Pathways Project Final Report Volume 1: Field Investigation and Catchment Conceptual Models

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Executive Summary
The Pathways Project field studies were targeted at improving the understanding of contaminant transport along different hydrological pathways in Irish catchments, including their associated impacts on water quality and river ecology. The contaminants of interest were phosphorus, nitrogen and sediment. The working Pathways conceptual model included overland flow, interflow, shallow groundwater flow, and deep groundwater flow. This research informed the development of a set of Catchment Management Support Tools (CMSTs) comprising an Exploratory Tool, Catchment Characterization Tool (CCT) and Catchment Modelling Tool (CMT) as outlined in Pathways Project Final Reports Volumes 3 and 4.
In order to inform the CMST, four suitable study catchments were selected following an extensive selection process, namely the Mattock catchment, Co. Louth/Meath; Gortinlieve catchment, Co. Donegal; Nuenna catchment, Co. Kilkenny and the Glen Burn catchment, Co. Down. The Nuenna catchment is well drained as it is underlain by a regionally important karstified limestone aquifer with permeable limestone tills and gravels, while the other three catchments are underlain by poorly productive aquifers and low permeability clayey tills, and are poorly drained.
All catchments were instrumented, and groundwater, surface and near-surface water and aquatic ecology were monitored for a period of two years. Intensive water quality sampling during rainfall events was used to investigate the pathways delivering nutrients. The proportion of flow along each pathway was determined using chemical and physical hydrograph separation techniques, supported by numerical modelling.
The outcome of the field studies broadly supported the use of the initial four-pathway conceptual model used in the Pathways CMT (time-variant model). The artificial drainage network was found to be a significant contributing pathway in the poorly drained catchments, at low flows and during peak flows in wet antecedent conditions. The transition zone (TZ), i.e. the broken up weathered zone at the top of the bedrock, was also found to be an important pathway. It was observed to operate in two contrasting hydrogeological scenarios: in groundwater discharge zones the TZ can be regarded as being part of the shallow groundwater pathway, whereas in groundwater recharge zones it behaves more like interflow.
In the catchments overlying poorly productive aquifers, only a few fractures or fracture zones were found to be hydraulically active and the TZ, where present, was the main groundwater pathway. In the karstified Nuenna catchment, the springs, which are linked to conduits as well as to a diffuse fracture network, delivered the majority of the flow. These findings confirm the two-component groundwater contribution from bedrock but suggest that the size and nature of the hydraulically active fractures and the nature of the TZ are the dominant factors at the scale of a stream flow event.
Diffuse sources of nitrate were found to be typically delivered via the subsurface pathways, especially in the TZ and land drains in the poorly productive aquifer catchments, and via the bedrock groundwater in the Nuenna. Phosphorus was primarily transported via overland flow in both particulate and soluble forms. Where preferential flow paths existed in the soil and subsoil, soluble P, and to a lesser extent particulate P, were also transported via the TZ and in drains and ditches. Arable land was found to be the most important land use for
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the delivery of sediment, although channel bank and in-stream sources were the most significant in the Glen Burn catchment. Overland flow was found to be the predominant transport sediment pathway in the poorly productive catchments. These findings informed the development of the transport and attenuation equations used in the CCT and CMT. From an assessment of the relationship between physico-chemical and biological conditions, it is suggested that in the Nuenna, Glen Burn and Gortinlieve catchments, a relationship may exist between biological water quality and nitrogen concentrations, as well as with P. In the Nuenna, there was also a relationship between macroinvertebrate status and alkalinity.
Further research is recommended on the transport and delivery of phosphorus in groundwater, the transport and attenuation dynamics in the TZ in different hydrogeological settings and the relationship between macroinvertebrates and co-limiting factors. High resolution temporal and spatial sampling was found to be important for constraining the conceptual understanding of nutrient and sediment dynamics which should also be considered in future studies.

