Framework for the semantic alignment of enterprise’s domain knowledge

Nowadays, the consumption of goods and services on the Internet are increasing in a constant motion. Small and Medium Enterprises (SMEs) mostly from the traditional industry sectors are usually make business in weak and fragile market sectors, where customized products and services prevail. To survive and compete in the actual markets they have to readjust their business strategies by creating new manufacturing processes and establishing new business networks through new technological approaches. In order to compete with big enterprises, these partnerships aim the sharing of resources, knowledge and strategies to boost the sector’s business consolidation through the creation of dynamic manufacturing networks. To facilitate such demand, it is proposed the development of a centralized information system, which allows enterprises to select and create dynamic manufacturing networks that would have the capability to monitor all the manufacturing process, including the assembly, packaging and distribution phases. Even the networking partners that come from the same area have multi and heterogeneous representations of the same knowledge, denoting their own view of the domain. Thus, different conceptual, semantic, and consequently, diverse lexically knowledge representations may occur in the network, causing non-transparent sharing of information and interoperability inconsistencies. The creation of a framework supported by a tool that in a flexible way would enable the identification, classification and resolution of such semantic heterogeneities is required. This tool will support the network in the semantic mapping establishments, to facilitate the various enterprises information systems integration.

Knowledge management framework based on brain models and human physiology

The life of humans and most living beings depend on sensation and perception for the best assessment of the surrounding world. Sensorial organs acquire a variety of stimuli that are interpreted and integrated in our brain for immediate use or stored in memory for later recall. Among the reasoning aspects, a person has to decide what to do with available information. Emotions are classifiers of collected information, assigning a personal meaning to objects, events and individuals, making part of our own identity. Emotions play a decisive role in cognitive processes as reasoning, decision and memory by assigning relevance to collected information. The access to pervasive computing devices, empowered by the ability to sense and perceive the world, provides new forms of acquiring and integrating information. But prior to data assessment on its usefulness, systems must capture and ensure that data is properly managed for diverse possible goals. Portable and wearable devices are now able to gather and store information, from the environment and from our body, using cloud based services and Internet connections. Systems limitations in handling sensorial data, compared with our sensorial capabilities constitute an identified problem. Another problem is the lack of interoperability between humans and devices, as they do not properly understand human’s emotional states and human needs. Addressing those problems is a motivation for the present research work. The mission hereby assumed is to include sensorial and physiological data into a Framework that will be able to manage collected data towards human cognitive functions, supported by a new data model. By learning from selected human functional and behavioural models and reasoning over collected data, the Framework aims at providing evaluation on a person’s emotional state, for empowering human centric applications, along with the capability of storing episodic information on a person’s life with physiologic indicators on emotional states to be used by new generation applications.

Development of process control strategies exploiting knowledge from systems biology: application to MDCK suspension cells

Madine Darby Canine Kidney (MDCK) cell lines have been extensively evaluated for their potential as host cells for influenza vaccine production. Recent studies allowed the cultivation of these cells in a fully defined medium and in suspension. However, reaching high cell densities in animal cell cultures still remains a challenge. To address this shortcoming, a combined methodology allied with knowledge from systems biology was reported to study the impact of the cell environment on the flux distribution. An optimization of the medium composition was proposed for both a batch and a continuous system in order to reach higher cell densities. To obtain insight into the metabolic activity of these cells, a detailed metabolic model previously developed by Wahl A. et. al was used. The experimental data of four cultivations of MDCK suspension cells, grown under different conditions and used in this work came from the Max Planck Institute, Magdeburg, Germany. Classical metabolic flux analysis (MFA) was used to estimate the intracellular flux distribution of each cultivation and then combined with partial least squares (PLS) method to establish a link between the estimated metabolic state and the cell environment. The validation of the MFA model was made and its consistency checked. The resulted PLS model explained almost 70% of the variance present in the flux distribution. The medium optimization for the continuous system and for the batch system resulted in higher biomass growth rates than the ones obtained experimentally, 0.034 h-1 and 0.030 h-1, respectively, thus reducing in almost 10 hours the duplication time. Additionally, the optimal medium obtained for the continuous system almost did not consider pyruvate. Overall the proposed methodology seems to be effective and both proposed medium optimizations seem to be promising to reach high cell densities.

