988 resultados para Statistical correlation


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

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A estimativa de pessoas vivendo com HIV-1 no Brasil, até junho de 2008, é de 432.890 casos, sendo que 3% destes residem na região Norte. O presente trabalho teve como objetivo descrever o perfil nutricional de portadores do HIV-1 no Estado do Pará e sua correlação com fatores da dieta usual, aspectos demográficos, sociais e laboratoriais que possam estar influenciando a sua qualidade de vida. O grupo populacional constou de 58 indivíduos, atendidos na Unidade de Referência Especializada em Doenças Infecciosas e Parasitárias Especiais (URE-DIPE) e avaliados longitudinalmente (19 meses). Houve predominância do sexo masculino, na faixa etária entre 20 e 50 anos e com escolaridade menor que 8 anos. O perfil antropométrico da maioria, com relação ao peso corporal (% peso atual, % peso usual e IMC) mostrou eutrofia, porém quando avaliadas as reservas de gordura (prega cutânea triciptal, PCT) e proteínas (circunferência braquial, CB e circunferência muscular braquial, CMB), a maioria mostrou desnutrição. A contagem de linfócitos T CD4+ foi maior do que 350 células/mm³ e a carga viral, menor do que 10.000 cópias/mL. Níveis de colesterol total, LDL-colesterol, triglicerídeos, glicemia, ferro sérico e hemograma encontravam-se dentro dos padrões de referência, mas não o de HDL-colesterol. A correlaçãodos resultados laboratoriais com o estado nutricional mostrou significância estatística em pelo menos uma variável antropométrica (CMB), a exceção da contagem de linfócitos T CD4+ e triglicerídeos. O uso da TARV foi observado em 83% do grupo, no entanto, não houve correlação com o perfil nutricional. A dieta usual mostrou equilíbrio qualitativo (normoproteica, normoglicídica e normolipídica), porém insuficiente quantitativamente (hipocalórica). A correlação entre a alimentação utilizada e o perfil nutricional mostrou diferença estatística apenas quando associada ao consumo de proteínas e carboidratos.

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Nos últimos dez anos foram realizadas na parte leste da Ilha de Marajó (região dos campos naturais) pelo IDESP e NCGG, mais de 800 SEVs para fins hidrogeológicos. Na época, grande parte dessas SEVs não foram totalmente interpretadas em forma quantitativa, devido à falta de recursos técnicos para fazê-lo de forma eficiente. Agora, usando meios mais modernos para interpretação automática de SEVs, voltou-se a interpretá-las com a finalidade de apresentar uma visão regional dos principais aquíferos da área, agrupar as SEVs em famílias características, testar até que ponto essa interpretação é confiável e propor o modelamento bidimensional como técnica alternativa para interpretar as SEVs realizadas em certos locais da área em questão. Como resultado dessa interpretação, com base na teoria convencional dos meios estratificados, foram definidos três tipos de sistemas de aquíferos. 1. O primeiro, denominado de aquífero profundo, situado a profundidades maiores que 50m, estende-se por toda a região prospectada, estando provavelmente associada às camadas superiores da Formação Marajó ou às litologias altamente resistivas das camadas mais profundas do Grupo Pará. 2. O segundo, denominado de aquífero raso e de média profundidade, localiza-se na parte sul e sudeste da região a profundidades compreendidas entre 10 a 50m, e está associado às lentes arenosas do Grupo Pará. 3. O terceiro, é constituído pelos paleocanais e estruturas similares, distribuídos aleatoriamente na região a pouca profundidade. A partir do estudo detalhado das SEVs, decidiu-se classificá-las em 3 famílias características com seus respectivos tipos e apresentar mapas de localização e da espessura dos aquíferos, bem como mapas de condutância longitudinal total e resistividade média da área. Estes últimos, permitem que se divida a região dos campos da Ilha de Marajó em três zonas principais: 1. Uma, altamente resistiva, situada ao sul e sudeste, a qual coincide com os terrenos aflorantes do Grupo Pará. 2. Outra, altamente condutiva, está localizada no centro e norte, onde se encontram aleatoriamente distribuídos os paleocanais e coincide com os terrenos topograficamente mais baixos, geralmente argilosos e embebidos de água salgada, que são procedentes da erosão dos terrenos circundantes topograficamente mais altos. 3. A última é medianamente resistiva e está relacionada com os terrenos vizinhos à cidade de Chaves (noroeste da região dos campos), os quais apresentam semelhanças com os do sul e sudeste da área. Usando-se a técnica de inversão na interpretação de uma SEV característica de cada família, testou-se, através do seu tratamento estatístico, até que ponto os modelos usados na interpretação dessas SEVs (teoria convencional dos meios estratificados) seriam confiáveis. Conclui-se, então, que a alta correlação existente entre os parâmetros dos modelos assumidos (camadas horizontais, isotrópicas e homogêneas) pode-se dever à utilização de modelos geofísicos muito simples para interpretar a complexa geologia de Marajó. Tendo-se verificado que nem sempre é possível aplicar a teoria das SEVs em meios horizontalmente estratificados para interpretar SEVs obtidas em certos locais de Marajó, os quais muitas vezes apresentam bruscas variações laterais de resistividade, passou-se a demonstrar que estas variações laterais afetam profundamente os dados das SEVs, utilizando-se para isto a técnica dos elementos finitos, a qual leva em conta essa variação bidimensional das propriedades físicas do meio. Foi também possível com esta técnica, modelar uma estrutura rasa, semelhante a um paleocanal, concluindo-se que estes resultados sugerem o emprego, duma forma mais profunda, deste tipo de tratamento para os dados obtidos na região dos campos da Ilha de Marajó.

