Lab on paper: biossensores colorimétricos de papel para a detecção de membros do complexo Mycobacterium tuberculosis

Este trabalho foi realizado no âmbito do projecto Lab on Paper, desenvolvido no Centro de Investigação de Materiais (CENIMAT) da Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa (FCT - UNL)

Optimization of breast tomosynthesis image reconstruction using parallel computing

Breast cancer is the most common cancer among women, being a major public health problem. Worldwide, X-ray mammography is the current gold-standard for medical imaging of breast cancer. However, it has associated some well-known limitations. The false-negative rates, up to 66% in symptomatic women, and the false-positive rates, up to 60%, are a continued source of concern and debate. These drawbacks prompt the development of other imaging techniques for breast cancer detection, in which Digital Breast Tomosynthesis (DBT) is included. DBT is a 3D radiographic technique that reduces the obscuring effect of tissue overlap and appears to address both issues of false-negative and false-positive rates. The 3D images in DBT are only achieved through image reconstruction methods. These methods play an important role in a clinical setting since there is a need to implement a reconstruction process that is both accurate and fast. This dissertation deals with the optimization of iterative algorithms, with parallel computing through an implementation on Graphics Processing Units (GPUs) to make the 3D reconstruction faster using Compute Unified Device Architecture (CUDA). Iterative algorithms have shown to produce the highest quality DBT images, but since they are computationally intensive, their clinical use is currently rejected. These algorithms have the potential to reduce patient dose in DBT scans. A method of integrating CUDA in Interactive Data Language (IDL) is proposed in order to accelerate the DBT image reconstructions. This method has never been attempted before for DBT. In this work the system matrix calculation, the most computationally expensive part of iterative algorithms, is accelerated. A speedup of 1.6 is achieved proving the fact that GPUs can accelerate the IDL implementation.

Reactive electron scattering from biomolecules and technologically relevant molecules

The role of a set of gases relevant within the context of biomolecules and technologically relevant molecules under the interaction of low-energy electrons was studied in an effort to contribute to the understanding of the underlying processes yielding negative ion formation. The results are relevant within the context of damage to living material exposed to energetic radiation, to the role of dopants in the ion-molecule chemistry processes, to Electron Beam Induced Deposition (EBID) and Ion Beam Induced Deposition (IBID) techniques. The research described in this thesis addresses dissociative electron attachment (DEA) and electron transfer studies involving experimental setups from the University of Innsbruck, Austria and Universidade Nova de Lisboa, Portugal, respectively. This thesis presents DEA studies, obtained by a double focusing mass spectrometer, of dimethyl disulphide (C2H6S2), two isomers, enflurane and isoflurane (C3F5Cl5) and two chlorinated ethanes, pentachloroethane (C2HCl5) and hexachloroethane (C2Cl6), along with quantum chemical calculations providing information on the molecular orbitals as well as thermochemical thresholds of anion formation for enflurane, isoflurane, pentachloroethane and hexachloroethane. The experiments represent the most accurate DEA studies to these molecules, with significant differences from previous work reported in the literature. As far as electron transfer studies are concerned, negative ion formation in collisions of neutral potassium atoms with N1 and N3 methylated pyrimidine molecules were obtained by time-of-flight mass spectrometry (TOF). The results obtained allowed to propose concerted mechanisms for site and bond selective excision of bonds.

Desenvolvimento de microfluídica em papel para utilização em biossensores

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Etiologia das infeções respiratórias virais em criançass em idade pré-escolar

