819 resultados para Inimizes the chi-square
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In this paper we deal with robust inference in heteroscedastic measurement error models Rather than the normal distribution we postulate a Student t distribution for the observed variables Maximum likelihood estimates are computed numerically Consistent estimation of the asymptotic covariance matrices of the maximum likelihood and generalized least squares estimators is also discussed Three test statistics are proposed for testing hypotheses of interest with the asymptotic chi-square distribution which guarantees correct asymptotic significance levels Results of simulations and an application to a real data set are also reported (C) 2009 The Korean Statistical Society Published by Elsevier B V All rights reserved
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In this article, we deal with the issue of performing accurate small-sample inference in the Birnbaum-Saunders regression model, which can be useful for modeling lifetime or reliability data. We derive a Bartlett-type correction for the score test and numerically compare the corrected test with the usual score test and some other competitors.
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This study aims to investigate the important indicators that contribute to happiness among Beijing residence. The residents of Beijing were taken as the target population for the survey. A questionnaire was used as the main statistical instrument to collect the data from the residents in Beijing. In so doing the investigation employs Factor analyses and chi-square analyses as the main statistical tools used for the analyses in this research. The study found that Beijing residents gained greater happiness in the family, interpersonal relationships, and health status. The analysis also shows that generally, the residence of Beijing feels happier and also in terms of gender basis, females in Beijing feel happier as compare to their male counterpart. It will find that gender, age and education are statistically significant when dealing with happiness.
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Aim: The overall aim of this thesis was to gain a deeper understanding of older people's view of health and care while dependent on community care. Furthermore to describe and compare formal caregivers' perceptions of quality of care, working conditions, competence, general health, and factors associated with quality of care from the caregivers' perspective. Method: Qualitative interviews were conducted with 19 older people in community care who were asked to describe what health and ill health((I), good and bad care meant for them (II). Data were analyzed using content analysis (I) and a phenomenological analysis (II). The formal caregivers; 70 nursing assistants (NAs) 163 enrolled nurses (ENs) and 198 registered nurses (RNs), answered a questionnaire consisting of five instruments: quality of care from the patient's perspective modified to formal caregivers, creative climate questionnaire, stress of conscience, health index, sense of coherence and items on education and competence (III). Statistical analyses were performed containing descriptive statistics, and comparisons between the occupational groups were made using Kruskal-Wallis ANOVA, Mann-Whitney U-test and Pearson's Chi-square test (III). Pearson's product moment correlation analysis and multiple regression analysis were performed studying the associations between organizational climate, stress of conscience, competence, general health and sense of coherence with quality of care (IV). Results: The older people's health and well-being were related to their own ability to adapt to and compensate for their disabilities and was described as negative and positive poles of autonomy vs. dependence, togetherness vs. being an onlooker, security vs. insecurity and tranquility vs. disturbance (I). The meaning of good care (II) was that the formal caregivers respected the older people as unique individuals, having the opportunity to live their lives as usual and receiving a safe and secure care. Good care could be experienced when the formal caregivers had adequate knowledge and competence in caring for older people, adequate time and continuity in the care organization (II). Formal caregivers reported higher perceived quality of care in the dimensions medical-technical competence and physical-technical conditions than in identity-oriented approach and socio-cultural atmosphere (III). In the organizational climate three of the dimensions were close to the value of a creative climate and in seven near a stagnant climate. The formal caregivers reported low rate of stress of conscience. The RNs reported to a higher degree than the NAs/ENs a need to gain more knowledge, but the NAs and the ENs more often received training during working hours. The RNs reported lower emotional well-being than the NAs/ENs (III). The formal caregivers' occupation, organizational climate and stress of conscience were associated with perceived quality of care (IV). Implications: The formal caregivers should have an awareness of the importance of kindness and respect, supporting the older people to retain control over their lives. The nursing managers should employ highly competent and adequate numbers of skilled formal caregivers, organize formal caregivers having round the clock continuity. Improvements of organizational climate and stress of conscience are of importance for good quality of care.
