Caracterização do papel do gene bola: consequências na motilidade bacteriana e formação de biofilmes

Dissertação para obtenção do Grau de Mestre em Microbiologia Médica

Cyberscience 2.0 – research in the age of digital social networks [Michel Nentwich, René König]

Recensão sobre o livro Cyberscience 2.0 – Research in the Age of Digital Social Networks, Frankfurt, Campus Verlag, 2012, 238 pp. ISBN: 978-3-593-39518-0

Controlling gene expression in enterobacteriaceae: studies on sRNAs and strategies for synthetic biology

Dissertation presented to obtain the Master Degree in Molecular, Genetics and Biomedicine

Pesquisa de assinaturas de selecção de malária na região do gene humano TPI (triosefosfato isomerase)

A malária continua a ser a maior causa de doença e mortalidade no Mundo, sobretudo no continente Africano. Das cinco espécies do parasita causador de malária em humanos, Plasmodium falciparum é a mais letal. Em termos evolutivos a malária é um fenómeno recente com cerca de 10 000 anos, período onde tem atuado como importante pressão seletiva no genoma humano, contribuindo para a seleção de inúmeros polimorfismos que propiciam maior resistência ao protozoário parasita. Apesar da interação entre o parasita e o hospedeiro ser foco de inúmeros estudos, é bastante complexa e ainda está longe de ser totalmente compreendida, nomeadamente os fatores de suscetibilidade/resistência à infeção ou à doença. Este estudo teve como principal objetivo contribuir para o estudo dos polimorfismos eritrocitários associados à proteção contra a infeção malárica grave, centrando-se no gene TPI que codifica uma enzima glicolítica. Foi selecionada uma amostra populacional Africana (Moçambique) agrupada de acordo com a gravidade da doença (grupos clínicos). Fez-se o rastreio dos exões do gene TPI por SSCP, na busca de alterações no padrão de migração dos produtos amplificados, indiciadores de alterações na sequência nucleotídica que pudessem ser assinaturas de eventuais efeitos evolutivos exercidos pela malária; caracterizaram-se as variantes do promotor do gene TPI: -5A>G, -8G>A e -24T>G; e analisou-se o polimorfismo intrónico 2262 situado no intrão 5. Esta análise permitiu identificar o polimorfismo -8G>A como possível marcador associado à proteção contra a malária, observando-se diferenças estatisticamente significativas entre doentes com malária grave e não-grave [P = 0,032; OR = 0,230 (CI95%: 0,049-1,081)], quando associado ao haplótipo -5G/-8A/2262G. Através de um estudo de microssatélites nas regiões adjacentes ao gene TPI, estimou-se a antiguidade dos polimorfismos -5G>A e -8G>A, tendo-se obtido a idade de ~20 mil anos e ~14 mil anos, respetivamente. Ao nível bioquímico, o polimorfismo -8G>A poderá estar associado à acumulação celular de metilglioxal citotóxico, um potente inibidor da proliferação parasitária.

Tipagem molecular de isolados clínicos e ambientais do complexo de espécies de Cryptococcus neoformans através do gene da fosfolipase B (PLB1) e avaliação da susceptibilidade antifúngica