Volatile terpenoids and C13 norisoprenoids in wines: development of rapid methods of analysis and evaluation of the sesquiterpenoids biological potential

Vitis vinifera L., the most widely cultivated fruit crop in the world, was the starting point for the development of this PhD thesis. This subject was exploited following on two actual trends: i) the development of rapid, simple, and high sensitive methodologies with minimal sample handling; and ii) the valuation of natural products as a source of compounds with potential health benefits. The target group of compounds under study were the volatile terpenoids (mono and sesquiterpenoids) and C13 norisoprenoids, since they may present biological impact, either from the sensorial point of view, as regards to the wine aroma, or by the beneficial properties for the human health. Two novel methodologies for quantification of C13 norisoprenoids in wines were developed. The first methodology, a rapid method, was based on the headspace solid-phase microextraction combined with gas chromatography-quadrupole mass spectrometry operating at selected ion monitoring mode (HS-SPME/GC-qMS-SIM), using GC conditions that allowed obtaining a C13 norisoprenoid volatile signature. It does not require any pre-treatment of the sample, and the C13 norisoprenoid composition of the wine was evaluated based on the chromatographic profile and specific m/z fragments, without complete chromatographic separation of its components. The second methodology, used as reference method, was based on the HS-SPME/GC-qMS-SIM, allowing the GC conditions for an adequate chromatographic resolution of wine components. For quantification purposes, external calibration curves were constructed with β-ionone, with regression coefficient (r2) of 0.9968 (RSD 12.51 %) and 0.9940 (RSD of 1.08 %) for the rapid method and for the reference method, respectively. Low detection limits (1.57 and 1.10 μg L-1) were observed. These methodologies were applied to seventeen white and red table wines. Two vitispirane isomers (158-1529 L-1) and 1,1,6-trimethyl-1,2-dihydronaphthalene (TDN) (6.42-39.45 μg L-1) were quantified. The data obtained for vitispirane isomers and TDN using the two methods were highly correlated (r2 of 0.9756 and 0.9630, respectively). A rapid methodology for the establishment of the varietal volatile profile of Vitis vinifera L. cv. 'Fernão-Pires' (FP) white wines by headspace solid-phase microextraction combined with comprehensive two-dimensional gas chromatography with time-of-flight mass spectrometry (HS-SPME/GCxGC-TOFMS) was developed. Monovarietal wines from different harvests, Appellations, and producers were analysed. The study was focused on the volatiles that seem to be significant to the varietal character, such as mono and sesquiterpenic compounds, and C13 norisoprenoids. Two-dimensional chromatographic spaces containing the varietal compounds using the m/z fragments 93, 121, 161, 175 and 204 were established as follows: 1tR = 255-575 s, 2tR = 0,424-1,840 s, for monoterpenoids, 1tR = 555-685 s, 2tR = 0,528-0,856 s, for C13 norisoprenoids, and 1tR = 695-950 s, 2tR = 0,520-0,960 s, for sesquiterpenic compounds. For the three chemical groups under study, from a total of 170 compounds, 45 were determined in all wines, allowing defining the "varietal volatile profile" of FP wine. Among these compounds, 15 were detected for the first time in FP wines. This study proposes a HS-SPME/GCxGC-TOFMS based methodology combined with classification-reference sample to be used for rapid assessment of varietal volatile profile of wines. This approach is very useful to eliminate the majority of the non-terpenic and non-C13 norisoprenic compounds, allowing the definition of a two-dimensional chromatographic space containing these compounds, simplifying the data compared to the original data, and reducing the time of analysis. The presence of sesquiterpenic compounds in Vitis vinifera L. related products, to which are assigned several biological properties, prompted us to investigate the antioxidant, antiproliferative and hepatoprotective activities of some sesquiterpenic compounds. Firstly, the antiradical capacity of trans,trans-farnesol, cis-nerolidol, α-humulene and guaiazulene was evaluated using chemical (DPPH• and hydroxyl radicals) and biological (Caco-2 cells) models. Guaiazulene (IC50= 0.73 mM) was the sesquiterpene with higher scavenger capacity against DPPH•, while trans,trans-farnesol (IC50= 1.81 mM) and cis-nerolidol (IC50= 1.48 mM) were more active towards hydroxyl radicals. All compounds, with the exception of α-humulene, at non-cytotoxic levels (≤ 1 mM), were able to protect Caco-2 cells from oxidative stress induced by tert-butyl hydroperoxide. The activity of the compounds under study was also evaluated as antiproliferative agents. Guaiazulene and cis-nerolidol were able to more effectively arrest the cell cycle in the S-phase than trans,trans-farnesol and α-humulene, being the last almost inactive. The relative hepatoprotection effect of fifteen sesquiterpenic compounds, presenting different chemical structures and commonly found in plants and plant-derived foods and beverages, was assessed. Endogenous lipid peroxidation and induced lipid peroxidation with tert-butyl hydroperoxide were evaluated in liver homogenates from Wistar rats. With the exception of α-humulene, all the sesquiterpenic compounds under study (1 mM) were effective in reducing the malonaldehyde levels in both endogenous and induced lipid peroxidation up to 35% and 70%, respectively. The developed 3D-QSAR models, relating the hepatoprotection activity with molecular properties, showed good fit (R2LOO > 0.819) with good prediction power (Q2 > 0.950 and SDEP < 2%) for both models. A network of effects associated with structural and chemical features of sesquiterpenic compounds such as shape, branching, symmetry, and presence of electronegative fragments, can modulate the hepatoprotective activity observed for these compounds. In conclusion, this study allowed the development of rapid and in-depth methods for the assessment of varietal volatile compounds that might have a positive impact on sensorial and health attributes related to Vitis vinifera L. These approaches can be extended to the analysis of other related food matrices, including grapes and musts, among others. In addition, the results of in vitro assays open a perspective for the promising use of the sesquiterpenic compounds, with similar chemical structures such as those studied in the present work, as antioxidants, hepatoprotective and antiproliferative agents, which meets the current challenges related to diseases of modern civilization.

