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No. of bitstreams: 1 DissSATM.pdf: 3079104 bytes, checksum: 51b46ffeb4387370e30fb92e31771606 (MD5) Previous issue date: 2015-10-16 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) / Latterly, the development of data mining techniques has emerged in many applications’ fields with aim at analyzing large volumes of data which may be simple and / or complex. The logistics of transport, the railway setor in particular, is a sector with such a characteristic in that the data available in are of varied natures (classic variables such as top speed or type of train, symbolic variables such as the set of routes traveled by train, degree of tack, etc.). As part of this dissertation, one addresses the problem of classification and prediction of heterogeneous data; it is proposed to study through two main approaches. First, an automatic classification approach was implemented based on classification tree technique, which also allows new data to be efficiently integrated into partitions initialized beforehand. The second contribution of this work concerns the analysis of sequence data. It has been proposed to combine the above classification method with Markov models for obtaining a time series (temporal sequences) partition in homogeneous and significant groups based on probabilities. The resulting model offers good interpretation of classes built and allows us to estimate the evolution of the sequences of a particular vehicle. Both approaches were then applied onto real data from the a Brazilian railway information system company in the spirit of supporting the strategic management of planning and coherent prediction. This work is to initially provide a thinner type of planning to solve the problems associated with the existing classification in homogeneous circulations groups. Second, it sought to define a typology of train paths (sucession traffic of the same train) in order to provide or predict the next movement of statistical characteristics of a train carrying the same route. The general methodology provides a supportive environment for decision-making to monitor and control the planning organization. Thereby, a formula with two variants was proposed to calculate the adhesion degree between the track effectively carried out or being carried out with the planned one. / Nos últimos anos aflorou o desenvolvimento de técnicas de mineração de dados em muitos domínios de aplicação com finalidade de analisar grandes volumes de dados, os quais podendo ser simples e/ou complexos. A logística de transporte, o setor ferroviário em particular, é uma área com tal característica em que os dados disponíveis são muitos e de variadas naturezas (variáveis clássicas como velocidade máxima ou tipo de trem, variáveis simbólicas como o conjunto de vias percorridas pelo trem, etc). Como parte desta dissertação, aborda-se o problema de classificação e previsão de dados heterogêneos, propõe-se estudar através de duas abordagens principais. Primeiramente, foi utilizada uma abordagem de classificação automática com base na técnica por ´arvore de classificação, a qual também permite que novos dados sejam eficientemente integradas nas partições inicial. A segunda contribuição deste trabalho diz respeito à análise de dados sequenciais. Propôs-se a combinar o método de classificação anterior com modelos de Markov para obter uma participação de sequências temporais em grupos homogêneos e significativos com base nas probabilidades. O modelo resultante oferece uma boa interpretação das classes construídas e permite estimar a evolução das sequências de um determinado veículo. Ambas as abordagens foram então aplicadas nos dados do sistema de informação ferroviário, no espírito de dar apoio à gestão estratégica de planejamentos e previsões aderentes. Este trabalho consiste em fornecer inicialmente uma tipologia mais fina de planejamento para resolver os problemas associados com a classificação existente em grupos de circulações homogêneos. Em segundo lugar, buscou-se definir uma tipologia de trajetórias de trens (sucessão de circulações de um mesmo trem) para assim fornecer ou prever características estatísticas da próxima circulação mais provável de um trem realizando o mesmo percurso. A metodologia geral proporciona um ambiente de apoio à decisão para o monitoramento e controle da organização de planejamento. Deste fato, uma fórmula com duas variantes foi proposta para calcular o grau de aderência entre a trajetória efetivamente realizada ou em curso de realização com o planejado.

MSCAGR (Plant Production) / Department of Plant Production / See the attached abstract below

No / Mammalian glycogen synthase kinase-3 (GSK3) is generated from two genes, GSK3alpha and GSK3beta, while a splice variant of GSK3beta (GSK3beta2), containing a 13 amino acid insert, is enriched in neurons. GSK3alpha and GSK3beta deletions generate distinct phenotypes. Here, we show that phosphorylation of CRMP2, CRMP4, beta-catenin, c-Myc, c-Jun and some residues on tau associated with Alzheimer's disease, is altered in cortical tissue lacking both isoforms of GSK3. This confirms that they are physiological targets for GSK3. However, deletion of each GSK3 isoform produces distinct substrate phosphorylation, indicating that each has a different spectrum of substrates (e.g. phosphorylation of Thr509, Thr514 and Ser518 of CRMP is not detectable in cortex lacking GSK3beta, yet normal in cortex lacking GSK3alpha). Furthermore, the neuron-enriched GSK3beta2 variant phosphorylates phospho-glycogen synthase 2 peptide, CRMP2 (Thr509/514), CRMP4 (Thr509), Inhibitor-2 (Thr72) and tau (Ser396), at a lower rate than GSK3beta1. In contrast phosphorylation of c-Myc and c-Jun is equivalent for each GSK3beta isoform, providing evidence that differential substrate phosphorylation is achieved through alterations in expression and splicing of the GSK3 gene. Finally, each GSK3beta splice variant is phosphorylated to a similar extent at the regulatory sites, Ser9 and Tyr216, and exhibit identical sensitivities to the ATP competitive inhibitor CT99021, suggesting upstream regulation and ATP binding properties of GSK3beta1 and GSK3beta2 are similar.