Cryptococcus neoformans é uma levedura encapsulada, presente em animais e humanos, que infecta tanto indivíduos imunocomprometidos como imunocompetentes. A criptococose é uma causa significativa de morbilidade e mortalidade em todo o mundo, sendo a meningoencefalite o sinal mais frequente da doença. Duas espécies estão incluídas no complexo de Cryptococcus neoformans: C. gattii (serotipos B e C) e C. neoformans. Por sua vez, C. neoformans é dividido em duas grandes variedades - var. grubii (serotipo A) e var. neoformans (serotipo D) –, além de incluir estirpes híbridas (serotipo AD). A técnica de RFLP tem sido usada para identificar facilmente os tipos moleculares dos isolados em estudos epidemiológicos. Oito tipos foram descritos: VNI, VNII (ambos correspondentes a estirpes C. neoformans var. grubii), VNIII (estirpes híbridas AD), VNIV (C. neoformans var. neoformans), e VGI-IV (correspondentes a C. gattii). Este trabalho teve como objectivo, caracterizar geneticamente uma colecção de isolados clínicos e ambientais, portugueses e estrangeiros, e avaliar a sua resistência a duas drogas antifúngicas, permitindo comparar os padrões epidemiológicos do complexo de espécies com os encontrados noutras regiões do mundo. A colecção possui 337 isolados de C. neoformans, provenientes de diversos hospitais e regiões, previamente identificados por métodos convencionais de diagnóstico. A determinação dos tipos moleculares foi realizada através do método de RFLP no gene PLB1. Dos 267 isolados analisados, o tipo mais abundante foi VN I (61,42%), seguido por VN III (24,34%). Menos abundantes foram VN IV (10,11%) e VN II (3%), enquanto que VG I foi raro (1,12%). Os restantes tipos moleculares de C. gattii não foram encontrados. Usando o método de difusão em disco, 98 destes isolados foram analisados quanto à susceptibilidade antifúngica. Foi registada resistência ao voriconazol em apenas 3,1% dos isolados testados. Foi encontrada resistência ao fluconazol num elevado número de isolados (32,7%) e susceptibilidade dependendo da dose em 15,3%. Este trabalho, também teve o intuito de correlacionar os resultados anteriores com o tipo molecular. Todavia não foi encontrada diferença estatisticamente significativa entre qualquer dos tipos moleculares e as CMIs correspondentes ao fluconazol. Porém, os resultados mostram que alguns tipos moleculares são menos susceptíveis do que outros em relação ao voriconazol: VN I e VN IV são mais resistentes do que VN II, e VN I e VN II são mais susceptíveis que VN III. Concluindo, a elevada frequência de VN I está de acordo com resultados obtidos em outros estudos em países Europeus e Sul-Americanos. É notável a abundância de VN III em Portugal, tal como relatado noutros países do Sul da Europa, mas também no Chile, contrariamente a outras regiões do globo. A elevada resistência ao fluconazol é compatível com os resultados documentados em estudos anteriores. Esta investigação é um importante passo na epidemiologia da criptococose e da ocorrência de C. neoformans em Portugal.

Complex networks and data mining: toward a new perspective for the understanding of complex systems

Complex systems, i.e. systems composed of a large set of elements interacting in a non-linear way, are constantly found all around us. In the last decades, different approaches have been proposed toward their understanding, one of the most interesting being the Complex Network perspective. This legacy of the 18th century mathematical concepts proposed by Leonhard Euler is still current, and more and more relevant in real-world problems. In recent years, it has been demonstrated that network-based representations can yield relevant knowledge about complex systems. In spite of that, several problems have been detected, mainly related to the degree of subjectivity involved in the creation and evaluation of such network structures. In this Thesis, we propose addressing these problems by means of different data mining techniques, thus obtaining a novel hybrid approximation intermingling complex networks and data mining. Results indicate that such techniques can be effectively used to i) enable the creation of novel network representations, ii) reduce the dimensionality of analyzed systems by pre-selecting the most important elements, iii) describe complex networks, and iv) assist in the analysis of different network topologies. The soundness of such approach is validated through different validation cases drawn from actual biomedical problems, e.g. the diagnosis of cancer from tissue analysis, or the study of the dynamics of the brain under different neurological disorders.