Predictive models for chronic renal disease using decision trees, naïve bayes and case-based methods
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Data mining can be used in healthcare industry to “mine” clinical data to discover hidden information for intelligent and affective decision making. Discovery of hidden patterns and relationships often goes intact, yet advanced data mining techniques can be helpful as remedy to this scenario. This thesis mainly deals with Intelligent Prediction of Chronic Renal Disease (IPCRD). Data covers blood, urine test, and external symptoms applied to predict chronic renal disease. Data from the database is initially transformed to Weka (3.6) and Chi-Square method is used for features section. After normalizing data, three classifiers were applied and efficiency of output is evaluated. Mainly, three classifiers are analyzed: Decision Tree, Naïve Bayes, K-Nearest Neighbour algorithm. Results show that each technique has its unique strength in realizing the objectives of the defined mining goals. Efficiency of Decision Tree and KNN was almost same but Naïve Bayes proved a comparative edge over others. Further sensitivity and specificity tests are used as statistical measures to examine the performance of a binary classification. Sensitivity (also called recall rate in some fields) measures the proportion of actual positives which are correctly identified while Specificity measures the proportion of negatives which are correctly identified. CRISP-DM methodology is applied to build the mining models. It consists of six major phases: business understanding, data understanding, data preparation, modeling, evaluation, and deployment.
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Background: Although associated adverse pregnancy outcomes, no international or Swedish consensus exists that identifies a cut-off value or what screening method to use for definition of gestational diabetes mellitus. This study investigates the following: i) guidelines for screening of GDM; ii) background and risk factors for GDM and selection to OGTT; and iii) pregnancy outcomes in relation to GDM, screening regimes and levels of OGTT 2 hour glucose values. Methods: This cross-sectional and population-based study uses data from the Swedish Maternal Health Care Register (MHCR) (2011 and 2012) combined with guidelines for GDM screening (2011-2012) from each Maternal Health Care Area (MHCA) in Sweden. The sample consisted of 184, 183 women: 88, 140 in 2011 and 96,043 in 2012. Chi-square and two independent samples t-tests were used. Univariate and multivariate logistic regression analyses were performed. Results: Four screening regimes of oral glucose tolerance test (OGTT) (75 g of glucose) were used: A) universal screening with a 2-hour cut-off value of 10.0 mmol/L; B) selective screening with a 2-hour cut-off value of 8.9 mmol/L; C) selective screening with a 2-hour cut-off value of 10.0 mmol/L; and D) selective screening with a 2-hour cut-off value of 12.2 mmol/L. The highest prevalence of GDM (2.9%) was found with a 2-hour cut-off value of 8.9 mmol/L when selective screening was applied. Unemployment and low educational level were associated with an increased risk of GDM. The OR was 4.14 (CI 95%: 3.81-4.50) for GDM in obese women compared to women with BMI <30 kg/m(2). Women with non-Nordic origin presented a more than doubled risk for GDM compared to women with Nordic origin (OR = 2.24; CI 95%: 2.06-2.43). Increasing OGTT values were associated with increasing risks of adverse pregnancy outcomes. Conclusions: There was no consensus regarding screening regimes for GDM from 2011 through 2012 when four different regimes were applied in Sweden. Increasing levels of OGTT 2-hour glucose values were strongly associated with adverse pregnancy outcomes. Based on these findings, we suggest that Sweden adopts the recent recommendations of the International Association of Diabetes and Pregnancy Study Group (IADPSG) concerning the performance of OGTT and the diagnostic criteria for GDM.
