9 resultados para parametric identification
em Instituto Politécnico do Porto, Portugal
Resumo:
A doena de Machado-Joseph (DMJ) ou ataxia espinocerebelosa do tipo 3 (SCA3), conhecida por ser a mais comum das ataxias hereditrias dominantes em todo o mundo, uma doena neurodegenerativa autossmica dominante que leva a uma grande incapacidade motora, embora sem alterar o intelecto, culminando com a morte do doente. Atualmente no existe nenhum tratamento eficaz para esta doena. A DMJ resultado de uma alterao gentica causada pela expanso de uma sequncia poliglutamnica (poliQ), na regio C-terminal do gene que codifica a protena ataxina-3 (ATXN3). Os mecanismos celulares das doenas de poliglutaminas que provocam toxicidade, bem como a funo da ATXN3, no so ainda totalmente conhecidos. Neste trabalho, usamos, pela sua simplicidade e potencial gentico, um pequeno animal invertebrado, o nemtode C. elegans, com o objetivo de identificar frmacos eficazes para o combate contra a patognese da DMJ, analisando simultaneamente o seu efeito na agregao da ATXN3 mutante nas clulas neuronais in vivo e o seu impacto no comportamento motor dos animais. Este pequeno invertebrado proporciona grandes vantagens no estudo dos efeitos txicos de protenas poliQ nos neurnios, uma vez que a transparncia das suas 959 clulas (das quais 302 so neurnios) facilita a deteo de protenas fluorescentes in vivo. Para alm disso, esta espcie tem um ciclo de vida curto, econmica e de fcil manuteno. Neste trabalho testmos no nosso modelo transgnico da DMJ com 130Qs em C.elegans dois compostos potencialmente moduladores da agregao da ATXN3 mutante e da resultante disfuno neurolgica, atuando pela via da autofagia. De modo a validar a possvel importncia teraputica da ativao da autofagia os compostos candidatos escolhidos foram o Lito e o anlogo da Rapamicina CCI-779, testados independentemente e em combinao. A neuroproteo conferida pelo Lito e pelo CCI-779 independentemente sugere que o uso destes frmacos possa ser considerado uma boa estratgia como terapia para a DMJ, a testar em organismos evolutivamente mais prximos do humano. A manipulao da autofagia, segundo vrios autores, parece ser benfica e pode ser a chave para o desenvolvimento de novos tratamentos para vrias doenas relacionadas com a agregao proteica e o envelhecimento.
Resumo:
A famlia de protenas Shank o principal conjunto de proteinas de suporte e est localizada na densidade ps-sinptica das sinapses excitatrias. Existem 3 genes na famlia Shank, Shank1, Shank2 e Shank3 e so caracterizados por mltiplos domnios repetidos de anquirina prximo ao N-terminal seguido pelos domnios Src homologo 3 e PDZ, uma regio longa rica em prolina e um domnio de motivo estril prximo ao C-terminal. Shank protenas conectam duas subunidades de receptors glutamatrgicos, recetores NMDA e recetores metabotrpicos de glutamato do tipo-I (mGluRs). O domnio PDZ da Shank conecta-se ao C-terminal do GKAP e este, liga-se, ao complexo recetor PSD-95-NMDA. Por outro lado, a protena Homer interage com o domnio rico em prolina para confirmar a associao entre a protena Shank com o mGluR tipo-I. A protena especfica em estudo, Shank3, haploinsuficiente em pacientes com sindrome Phelan-McDermid devido delees no brao comprido do cromossoma 22 levando danos intelectuais, ausncia ou atraso no discurso, comportamentos semelhantes ao autismo, hipotonia e caractersticas dismrficas. Neste trabalho, investigamos o papel da Shank3 na funo sinptica para compreender a relao entre alteraes nesta protena e as caractersticas neurolgicas presente em Pacientes com sndrome Phelan-McDermid. Foram utilizados dois modelos diferentes, ratinhos knockout Shank3 e hiPSC de pacientes com PMS. Ratinhos geneticamente modificados so ferramentas uteis no estudo de genes e na compreenso dos mecanismos que experincias in vitro no so capazes de reproduzir, mas de maneira a compreender melhor as patologias humanas, decidimos trabalhar tambm com clulas humanas. Os fibroblastos dos pacientes com sndrome Phelan-McDermid fora reprogramados em hiPS cells, diferenciados em neurnios e comparados com os neurnios obtidos a partir de doadores saudavis e da mesma idade. A reprogramao em iPSC foi realizada por infeco de lentivirus com quatro genes de reprogramao OCT4, c-MYC, SOX2 e KFL4 para posteriormente serem diferenciados em neurnios, com cada passo sendo positivamente confirmado atravs de marcadores neuronais. Atravs dos neurnios diferenciados, analisamos a expresso de protenas sinpticas. Pacientes com haploinsuficiencia na protena Shank3 apresentam nveis elevados de protena mGluR5 e decrescidos de protena Homer sugerindo que a haploinsuficiencia leva a desregulao do complexo mGluR5-Homer-Shank3 conduzindo tambm, a defeitos na maturao sinptica. Assim, a expresso da protena mGluR5 est alterada nos pacientes com PMS podendo estar relacionada com defeitos encontrados na diferenciao neuronal e maturao sinptica observados nos neurnios de pacientes. Conclusivamente, iPS cells representam um modelo fundamental no estudo da protena Shank3 e a sua influncia no sindrome de Phelan-McDermid.