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This study aimed to investigate the potential use of magnetic susceptibility (MS) as pedotransfer function to predict soil attributes under two sugarcane harvesting management systems. For each area of 1 ha (one with green sugarcane mechanized harvesting and other one with burnt sugarcane manual harvesting), 126 soil samples were collected and subjected to laboratory analysis to determine soil physical, chemical and mineralogical attributes and for measuring of MS. Data were submitted to descriptive statistics by calculating the mean and coefficient of variation. In order to compare the means in the different harvesting management systems it was carried out the Tukey test at a significance level of 5%. In order to investigate the correlation of the MS with other soil properties it was made the correlation test and aiming to assess how the MS contributes to the prediction of soil complex attributes it was made the multiple linear regressions. The results demonstrate that MS showed, in both sugarcane harvesting management systems, statistical correlation with chemical, physical and mineralogical soil attributes and it also showed potential to be used as pedotransfer function to predict attributes of the studied oxisol.

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This work aims to analyze data from a Natural Electric Potential landfill type ditch located in Cordeirópolis (SP). The procedure measures initially involved the assembly and installation of an apparatus cables, sensors and drain geophysical measurements and flow rate of biogas in a ditch later filled by solid waste. Biogas is a product of degradation of organic matter in waste by the action of microorganisms in an anaerobic environment. Its features high methane content in the gas potentially usable as fuel in energy generation systems or steam. The study area is characterized by clayey soil composition change from the diabase sill correlated to the event Serra Geral Formation siltstones overlapping Tatuí with groundwater level site around 50m. The cables were installed vertically in parallel with drain gas manifold, which allowed the collection of data by the technique geophysical logging every 15 days over a period of eight months. For data analysis we used four parameters in the study, the closing time of the ditch, natural electric potential, the flow velocity of biogas and rain. With the tabulated data plots were constructed for each collection day showing values in the range of the cable is in contact with waste (200 cm - 400 cm) and range of the cable in contact with the soil (600 cm - 800 cm). Subsequently graphs were generated with the period of eight months to analyze the data tabulated. A statistical correlation data, which show the influence of rainfall on the production of biogas. The results were satisfactory and demonstrated the feasibility of the research method in studies for the feasibility analysis for the capture of biogas energy

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Pós-graduação em Bases Gerais da Cirurgia - FMB

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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

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Pós-graduação em Pesquisa e Desenvolvimento (Biotecnologia Médica) - FMB

