Artificial neural networks (ANN): prediction of sensory measurements from instrumental data

The objective of this study was to predict by means of Artificial Neural Network (ANN), multilayer perceptrons, the texture attributes of light cheesecurds perceived by trained judges based on instrumental texture measurements. Inputs to the network were the instrumental texture measurements of light cheesecurd (imitative and fundamental parameters). Output variables were the sensory attributes consistency and spreadability. Nine light cheesecurd formulations composed of different combinations of fat and water were evaluated. The measurements obtained by the instrumental and sensory analyses of these formulations constituted the data set used for training and validation of the network. Network training was performed using a back-propagation algorithm. The network architecture selected was composed of 8-3-9-2 neurons in its layers, which quickly and accurately predicted the sensory texture attributes studied, showing a high correlation between the predicted and experimental values for the validation data set and excellent generalization ability, with a validation RMSE of 0.0506.

RAPD markers utilization and other parameters in the determination of mango hybrids genitors

Actually mango (Mangifera indica, L.) is considered one of the largest Brazilian fruitbusiness for the export market. Cultivar selection having high fruit quality is a fundamental step to obtain excellent results in this business. A mango breeding program based on intervarietal hybridization may produce new improved cultivars for mango growers. Mango hybrids have been obtained by controlled or open crosses. In the last one, it is important to identify the male parent because it is useful for the genetic cultivar history, thus it is important for planning further improvements. This work presents a parentage test using among others parameters RAPD (Random amplified Polymorphic DNA) markers to estimate the male parent of the selected hybrids in an open cross plot by using five mango cultivars densely planted in a latin square design.

Análise da freqüência fundamental, jitter, shimmer e intensidade vocal em crianças com transtorno fonológico

O transtorno fonológico é uma alteração de manifestação primária de causa indefinida que torna a fala ininteligível. A análise de parâmetros vocais torna-se importante no processo do diagnóstico deste transtorno, pois distúrbios de voz poderiam interferir na produção dos sons da fala. OBJETIVO: O objetivo deste estudo foi verificar as características vocais relacionadas à intensidade e freqüência fundamental - F0 - e seus índices de perturbação - jitter e shimmer - em crianças com transtorno fonológico. FORMA DE ESTUDO: clínico prospectivo com coorte transversal. MATERIAL E MÉTODO: Foram sujeitos 40 crianças distribuídas em dois grupos: 20 com transtorno fonológico e 20 sem alteração de fala e linguagem. Foram aplicadas provas de fonologia do Teste de Linguagem Infantil ABFW e de fala espontânea. Utilizou-se o Computer Speech Lab, para gravação e análise acústica das vogais /a/, /e/, /i/, por meio dos parâmetros vocais: freqüência fundamental, intensidade, jitter e shimmer. RESULTADOS: F0 - vogal /e/ é menor, em média, para o Grupo com Transtorno Fonológico (126Hz) e 237Hz no Grupo Controle. Para o shimmer e jitter não há evidência de que as médias do Grupo com Transtorno Fonológico sejam diferentes das do Grupo Controle (p= 0,191, p=0,865 respectivamente). Quanto à intensidade, há evidência de que a média diferencia os dois grupos (p= 0,002). CONCLUSÃO: A freqüência da vogal /e/ é menor no Grupo com Transtorno Fonológico. Existe diferença entre grupos para as médias da intensidade das vogais /a/, /e/ e /i/, sendo estas menores no Grupo com Transtorno Fonológico. Não foram encontradas diferenças entre grupos para as médias do jitter e do shimmer.

Estudo da freqüência fundamental da voz de idosas portadoras de diferentes graus de perda auditiva

A deficiência auditiva, dentre outros, é um dos distúrbios mais referidos pela população idosa. Sabe-se que o sistema de feedback auditivo é primordial para o monitoramento dos parâmetros vocais, como a freqüência fundamenta. OBJETIVO: Correlacionar a audição e os valores de F0 (freqüência fundamental) da voz de idosas portadores de diferentes graus de sensibilidade auditiva. FORMA DO ESTUDO: Transversal descritivo. MATERIAL E MÉTODOS: Amostra de 30 idosas, idades média de 76,23, portadoras de audição normal ou perda auditiva neurossensorial descendente simétrica. Foram submetidas a anamnese, avaliação auditiva (audiometria tonal limiar, IPRF e imitanciometria) e avaliação vocal. Os resultados de ambas as avaliações foram correlacionados. RESULTADOS: A F0 da produção vocal de idosas com perda leve (144,44) foi significantemente menor que para perda moderada (160,3), moderadamente severa (188,23) e severa (201,27), tanto utilizando a classificação de grau da perda auditiva para freqüências baixas como altas. CONCLUSÃO: Quanto mais elevado o grau da perda auditiva, maior o valor de freqüência fundamental encontrado.