Surdez em Portugal: estudos genéticos e funcionais do gene da conexina

A surdez é a deficiência sensorial mais comum na população humana, afetando o desenvolvimento social do indivíduo afetado por esta patologia. Estima-se que 50% dos casos de deficiência auditiva podem ser evitáveis. Cerca de 1/1000 recém-nascidos apresentam surdez e 1/3 da população acima dos 65 anos é também afetada. No presente estudo, foram analisadas 19 famílias diferentes. Analisou-se ainda 399 amostras aleatórias de recém-nascidos provenientes das várias regiões de Portugal. Mutações no gene GJB2, que codifica para a Cx26, são a principal causa de surdez hereditária não sindrómica, como tal, foi analisado nos dois tipos de população em estudo, tal como o gene GJB6, que codifica para a Cx30. Nas famílias analisadas foram encontradas as mutações c.35delG, p.Met34Thr e p.R127H, no gene GJB2, as quais se contam entre as mutações mais comuns na população portuguesa. Na população aleatória foram encontradas as mutações c.35delG. p.Met34Thr e K224Q, assim como o polimorfismo F83L. Foram caracterizadas funcionalmente três mutações da Cx26 – a p.Leu213X, p.Gly160Ser e p.Gly160Cys. Verificou-se que as proteínas contendo a mutação p.Leu213X foram observadas principalmente no citoplasma, o que sugere que elas são aí retidas. O défice no seu tráfego para a membrana poderá estar relacionado com o facto de esta mutação originar um codão STOP no domínio C-terminal da proteína. As proteínas que continham a mutação p.Gly160Ser e a p.Gly160Cys são transportadas até à membrana plasmática, tal como a Cx26 selvagem. No entanto, a permeabilidade dos canais intercelulares compostos por Cx26 apresentando estas mutações não foi investigada. Este estudo contribui para o aprofundamento do conhecimento sobre a surdez hereditária e o espectro de mutações no locus DFNB1. Permitiu também a primeira caracterização funcional de três mutações da Cx26. Os estudos funcionais têm em vista a possível aplicação de terapias destinadas à recuperação da função nativa da Cx26.

Transcriptional regulation of the mannosyltransferase-encoding gene pigm in inherited glycosylphosphatidylinositol (GPI) deficiency

