Caracterização da aterosclerose sub-clínica e doença coronária em doentes com síndrome metabólica e diabetes mellitus

RESUMO- Introdução: A obesidade e a Síndrome Metabólica (SM) são atualmente um importante problema de saúde pública, com prevalências crescentes, que se acompanham também por aumento da prevalência de Diabetes Mellitus (DM).Estudos prévios demonstram associação destas entidades com o aumento de risco de eventos cardiovasculares, em particular a DM. A SM tem sido uma entidade muito debatida nos últimos anos, com aparecimento de diversas definições, contribuindo para resultados díspares no que diz respeito à influência da SM nas doenças cardiovasculares. Também têm sido descritas variações étnicas e regionais. Para além de alguns estudos epidemiológicos na população geral, a informação relativamente à sua influência na presença de doença cardiovascular é desconhecida em Portugal, em particular em populações com suspeita de doença coronária. Objetivos - Esclarecimento de questões relacionadas com a prevalência de SM e a sua influência na evolução de doença ateroclerótica arterial por avaliação de uma população com suspeita de doença coronária. População e Métodos - Estudo observacional, transversal, com inclusão prospetiva de indivíduos admitidos letivamente para realização de angiografia coronária por suspeita de doença coronária, tendo sido também efetuadas análises laboratoriais e ecografia carotidea para avaliação da espessura intima-média carotidea (EIMc) e da presença de placas carotídeas. Efetuou-se avaliação dos parâmetros demográficos, antropométricos, determinação do perfil lipídico, glicémia e insulinémia. Os exames angiográficos foram analisados por análise quantitativa semi-automática. Foram excluídos indivíduos com antecedentes conhecidos de doença cardíaca. Resultados - Incluíram-se 300 doentes, com idade média de 64 ± 9 anos, 59% do género masculino. A prevalência de SM de acordo com a definição da AHA/NHLBI foi 48,4% (ajustada para idade e género da população portuguesa) e a prevalência de DM foi 14,8% (ajustada). A concordância global das três definições mais recentes de SM foi de apenas 43%. A prevalência de SM aumenta com a idade e é também mais elevada no género feminino. O componente mais frequente foi a hipertensão arterial, seguido pela obesidade abdominal, a elevação da glicémia e por fim as alterações dos triglicéridos e do colesterol HDL. Por outro lado, a presença de doença coronária significativa (lesões ≥50%) ocorreu em apenas 51,3% dos doentes, sendo ainda mais baixa no género feminino. Demonstrou-se também uma baixa capacidade preditiva para doença coronária dos testes não invasivos clássicos, em particular no género feminino. A prevalência de doença coronária significativa foi idêntica nos indivíduos com SM comparativamente com indivíduos sem alterações metabólicas (46,3% vs. 48,2%, respectivamente), sendo mais elevado nos diabéticos (65,2%). Os fatores predizentes independentes de doença coronária significativa foram a idade, o género masculino, a elevação da glicémia e dos triglicéridos. Pelo contrário, o Índice de Massa Corporal (IMC) mostrou uma associação protetora relativamente à presença de doença coronária. A SM não é fator predizente de doença coronária. Relativamente às dimensões dos vasos coronários, o IMC correlaciona-se positivamente e a glicémia / DM correlacionam-se negativamente. A EIMc aumenta com o aumento da idade e no género masculino. A EIMc foi intermédia nos doentes com SM (0,88 ± 0,31 mm) comparativamente com os doentes diabéticos (0,97 ± 0,34 mm) e os indivíduos “Normais” (0,85 ± 0,34 mm). Os fatores predizentes independentes de EIMc foram a idade, o género masculino, o colesterol HDL e a insulinémia. A EIMc permite predizer com uma acuidade moderada a presença de doença coronária significativa (AUC 0,638), em particular no género feminino, sendo um fator predizente independente de presença de doença coronária (OR 2,35, IC 95% 1,04-5,33. p=0,04). Apesar de não se correlacionar com o número de vasos coronários com doença, correlacionou-se com a gravidade da doença (pelo score de Gensini). A insulinémia e o índice HOMA aumentam diretamente com a idade e com o IMC, sendo contudo sobreponíveis em ambos os géneros. Os fatores predizentes de índice HOMA (resistência à insulina) foram o IMC, bem como os restantes componentes de SM, estando o índice HOMA relacionado com a presença de SM e o número dos seus componentes presentes. O limiar para resistência à insulina foi de 2,66 e para SM foi 2,41. Ao contrário das restantes definições de SM, a definição da AHA/NHLBI não é predizente da presença de DM no género masculino. A associação da resistência à insulina com doença coronária foi limiar (OR 1,13, IC 95% 1,00-1,28, p=0,045). Conclusões - Numa população com suspeita de doença coronária, a prevalência de SM é muito elevada (superior a 50%), sendo a prevalência de DM de 23%. Também a obesidade e o excesso de peso foram extremamente prevalentes nesta população. A concordância entre definições de SM é baixa. A hipertensão arterial e a obesidade abdominal são os componentes mais frequentes de SM, sendo menos prevalentes as alterações lipídicas. Pelo contrário, a presença de doença coronária significativa foi muito baixa, em particular nas mulheres. A SM não se associou à presença de doença coronária significativa, estando esta mais dependente das alterações do metabolismo glicídico e dos triglicéridos, bem como de outros fatores de risco não modificáveis, nomeadamente a idade e o género. A EIMc da carótida comum e a presença de placas carotídeas é mais elevada nos indivíduos diabéticos, estando também ligeiramente aumentada nos doentes com SM, sendo os fatores predizentes de EIMc apenas a idade, o género, a hiperinsulinémia bem como os níveis baixos de colesterol HDL. A