On the assessment of time-shift variations from backscattered ultrasound for large temperature changes in biological phantoms

This work reports the assessment of time-shifts (TS) from backscattered ultrasound (BSU) signals when large temperature variations (up to 15 degrees C) were induced in a gel-based phantom. The results showed that during cooling temperature is linear with TS at a rate of approximately 74 ns/degrees C. However during a complete heating/cooling cycle, the relation is highly non-linear. This can be explained by the fact that during cooling the temperature distribution is more uniform. Another problem to report is that TS is very sensitive to external movements.

Design of neuro-fuzzy models by evolutionary and gradient-based algorithms

All systems found in nature exhibit, with different degrees, a nonlinear behavior. To emulate this behavior, classical systems identification techniques use, typically, linear models, for mathematical simplicity. Models inspired by biological principles (artificial neural networks) and linguistically motivated (fuzzy systems), due to their universal approximation property, are becoming alternatives to classical mathematical models. In systems identification, the design of this type of models is an iterative process, requiring, among other steps, the need to identify the model structure, as well as the estimation of the model parameters. This thesis addresses the applicability of gradient-basis algorithms for the parameter estimation phase, and the use of evolutionary algorithms for model structure selection, for the design of neuro-fuzzy systems, i.e., models that offer the transparency property found in fuzzy systems, but use, for their design, algorithms introduced in the context of neural networks. A new methodology, based on the minimization of the integral of the error, and exploiting the parameter separability property typically found in neuro-fuzzy systems, is proposed for parameter estimation. A recent evolutionary technique (bacterial algorithms), based on the natural phenomenon of microbial evolution, is combined with genetic programming, and the resulting algorithm, bacterial programming, advocated for structure determination. Different versions of this evolutionary technique are combined with gradient-based algorithms, solving problems found in fuzzy and neuro-fuzzy design, namely incorporation of a-priori knowledge, gradient algorithms initialization and model complexity reduction.