Resumo:
The impact of effluent wastewaters from four different hospitals: a university (1456 beds), a general (350 beds), a pediatric (110 beds) and a maternity hospital (96 beds), which are conveyed to the same wastewater treatment plant (WWTP), was evaluated in the receiving urban wastewaters. The occurrence of 78 pharmaceuticals belonging to several therapeutic classes was assessed in hospital effluents and WWTP wastewaters (influent and effluent) as well as the contribution of each hospital in WWTP influent in terms of pharmaceutical load. Results indicate that pharmaceuticals are widespread pollutants in both hospital and urban wastewaters. The contribution of hospitals to the input of pharmaceuticals in urban wastewaters widely varies, according to their dimension. The estimated total mass loadings were 306 g d 1 for the university hospital, 155 g d 1 for the general one, 14 g d 1 for the pediatric hospital and 1.5 g d 1 for the maternity hospital, showing that the biggest hospitals have a greater contribution to the total mass load of pharmaceuticals. Furthermore, analysis of individual contributions of each therapeutic group showed that NSAIDs, analgesics and antibiotics are among the groups with the highest inputs. Removal efficiency can go from over 90% for pharmaceuticals like acetaminophen and ibuprofen to not removal for -blockers and salbutamol. Total mass load of pharmaceuticals into receiving surface waters was estimated between 5 and 14 g/d/1000 inhabitants. Finally, the environmental risk posed by pharmaceuticals detected in hospital and WWTP effluents was assessed by means of hazard quotients toward different trophic levels (algae, daphnids and fish). Several pharmaceuticals present in the different matrices were identified as potentially hazardous to aquatic organisms, showing that especial attention should be paid to antibiotics such as ciprofloxacin, ofloxacin, sulfamethoxazole, azithromycin and clarithromycin, since their hazard quotients in WWTP effluent revealed that they could pose an ecotoxicological risk to algae.
Resumo:
The antioxidant activity and phenolic composition of brewer's spent grain (BSG) extracts obtained by microwave-assisted extraction from twomalt types (light and darkmalts) were investigated. The total phenolic content (TPC) and antioxidant activity among the light BSG extracts (pilsen, melano, melano 80 and carared)were significantly different (p b 0.05) compared to dark extracts (chocolate and black types), with the pilsen BSG showing higher TPC (20 1 mgGAE/g dry BSG). In addition, the antioxidant activity assessed by 2,2-diphenyl- 1-picrylhydrazyl, 2,2-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) and deoxyribose assays decreased as a result of increasing kilning temperatures in the following order: pilsen N melano N melano 80 N carared N chocolate N black. HPLC-DAD/ESI-MS/MS analysis indicated the presence of phenolic acids, such as ferulic, p-coumaric and syringic acids, as well as several isomeric ferulate dehydrodimers and one dehydrotrimer. Chocolate and black extracts, obtained frommalts submitted to the highest kilning temperatures, showed the lowest levels of ferulic and p-coumaric acids. These results suggested that BSG extracts from pilsen malt might be used as an inexpensive and good natural source of antioxidants with potential interest for the food, pharmaceutical and/or cosmetic industries after purification.