utilização da avaliação da EIMc na estratificação de risco pré-angiografia coronária, poderá ser útil no género feminino. A hiperinsulinémia e o índice HOMA (índice de resistência à insulina), estão relacionados com o IMC e consequentemente com a presença de obesidade, embora também se correlacione de forma independente com os outros componentes de SM. A resistência à insulina associou-se à presença de SM. Relativamente à capacidade preditiva da coexistência com DM, verificou-se associação com a definição da NCEP-ATP III e da IDF, contudo, a definição da AHA/NHLBI só foi predizente de DMnas mulheres. -------------ABSTRACT - Introduction: Obesity and Metabolic Syndrome (MS) are a major public health problem, with increasing prevalence, that follows the increase in diabetes prevalence. Previous studies showed an association of both entities with increased cardiovascular risk, particularly diabetes. MS has been debated in the last few years, with several definitions and different results when analysed the influence of MS on cardiovascular diseases. There are also some regional and ethnical variations. Beyond general population epidemiological studies, information about the influence on cardiovascular disease in Portugal is unknown, particularly in patients with suspected coronary disease. Objectives- To clarify several questions regarding the prevalence of MS and the influence in arterial atherosclerotic disease by evaluation of a population with suspected coronary artery disease. Population and Methods- Observational, cross-sectional study with prospective inclusion of individuals admitted electively for coronary angiography with suspicion of coronary artery disease. All individuals also performed laboratorial evaluation and carotid ultrasound to evaluate carotid intima-media thickness (cIMT) and carotid plaques. We also evaluated demographic, anthropometric parameters, lipid profile, blood glucose and blood insulin. Angiographic data was obtained by semi-automated quantitation. Individuals with previously known cardiac history were excluded from the study. Results- We included 300 individuals with a mean age of 64 ± 9 years, 59% males. MS prevalence according to AHA/NHLBI definition was 48.4% (adjusted for age and gender of the Portuguese population) and the adjusted prevalence of diabetes was 14.8%. Global agreement between the more recent three definitions of MS was only 43%. MS prevalence increases with age and is also higher in women. The most frequent components were hypertension and abdominal obesity, followed by elevated glucose and triglicerides and low HDL-cholesterol. Significant coronary artery disease (stenosis ≥50%) was present in only 51.3% of patients, being lower in females. Non-invasive tests also had a low predictive capacity, particularly in females. The prevalence of significant coronary disease was identical in patients with MS compared with normal metabolism individuals (46.3% vs. 48.2%, respectively), being higher in diabetics (65.2%). Independent predictive factors for coronary disease were age, male gender, high blood glucose and triglycerides. On the contrary, Body Mass Index (BMI) was a protective factor for coronary disease. MS wasn’t a predictor of coronary disease. BMI showed a positive correlation with coronary vessel diameter and glucose /diabetes had a negative correlation. CIMT increased with age and was higher in males. CIMT was intermediate in patients with MS (0.88 ± 0.31 mm) when compared to diabetic patients (0.97 ± 0.34 mm) and “Normal” individuals (0.85 ± 0.34 mm). Independent predictors for cIMT were age, male gender, HDL-cholesterol and insulin. CIMT had a moderate predictive accuracy for coronary disease (AUC 0,638), particularly in females and is an independent predictor of the presence of significant coronary disease (OR 2.35, 95% CI 1.04-5.33. p=0.04). Although it did not correlate with the number of diseased coronary arteries, it correlated with coronary disease severity by the Gensini score. Insulin and HOMA index increase directly with age and BMI, but were identical in both genders. Predictive factors for HOMA index (insulin resistance) were BMI as well as the other MS components. HOMA index is related to MS and the number of its components. The cut-off for insulin resistance was 2.66 and for MS 2.41. Unlike other MS definitions, AHA/NHLBI definition is not a predictor of diabetes in males. There was a borderline association between insulin resistance and coronary disease (OR 1.13, 95% CI 1.00-1.28, p=0.045). Conclusions - In a population of patients with suspected coronary disease, MS prevalence is extremely high (above 50%) with a diabetes prevalence of 23%. Also obesity and overweight are very prevalent in this population. Global agreement between MS definitions is however low. Hypertension and abdominal obesity are the most frequent components, with a lower prevalence of lipid abnormalities. Coronary disease prevalence was low, particularly in women. MS wasn’t associated with coronary disease. Coronary disease was related to glucose and triglycerides, as well as with other non-modifiable factors such as age and gender. CIMT and carotid plaques are increased in diabetic patients, and also slightly elevated in patients with MS, but cIMT independent predictors were age, male gender, insulin and HDLcholesterol. CIMT can be useful in risk stratification before coronary angiography particularly in women. Elevated insulin and HOMA index (an insulin resistance index) are related with BMI and consequently with obesity, and it was also correlated with other MS components. Insulin resistance was associated with MS. The presence of diabetes was associated with the presence of MS by NCEP-ATP III and IDF definitions; however, AHA/NHLBI definition was only predictive of diabetes in females.