Biological membranes : biophysical properties and aquaporin function

Tese de doutoramento, Farmácia (Bioquímica), Universidade de Lisboa, Faculdade de Farmácia, 2014

Characterization of the toxic potential of nanomaterials using in vitro cell models

Os nanomateriais são estruturas com uma ou mais dimensões inferiores a 100 nanómetros. Devido à sua pequena dimensão, as nanopartículas apresentam atributos únicos, tais como a sua elevada área superficial relativamente à sua massa, reactividade ou força tênsil. Estas características influenciam grandemente algumas das propriedades dos nanomateriais, como a sua hidrofobicidade, carga ou toxicidade. As propriedades das nanopartículas tornam-nas também muito úteis para o Homem, sendo aplicadas em medicina, farmácia, electrónica, cosmética, vestuário e biotecnologia, entre outras. O aumento de produção e utilização de nanomateriais tem vindo a aumentar também a possibilidade de exposição humana a este tipo de partículas, levando a preocupações relativas ao risco de toxicidade aguda ou crónica. A exposição humana pode ocorrer por diversas vias, sendo as mais relevantes a via inalatória, ingestão ou contacto com a pele. Dependendo do material e do órgão-alvo, a exposição a nanomateriais pode conduzir a diferentes consequências biológicas: a nível dos órgãos, os nanomateriais podem levar a inflamação ou a supressão do sistema imunitário e, a nível celular e molecular, a perturbações na estrutura e integridade do genoma, assim como a interacções com moléculas biológicas e inibição da actividade proteica, entre outras consequências. Um dos nanomateriais mais utilizados são os nanotubos de carbono. Estes são constituídos por grafite cilíndrica disposta numa única camada (designados nanotubos de carbono de parede simples) ou em várias (nanotubos de carbono de parede múltipla). Os nanotubos de carbono apresentam propriedades como resistência e condutividade que os tornam muito úteis em aplicações como aparelhos electrónicos, vestuário ou biomedicina; cada vez mais, portanto, se torna provável a exposição ocupacional ou ambiental a este material. A semelhança estrutural destas partículas com fibras de amianto conduziu a questões relativas à sua segurança, pelo que já foram elaborados diversos estudos relativos aos seus efeitos biológicos. Alguns trabalhos sugerem que os nanotubos de carbono têm a capacidade de produzir toxicidade associada a lesões físicas, à produção de danos oxidativos por interacção com mecanismos celulares, ou a morte celular. Outros trabalhos defendem que estas partículas não causam toxicidade relevante. O projecto de dimensão europeia “NANoREG” surgiu da necessidade de ser desenvolvida legislação e regulamentação apoiadas em conhecimento científico e adequadas à produção e ao uso actual de nanomateriais. Este trabalho teve como objectivos principais a determinação do potencial cito- e genotóxico de um conjunto de nanotubos de carbono de parede múltipla (designados NM-400 a NM-403), e a consequente tentativa de associar este potencial às características físico-químicas dos nanomateriais. Com este objectivo, a exposição por via inalatória foi analisada, pelo uso de duas linhas celulares in vitro provenientes de tecidos do tracto respiratório: epitélio pulmonar (células A549) e epitélio brônquico (células BEAS-2B). A citotoxicidade dos nanotubos de carbono foi analisada com base em três parâmetros. Em primeiro lugar, as células foram contadas após a exposição aos nanomateriais utilizando o corante azul de tripanao para excluir as células inviáveis; a contagem foi realizada 3 e 24 horas após a exposição das células aos nanotubos. Os resultados deste ensaio apontam para a ausência de citotoxicidade após a exposição mais curta, e dados inconsistentes após a mais longa. Em segundo lugar, foi realizado o ensaio clonogénico, que se baseia na capacidade das células de se dividirem após a exposição ao agente em estudo. Este ensaio só foi realizado nas células A549 pois as BEAS-2B não permitem