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A reabilitação pulmonar interdisciplinar, tem sido a melhor alternativa de tratamento para os pacientes com Doença Pulmonar Obstrutiva Crônica, DPOC. Este ensaio clínico estudou o efeito do exercício sobre os níveis de ansiedade, depressão e autoconceito de 30 pacientes com DPOC ( média de idade 63,66+11,62 ; 80% sexo masculino) Os pacientes participaram do estudo por 12 semanas e foram divididos aleatoriamente em dois grupos: o grupo experimental (G1) e o grupo controle (G2). Os pacientes de G1 (n=14) tiveram: 24 sessões de fisioterapia respiratória; 12 sessões de acompanhamento psicológico; 3 sessões de educação e 24 sessões de exercício. Os pacientes de G2 (n=16) tiveram: 24 sessões de fisioterapia respiratória; 12 sessões de acompanhamento psicológico e 3 sessões de educação. Este grupo não realizou as sessões de exercício. Antes e após a intervenção, os pacientes passaram por uma avaliação que incluía os seguintes instrumentos: BAI (Inventário de Beck de ansiedade); BDI (Inventário de Beck de depressão), ERA (Escala Reduzida de Autoconceito); Teste de 6 minutos de caminhada e '’The St. George’s Respiratory Questionnaire”. Ambos os grupos demonstraram diferença estatisticamente significante (p<0,05), incluindo diminuição da ansiedade e depressão, aumento do autoconceito, melhora no desempenho do teste de 6 minutos de caminhada e melhora na qualidade de vida. A análise estatística foi realizada através do teste t de student e do teste do Qui-quadrado. Não foram observadas diferenças significativas no tratamento entre os grupos.
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A ultra-sonografia obstétrica é um método diagnóstico tradicionalmente utilizado na rotina do atendimento pré-natal, tendo sido estudados de forma ampla suas vantagens e limitações. O advento do diagnóstico intra-uterino de cardiopatias congênitas e de arritmias através da ecocardiografia fetal modificou completamente o prognóstico perinatal dessas afecções, por permitir planejar o adequado manejo cardiológico no período neonatal imediato e, em algumas situações, o tratamento e sua resolução in utero. Sendo muito elevada a prevalência de cardiopatias congênitas durante a vida fetal, sua detecção torna-se fundamental. Considerando a inviabilidade operacional de realizar rotineiramente ecocardiografia fetal em todas as gestações, levando-se em conta as condições locais do sistema de saúde, o encaminhamento para exame por especialista passa a ser otimizado com a possibilidade da suspeita de alterações estruturais ou funcionais do coração e do sistema circulatório durante o exame ultra-sonográfico obstétrico de rotina. Não são conhecidos, em nosso meio, dados que avaliem de forma sistemática a acurácia da ultra-sonografia obstétrica no que se refere à suspeita pré-natal de cardiopatias. A partir deste questionamento, este trabalho foi delineado com o objetivo de avaliar o papel da ultra-sonografia obstétrica de rotina na suspeita pré-natal de cardiopatias congênitas ou arritmias graves e os fatores envolvidos na sua efetividade. A amostra foi constituída de 77 neonatos ou lactentes internados no Instituto de Cardiologia do Rio Grande do Sul / Fundação Universitária de Cardiologia (IC/FUC) no período de maio a outubro de 2000, com diagnóstico pós-natal confirmado de cardiopatia estrutural ou arritmia grave, que tenham sido submetidos, durante a vida fetal, a pelo menos uma ultra-sonografia obstétrica após a 18a semana de gestação. Para a coleta de dados, foi utilizado um questionário padronizado, respondido pelos pais ou responsáveis, após consentimento informado. As variáveis