Implicações do efeito Lombard sobre a intensidade, freqüência fundamental e estabilidade da voz de indivíduos com doença de Parkinson

A Doença de Parkinson afeta o sistema nervoso central resultando em alterações qualitativas da voz que pouco melhoram com o tratamento farmacológico e com a fonoterapia tradicional. Estudos mostram que o mascaramento auditivo leva ao aumento da intensidade da voz em indivíduos normais (Efeito Lombard). OBJETIVO: Avaliar implicações do efeito Lombard sobre a intensidade, freqüência fundamental e estabilidade da voz de indivíduos com doença de Parkinson (N=17). FORMA DE ESTUDO: Estudo clínico e experimental. Material e Métodos: Através de análise acústica, avaliamos as alterações de intensidade e freqüência fundamental, antes e depois da exposição a mascaramento auditivo "white noise", em 40, 70 e 90 dBNS, bem como as variações durante cada emissão e comparamos com um grupo controle (N=16). RESUTADOS: A intensidade de emissão vocal variou de acordo com a intensidade de mascaramento, tendendo a aumento não-linear, ocorrendo também nos grupos Parkinson e controle, não sendo influenciado pelo sexo. A freqüência fundamental da emissão vocal variou, tendendo a aumento não-linear, em ambos os grupos e sexos. Ocorreu melhora da estabilidade, tanto com relação à freqüência quanto à intensidade de emissão vocal. CONCLUSÃO: O Efeito Lombard elevou a intensidade e freqüência fundamental e melhorou a estabilidade da voz desses pacientes.

Evaluation of respiratory parameters in minimally processed lettuce grown under organic or conventional system

The increased preference for minimally processed vegetables has been attributed to the health benefits associated with fresh produce and the demand for ready-to-eat salads. In this paper, lettuce (Lactuca sativa L.) was evaluated for the effects of different cropping systems on the respiratory properties. Lettuce was packaged in low density polyethylene bags and stored in a refrigerator at 4 ºC. The concentration of carbon dioxide and oxygen inside the package was monitored during the storage at zero, three, six, eight, ten and twelve days by gas chromatography. Dry matter variation was measured gravimetrically up to day fourteen of storage. Values of respiratory rate for conventional lettuce increased from day 1 to 3 and remained low, while respiratory rate of the organic lettuce increased three-fold up to day 8, stabilizing at a high level. Variation in dry matter during storage also resulted from differences between the two cultivation systems. The highest content of dry matter was achieved by organic lettuce.

Parameters of electrostatic spraying and its influence on the application efficiency

When the electrostatic spraying is used correctly, it provides advantages over conventional systems, however many factors can affect the system efficiency. Therefore, the objective of this study was to evaluate the charge/mass ratio (Q/M) at different spraying distances (0, 1, 2, 3, 4 and 5 m), and the liquid deposition efficiency on the target. Evaluating the Q/M ratio the Faraday cage method was used and to evaluate the liquid deposition efficiency the artificial targets were positioned longitudinally and transversely to the spray jet. It was found that the spraying distance affects the Q/M ratio, consequently, the liquid deposition efficiency. For the closest distance to the target the Q/M ratio was 4.11 mC kg-1, and at distances of 1, 2, 3, 4 and 5 m, the ratio decreased to 1.38, 0.64, 0.31, 0.17 and 0.005 mC kg-1, respectively. For the liquid deposition, the electrostatic system was affected by the target orientation and spraying distance. The target transversely to the jet of liquid did not improve the liquid deposition, but longitudinally increased the deposition up to 3 meters of distance.