Primary cilia and the regulation of hedgehog signaling: link to cardiac development

RESUMO: As células eucarióticas evoluíram um sistema de sinalização complexo que lhes permite responder aos sinais extracelulares e intracelulares. Desta forma, as vias de sinalização são essenciais para a sobrevivência da célula e do organismo, uma vez que regulam processos fundamentais, tais como o desenvolvimento, o crescimento, a imunidade, e a homeostase dos tecidos. A via de transdução de sinal Hedgehog (Hh) envolve o receptor Patched1 (Ptch1), que tem um efeito inibidor sobre a proteína Smoothened (Smo) na ausência dos seus ligandos, as proteínas Sonic hedgehog (Shh). Estas proteínas são reguladores fundamentais do desenvolvimento embrionário, como ilustrado pelas malformações drásticas observadas em embriões humanos e de murganho com perturbações da transdução de sinal da via Hh e que incluem polidactilia, defeitos craniofaciais e malformações ósseas. Igualmente importantes são as consequências da ativação inapropriada da via de sinalização Hh na formação de tumores. Curiosamente, os componentes desta via localizam-se nos cílios primários. Além disso, demonstrou-se que esta localização é crucial para a sinalização através da via Hh. Na presença dos ligandos, Ptch1 é internalizado e destinado a degradação ou sequestrado num compartimento da célula de onde não pode desempenhar o seu papel inibitório. A proteína Arl13b é uma pequena GTPase pertencente à família Arf/Arl da superfamília Ras de pequenas GTPases e foi implicada no síndrome de Joubert, uma ciliopatia caracterizada por ataxia congénita cerebelar, hipotonia, atrso mental e cardiopatia congénita. Murganhos deficientes para Arl13b, chamado hennin (hnn) morrem morrem prematuramente ao dia 13,5 de gestação (E13,5) e exibem anomalias morfológicas nos cílios que levam à interrupção da sinalização Hh. Além disso, a Arl13b está diretamente envolvida na regulação da via Hh, controlando a localização de vários componentes desta via nos cílios primários. Neste trabalho, mostramos que a Arl13b se localiza em circular dorsal ruffles (CDRs), que são estruturas de actina envolvidas em macropinocitose e internalização de recetores, e que regula a sua formação. Além disso, aprofundámos o conhecimento do processo de ativação da via de sinalização Hh, mostrando que as CDRs sequestram seletivamente e internalizam o recetor Ptch1. As CDRs formam-se minutos após ativação da via por ligandos Shh ou pelo agonista de Smo SAG e continuam a ser formadas a partir daí, sugerindo uma indução contínua da reorganização do citoesqueleto de actina quando a via está ativada. Observámos ainda que a inibição da formação de CDRs através do silenciamento de WAVE1, uma proteína necessária para a formação destas estruturas, resulta na diminuição da ativação da via de sinalização Hh. Além disso, o bloqueio da macropinocitose, que se segue ao fecho das CDRs, através do silenciamento de uma proteína necessária para a cisão de macropinossomas, nomeadamente a proteína BARS, tem um efeito semelhante. Estes resultados sugerem que as CDRs e a macropinocitose são necessárias para a ativação da via de sinalização Hh e indicam que esta via de internalização controla os níveis de sinal Hh. Durante o desenvolvimento, as células proliferativas dependem do cílio primário para a transdução de várias vias de sinalização. A via Hh induz a diferenciação do músculo cardíaco. Por conseguinte, os murganhos deficientes na via de sinalização Hh exibem uma variedade de defeitos de lateralidade, incluindo alteração do looping do coração, como pode ser visto em murganhos deficientes para Arl13b. Por conseguinte, investigámos o papel da Arl13b no desenvolvimento do coração. Mostramos que a Arl13b é altamente expressa no coração de embriões de murganho e de murganhos adultos ao nível do mRNA e da proteína. Além disso, o perfil de distribuição da Arl13b no coração segue o dos cílios primários, que são essenciais para o desenvolvimento cardíaco. Corações de murganhos hnn no estadio E12,5 mostram um canal átrio-ventricular aberto, espessamento da camada compacta ventricular e aumento do índice mitótico no ventrículo esquerdo. Além disso, um atraso de 1 a 2 dias no desenvolvimento é observado em corações de murganhos hnn, quando comparados com controlos selvagens no estadio E13,5. Assim, estes resultados sugerem que a Arl13b é necessária para o desenvolvimento embrionário do coração e que defeitos cardíacos podem contribuir para a letalidade embrionária de murganhos hnn. Em suma, foi estabelecido um novo mecanismo para a regulação dos níveis de superfície do recetor Ptch1, que envolve a remodelação do citoesqueleto de actina e a formação de CDRs após a ativação da via de sinalização Hh. Este mecanismo permite um feedback negativo que evita a repressão excessiva da via através da remoção de Ptch1 da superfície da célula. Além disso, determinou-se que uma mutação de perda de função na Arl13b causa defeitos cardíacos durante o desenvolvimento, possivelmente relacionados com a associação dos defeitos em cílios primários e na sinalização Hh, existentes em murganhos deficientes para Arl13b. A via de sinalização Hh tem tido um papel central entre as vias de sinalização, uma vez que a sua regulação é crucial para o