categóricas foram comparadas pelo teste do qui-quadrado ou pelo teste de Fisher, com um alfa crítico de 0,05. Um modelo de regressão logística foi utilizado para determinar variáveis independentes eventualmente envolvidas na suspeita pré-natal de cardiopatia. Em 19 pacientes (24,7%), a ultra-sonografia obstétrica foi capaz de levantar suspeita de anormalidades estruturais ou de arritmias. Ao serem consideradas apenas as cardiopatias congênitas, esta prevalência foi de 19,2% (14/73). Em 73,7% destes, as cardiopatias suspeitadas eram acessíveis ao corte de 4-câmaras isolado. Observou-se que 26,3% das crianças com suspeita pré-natal de cardiopatia apresentaram arritmias durante o estudo ecográfico, enquanto apenas 3,4% dos pacientes sem suspeita pré-natal apresentaram alterações do ritmo (P=0,009). Constituiram-se em fatores comparativos significantes entre o grupo com suspeita pré-natal e o sem suspeita a paridade (P=0,029), o parto cesáreo (P=0,006), a internação em unidade de tratamento intensivo (P=0,046) e a escolaridade paterna (P=0,014). Não se mostraram significativos o número de gestações, a história de abortos prévios, o estado civil, o sexo dos pacientes, o tipo de serviço e a localidade em que foram realizados o pré-natal e a ultra-sonografia obstétrica, a indicação da ecografia, o número de ultra-sonografias realizadas, a renda familiar e a escolaridade materna. À análise multivariada, apenas a presença de alteração do ritmo cardíaco durante a ultra-sonografia obstétrica mostrou-se como variável independente associada à suspeita pré-natal de anormalidade cardíaca. Este trabalho demonstra que a ultra-sonografia obstétrica de rotina ainda tem sido subutilizada no rastreamento pré-natal de cardiopatias congênitas, levantando a suspeita de anormalidades estruturais em apenas um quinto dos casos. Considerando a importância prognóstica do diagnóstico intra-uterino de cardiopatias congênitas e arritmias graves, todos os esforços devem ser mobilizados no sentido de aumentar a eficácia da ecografia obstétrica de rotina para a suspeita de anormalidades cardíacas fetais. O treinamento dirigido dos ultra-sonografistas e a conscientização do meio obstétrico e da própria população são instrumentos para esta ação.
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Este trabalho tem como objetivo principal a avaliação da percepção dos profissionais de tecnologia de informação quanto aos benefícios atribuídos a arquitetura orientada a serviço (SOA). Em busca deste objetivo, e visando uma melhor compreensão do tema, estudos teóricos foram desenvolvidos abordando os seguintes assuntos: Arquitetura de Software, Gerenciamento de Processos de Negócio (BPM) e Arquiteturas Orientadas a Serviços (SOA). A partir do referencial teórico e de um grupo de foco – composto por seis profissionais experientes em SOA – oito hipóteses foram levantadas, representando os principais benefícios atribuídos a estas arquiteturas. Um questionário foi então preparado e, a partir dele, 66 respostas válidas foram obtidas. Os resultados foram analisados utilizando-se de estatísticas descritivas e dos testes estatísticos não-paramétricos de Wilcoxon e qui-quadrado, buscando a validação, ou rejeição, das hipóteses apresentadas. Como resultado, em suma, percebe-se que, apesar da recente adoção das SOAs pelas empresas brasileiras, parece haver uma consonância entre seus profissionais de TI quanto aos benefícios desta nova abordagem para projetos de tecnologia da informação. Evidencia-se também a grande importância de disciplinas como governança e planejamento para a garantia do sucesso na implantação de projetos baseados nestas arquiteturas.