Mainroad: Information technology investment solution

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

Is Information Power? Using Mobile Phones and Free Newspapers during an Election in Mozambique*

African elections often reveal low levels of political accountability. We assess different forms of voter education during an election in Mozambique. Three interventions providing information to voters and calling for their electoral participation were randomized; an SMS-based information campaign, an SMS hotline for electoral misconduct, and the distribution of a free newspaper. To measure impact, we look at official electoral results, reports by electoral observers, behavioral and survey data. We find positive effects of all treatments on voter turnout. We observe that the distribution of the newspaper led to more accountability-based participation and to a decrease in electoral problems.

Migrant Remittances and Information Flows: Evidence from a Field Experiment*

Do information flows matter for remittance behavior? We design and implement a randomized control trial to quantitatively assess the role of communication between migrants and their contacts abroad on the extent and value of remittance flows. In the experiment, a random sample of 1,500 migrants residing in Ireland was offered the possibility of contacting their networks outside the host country for free over a varying number of months. We find a sizable, positive impact of our intervention on the value of migrant remittances sent. Our results exclude that the remittance effect we identify is a simple substitution effect. Instead, our analysis points to this effect being a likely result of improved information via factors such as better migrant control over remittance use, enhanced trust in remittance channels due to experience sharing, or increased remittance recipients’ social pressure on migrants.