RESUMO:O glicosilfosfatidilinositol (GPI) é um complexo glicolipídico utlizado por dezenas de proteínas, o qual medeia a sua ancoragem à superfície da célula. Proteínas de superfície celular ancoradas a GPI apresentam várias funções essenciais para a manutenção celular. A deficiência na síntese de GPI é o que caracteriza principalmente a deficiência hereditária em GPI, um grupo de doenças autossómicas raras que resultam de mutações nos genes PIGA, PIGL, PIGM, PIGV, PIGN, PIGO e PIGT, os quais sao indispensáveis para a biossíntese do GPI. Uma mutação pontual no motivo rico em GC -270 no promotor de PIGM impede a ligação do factor de transcrição (FT) Sp1 à sua sequência de reconhecimento, impondo a compactação da cromatina, associada à hipoacetilação de histonas, e consequentemente, impedindo a transcrição de PIGM. Desta forma, a adição da primeira manose ao GPI é comprometida, a síntese de GPI diminui assim como as proteínas ligadas a GPI à superficie das células. Pacientes com Deficiência Hereditária em GPI-associada a PIGM apresentam trombose e epilesia, e ausência de hemólise intravascular e anemia, sendo que estas duas últimas características definem a Hemoglobinúria Paroxística Nocturna (HPN), uma doença rara causada por mutações no gene PIGA. Embora a mutação que causa IGD seja constitutiva e esteja presente em todos os tecidos, o grau de deficiência em GPI varia entre células do mesmo tecido e entre células de tecidos diferentes. Por exemplo nos granulócitos e linfócitos B a deficiência em GPI é muito acentuada mas nos linfócitos T, fibroblastos, plaquetas e eritrócitos é aproximadamente normal, daí a ausência de hemólise intravascular. Os eventos transcricionais que estão na base da expressão diferencial da âncora GPI nas células hematopoiéticas são desconhecidos e constituem o objectivo geral desta tese. Em primeiro lugar, os resultados demonstraram que os níveis de PIGM mRNA variam entre células primárias hematopoiéticas normais. Adicionalmente, a configuração dos nucleossomas no promotor de PIGM é mais compacta em células B do que em células eritróides e tal está correlacionado com os níveis de expressão de PIGM, isto é, inferior nas células B. A presença de vários motivos de ligação para o FT específico da linhagem megacariocítica-eritróide GATA-1 no promotor de PIGM sugeriu que GATA-1 desempenha um papel regulador na sua transcrição. Os resultados mostraram que muito possivelmente GATA-1 desempenha um papel repressor em vez de activador da expressão de PIGM. Resultados preliminares sugerem que KLF1, um factor de transcrição restritamente eritróide, regula a transcrição de PIGM independentemente do motivo -270GC. Em segundo lugar, a investigação do papel dos FTs Sp demonstrou que Sp1 medeia directamente a transcrição de PIGM em ambas as células B e eritróide. Curiosamente, ao contrário do que acontece nas células B, em que a transcrição de PIGM requer a ligação do FT geral Sp1 ao motivo -270GC, nas células eritróides Sp1 regula a transcrição de PIGM ao ligar-se a montante e não ao motivo -270GC. Para além disso, demonstrou-se que Sp2 não é um regulador directo da transcrição de PIGM quer nas células B quer nas células eritróides. Estes resultados explicam a ausência de hemólise intravascular nos doentes com IGD associada a PIGM, uma das principais características que define a HPN. Por último, resultados preliminares mostraram que a repressão da transcrição de PIGM devida à mutação patogénica -270C>G está associada com a diminuição da frequência de interacções genómicas em cis entre PIGM e os seus genes “vizinhos”, sugerindo adicionalmente que a regulação de PIGM e desses genes é partilhada. No seu conjunto, os resultados apresentados nesta tese contribuem para o conhecimento do controlo transcricional de um gene housekeeping, específico-detecido, por meio de FTs genéricos e específicos de linhagem.-------------ABSTRACTC: Glycosylphosphatidylinositol (GPI) is a complex glycolipid used by dozens of proteins for cell surface anchoring. GPI-anchored proteins have various functions that are essential for the cellular maintenance. Defective GPI biosynthesis is the hallmark of inherited GPI deficiency (IGD), a group of rare autosomal diseases caused by mutations in PIGA, PIGL, PIGM, PIGV, PIGN, PIGO and PIGT, all genes indispensable for GPI biosynthesis. A point mutation in the -270GC-rich box in the core promoter of PIGM disrupts binding of the transcription factor (TF) Sp1 to it, imposing nucleosome compaction associated with histone hypoacetylation, thus abrogating transcription of PIGM. As a consequence of PIGM transcriptional repression, addition of the first mannose residue onto the GPI core and thus GPI production are impaired; and expression of GPI-anchored proteins on the surface of cells is severely impaired. Patients with PIGM-associated IGD suffer from life-threatening thrombosis and epilepsy but not intravascular haemolysis and anaemia, two defining features of paroxysmal nocturnal haemoglobinuria (PNH), a rare disease caused by somatic mutations in PIGA. Although the disease-causing mutation in IGD is constitutional and present in all tissues, the degree of GPI deficiency is variable and differs between cells of the same and of different tissues. Accordingly, GPI deficiency is severe in granulocytes and B cells but mild in T cells, fibroblasts, platelets and erythrocytes, hence the lack of intravascular haemolysis.The transcriptional events underlying differential expression of GPI in the haematopoietic cells of PIG-M-associated IGD are not known and constitute the general aim of this thesis. Firstly, I found that PIGM mRNA levels are variable amongst normal primary haematopoietic cells. In addition, the nucleosome configuration in the promoter of PIGM is more compacted in B cells than in erythroid cells and this correlated with the levels of PIGM mRNA expression, i.e., lower in B cells. The presence of several binding sites for GATA-1, a mega-erythroid lineage-specific transcription factor (TF), at the PIGM promoter suggested that GATA-1 has a role on PIGM transcription. My results showed that GATA-1 in erythroid cells is most likely a repressor rather than an activator of PIGM expression. Preliminary data suggested that KLF1, an erythroid-specific TF, regulates PIGM transcription but independently of the -270GC motif. Secondly, investigation of the role of the Sp TFs showed that Sp1 directly mediates PIGM transcriptional regulation in both B and erythroid cells. However, unlike in B cells in which active PIGM transcription requires binding of the generic TF Sp1 to the -270GC-rich box, in erythroid cells, Sp1 regulates PIGM transcription by binding upstream of but not to the -270GC-rich motif. Additionally, I showed that Sp2 is not a direct regulator of PIGM transcription in B and erythroid cells. These findings explain lack of intravascular haemolysis in PIGM-associated IGD, a defining feature of PNH. Lastly, preliminary work shows that transcriptional repression of PIG-M by the pathogenic -270C>G mutation is associated with reduced frequency of in cis genomic interactions between PIGM and its neighbouring genes, suggesting a shared regulatory link between these genes and PIGM. Altogether, the results presented in this thesis provide novel insights into tissuespecific transcriptional control of a housekeeping gene by lineage-specific and generic TFs.