funcionamento apropriada da célula. Assim, a descoberta de um novo mecanismo de tráfego através de macropinocitose e CDRs que controla a ativação e repressão da via de sinalização Hh traz novas perspetivas de como esta via pode ser regulada e pode ainda conduzir à identificação de novos alvos e estratégias terapêuticas. --------------------ABSTRACT: Eukaryotic cells have evolved a complex signaling system that allows them to respond to extracellular and intracellular cues. Signaling pathways are essential for cell and organism survival, since they regulate fundamental processes such as development, growth, immunity, and tissue homeostasis. The Hedgehog (Hh) pathway of signal transduction involves the receptor Patched1 (Ptch1), which has an inhibitory effect on Smoothened (Smo) in the absence of its ligands, the Sonic hedgehog (Shh) proteins. These proteins are fundamental regulators of embryonic development, as illustrated by the dramatic malformations seen in human and mouse embryos with perturbed Hh signal transduction that include polydactyly, craniofacial defects and skeletal malformations. Equally important are the consequences of inappropriate activation of the Hh signaling response in tumor formation. Interestingly, the components of this pathway localize to primary cilia. Moreover, it has been shown that this localization is crucial for Hh signaling. However, in the presence of the ligands, Ptch1 is internalized and destined for degradation or sequestered in a cell compartment where it no longer can play its inhibitory role. ADP-ribosylation factor-like (Arl) 13b, a small GTPase belonging to Arf/Arl family of the Ras superfamily of small GTPases has been implicated in Joubert syndrome, a ciliopathy characterized by congenital cerebellar ataxia, hypotonia, intellectual disability and congenital heart disease. Arl13b-deficient mice, called hennin (hnn) die at embryonic day 13.5 (E13.5) and display morphological abnormalities in primary cilia that lead to the disruption of Hh signaling. Furthermore, Arl13b is directly involved in the regulation of Hh signaling by controlling the localization of several components of this pathway to primary cilia. Here, we show that Arl13b localizes to and regulates the formation of circular dorsal rufles (CDRs), which are actin-basedstructures known to be involved in macropinocytosis and receptor internalization. Additionally, we extended the knowledge of the Hh signaling activation process by showing that CDRs selectively sequester and internalize Ptch1 receptors. CDRs are formed minutes after Hh activation by Shh ligands or the Smo agonist SAG and keep being formed thereafter, suggesting a continuous induction of actin reorganization when the pathway is switched on. Importantly, we observed that disruption of CDRs by silencing WAVE1, a protein required for CDR formation, results in down-regulation of Hh signaling activation. Moreover, the blockade of macropinocytosis, which follows CDR closure, through silencing of a protein necessary for the fission of macropinosomes, namely BARS has a similar effect. These results suggest that CDRs and macropinocytosis are necessary for activation of Hh signaling and indicate that this pathway of internalization controls Hh signal levels. During development, proliferating cells rely on the primary cilium for the transduction of several signaling pathways. Hh induces the differentiation of cardiac muscle. Accordingly, Hh-deficient mice display a variety of laterality defects, including alteration of heart looping, as seen in Arl13b-deficient mice. Therefore, we investigated the role of Arl13b in heart development. We show that Arl13b is highly expressed in the heart of both embryonic and adult mice at mRNA and protein levels. Also, Arl13b localization profile mimics that of primary cilia, which have been shown to be essential to early heart development. E12.5 hnn hearts show an open atrioventricular channel, increased thickening of the ventricular compact layer and increased mitotic index in the left ventricle. Moreover, a delay of 1 to 2 days in development is observed in hnn hearts, when compared to wild-type controls at E13.5. Hence, these results suggest that Arl13b is necessary for embryonic heart development and that cardiac defects might contribute to the embryonic lethality of hnn mice. Altogether, we established a novel mechanism for the regulation of Ptch1 surface levels, involving cytoskeleton remodeling and CDR formation upon Hh signaling activation. This mechanism allows a negative feedback loop that prevents excessive repression of the pathway by removing Ptch1 from the cell surface. Additionally, we determined that the Arl13b loss-offunction mutation causes cardiac defects during development, possibly related to the associated ciliary and Hh signaling defects found in Arl13b-deficient mice. Hh signaling has taken a center stage among the signaling pathways since its regulation is crucial for the appropriate output and function of the cell. Hence, the finding of a novel trafficking mechanism through CDRs and macropinocytosis that controls Hh signaling activation and repression brings new insights to how this pathway can be regulated and can lead to the discovery of novel therapeutic targets and strategies.