RESUMO: Os vírus respiratórios continuam a ocupar um papel relevante na morbilidade e mortalidade infantil, tendo na última década sido alargado o espectro de vírus potencialmente causadores das infeções respiratórias. O diagnóstico destas infeções pode ser efetuado por várias metodologias, sendo as técnicas de biologia molecular consideradas as mais sensíveis para este fim. No âmbito do Projeto Ambiente e Saúde em Creches e Infantários (ENVIRH) foi efetuada uma comparação da prevalência dos principais vírus respiratórios em crianças em idade pré-escolar, com critérios de infeção respiratória, recorrendo a técnicas de biologia molecular, em duas populações: crianças que se encontravam na escola/domicilio e crianças que recorreram a uma urgência hospitalar. O estudo decorreu em dois períodos, de Fevereiro a Maio de 2011 e de Outubro de 2011 a Abril de 2012. Foram efetuadas duas colheitas de zaragatoas, uma nasal e outra orofaríngea. A metodologia utilizada para a identificação viral nas amostras foi a PCR e RT-PCR multiplex em tempo real. Os vírus pesquisados foram: Influenza A e B, Parainfluenza 1-4, Metapneumovirus humano, Vírus Sincicial respiratório (VSR), Rinovírus, Enterovírus, Coronavírus e Bocavirus. Foram realizadas 100 colheitas em crianças com idades compreendidas entre os 5 meses e os 5 anos. Foram obtidas 64 amostras dos infantários/domicílios, das quais 47 foram positivas. Da urgência Hospitalar obtiveram-se 36 amostras, em que 32 foram positivas. O vírus da gripe A (H3) foi o mais frequentemente detetado nas duas populações, mas apenas durante o surto de 2012. O VSR e os adenovírus foram mais frequentes nas crianças que recorreram ao hospital, ao contrário dos enterovirus e dos coronavírus, que não foram detetados nesta população. Os bocavirus nunca foram detetados isoladamente. Este estudo reforça a importância de se utilizarem técnicas de biologia molecular para o diagnóstico etiológico das infeções respiratórias, devido à elevada sensibilidade das mesmas, o que se reflete na elevada percentagem de amostras positivas. O facto de se utilizarem técnicas “multiplex”, que permitem a pesquisa simultânea de vários vírus, facilita a deteção de um maior espectro destes agentes. A elevada prevalência de Influenza A H3N2 deveu-se ao facto de grande parte do estudo ter coincidido com um período de surto por este vírus. O sistema de alerta montado durante o projeto ENVIRH pareceu promissor para uma eventual utilização futura em períodos de atividade gripal.--------------ABSTRACT: In the last decade, as respiratory viruses keep representing a relevant factor in child morbidity and mortality, the spectrum of viruses that may potentially cause respiratory infections has been widened. Within the several methodologies that may be applied in the diagnosis of these types of infections, the ones that use molecular biology are considered to be the most sensitive. The Environment and Health in Daycares and Nurseries Project (ENVIRH) arranged for a study, by means of molecular biology techniques, on the main respiratory viruses' influence in pre-school aged children with respiratory infection symptoms. This study compared children in two different populations: children at school or at home and children that were taken to a hospital emergency service. The study was conducted in two different time periods, one from February to May 2011 and the other from October 2011 to April 2012. During this time, two swab collections were held, one nasal and one oropharyngeal. PCR and RT-PCR multiplex in real time techniques were used for viral identification of the samples, searching for the viruses Influenza A and B, Parainfluenza 1-4, human Metapneumovirus, Respiratory Sincytial Virus (RSV), Rhinovirus, Enterovirus, Coronavirus and Bocavirus. One hundred (100) collections were held in children between the ages of 5 months and 5 years, sixty-four (64) at home/school and thirty-six (36) at the hospital's emergency service. From a total of seventy-nine (79) positive samples, forty-seven (47) were obtained at home/school and thirty-two (32) at the hospital. The virus detected the most in both populations was the Influenza A (H3), but only during the outbreak of 2012. Unlike the enteroviruses and coronaviruses, that were not detected within this population, the RSV and the adenoviruses were most common within the children at the hospital. Bocaviruses were never detected isolated from other viruses. The high percentage of positive samples reinforces the significance of using molecular biology techniques for the etiological diagnosis of respiratory infections. The use of multiplex techniques, that make the simultaneous search for multiple viruses possible, enhances the detection of a larger spectrum of such agents. Most of the study coincided with an outbreak of the Influenza A H3N2 virus, thus explaining the high number of its cases identified. The alert system set up during the ENVIRH project looked promising enough for eventual periods of flu activity in the future.

Desenvolvimento de dispositivos microfluídicos 3D em papel para utilização em biossensores

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Desenvolvimento de um teste de diagnóstico rápido para a deteção de malária em amostras clínicas