a formação de colónias. Os resultados apontam para uma citotoxicidade após a exposição a todos os nanomateriais, cuja intensidade se relaciona directamente com o tamanho das partículas, assim como ao seu diâmetro e área de superfície. Em terceiro lugar, foram calculados dois índices de viabilidade no ensaio dos Micronúcleos, cujo objectivo é avaliar se as células se dividiram durante a exposição aos nanomateriais em comparação com o controlo, e cujos resultados apresentam incoerências em relação aos outros já referidos. Estes dados podem ser justificados pelas diferenças existentes entre os ensaios, como o tempo de exposição ou a densidade celular. Os efeitos genotóxicos dos nanomateriais foram avaliados com recurso aos ensaios do cometa e dos micronúcleos. O primeiro detecta lesões pequenas e reversíveis nas cadeias de DNA, ao passo que o segundo detecta efeitos irreversíveis ao nível cromossómico, tais como quebras ou perdas de cromossomas. Os resultados do ensaio do cometa sugerem que nenhum dos nanomateriais testados é genotóxico, uma vez que em ambas as linhas celulares e em ambos os tempos de exposição, os resultados são negativos. O ensaio dos micronúcleos, por outro lado, aponta para existência de genotoxicidade de dois dos nanomateriais (NM-401 e NM-402) nas células A549, mas não em células BEAS-2B. Uma possível explicação para estes dados aparentemente contraditórios pode residir na hipótese de estes nanotubos de carbono serem compostos com efeitos aneugénicos, mas não clastogénicos: o ensaio dos micronúcleos permite a detecção de ambos os mecanismos de acção, ao passo que o ensaio do cometa só revela a quebra de cadeias de DNA. Outra justificação para os resultados é a possível influência da perda de viabilidade das células analisadas. Com base nos dados do ensaio clonogénico, estas partículas apresentam elevada citotoxicidade, pelo que os resultados dos ensaios de genotoxicidade, em particular do Ensaio do Cometa, poderão ser afectados por estes efeitos. O meio de cultura usado para expor as células aos nanomateriais também é um parâmetro muito relevante na sua toxicidade. Neste trabalho, foram usados meios de cultura com proteínas, que podem ser adsorvidas pelas partículas e formar uma “corona” em seu redor; este processo pode alterar propriedades importantes dos nanomateriais, entre os quais o seu potencial efeito biológico. Também o método usado para conseguir uma dispersão homogénea de nanomateriais pode conduzir a diferenças nos resultados dos ensaios de toxicidade. Neste estudo, foram observados alguns problemas relativos à perda de homogeneidade das dispersões de nanotubos de carbono, o que pode ter conduzido a que as células fossem expostas a massas de partículas de grandes dimensões conjuntamente com partículas individualizadas. O período durante o qual as células são expostas ao nanomaterial é também um aspecto essencial na produção de efeitos tóxicos. Resumindo, este projecto forneceu informações relativas à toxicidade dos nanotubos de carbono que, complementadas pelas conclusões dos restantes parceiros do projecto europeu, poderão contribuir significativamente para a avaliação de risco e criação de legislação relativamente à utilização de nanomateriais. Na linha celular BEAS-2B, nenhum destes nanomateriais parece produzir efeitos tóxicos, quer a nível de célula, quer a nível de genoma, nas condições experimentais utilizadas. Nas células A549, por outro lado, os três nanomateriais testados parecem ser acentuadamente citotóxicos, e dois deles (NM-401 e NM-402) são também genotóxicos. Em relação a perspectivas futuras, pode-se concluir que nem todos os ensaios de toxicidade existentes actualmente são adequados à análise de nanopartículas, pelo que novas metodologias devem ser desenvolvidas e complementadas por ensaios in vivo. Todos os estudos envolvendo nanomateriais deverão também descrever as características físico-químicas dos materiais usados, de forma a se poderem comparar os resultados com os de outros trabalhos.