The World Health Organization Multi-Professional Patient Safety Curriculum : implementation of key modules and its impact on patient safety knowledge, skills, and attitudes of medical students at the University of Algarve

ABSTRACT - Objectives: We attempted to show how the implementation of the key elements of the World Health Organization Patient Safety Curriculum Guide Multi-professional Edition in an undergraduate curriculum affected the knowledge, skills, and attitudes towards patient safety in a graduate entry Portuguese Medical School. Methods: After receiving formal recognition by the WHO as a Complementary Test Site and approval of the organizational ethics committee , the validated pre-course questionnaires measuring the knowledge, skills, and attitudes to patient safety were administered to the 2nd and3rd year students pursuing a four-year course (N = 46). The key modules of the curriculum were implemented over the academic year by employing a variety of learning strategies including expert lecturers, small group problem-based teaching sessions, and Simulation Laboratory sessions. The identical questionnaires were then administered and the impact was measured. The Curriculum Guide was evaluated as a health education tool in this context. Results: A significant number of the respondents, 47 % (n = 22), reported having received some form of prior patient safety training. The effect on Patient Safety Knowledge was assessed by using the percentage of correct pre- and post-course answers to construct 2 × 2 contingency tables and by applying Fishers’ test (two-tailed). No significant differences were detected (p < 0.05). To assess the effect of the intervention on Patient Safety skills and attitudes, the mean and standard deviation were calculated for the pre and post-course responses, and independent samples were subjected to Mann-Whitney’s test. The attitudinal survey indicated a very high baseline incidence of desirable attitudes and skills toward patient safety. Significant changes were detected (p < 0.05) regarding what should happen if an error is made (p = 0.016), the role of healthcare organizations in error reporting (p = 0.006), and the extent of medical error (p = 0.005). Conclusions: The implementation of selected modules of the WHO Patient Safety Curriculum was associated with a number of positive changes regarding patient safety skills and attitudes, with a baseline incidence of highly desirable patient safety attitudes, but no measureable change on the patient safety knowledge, at the University of Algarve Medical School. The significance of these results is discussed along with implications and suggestions for future research.

An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction

In recent years a set of production paradigms were proposed in order to capacitate manufacturers to meet the new market requirements, such as the shift in demand for highly customized products resulting in a shorter product life cycle, rather than the traditional mass production standardized consumables. These new paradigms advocate solutions capable of facing these requirements, empowering manufacturing systems with a high capacity to adapt along with elevated flexibility and robustness in order to deal with disturbances, like unexpected orders or malfunctions. Evolvable Production Systems propose a solution based on the usage of modularity and self-organization with a fine granularity level, supporting pluggability and in this way allowing companies to add and/or remove components during execution without any extra re-programming effort. However, current monitoring software was not designed to fully support these characteristics, being commonly based on centralized SCADA systems, incapable of re-adapting during execution to the unexpected plugging/unplugging of devices nor changes in the entire system’s topology. Considering these aspects, the work developed for this thesis encompasses a fully distributed agent-based architecture, capable of performing knowledge extraction at different levels of abstraction without sacrificing the capacity to add and/or remove monitoring entities, responsible for data extraction and analysis, during runtime.

Towards a knowledge society

Economies are moving towards competitive stadiums based on knowledge and innovation. The changing environment and the level of globalization demand important efforts in order to sustain competitive advantages. Portugal has experienced a remarkable evolution since its adhesion to the European Union in several fields: economic development, Research & Development (R&D) consolidation, health parameters and social cohesion. As other developed economies, Portugal started its journey towards a knowledge-based economy and has been consolidating an innovation system during the last 35 years. The following report aims to analyze the evolution of a system since its creation to its last transformation within a globalized context. Challenges such as the lack of maturity of the system, the economic crisis, the European paradox, and closing the gap with other European countries are addressed in the next chapters. Likewise, recommendations on these points are provided by the end of the report as potential solutions.