Resumo:
This study aimed to characterize air pollution and the associated carcinogenic risks of polycyclic aromatic hydrocarbon (PAHs) at an urban site, to identify possible emission sources of PAHs using several statistical methodologies, and to analyze the influence of other air pollutants and meteorological variables on PAH concentrations.The air quality and meteorological data were collected in Oporto, the second largest city of Portugal. Eighteen PAHs (the 16 PAHs considered by United States Environment Protection Agency (USEPA) as priority pollutants, dibenzo[a,l]pyrene, and benzo[j]fluoranthene) were collected daily for 24 h in air (gas phase and in particles) during 40 consecutive days in November and December 2008 by constant low-flow samplers and using polytetrafluoroethylene (PTFE) membrane filters for particulate (PM10 and PM2.5 bound) PAHs and pre-cleaned polyurethane foam plugs for gaseous compounds. The other monitored air pollutants were SO2, PM10, NO2, CO, and O3; the meteorological variables were temperature, relative humidity, wind speed, total precipitation, and solar radiation. Benzo[a]pyrene reached a mean concentration of 2.02 ngm3, surpassing the EU annual limit value. The target carcinogenic risks were equal than the health-based guideline level set by USEPA (106) at the studied site, with the cancer risks of eight PAHs reaching senior levels of 9.98107 in PM10 and 1.06106 in air. The applied statistical methods, correlation matrix, cluster analysis, and principal component analysis, were in agreement in the grouping of the PAHs. The groups were formed according to their chemical structure (number of rings), phase distribution, and emission sources. PAH diagnostic ratios were also calculated to evaluate the main emission sources. Diesel vehicular emissions were the major source of PAHs at the studied site. Besides that source, emissions from residential heating and oil refinery were identified to contribute to PAH levels at the respective area. Additionally, principal component regression indicated that SO2, NO2, PM10, CO, and solar radiation had positive correlation with PAHs concentrations, while O3, temperature, relative humidity, and wind speed were negatively correlated.
Resumo:
The demonstration proposal moves from the capabilities of a wireless biometric badge [4], which integrates a localization and tracking service along with an automatic personal identification mechanism, to show how a full system architecture is devised to enable the control of physical accesses to restricted areas. The system leverages on the availability of a novel IEEE 802.15.4/Zigbee Cluster Tree network model, on enhanced security levels and on the respect of all the users' privacy issues.
Resumo:
The self similar branching arrangement of the airways makes the respiratory system an ideal candidate for the application of fractional calculus theory. The fractal geometry is typically characterized by a recurrent structure. This study investigates the identification of a model for the respiratory tree by means of its electrical equivalent based on intrinsic morphology. Measurements were obtained from seven volunteers, in terms of their respiratory impedance by means of its complex representation for frequencies below 5 Hz. A parametric modeling is then applied to the complex valued data points. Since at low-frequency range the inertance is negligible, each airway branch is modeled by using gamma cell resistance and capacitance, the latter having a fractional-order constant phase element (CPE), which is identified from measurements. In addition, the complex impedance is also approximated by means of a model consisting of a lumped series resistance and a lumped fractional-order capacitance. The results reveal that both models characterize the data well, whereas the averaged CPE values are supraunitary and subunitary for the ladder network and the lumped model, respectively.
Resumo:
The electric utilities have large revenue losses annually due to commercial losses, which are caused mainly by fraud on the part of consumers and faulty meters. Automatic detection of such losses where there is a complex problem, given the large number of consumers and the high cost of each inspection, not to mention the wear of the relationship between company and consumer. Given the above, this paper aims to briefly present some methodologies applied by utilities to identify consumer frauds.
Resumo:
In this paper, we apply multidimensional scaling (MDS) and parametric similarity indices (PSI) in the analysis of complex systems (CS). Each CS is viewed as a dynamical system, exhibiting an output time-series to be interpreted as a manifestation of its behavior. We start by adopting a sliding window to sample the original data into several consecutive time periods. Second, we define a given PSI for tracking pieces of data. We then compare the windows for different values of the parameter, and we generate the corresponding MDS maps of points. Third, we use Procrustes analysis to linearly transform the MDS charts for maximum superposition and to build a global MDS map of shapes. This final plot captures the time evolution of the phenomena and is sensitive to the PSI adopted. The generalized correlation, the Minkowski distance and four entropy-based indices are tested. The proposed approach is applied to the Dow Jones Industrial Average stock market index and the Europe Brent Spot Price FOB time-series.