Cobalt complexes with pyrazole ligands as catalyst precursors for the peroxidative oxidation of cyclohexane: Z-ray absorption spectroscopy studies and biological applications

[CoCl(-Cl)(Hpz(Ph))(3)](2) (1) and [CoCl2(Hpz(Ph))(4)] (2) were obtained by reaction of CoCl2 with HC(pz(Ph))(3) and Hpz(Ph), respectively (Hpz(Ph)=3-phenylpyrazole). The compounds were isolated as air-stable solids and fully characterized by IR and far-IR spectroscopy, MS(ESI+/-), elemental analysis, cyclic voltammetry (CV), controlled potential electrolysis, and single-crystal X-ray diffraction. Electrochemical studies showed that 1 and 2 undergo single-electron irreversible (CoCoIII)-Co-II oxidations and (CoCoI)-Co-II reductions at potentials measured by CV, which also allowed, in the case of dinuclear complex 1, the detection of electronic communication between the Co centers through the chloride bridging ligands. The electrochemical behavior of models of 1 and 2 were also investigated by density functional theory (DFT) methods, which indicated that the vertical oxidation of 1 and 2 (that before structural relaxation) affects mostly the chloride and pyrazolyl ligands, whereas adiabatic oxidation (that after the geometry relaxation) and reduction are mostly metal centered. Compounds 1 and 2 and, for comparative purposes, other related scorpionate and pyrazole cobalt complexes, exhibit catalytic activity for the peroxidative oxidation of cyclohexane to cyclohexanol and cyclohexanone under mild conditions (room temperature, aqueous H2O2). Insitu X-ray absorption spectroscopy studies indicated that the species derived from complexes 1 and 2 during the oxidation of cyclohexane (i.e., Ox-1 and Ox-2, respectively) are analogous and contain a Co-III site. Complex 2 showed low invitro cytotoxicity toward the HCT116 colorectal carcinoma and MCF7 breast adenocarcinoma cell lines.

Models for pheromone evaluation in Ant Systems for Mobile Ad-hoc networks

On a mobile ad-hoc network environment, where the resources are scarce, the knowledge about the network's link state is essential to optimize the routing procedures. This paper presents a study about different pheromone evaluation models and how they react to possible changes in traffic rate. Observing how the pheromone value on a link changes, it could be possible to identify certain patterns which can indicate the path status. For this study, the behavior of the Ant System evaluation model was compared with a Temporal Active Pheromone model (a biological approach) and a Progressive Pheromone Reduction model with and without a maximum pheromone limit.

Participatory Surveillance and Mathematical Models in Epidemiologic Research: Successes and Challenges

Theoretical epidemiology aims to understand the dynamics of diseases in populations and communities. Biological and behavioral processes are abstracted into mathematical formulations which aim to reproduce epidemiological observations. In this thesis a new system for the self-reporting of syndromic data — Influenzanet — is introduced and assessed. The system is currently being extended to address greater challenges of monitoring the health and well-being of tropical communities.(...)

The effect of key process operational conditions on enhanced biological phosphorus removal from wastewater

Enhanced biological phosphorus removal (EBPR) is the most economic and sustainable option used in wastewater treatment plants (WWTPs) for phosphorus removal. In this process it is important to control the competition between polyphosphate accumulating organisms (PAOs) and glycogen accumulating organisms (GAOs), since EBPR deterioration or failure can be related with the proliferation of GAOs over PAOs. This thesis is focused on the effect of operational conditions (volatile fatty acid (VFA) composition, dissolved oxygen (DO) concentration and organic carbon loading) on PAO and GAO metabolism. The knowledge about the effect of these operational conditions on EBPR metabolism is very important, since they represent key factors that impact WWTPs performance and sustainability. Substrate competition between the anaerobic uptake of acetate and propionate (the main VFAs present in WWTPs) was shown in this work to be a relevant factor affecting PAO metabolism, and a metabolic model was developed that successfully describes this effect. Interestingly, the aerobic metabolism of PAOs was not affected by different VFA compositions, since the aerobic kinetic parameters for phosphorus uptake, polyhydroxyalkanoates (PHAs) degradation and glycogen production were relatively independent of acetate or propionate concentration. This is very relevant for WWTPs, since it will simplify the calibration procedure for metabolic models, facilitating their use for full-scale systems. The DO concentration and aerobic hydraulic retention time (HRT) affected the PAO-GAO competition, where low DO levels or lower aerobic HRT was more favourable for PAOs than GAOs. Indeed, the oxygen affinity coefficient was significantly higher for GAOs than PAOs, showing that PAOs were far superior at scavenging for the often limited oxygen levels in WWTPs. The operation of WWTPs with low aeration is of high importance for full-scale systems, since it decreases the energetic costs and can potentially improve WWTP sustainability. Extended periods of low organic carbon load, which are the most common conditions that exist in full-scale WWTPs, also had an impact on PAO and GAO activity. GAOs exhibited a substantially higher biomass decay rate as compared to PAOs under these conditions, which revealed a higher survival capacity for PAOs, representing an advantage for PAOs in EBPR processes. This superior survival capacity of PAOs under conditions more closely resembling a full-scale environment was linked with their ability to maintain a residual level of PHA reserves for longer than GAOs, providing them with an effective energy source for aerobic maintenance processes. Overall, this work shows that each of these key operational conditions play an important role in the PAO-GAO competition and should be considered in WWTP models in order to improve EBPR processes.