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Introdução: Os colesteatomas podem ocorrer tanto em crianças como em adultos, porém nas crianças pareceriam ter um crescimento mais agressivo e extenso. A atividade das colagenases poderia explicar este perfil. Objetivo: Comparar, histologicamente, a perimatriz de colesteatomas adquiridos de crianças com os de adultos. Métodos: Foram estudados 74 colesteatomas, 35 pediátricos, coletados em cirurgias otológicas, fixados em formol 10% e processados pelas técnicas histológicas habituais. Foram preparadas uma lâmina em Hematoxilina-Eosina (HE) e outra em Picrossírios, de cada amostra, e analisadas ao microscópio óptico. A leitura foi “cega”, efetuada por meio de imagens digitais, no software ImagePro Plus. A análise estatística foi realizada através dos coeficientes de correlação de Pearson e Spearman e dos testes t e χ2, sendo considerados como estatisticamente significativos os valores de P<0,05. Resultados: Dos 74 colesteatomas coletados, 17 - sete do grupo pediátrico e dez do adulto - foram excluídos por não terem presença de matriz e perimatriz nas lâminas processadas. A média±dp da idade, no grupo pediátrico, foi de 12,85±3,63; e no adulto, 33,69±13,10. Na análise histológica, o número médio de camadas de células epiteliais da matriz foi igual a oito, nos dois grupos, 60% das amostras apresentavam inflamação, de moderada a acentuada; quanto à fibrose, nas crianças, 71,4% e nos adultos, 62,1%; o granuloma apareceu em 10,7% e 13,8%, respectivamente; a presença de epitélio cubóide simples delimitando a perimatriz foi encontrada em 29% dos infantis e 14% dos adultos, entretanto, nenhuma dessas variáveis apresentou diferença estatisticamente significativas quando comparadas por faixa etária (P>0,05). Quanto à espessura da perimatriz, no grupo pediátrico, as medianas (intervalo interquartil) dos parâmetros foram: média=79 (41 a 259); mediana=77 (40 a 265); soma=1.588 (831 a 5.185); delta=82 (44 a 248); mínimo=53 (16 a 165) e máximo=127 (64 a 398); já no grupo de adultos foram: média=83 (26 a 174); mediana=68 (30 a 181); soma=1.801 (558 a 3.867); delta=92 (45 a 190); mínimo=27 (12 a 100) e máximo=136 (53 a 280). O coeficiente de Spearman mostrou correlação inversa, moderada, entre a espessura da perimatriz e a idade; também houve correlação, forte, entre a espessura da perimatriz e o número de camadas da matriz, porém não houve correlação entre essa com a idade. Conclusão: Histologicamente, a perimatriz de colesteatomas adquiridos, de crianças e adultos, vista à microscopia óptica, apresenta-se como um tecido conjuntivo denso de espessura variável (intra e interpacientes), que, por vezes, exibe infiltrado inflamatório linfoplasmocitário e/ou tecido de granulação e reação de corpo estranho; em alguns casos é delimitada em plano profundo por epitélio cubóide simples. Há correlação inversa, de fraca a moderada, entre o tamanho da perimatriz, medida em micrômetros e a idade do paciente na data da cirurgia. O grau de inflamação da perimatriz apresenta correlação, de moderada a forte, com a espessura da perimatriz. As espessuras da matriz e da perimatriz estão fortemente correlacionadas.
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There is substantial evidence that infection with Helicobacter pylori plays a role in the development of gastric cancer and that it is rarely found in gastric biopsy of atrophic gastritis and gastric cancer. On advanced gastric tumors, the bacteria can be lost from the stomach. Aims - To analyze the hypothesis that the prevalence of H.pylori in operated advanced gastric carcinomas and adjacent non-tumor tissues is high, comparing intestinal and diffuse tumors according to Lauren’s classifi cation. Methods - A prospective controlled study enrolled 56 patients from “Hospital Universitário”, Federal University of Rio Grande do Norte, Natal, RN, Brazil, with advanced gastric cancer, treated from February 2000 to March 2003. Immediately after partial gastrectomy, the resected stomach was opened and several mucosal biopsy samples were taken from the gastric tumor and from the adjacent mucosa within 4 cm distance from the tumor margin. Tissue sections were stained with hematoxylin and eosin. Lauren‘s classifi cation for gastric cancer was used, to analyse the prevalence of H. pylori in intestinal or diffuse carcinomas assessed by the