A malária é uma doença infeciosa transmitida através da picada de um mosquito fêmea Anopheles infetado com o parasita protozoário do género Plasmodium (P.), sendo o P. falciparum a espécie mais mortal. É responsável pela morte de milhares de pessoas por ano, nomeadamente nos países em vias desenvolvimento, países esses que não detêm as condições necessárias para a prática da microscopia ótica em larga escala, que continua nos dias de hoje a ser a técnica de eleição para o diagnóstico da doença. A conceção de testes de baixo custo e de fácil utilização tais como os testes de diagnóstico rápido (TDR) são uma mais-valia no diagnóstico deste tipo de doenças. A presente dissertação centra-se no desenvolvimento de um TDR num formato competitivo, baseado em nanopartículas de ouro (AuNP) funcionalizadas com ácido mercaptoundecanoico (MUA) ou com o pentapétido Cys-Ala-Leu-Asn-Asn (CALNN) e conjugadas com um anticorpo monoclonal anti-PfHRP2 que reconhece especificamente a proteína rica em histidina 2 produzida pelo P. falciparum (PfHRP2). Para isso, utilizou-se uma tecnologia inovadora na conceção do TDR, a tecnologia lab on paper, que utiliza o papel Whatman nº1. Os estudos de estabilidade de AuNP funcionalizadas com citrato de sódio, MUA ou CALNN por variação da força iónica e pH do meio mostraram que o pentapéptido CALNN é o agente de revestimento mais resistente a oscilações de força iónica, comparativamente com o citrato de sódio e o MUA e que apenas as AuNP revestidas com citrato de sódio atingiram o ponto de agregação ao pKa da molécula de revestimento. Os principais resultados obtidos aquando do desenvolvimento do TDR revelaram que o valor de diluição ótima de anticorpo anti-IgG (solução mãe a 11 mg.mL-1) imobilizado na linha de controlo é de 1:40 e 1:90, utilizando para deteção os bionanoconjugados AuNP-MUA-Anticorpo e AuNP-CALNN-Anticorpo, respetivamente. Com a aplicação da solução AuNP-CALNN-Anticorpo visualizou-se o aparecimento de cor vermelha na linha de teste, o que demonstra a deteção do antigénio pelos bionanoconjugados. A deteção ocorreu com a aplicação de 2,5 μL de PfHRP2 a 1,5 mg.mL-1. Numa análise global após a aplicação de culturas de sangue não infetadas ou infetadas com o parasita da malária, obteve-se cor na linha de controlo com uma diluição de 1:20 do anticorpo anti-IgG imobilizado. Em relação à linha de teste, na presença de culturas não infetadas, obteve-se sinal na mesma aplicando bionanoconjugados AuNP-MUA-Anticorpo e 2,5 μL de PfHRP2 a 2,6 mg.ml-1.

Printed electronics for ubiquitous computing applications

Dissertação para obtenção do Grau de Doutor em Química

Minimal computation structures for visual information applications based on printed electronics

In the early nineties, Mark Weiser wrote a series of seminal papers that introduced the concept of Ubiquitous Computing. According to Weiser, computers require too much attention from the user, drawing his focus from the tasks at hand. Instead of being the centre of attention, computers should be so natural that they would vanish into the human environment. Computers become not only truly pervasive but also effectively invisible and unobtrusive to the user. This requires not only for smaller, cheaper and low power consumption computers, but also for equally convenient display solutions that can be harmoniously integrated into our surroundings. With the advent of Printed Electronics, new ways to link the physical and the digital worlds became available. By combining common printing techniques such as inkjet printing with electro-optical functional inks, it is starting to be possible not only to mass-produce extremely thin, flexible and cost effective electronic circuits but also to introduce electronic functionalities into products where it was previously unavailable. Indeed, Printed Electronics is enabling the creation of novel sensing and display elements for interactive devices, free of form factor. At the same time, the rise in the availability and affordability of digital fabrication technologies, namely of 3D printers, to the average consumer is fostering a new industrial (digital) revolution and the democratisation of innovation. Nowadays, end-users are already able to custom design and manufacture on demand their own physical products, according to their own needs. In the future, they will be able to fabricate interactive digital devices with user-specific form and functionality from the comfort of their homes. This thesis explores how task-specific, low computation, interactive devices capable of presenting dynamic visual information can be created using Printed Electronics technologies, whilst following an approach based on the ideals behind Personal Fabrication. Focus is given on the use of printed electrochromic displays as a medium for delivering dynamic digital information. According to the architecture of the displays, several approaches are highlighted and categorised. Furthermore, a pictorial computation model based on extended cellular automata principles is used to programme dynamic simulation models into matrix-based electrochromic displays. Envisaged applications include the modelling of physical, chemical, biological, and environmental phenomena.

The impact of CdSe/ZnS Quantum Dots in cells of Medicago sativa in suspension culture

Abstract Background: Nanotechnology has the potential to provide agriculture with new tools that may be used in the rapid detection and molecular treatment of diseases and enhancement of plant ability to absorb nutrients, among others. Data on nanoparticle toxicity in plants is largely heterogeneous with a diversity of physicochemical parameters reported, which difficult generalizations. Here a cell biology approach was used to evaluate the impact of Quantum Dots (QDs) nanocrystals on plant cells, including their effect on cell growth, cell viability, oxidative stress and ROS accumulation, besides their cytomobility. Results: A plant cell suspension culture of Medicago sativa was settled for the assessment of the impact of the addition of mercaptopropanoic acid coated CdSe/ZnS QDs. Cell growth was significantly reduced when 100 mM of mercaptopropanoic acid -QDs was added during the exponential growth phase, with less than 50% of the cells viable 72 hours after mercaptopropanoic acid -QDs addition. They were up taken by Medicago sativa cells and accumulated in the cytoplasm and nucleus as revealed by optical thin confocal imaging. As part of the cellular response to internalization, Medicago sativa cells were found to increase the production of Reactive Oxygen Species (ROS) in a dose and time dependent manner. Using the fluorescent dye H2DCFDA it was observable that mercaptopropanoic acid-QDs concentrations between 5-180 nM led to a progressive and linear increase of ROS accumulation. Conclusions: Our results showed that the extent of mercaptopropanoic acid coated CdSe/ZnS QDs cytotoxicity in plant cells is dependent upon a number of factors including QDs properties, dose and the environmental conditions of administration and that, for Medicago sativa cells, a safe range of 1-5 nM should not be exceeded for biological applications.