Biological colonization on majolica glazed tiles: biodeterioration, bioreceptivity and mitigation strategies

The impact of microbial activity on the deterioration of cultural heritage is a well-recognized global problem. Glazed wall tiles constitute an important part of the worldwide cultural heritage. When exposed outdoors, biological colonization and consequently biodeterioration may occur. Few studies have dealt with this issue, as shown in the literature review on biodiversity, biodeterioration and bioreceptivity of architectural ceramic materials. Due to the lack of knowledge on the biodeteriogens affecting these assets, the characterization of microbial communities growing on Portuguese majolica glazed tiles, from Pena National Palace (Sintra, Portugal) and another from Casa da Pesca (Oeiras, Portugal) was carried out by culture and molecular biology techniques. Microbial communities were composed of microalgae, cyanobacteria, bacteria and fungi, including a new fungal species (Devriesia imbrexigena) described for the first time. Laboratory-based colonization experiments were performed to assess the biodeterioration patterns and bioreceptivity of glazed wall tiles produced in laboratory. Microorganisms previously identified on glazed tiles were inoculated on pristine and artificially aged tile models and incubated under laboratory conditions for 12 months. Phototrophic microorganisms were able to grow into glaze fissures and the tested fungus was able to form oxalates over the glaze. The bioreceptivity of artificially aged tiles was higher for phototrophic microorganisms than pristine tile models. A preliminary approach on mitigation strategies based on in situ application of commercial biocides and titanium dioxide (TiO2) nanoparticles on glazed tiles demonstrated that commercial biocides did not provide long term protection. In contrast, TiO2 treatment caused biofilm detachment. In addition, the use of TiO2 thin films on glazed wall tiles as a protective coating to prevent biological colonization was analysed under laboratorial conditions. Finally, conservation notes on tiles exposed to biological colonization were presented.

Modeling sequencing errors by combining Hidden Markov models.

Among the largest resources for biological sequence data is the large amount of expressed sequence tags (ESTs) available in public and proprietary databases. ESTs provide information on transcripts but for technical reasons they often contain sequencing errors. Therefore, when analyzing EST sequences computationally, such errors must be taken into account. Earlier attempts to model error prone coding regions have shown good performance in detecting and predicting these while correcting sequencing errors using codon usage frequencies. In the research presented here, we improve the detection of translation start and stop sites by integrating a more complex mRNA model with codon usage bias based error correction into one hidden Markov model (HMM), thus generalizing this error correction approach to more complex HMMs. We show that our method maintains the performance in detecting coding sequences.

The paracaspase MALT1: biological function and potential for therapeutic inhibition.

The paracaspase MALT1 has a central role in the activation of lymphocytes and other immune cells including myeloid cells, mast cells and NK cells. MALT1 activity is required not only for the immune response, but also for the development of natural Treg cells that keep the immune response in check. Exaggerated MALT1 activity has been associated with the development of lymphoid malignancies, and recently developed MALT1 inhibitors show promising anti-tumor effects in xenograft models of diffuse large B cell lymphoma. In this review, we provide an overview of the present understanding of MALT1's function, and discuss possibilities for its therapeutic targeting based on recently developed inhibitors and animal models.