Bioprocess design of canine adenovirus vectors for gene therapy applications

The potential of human adenovirus vectors as vehicles for gene transfer with clinical applications in vaccination, cancer treatment and in many monogenic and acquired diseases has been demonstrated in several studies and clinical trials. However, the clinical use of these vectors can be limited by pre-existing humoral and cellular anti-capsid immunity. One way to circumvent this bottleneck while keeping the advantages of using adenovirus vectors is using non-human viruses such as Canine Adenovirus type 2 (CAV-2). Moreover, CAV-2 vectors present attractive features to develop potential treatment of neurodegenerative and ocular disorders. While the interest in CAV-2 vectors increases, scalable and robust production processes are required to meet the need for preclinical and possibly clinical uses.(...)

Evolution of reputation in networks: A mean field game approach

This work models the competitive behaviour of individuals who maximize their own utility managing their network of connections with other individuals. Utility is taken as a synonym of reputation in this model. Each agent has to decide between two variables: the quality of connections and the number of connections. Hence, the reputation of an individual is a function of the number and the quality of connections within the network. On the other hand, individuals incur in a cost when they improve their network of contacts. The initial value of the quality and number of connections of each individual is distributed according to an initial (given) distribution. The competition occurs over continuous time and among a continuum of agents. A mean field game approach is adopted to solve the model, leading to an optimal trajectory for the number and quality of connections for each individual.

Augmenting spaces and creating interactive experiences using video camera networks

This research addresses the problem of creating interactive experiences to encourage people to explore spaces. Besides the obvious spaces to visit, such as museums or art galleries, spaces that people visit can be, for example, a supermarket or a restaurant. As technology evolves, people become more demanding in the way they use it and expect better forms of interaction with the space that surrounds them. Interaction with the space allows information to be transmitted to the visitors in a friendly way, leading visitors to explore it and gain knowledge. Systems to provide better experiences while exploring spaces demand hardware and software that is not in the reach of every space owner either because of the cost or inconvenience of the installation, that can damage artefacts or the space environment. We propose a system adaptable to the spaces, that uses a video camera network and a wi-fi network present at the space (or that can be installed) to provide means to support interactive experiences using the visitor’s mobile device. The system is composed of an infrastructure (called vuSpot), a language grammar used to describe interactions at a space (called XploreDescription), a visual tool used to design interactive experiences (called XploreBuilder) and a tool used to create interactive experiences (called urSpace). By using XploreBuilder, a tool built of top of vuSpot, a user with little or no experience in programming can define a space and design interactive experiences. This tool generates a description of the space and of the interactions at that space (that complies with the XploreDescription grammar). These descriptions can be given to urSpace, another tool built of top of vuSpot, that creates the interactive experience application. With this system we explore new forms of interaction and use mobile devices and pico projectors to deliver additional information to the users leading to the creation of interactive experiences. The several components are presented as well as the results of the respective user tests, which were positive. The design and implementation becomes cheaper, faster, more flexible and, since it does not depend on the knowledge of a programming language, accessible for the general public.

Control in distribution networks with demand side management

The way in which electricity networks operate is going through a period of significant change. Renewable generation technologies are having a growing presence and increasing penetrations of generation that are being connected at distribution level. Unfortunately, a renewable energy source is most of the time intermittent and needs to be forecasted. Current trends in Smart grids foresee the accommodation of a variety of distributed generation sources including intermittent renewable sources. It is also expected that smart grids will include demand management resources, widespread communications and control technologies required to use demand response are needed to help the maintenance in supply-demand balance in electricity systems. Consequently, smart household appliances with controllable loads will be likely a common presence in our homes. Thus, new control techniques are requested to manage the loads and achieve all the potential energy present in intermittent energy sources. This thesis is focused on the development of a demand side management control method in a distributed network, aiming the creation of greater flexibility in demand and better ease the integration of renewable technologies. In particular, this work presents a novel multi-agent model-based predictive control method to manage distributed energy systems from the demand side, in presence of limited energy sources with fluctuating output and with energy storage in house-hold or car batteries. Specifically, here is presented a solution for thermal comfort which manages a limited shared energy resource via a demand side management perspective, using an integrated approach which also involves a power price auction and an appliance loads allocation scheme. The control is applied individually to a set of Thermal Control Areas, demand units, where the objective is to minimize the energy usage and not exceed the limited and shared energy resource, while simultaneously indoor temperatures are maintained within a comfort frame. Thermal Control Areas are overall thermodynamically connected in the distributed environment and also coupled by energy related constraints. The energy split is performed based on a fixed sequential order established from a previous completed auction wherein the bids are made by each Thermal Control Area, acting as demand side management agents, based on the daily energy price. The developed solutions are explained with algorithms and are applied to different scenarios, being the results explanatory of the benefits of the proposed approaches.