Parallelization of web processing services on cloud computing: A case study of Geostatistical Methods

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

Integrated study by NMR and X-ray Crystallography on the analysis of the molecular interactions in heme-binding proteins

Dissertação para obtenção do Grau de Doutor em Bioquímica, Especialidade Bioquímica Estrutural

Molecular characterization of the fibrinogen-erythrocyte interaction and its influence on cardiovascular pathologies by AFM-based force spectroscopy

Dissertação para obtenção do Grau de Mestre em Engenharia Biomédica

Characterization of molecular damage induced by UV photons and carbon ions on biomimetic heterostructures

The study of the effect of radiation on living tissues is a rather complex task to address mainly because they are made of a set of complex functional biological structures and interfaces. Particularly if one is looking for where damage is taking place in a first stage and what are the underlying reaction mechanisms. In this work a new approach is addressed to study the effect of radiation by making use of well identified molecular hetero-structures samples which mimic the biological environment. These were obtained by assembling onto a solid support deoxyribonucleic acid (DNA) and phospholipids together with a soft water-containing polyelectrolyte precursor in layered structures and by producing lipid layers at liquid/air interface with DNA as subphase. The effects of both ultraviolet (UV) radiation and carbon ions beams were systematically investigated in these heterostructures, namely damage on DNA by means vacuum ultraviolet (VUV), infrared (IR), X-Ray Photoelectron (XPS) and impedance spectroscopy. Experimental results revealed that UV affects furanose, PO2-, thymines, cytosines and adenines groups. The XPS spectrometry carried out on the samples allowed validate the VUV and IR results and to conclude that ionized phosphate groups, surrounded by the sodium counterions, congregate hydration water molecules which play a role of UV protection. The ac electrical conductivity measurements revealed that the DNA electrical conduction is arising from DNA chain electron hopping between base-pairs and phosphate groups, with the hopping distance equal to the distance between DNA base-pairs and is strongly dependent on UV radiation exposure, due loss of phosphate groups. Characterization of DNA samples exposed to a 4 keV C3+ ions beam revealed also carbon-oxygen bonds break, phosphate groups damage and formation of new species. Results from radiation induced damage carried out on biomimetic heterostructures having different compositions revealed that damage is dependent on sample composition, with respect to functional targeted groups and extent of damage. Conversely, LbL films of 1,2-dipalmitoyl-sn-Glycero-3-[Phospho-rac-(1-glycerol)] (Sodium Salt) (DPPG) liposomes, alternated with poly(allylamine hydrochloride) (PAH) revealed to be unaffected, even by prolonged UV irradiation exposure, in the absence of water molecules. However, DPPG molecules were damaged by the UV radiation in presence of water with cleavage of C-O, C=O and –PO2- bonds. Finally, the study of DNA interaction with the ionic lipids at liquid/air interfaces revealed that electrical charge of the lipid influences the interaction of phospholipid with DNA. In the presence of DNA in the subphase, the effects from UV irrladiation were seen to be smaller, which means that ionic products from biomolecules degradation stabilize the intact DPPG molecules. This mechanism may explain why UV irradiation does not cause immediate cell collapse, thus providing time for the cellular machinery to repair elements damaged by UV.

From "Humanities and Computing" to "Digital Humanities": Digital Humanities in Portugal with a focus on Historical Research

In the following text I will develop three major aspects. The first is to draw attention to those who seem to have been the disciplinary fields where, despite everything, the Digital Humanities (in the broad perspective as will be regarded here) have asserted themselves in a more comprehensive manner. I think it is here that I run into greater risks, not only for what I have mentioned above, but certainly because a significant part, perhaps, of the achievements and of the researchers might have escaped the look that I sought to cast upon the past few decades, always influenced by my own experience and the work carried out in the field of History. But this can be considered as a work in progress and it is open to criticism and suggestions. A second point to note is that emphasis will be given to the main lines of development in the relationship between historical research and digital methodologies, resources and tools. Finally, I will try to make a brief analysis of what has been the Digital Humanities discourse appropriation in recent years, with very debatable data and methods for sure, because studies are still scarce and little systematic information is available that would allow to go beyond an introductory reflection.