Effects of age on histological parameters of the sweat glands of Nellore cattle

The sweat glands are important in thermoregulation of cattle in a warm environment as they help dissipate heat through evaporation. Studies on gland histology are important to define its secretion potential and the capacity of perspiration and heat removal. The objective of this study was to determine, by histomorphometry, glandular epithelium height, the depth of the gland, length of the glandular portion and number of glands per cm2 of the sweat glands of the three age groups of Nellore cattle. Thirty females were used in this study. They were equally divided into calves, heifers and cows. Histological sections were obtained and analyzed by digital images in Trinocular BX40 Olympus microscope coupled to an Oly - 200 camera, connected to a computer. The images were obtained with microscope with 2x, 4x, 10x and 40x magnification objectives. The measurements were performed using HL Image 97 program. The height of glandular epithelium, depth of the glands, length and density of the glandular portion per cm2 , were all analyzed. The calves showed greater height of the glandular epithelium than heifers (P = 0.0024), and cows (P = 0.0191). The depth of the gland was not influenced by age. Cows had higher length of secretory portion than heifers (P = 0.0379) and calves (P = 0.0077). Heifers had a greater number of sweat glands per cm2 of skin than cows (P = 0.023). In cattle, the height of glandular epithelium and the density decreases as animals get older. On the other hand, the length of the secretor portion increases but with no changes in the depth of the sweat glands

Investimento público em educação fundamental e a qualidade do ensino: uma avaliação regional dos resultados do Fundef

Desde 1998, o financiamento da educação pública fundamental no Brasil está submetido a critérios de vinculação de receitas governamentais regulamentados pelo Fundef (Fundo de Manutenção e Desenvolvimento do Ensino Fundamental e de Valorização do Magistério). Entre os objetivos do fundo está o de garantir recursos mínimos para o investimento público em educação fundamental, assegurando a qualidade do ensino oferecido e, por conseguinte, a melhora na proficiência dos alunos. Com base nos dados de volume de recursos investidos no ensino fundamental via Fundef e nos resultados das Saebs (sinopses estatísticas da educação básica), este artigo analisa os efeitos dessa política pública sobre o desempenho dos alunos da rede pública de ensino fundamental brasileira. Os resultados apontam a importância do aporte financeiro e da qualificação do magistério para o aperfeiçoamento da qualidade da educação pública.

Malaria transmission model for different levels of acquired immunity and temperature-dependent parameters (vector)

OBJECTIVE: Describe the overall transmission of malaria through a compartmental model, considering the human host and mosquito vector. METHODS: A mathematical model was developed based on the following parameters: human host immunity, assuming the existence of acquired immunity and immunological memory, which boosts the protective response upon reinfection; mosquito vector, taking into account that the average period of development from egg to adult mosquito and the extrinsic incubation period of parasites (transformation of infected but non-infectious mosquitoes into infectious mosquitoes) are dependent on the ambient temperature. RESULTS: The steady state equilibrium values obtained with the model allowed the calculation of the basic reproduction ratio in terms of the model's parameters. CONCLUSIONS: The model allowed the calculation of the basic reproduction ratio, one of the most important epidemiological variables.

Clinical and laboratory parameters in dapsone acute intoxication

OBJECTIVE: To determine the severity of dapsone (DDS) acute intoxication – an uncommon medical event – using clinical and laboratory parameters. METHODS: Two hundred and seventy four patients with acute DDS intoxication, aged 1 month to 50 years old, were studied and classified into four age groups. Clinical evaluation was assessed through a protocol and correlated with laboratory parameters. Spectrophotometric methods were used to analyze methemoglobinemia (MHbp) and dapsonemia (DDSp). RESULTS: The most prevalent clinical sign of intoxication was cyanosis, seen in 65.7% of the patients and in 100% of children less than 5 years of age. According to laboratory criteria, MHbp-related severe clinical intoxication was seen in 56.2% and DDSp-related occurred in 58% of the patients. Regarding DDSp, intoxication was considered severe when 20 tablets (100 mg each) were ingested, a median of 29 mug/ml. Regarding MHbp, intoxication was severe when 7.5 tablets were ingested, a median of 38% of the total Hb. The correlation between MHbp and DDSp was statistically significant (n=144, r=0.32, p<0.05). Negative correlation was observed between MHbp and the time elapsed since DDS intake (n=124, r=-0.34, p<0.001). There was also a negative correlation between DDSp and the time elapsed since DDS intake (n=63, r=-0.35, p<0.0001). CONCLUSIONS: Longitudinal analysis showed a significant association between methemoglobinemia and the time elapsed after the intake (t), according to the equation: Dapsonemia = 12.9256 - 0.0682t + 0.234 methemoglobinemia