Interactive acquisition of spatial information from images for multimedia applications

Dissertação para obtenção do Grau de Doutor em Informática

Influence of Schistosoma mansoni infection on the reproductive capacity of albino mice

This paper reports reduction on the reproductive capacity of female mice infected with Schistosoma mansoni, either in the acute phase or in the chronic one of the disease. This decrease in the reproductive capacity was highly significant (93.3% and 86.7%, for the acute and chronic phases, respectively)..

Multiresponsive supramolecular systems for information processing at the molecular level

Dissertação para obtenção do Grau de Doutor em Química Sustentável

Parameter estimation in the presence of auxiliary information

Dissertação para obtenção do Grau de Doutora em Estatística e Gestão de Risco, Especialidade em Estatística

Automatic information retrieval through text-mining

The dissertation presented for obtaining the Master’s Degree in Electrical Engineering and Computer Science, at Universidade Nova de Lisboa, Faculdade de Ciências e Tecnologia

Automated Generation of Indoor Accessibility Information for Mobility-Impaired Individuals

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Energy-efficient diversity combining for different access schemes in a multi-path dispersive channel

Dissertação para obtenção do Grau de Doutor em Engenharia Electrotécnica e Computadores

The implementation of an Enterprise Geographical Information System to support Cadastre and Expropriation activities.

The processes of mobilization of land for infrastructures of public and private domain are developed according to proper legal frameworks and systematically confronted with the impoverished national situation as regards the cadastral identification and regularization, which leads to big inefficiencies, sometimes with very negative impact to the overall effectiveness. This project report describes Ferbritas Cadastre Information System (FBSIC) project and tools, which in conjunction with other applications, allow managing the entire life-cycle of Land Acquisition and Cadastre, including support to field activities with the integration of information collected in the field, the development of multi-criteria analysis information, monitoring all information in the exploration stage, and the automated generation of outputs. The benefits are evident at the level of operational efficiency, including tools that enable process integration and standardization of procedures, facilitate analysis and quality control and maximize performance in the acquisition, maintenance and management of registration information and expropriation (expropriation projects). Therefore, the implemented system achieves levels of robustness, comprehensiveness, openness, scalability and reliability suitable for a structural platform. The resultant solution, FBSIC, is a fit-for-purpose cadastre information system rooted in the field of railway infrastructures. FBSIC integrating nature of allows: to accomplish present needs and scale to meet future services; to collect, maintain, manage and share all information in one common platform, and transform it into knowledge; to relate with other platforms; to increase accuracy and productivity of business processes related with land property management.

Application of geographic information system and modelling in health impact assessment for urban road mobility in Vietnam

Transport is an essential sector in modern societies. It connects economic sectors and industries. Next to its contribution to economic development and social interconnection, it also causes adverse impacts on the environment and results in health hazards. Transport is a major source of ground air pollution, especially in urban areas, and therefore contributing to the health problems, such as cardiovascular and respiratory diseases, cancer, and physical injuries. This thesis presents the results of a health risk assessment that quantifies the mortality and the diseases associated with particulate matter pollution resulting from urban road transport in Hai Phong City, Vietnam. The focus is on the integration of modelling and GIS approaches in the exposure analysis to increase the accuracy of the assessment and to produce timely and consistent assessment results. The modelling was done to estimate traffic conditions and concentrations of particulate matters based on geo-references data. A simplified health risk assessment was also done for Ha Noi based on monitoring data that allows a comparison of the results between the two cases. The results of the case studies show that health risk assessment based on modelling data can provide a much more detail results and allows assessing health impacts of different mobility development options at micro level. The use of modeling and GIS as a common platform for the integration of different assessments (environmental, health, socio-economic, etc.) provides various strengths, especially in capitalising on the available data stored in different units and forms and allows handling large amount of data. The use of models and GIS in a health risk assessment, from a decision making point of view, can reduce the processing/waiting time while providing a view at different scales: from micro scale (sections of a city) to a macro scale. It also helps visualising the links between air quality and health outcomes which is useful discussing different development options. However, a number of improvements can be made to further advance the integration. An improved integration programme of the data will facilitate the application of integrated models in policy-making. Data on mobility survey, environmental monitoring and measuring must be standardised and legalised. Various traffic models, together with emission and dispersion models, should be tested and more attention should be given to their uncertainty and sensitivity