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Background The application and better understanding of traditional and new breast tumor biomarkers and prognostic factors are increasing due to the fact that they are able to identify individuals at high risk of breast cancer, who may benefit from preventive interventions. Also, biomarkers can make possible for physicians to design an individualized treatment for each patient. Previous studies showed that trace elements (TEs) determined by X-Ray Fluorescence (XRF) techniques are found in significantly higher concentrations in neoplastic breast tissues (malignant and benign) when compared with normal tissues. The aim of this work was to evaluate the potential of TEs, determined by the use of the Energy Dispersive X-Ray Fluorescence (EDXRF) technique, as biomarkers and prognostic factors in breast cancer. Methods By using EDXRF, we determined Ca, Fe, Cu, and Zn trace elements concentrations in 106 samples of normal and breast cancer tissues. Cut-off values for each TE were determined through Receiver Operating Characteristic (ROC) analysis from the TEs distributions. These values were used to set the positive or negative expression. This expression was subsequently correlated with clinical prognostic factors through Fisher’s exact test and chi-square test. Kaplan Meier survival curves were also evaluated to assess the effect of the expression of TEs in the overall patient survival. Results Concentrations of TEs are higher in neoplastic tissues (malignant and benign) when compared with normal tissues. Results from ROC analysis showed that TEs can be considered a tumor biomarker because, after establishing a cut-off value, it was possible to classify different tissues as normal or neoplastic, as well as different types of cancer. The expression of TEs was found statistically correlated with age and menstrual status. The survival curves estimated by the Kaplan-Meier method showed that patients with positive expression for Cu presented a poor overall survival (p < 0.001). Conclusions This study suggests that TEs expression has a great potential of application as a tumor biomarker, once it was revealed to be an effective tool to distinguish different types of breast tissues and to identify the difference between malignant and benign tumors. The expressions of all TEs were found statistically correlated with well-known prognostic factors for breast cancer. The element copper also showed statistical correlation with overall survival.

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The present study sought to assess nasal respiratory function in adult patients with maxillary constriction who underwent surgically assisted rapid maxillary expansion (SARME) and to determine correlations between orthodontic measurements and changes in nasal area, volume, resistance, and airflow. Twenty-seven patients were assessed by acoustic rhinometry, rhinomanometry, orthodontic measurements, and use of a visual analogue scale at three time points: before surgery; after activation of a preoperatively applied palatal expander; and 4 months post-SARME. Results showed a statistically significant increase (p < 0.001) in all orthodontic measurements. The overall area of the nasal cavity increased after surgery (p < 0.036). The mean volume increased between assessments, but not significantly. Expiratory and inspiratory flow increased over time (p < 0.001). Airway resistance decreased between assessments (p < 0.004). Subjective analysis of the feeling of breathing exclusively through the nose increased significantly from one point in time to the next (p < 0.05). There was a statistical correlation between increased arch perimeter and decreased airway resistance. Respiratory flow was the only variable to behave differently between sides. The authors conclude that the SARME procedure produces major changes in the oral and nasal cavity; when combined, these changes improve patients' quality of breathing.

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Abstract Background Mature carotid plaques are complex structures, and their histological classification is challenging. The carotid plaques of asymptomatic and symptomatic patients could exhibit identical histological components. Objectives To investigate whether matrix metalloproteinase 9 (MMP-9), tissue inhibitor of MMP (TIMP), and cyclooxygenase-2 (COX-2) have different expression levels in advanced symptomatic carotid plaques, asymptomatic carotid plaques, and normal tissue. Methods Thirty patients admitted for carotid endarterectomy were selected. Each patient was assigned preoperatively to one of two groups: group I consisted of symptomatic patients (n = 16, 12 males, mean age 66.7 ± 6.8 years), and group II consisted of asymptomatic patients (n = 14, 8 males, mean age 67.6 ± 6.81 years). Nine normal carotid arteries were used as control. Tissue specimens were analyzed for fibromuscular, lipid and calcium contents. The expressions of MMP-9, TIMP-1 and COX-2 in each plaque were quantified. Results Fifty-eight percent of all carotid plaques were classified as Type VI according to the American Heart Association Committee on Vascular Lesions. The control carotid arteries all were classified as Type III. The median percentage of fibromuscular tissue was significantly greater in group II compared to group I (p < 0.05). The median percentage of lipid tissue had a tendency to be greater in group I than in group II (p = 0.057). The percentages of calcification were similar among the two groups. MMP-9 protein expression levels were significantly higher in group II and in the control group when compared with group I (p < 0.001). TIMP-1 expression levels were significantly higher in the control group and in group II when compared to group I, with statistical difference between control group and group I (p = 0.010). COX-2 expression levels did not differ among groups. There was no statistical correlation between MMP-9, COX-2, and TIMP-1 levels and fibrous tissue. Conclusions MMP-9 and TIMP-1 are present in all stages of atherosclerotic plaque progression, from normal tissue to advanced lesions. When sections of a plaque are analyzed without preselection, MMP-9 concentration is higher in normal tissues and asymptomatic surgical specimens than in symptomatic specimens, and TIMP-1 concentration is higher in normal tissue than in symptomatic specimens.