Medium access control design for distributed opportunistic radio networks

Existing wireless networks are characterized by a fixed spectrum assignment policy. However, the scarcity of available spectrum and its inefficient usage demands for a new communication paradigm to exploit the existing spectrum opportunistically. Future Cognitive Radio (CR) devices should be able to sense unoccupied spectrum and will allow the deployment of real opportunistic networks. Still, traditional Physical (PHY) and Medium Access Control (MAC) protocols are not suitable for this new type of networks because they are optimized to operate over fixed assigned frequency bands. Therefore, novel PHY-MAC cross-layer protocols should be developed to cope with the specific features of opportunistic networks. This thesis is mainly focused on the design and evaluation of MAC protocols for Decentralized Cognitive Radio Networks (DCRNs). It starts with a characterization of the spectrum sensing framework based on the Energy-Based Sensing (EBS) technique considering multiple scenarios. Then, guided by the sensing results obtained by the aforementioned technique, we present two novel decentralized CR MAC schemes: the first one designed to operate in single-channel scenarios and the second one to be used in multichannel scenarios. Analytical models for the network goodput, packet service time and individual transmission probability are derived and used to compute the performance of both protocols. Simulation results assess the accuracy of the analytical models as well as the benefits of the proposed CR MAC schemes.

A systematic methodology to analyse the performance and design configurations of business interoperability in cooperative industrial networks

This thesis proposes a methodology for modelling business interoperability in a context of cooperative industrial networks. The purpose is to develop a methodology that enables the design of cooperative industrial network platforms that are able to deliver business interoperability and the analysis of its impact on the performance of these platforms. To achieve the proposed objective, two modelling tools have been employed: the Axiomatic Design Theory for the design of interoperable platforms; and Agent-Based Simulation for the analysis of the impact of business interoperability. The sequence of the application of the two modelling tools depends on the scenario under analysis, i.e. whether the cooperative industrial network platform exists or not. If the cooperative industrial network platform does not exist, the methodology suggests first the application of the Axiomatic Design Theory to design different configurations of interoperable cooperative industrial network platforms, and then the use of Agent-Based Simulation to analyse or predict the business interoperability and operational performance of the designed configurations. Otherwise, one should start by analysing the performance of the existing platform and based on the achieved results, decide whether it is necessary to redesign it or not. If the redesign is needed, simulation is once again used to predict the performance of the redesigned platform. To explain how those two modelling tools can be applied in practice, a theoretical modelling framework, a theoretical Axiomatic Design model and a theoretical Agent-Based Simulation model are proposed. To demonstrate the applicability of the proposed methodology and/or to validate the proposed theoretical models, a case study regarding a Portuguese Reverse Logistics cooperative network (Valorpneu network) and a case study regarding a Portuguese construction project (Dam Baixo Sabor network) are presented. The findings of the application of the proposed methodology to these two case studies suggest that indeed the Axiomatic Design Theory can effectively contribute in the design of interoperable cooperative industrial network platforms and that Agent-Based Simulation provides an effective set of tools for analysing the impact of business interoperability on the performance of those platforms. However, these conclusions cannot be generalised as only two case studies have been carried out. In terms of relevance to theory, this is the first time that the network effect is addressed in the analysis of the impact of business interoperability on the performance of networked companies and also the first time that a holistic approach is proposed to design interoperable cooperative industrial network platforms. Regarding the practical implications, the proposed methodology is intended to provide industrial managers a management tool that can guide them easily, and in practical and systematic way, in the design of configurations of interoperable cooperative industrial network platforms and/or in the analysis of the impact of business interoperability on the performance of their companies and the networks where their companies operate.