Bits, Atoms, and Information Sharing: new opportunities for participation

The particular characteristics and affordances of technologies play a significant role in human experience by defining the realm of possibilities available to individuals and societies. Some technological configurations, such as the Internet, facilitate peer-to-peer communication and participatory behaviors. Others, like television broadcasting, tend to encourage centralization of creative processes and unidirectional communication. In other instances still, the affordances of technologies can be further constrained by social practices. That is the case, for example, of radio which, although technically allowing peer-to-peer communication, has effectively been converted into a broadcast medium through the legislation of the airwaves. How technologies acquire particular properties, meanings and uses, and who is involved in those decisions are the broader questions explored here. Although a long line of thought maintains that technologies evolve according to the logic of scientific rationality, recent studies demonstrated that technologies are, in fact, primarily shaped by social forces in specific historical contexts. In this view, adopted here, there is no one best way to design a technological artifact or system; the selection between alternative designs—which determine the affordances of each technology—is made by social actors according to their particular values, assumptions and goals. Thus, the arrangement of technical elements in any technological artifact is configured to conform to the views and interests of those involved in its development. Understanding how technologies assume particular shapes, who is involved in these decisions and how, in turn, they propitiate particular behaviors and modes of organization but not others, requires understanding the contexts in which they are developed. It is argued here that, throughout the last century, two distinct approaches to the development and dissemination of technologies have coexisted. In each of these models, based on fundamentally different ethoi, technologies are developed through different processes and by different participants—and therefore tend to assume different shapes and offer different possibilities. In the first of these approaches, the dominant model in Western societies, technologies are typically developed by firms, manufactured in large factories, and subsequently disseminated to the rest of the population for consumption. In this centralized model, the role of users is limited to selecting from the alternatives presented by professional producers. Thus, according to this approach, the technologies that are now so deeply woven into human experience, are primarily shaped by a relatively small number of producers. In recent years, however, a group of three interconnected interest groups—the makers, hackerspaces, and open source hardware communities—have increasingly challenged this dominant model by enacting an alternative approach in which technologies are both individually transformed and collectively shaped. Through a in-depth analysis of these phenomena, their practices and ethos, it is argued here that the distributed approach practiced by these communities offers a practical path towards a democratization of the technosphere by: 1) demystifying technologies, 2) providing the public with the tools and knowledge necessary to understand and shape technologies, and 3) encouraging citizen participation in the development of technologies.

Analysis of panoramio photo tags in order to extract land use information

In the recent past, hardly anyone could predict this course of GIS development. GIS is moving from desktop to cloud. Web 2.0 enabled people to input data into web. These data are becoming increasingly geolocated. Big amounts of data formed something that is called "Big Data". Scientists still don't know how to deal with it completely. Different Data Mining tools are used for trying to extract some useful information from this Big Data. In our study, we also deal with one part of these data - User Generated Geographic Content (UGGC). The Panoramio initiative allows people to upload photos and describe them with tags. These photos are geolocated, which means that they have exact location on the Earth's surface according to a certain spatial reference system. By using Data Mining tools, we are trying to answer if it is possible to extract land use information from Panoramio photo tags. Also, we tried to answer to what extent this information could be accurate. At the end, we compared different Data Mining methods in order to distinguish which one has the most suited performances for this kind of data, which is text. Our answers are quite encouraging. With more than 70% of accuracy, we proved that extracting land use information is possible to some extent. Also, we found Memory Based Reasoning (MBR) method the most suitable method for this kind of data in all cases.