Untersuchung noch bevorsteht. Das tumorassoziierte MUC1 nimmt in der immundominanten Region seiner Wiederholungseinheit eine knaufartige Struktur ein. Für die Entwicklung von selektiven Tumorvakzinen ist es von großer Bedeutung möglichst genau die Struktur der veränderten Zelloberflächenmoleküle nachzubilden. Durch die Synthese von cyclischen (Glyco)Peptiden wurde dieses Strukturelement fixiert. Dazu wurden olefinische Aminosäure Festphasenbausteine hergestellt, die zusammen mit den oben genannten Glycosylaminosäuren mittels einer Glycopeptid-Festphasensynthese in acyclische Glycopeptide eingebaut wurden. Diese wurden dann durch Ringschlussmetathese zyklisiert und im Anschluss reduziert und vollständig deblockiert. In einem dritten Projekt wurde der Syntheseweg zur Herstellung einer C-Glycosylaminosäure mit einer N-Acetylgalactosamin-Einheit entwickelt. Wichtige Schritte bei der von Glucosamin ausgehenden Synthese sind die Keck-Allylierung, eine Epimerisierung, die Herstellung eines Brom-Dehydroalanin-Derivates und eine B-Alkyl-Suzuki-Miyaura-Kreuzkupplung sowie Schutzgruppenoperationen. Der racemische Baustein konnte dann in der Peptid-Festphasensynthese eines komplexen MUC1-Tetanustoxin-Konjugates eingesetzt werden.