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Abstract Background The application and better understanding of traditional and new breast tumor biomarkers and prognostic factors are increasing due to the fact that they are able to identify individuals at high risk of breast cancer, who may benefit from preventive interventions. Also, biomarkers can make possible for physicians to design an individualized treatment for each patient. Previous studies showed that trace elements (TEs) determined by X-Ray Fluorescence (XRF) techniques are found in significantly higher concentrations in neoplastic breast tissues (malignant and benign) when compared with normal tissues. The aim of this work was to evaluate the potential of TEs, determined by the use of the Energy Dispersive X-Ray Fluorescence (EDXRF) technique, as biomarkers and prognostic factors in breast cancer. Methods By using EDXRF, we determined Ca, Fe, Cu, and Zn trace elements concentrations in 106 samples of normal and breast cancer tissues. Cut-off values for each TE were determined through Receiver Operating Characteristic (ROC) analysis from the TEs distributions. These values were used to set the positive or negative expression. This expression was subsequently correlated with clinical prognostic factors through Fisher’s exact test and chi-square test. Kaplan Meier survival curves were also evaluated to assess the effect of the expression of TEs in the overall patient survival. Results Concentrations of TEs are higher in neoplastic tissues (malignant and benign) when compared with normal tissues. Results from ROC analysis showed that TEs can be considered a tumor biomarker because, after establishing a cut-off value, it was possible to classify different tissues as normal or neoplastic, as well as different types of cancer. The expression of TEs was found statistically correlated with age and menstrual status. The survival curves estimated by the Kaplan-Meier method showed that patients with positive expression for Cu presented a poor overall survival (p < 0.001). Conclusions This study suggests that TEs expression has a great potential of application as a tumor biomarker, once it was revealed to be an effective tool to distinguish different types of breast tissues and to identify the difference between malignant and benign tumors. The expressions of all TEs were found statistically correlated with well-known prognostic factors for breast cancer. The element copper also showed statistical correlation with overall survival.

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The characteristics of the power-line communication (PLC) channel are difficult to model due to the heterogeneity of the networks and the lack of common wiring practices. To obtain the full variability of the PLC channel, random channel generators are of great importance for the design and testing of communication algorithms. In this respect, we propose a random channel generator that is based on the top-down approach. Basically, we describe the multipath propagation and the coupling effects with an analytical model. We introduce the variability into a restricted set of parameters and, finally, we fit the model to a set of measured channels. The proposed model enables a closed-form description of both the mean path-loss profile and the statistical correlation function of the channel frequency response. As an example of application, we apply the procedure to a set of in-home measured channels in the band 2-100 MHz whose statistics are available in the literature. The measured channels are divided into nine classes according to their channel capacity. We provide the parameters for the random generation of channels for all nine classes, and we show that the results are consistent with the experimental ones. Finally, we merge the classes to capture the entire heterogeneity of in-home PLC channels. In detail, we introduce the class occurrence probability, and we present a random channel generator that targets the ensemble of all nine classes. The statistics of the composite set of channels are also studied, and they are compared to the results of experimental measurement campaigns in the literature.