Crescimento e trabalho de estudantes de ensino fundamental e médio em São Paulo, Brasil

OBJETIVO: Verificar alguns fatores de risco para a baixa estatura em adolescentes escolares e trabalhadores. MÉTODOS: A amostra foi estratificada, constituída por 50% dos escolares da quinta série ao terceiro colegial das duas maiores escolas dos municípios de Monteiro Lobato e de Santo Antonio do Pinhal, em 1999, uma de zona urbana e outra de zona rural, com um total de 756 indivíduos. A desnutrição foi definida pelo indicador altura/idade, segundo o padrão do National Center for Health Statistics (1977). Foram feitas a distribuição da altura/idade na população amostrada e uma análise multivariada, utilizando o método "stepwise", em que a baixa estatura foi a variável dependente. RESULTADOS: Constatou-se que 12,7% (96) dos adolescentes estavam abaixo do P5 do padrão, 24,4% (184) entre os centis 5 e 15 e 47,1% ( 356) entre 15 e 50. A chance de baixa estatura foi associada à idade: tomando-se como base a faixa etária entre 10 e 13 anos, para os indivíduos entre 14 e 17 anos, encontrou-se mais do que o dobro de chance de baixa altura (ORaj=2,49) e, para aqueles de 17 a 19, o triplo (ORaj=3,37). Estar desempregado aumenta o risco de baixa estatura (ORaj=2,86) em relação aos que trabalham. Também são maiores as chances de baixa estatura entre os que trabalham em tempo parcial (ORaj=1,81). CONCLUSÕES: Constataram-se determinantes econômicos no risco de desnutrição crônica entre os adolescentes, na medida em que o trabalho é parte imprescindível da estratégia de sobrevivência desse grupo. Ressalta-se que a aplicação da legislação referente ao trabalho do menor deve ser acompanhada de políticas públicas compensatórias.

Weather parameters and nosocomial bloodstream infection: a case-referent study

OBJECTIVE To evaluate if temperature and humidity influenced the etiology of bloodstream infections in a hospital from 2005 to 2010.METHODS The study had a case-referent design. Individual cases of bloodstream infections caused by specific groups or pathogens were compared with several references. In the first analysis, average temperature and humidity values for the seven days preceding collection of blood cultures were compared with an overall “seven-days moving average” for the study period. The second analysis included only patients with bloodstream infections. Several logistic regression models were used to compare different pathogens and groups with respect to the immediate weather parameters, adjusting for demographics, time, and unit of admission.RESULTS Higher temperatures and humidity were related to the recovery of bacteria as a whole (versus fungi) and of gram-negative bacilli. In the multivariable models, temperature was positively associated with the recovery of gram-negative bacilli (OR = 1.14; 95%CI 1.10;1.19) or Acinetobacter baumannii (OR = 1.26; 95%CI 1.16;1.37), even after adjustment for demographic and admission data. An inverse association was identified for humidity.CONCLUSIONS The study documented the impact of temperature and humidity on the incidence and etiology of bloodstream infections. The results correspond with those from ecological studies, indicating a higher incidence of gram-negative bacilli during warm seasons. These findings should guide policies directed at preventing and controlling healthcare-associated infections.

Virulence parameters in the characterization of strains of Entamoeba histolytica

Differences in virulence of strains of Entamoeba histolytica have long been detected by various experimental assays, both in vivo and in vitro. Discrepancies in the strains characterization have been arisen when different biological assays are compared. In order to evaluate different parameters of virulence in the strains characterization, five strains of E. histolytica, kept under axenic culture, were characterized in respect to their, capability to induce hamster liver abscess, erythrophagocytosis rate and cytopathic effect upon VERO cells. It was found significant correlation between in vitro biological assays, but not between in vivo and in vitro assays. Good correlation was found between cytopathic effect and the mean number of uptaken erythrocytes, but not with percentage of phagocytic amoebae, showing that great variability can be observed in the same assay, according to the variable chosen. It was not possible to correlate isoenzyme and restriction fragment pattern with virulence indexes since all studied strains presented pathogenic patterns. The discordant results observed in different virulence assays suggests that virulence itself may not the directly assessed. What is in fact assessed are different biological characteristics or functions of the parasite more than virulence itself. These characteristics or functions may be related or not with pathogenic mechanisms occurring in the development of invasive amoebic disease