Automatic Inference of Graph Models for Complex Networks with Genetic Programming

Complex networks can arise naturally and spontaneously from all things that act as a part of a larger system. From the patterns of socialization between people to the way biological systems organize themselves, complex networks are ubiquitous, but are currently poorly understood. A number of algorithms, designed by humans, have been proposed to describe the organizational behaviour of real-world networks. Consequently, breakthroughs in genetics, medicine, epidemiology, neuroscience, telecommunications and the social sciences have recently resulted. The algorithms, called graph models, represent significant human effort. Deriving accurate graph models is non-trivial, time-intensive, challenging and may only yield useful results for very specific phenomena. An automated approach can greatly reduce the human effort required and if effective, provide a valuable tool for understanding the large decentralized systems of interrelated things around us. To the best of the author's knowledge this thesis proposes the first method for the automatic inference of graph models for complex networks with varied properties, with and without community structure. Furthermore, to the best of the author's knowledge it is the first application of genetic programming for the automatic inference of graph models. The system and methodology was tested against benchmark data, and was shown to be capable of reproducing close approximations to well-known algorithms designed by humans. Furthermore, when used to infer a model for real biological data the resulting model was more representative than models currently used in the literature.

Elucidation of the biological roles of Wnt5a signaling in follicle development

La santé folliculaire est déterminée par un nombre de facteurs endocriniens, paracrines et autocrines. Les gonadotrophines hypophysaires sont les principaux moteurs du développement du follicule, mais leurs actions sont modulées localement par les hormones et des facteurs de croissance. Les glycoprotéines de la famille des WNTs représentent une grande famille de molécules impliquées dans différentes voies de signalisation. Ils sont sécrétés dans le but de moduler et coordonner la réponse des follicules aux gonadotrophines, et leurs activités sont indispensables à la fonction ovarienne et à la fertilité féminine. Les WNTs sont généralement classés en fonction de la (des) voie(s) qu’ils activent. Le rôle des membres de la voie canonique WNT et de ses composants tels que CTNNB1, WNT4, WNT2, FZD1 et FZD4 est bien établi au cours du développement du follicule chez les rongeurs. Un rôle similaire des WNTs dans les espèces mono-ovulatoires demeure essentiellement inconnu. De plus, le rôle des WNT non canoniques dans l'ovaire de rongeurs est méconnu. Les objectifs de cette thèse sont (1) d'élucider la régulation hormonale de l'expression de WNT5A et le rôle physiologique de WNT5A dans les cellules de la granulosa bovine in vitro et (2) d'identifier les rôles physiologiques de WNT5A dans l'ovaire de souris par inactivation génique conditionnelle. Chacun de ces objectifs a mené à la publication d’un article à partir des résultats obtenus au cours de cette thèse. Dans le premier article, le rôle de WNT5A dans les cellules de la granulosa bovine a été étudié in vitro. Nous avons constaté que WNT5A est un régulateur négatif de la stéroïdogenèse stimulée par la FSH issue des cellules de la granulosa, et qu'il agit en supprimant l'activité de signalisation des WNTs canoniques tout en induisant la voie de signalisation MAPK8/JUN. le deuxième article, afin d’examiner le rôle de deux WNTs non-canoniques, WNT5A et WNT11, à différents stades de développement folliculaire, nous avons généré des modèles de souris knock-out conditionnels ciblant les cellules de la granulosa pour chacun de ces WNTs. Les résultats obtenus ont permis de mettre en évidence que WNT5A est nécessaire pour assurer la fertilité normale chez la femelle, le développement folliculaire et la stéroïdogenèse ovarienne. Il est aussi un antagoniste de la réponse aux gonadotrophines, agissant par l’intermédiaire de la suppression de la signalisation canonique des WNTs. Chez les souris knock-out pour WNT11, nous ne constatons aucun défaut important dans la fertilité des femelles. L’ensemble de notre travail met en évidence que WNT5A est essentiel pour le développement normal du follicule et qu’il agit pour inhiber la différenciation des cellules de la granulosa. En résumé, nous avons fourni une étude novatrice et approfondie, utilisant plusieurs modèles et techniques pour déterminer les mécanismes par lesquels WNT5A régule le développement des follicules.