urease rapid test, IgG by ELISA and Giemsa staining. H. pylori infected patients were treated with omeprazole, clarithromycin and amoxicillin for 7 days. Follow-up endoscopy and serology were performed 6 months after treatment to determine successful eradication of H. pylori in non-tumor tissue. Thereafter, follow-up endoscopies were scheduled annually. Chi-square and MacNemar tests with 0.05 signifi cance were used. Results - Thirty-four tumors (60.7%) were intestinal-type and 22 (39.3%) diffuse type carcinomas. In adjacent non-tumor gastric mucosa, chronic gastritis were found in 53 cases (94.6%) and atrophic mucosa in 36 patients (64.3%). All the patients with atrophic mucosa were H. pylori positive. When examined by Giemsa and urease test, H. pylori positive rate in tumor tissue of intestinal type carcinomas was higher than that in diffuse carcinomas. In tumor tissues, 34 (60.7%) H. pylori-positive in gastric carcinomas were detected by Giemsa method. H. pylori was observed in 30 of 56 cases (53.5%) in tissues 4 cm adjacent to tumors. This difference was not signifi cant. Eradication of H. pylori in non-tumor tissue of gastric remnant led to a complete negativity on the 12th postoperative month. Conclusions - The data confi rmed the hypothesis of a high prevalence of H. pylori in tumor tissue of gastric advanced carcinomas and in adjacent non-tumor mucosa of operated stomachs. The presence of H. pylori was predominant in the intestinal-type carcinoma
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O risco de quedas pode ser reconhecido como fenômeno ou diagnóstico de enfermagem. Pesquisas relacionam diretamente isquemias miocárdicas, como a angina instável e o risco de cair. Objetivou-se analisar o diagnóstico de enfermagem Risco de quedas na ocorrência de angina instável por um estudo transversal realizado em 57 indivíduos internados em um hospitalescola, mediante exame físico e formulário. Para o tratamento estatístico foram utilizados teste qui-quadrado, teste exato de Fisher, Mann-Whitney, teste-t e Coefi ciente Phi (p<0,05). O Risco de quedas foi o diagnóstico de enfermagem mais prevalente (87,71%), sobretudo em homens, mais velhos, com menos anos de estudo e renda inferior. Presença da angina instável, hipertensão arterial, medicação anti-hipertensiva, doença vascular, difi culdades visuais e insônia apresentaram associação com o diagnóstico de enfermagem Risco de quedas. Conclui-se que é imprescindível o desenvolvimento de parâmetros claros e objetivos à mensuração mais acurada do risco de quedas no âmbito hospitalar
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The Visceral Leishmaniose (LV) disease is endemic in some places in Brazil. It is caused by the protozoa Leishmania chagasi, being transmitted for vector, the phlebotomies, Lutzomyia longipalpis. In virtue of the expansion of the illness in Rio Grande do Norte, it is necessary to evaluate the determinative ambient factors in the proliferation of the vector for better control of the illness. The variable rainfall and the social variables had been analyzed using space regression with two models and the ambient variable of ZANE and the variables analyzed in 205 houses in the cities of Natal, Extremoz, Nísia Floresta, São Gonçalo do Amarante, São Jose do Mipibu, Parnamirim and Macaíba the Person and ML Chi-square were used . The analyses had shown that high rainfall, plain relief, the forest, the humid tropical climate the activities of production culture of sugar cane and fruit culture and the presence of bovines increase the risk of the LV. The work showed that it has space aggregation and that ambient factors influence in the LV in the State
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Background: Leprosy can cause severe disability and disfigurement and is still a major health in different parts of the world. Only a subset of those individuals exposed to the pathogen will go on to develop clinical disease and there is a broad clinical spectrum amongst leprosy patients. The outcome of infection is in part due to host genes that influence control of the initial infection and the host´s immune response to that infection. Aim: Evaluate if polymorphisms type SNP in the 17q118q21 chromosomic region contribute to development of leprosy in Rio Grande do Norte population. Material and methods: A sample composed of 215 leprosy patients and 229 controls drawn from the same population were genotyped by using a Snapshot assay for eight genes (NOS2A, CCL18, CRLF3, CCL23, TNFAIP1, STAT5B, CCR7 and CSF3) located in chromosomic region 17q118q21. The genotype and allele frequency were measured and statistical analysis was performed by chi-square in SPSS version 15 and graph prism pad version 4 software. Results: Ours results indicated that the markers NOS2A8277, NOS2A8rs16949, CCR78rs11574663 and CSF38rs2227322 presented strong association with leprosy and their risk genotype were GG, TT, AA and GG respectively. The risk genotypes for all markers associated to leprosy presented recessive inheritance standard. When we compared the interaction among the markers in different combination we find that the marker NOS2A8277 associated with CCR78rs11574663 presented highest risk probability to development of leprosy. When we evaluated the haplotype of the risk markers it was found a haplotype associated with increase of the protection (CSF38rs22273228CC, CCR78 rs115746638GA, NOS2A8rs169498CT and NOS2A82778GA). The association of the clinical forms paucibacilary and multibacilary with markers showed that to the markers NOS2A8 2778GG, CCR78rs115746638AA and CSF38rs22273228GG there were a strong influence to migration to multibacilary pole and to marker NOS2A8rs169498TT the high proportion was found to the paucibacilary form. Conclusions: Changes in the genes NOS2A, CCR7 and CSF3 can influence the immune response against Mycobacterium leprae. The combination among these polymorphisms alters the risk probability to develop leprosy. The markers type SNP associated to development of the leprosy also are linked to clinical forms and its severity being the polymorphism NOS2A8rs169498TT associated with paucibacilar form and the polymorphisms NOS2A82778GG, CCR78rs115746638AA and CSF38rs22273228GG associated to multibacilar form
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Toxoplasmosis, provoked by the intracellular parasite Toxoplasma gondii, is one of the most prevalent parasitoses in the world. In humans, transmission occurs by three evolutionary forms of the parasite: oocysts, tissue cysts and tachyzoites. Wild and domestic felines are definitive hosts. The ocular form of toxoplasmosis can be of congenital origin with early or late clinical manifestations, or acquired after birth. T. gondii is considered the main culprit for most cases of infectious uveitis. This study aimed at assessing ocular toxoplasmosis, relating it to factors associated to the patient s lifestyle and describing the epidemic-serological and clinical profile of affected individuals. A cross-sectional study was conducted with a population of 159 patients. Univariate analysis (odds ratio) was used to evaluate the data, with a confidence interval of 95% and p-value < 0.05. A prevalence of 4% of ocular toxoplasmosis was observed in the population of patients treated at an ophthalmological clinic. Of patients directly examined by immunoenzymatic assay (MEIA-AxSYM®- Microparticle Enzyme Immune Assay), considering only uveitis, a frequency of anti-T. gondii of 73%, most of whom exhibited titulation between 40-99 UI IgG/mL. With respect to location of ocular lesions, bilaterality was observed in 57% of patients assessed by the ophthalmoscopy technique. When compared with the results of an active search of medical records, a similarity in ocular toxoplasmosis (74%) and bilateral lesion location (55%) was observed. Type I lesion was the most frequent type observed, with intraocular disposition in the macula. An epidemiological survey revealed that direct contact with cats; consuming raw or poorly cooked meat and direct contact with the soil were significantly associated with greater likelihood of acquiring ocular toxoplasmosis. Sample characterization in relation to age range was significant for patients between 31 and 40 years [χ², chi-square test (p = 0.04)], but population traits such as schooling, sanitary district, and monthly income were not significant. Results confirm that ocular toxoplasmosis is widely distributed in the metropolitan area of Natal, Brazil, with significant prevalence of ocular lesions provoked by T.gondii. It is suggested that sanitary authorities exert greater control in order to minimize the risk of toxoplasmic infection, mainly in pregnant women.