No / Retinal dystrophies are an overlapping group of genetically heterogeneous conditions resulting from mutations in more than 250 genes. Here we describe five families affected by an adult-onset retinal dystrophy with early macular involvement and associated central visual loss in the third or fourth decade of life. Affected individuals were found to harbor disease-causing variants in DRAM2 (DNA-damage regulated autophagy modulator protein 2). Homozygosity mapping and exome sequencing in a large, consanguineous British family of Pakistani origin revealed a homozygous frameshift variant (c.140delG [p.Gly47Valfs∗3]) in nine affected family members. Sanger sequencing of DRAM2 in 322 unrelated probands with retinal dystrophy revealed one European subject with compound heterozygous DRAM2 changes (c.494G>A [p.Trp165∗] and c.131G>A [p.Ser44Asn]). Inspection of previously generated exome sequencing data in unsolved retinal dystrophy cases identified a homozygous variant in an individual of Indian origin (c.64_66del [p.Ala22del]). Independently, a gene-based case-control association study was conducted via an exome sequencing dataset of 18 phenotypically similar case subjects and 1,917 control subjects. Using a recessive model and a binomial test for rare, presumed biallelic, variants, we found DRAM2 to be the most statistically enriched gene; one subject was a homozygote (c.362A>T [p.His121Leu]) and another a compound heterozygote (c.79T>C [p.Tyr27His] and c.217_225del [p.Val73_Tyr75del]). DRAM2 encodes a transmembrane lysosomal protein thought to play a role in the initiation of autophagy. Immunohistochemical analysis showed DRAM2 localization to photoreceptor inner segments and to the apical surface of retinal pigment epithelial cells where it might be involved in the process of photoreceptor renewal and recycling to preserve visual function.

Mapeamento dos subsítios de α-amilase de Xanthomonas axonopodis pv. Citri envolvidos na interação com o substrato A família das enzimas α-amilases é um modelo experimental interessante para o estudo das interações entre os aminoácidos e seus ligantes, já que estas enzimas apresentam especificidade variável, são frequentemente alvos de estudos por mutagênese e há estruturas cristalinas disponíveis para alguns membros da família. A proposta deste trabalho foi o mapear subsítios da α-amilase de Xanthomonas axonopodis pv. citri (AXA) envolvidos na interação com substratos, através de comparações estruturais, mutagêneses sítio-dirigidas, análises de parâmetros cinéticos sobre amido e do padrão de clivagem sobre p-nitrofenil malto-oligossacarideos (PNPG7, PNPG5, PNPG4). Foi criado um modelo estrutural para AXA a partir da estrutura tridimensional da α-amilase de Alteromonas haloplanctis (Aghajari et al., 1998). O modelo de AXA foi sobreposto na estrutura da α-amilase pancreática de porco (Qian et al., 1994) e 11 resíduos foram selecionados e mutados para alanina. As α-amilases recombinantes mutantes e selvagem foram secretadas pela levedura Pichia pastoris GS115, apresentando uma massa molecular aparente de 45 kDa. Todos os mutantes analisados reduziram em maior ou menor grau a atividade catalítica da enzima sobre amido e p-nitrofenil maltooligossacarideos. Mutações dos resíduos H88, F136, D196, E223, D295 e N299, deletaram a atividade enzimática, indicando que suas cadeias laterais são essenciais para o desempenho catalítico da enzima. As análises cinéticas e estruturais sugerem fortemente que D196, E223 e D295 são os resíduos catalíticos. Substituições das cadeias laterais de C157, H200, G227, T230 e H294 reduziram a eficiência catalítica (kcat/Km) da α-amilase sobre o substrato amido para, respectivamente, 28%, 41%, 84%, 81% e 51%. As mutações em G227 e T230 foram menos importantes para a atividade da enzima e afinidade pelo amido, entretanto, estes resíduos mostraram-se importantes para a estabilização de complexos com substratos curtos (pNPG4). Os resultados indicam que o sítio ativo de AXA é formado por, no mínimo, seis subsítios. As interações dos anéis de glicose com os subsítios +2 e -2 são favorecidas em relação às interações nos subsítios -3 e +3, respectivamente, e a interação do anel de glicose no subsítio -3 é favorecida em relação à interação no subsítio +3. A enzima selvagem diva preferencialmente a terceira ligação glicosídica de p-nitrofenil maltooligossacarideos. Como produtos de hidrólise a enzima libera maltopentaose, maltotetraose, maltotriose, maltose e glicose. / The α-amylase family is an interesting group for structure/function relationship investigation, as this family exhibits a variable deavage patterm, several crystal structures are available, and its members were studied by mutagenesis. The aim of this study was the mapping of Xanthomonas axonopodis pv. Citri α-amylase (AXA) subsites involved in substrate binding, using structural comparison, site-directed mutagenesis and lcinetics analyses. A structural model for AXA was created from the three-dimensional structure of the α-amylase from Alteromonas haloplanctis (Aghajari et al., 1998). This model was superimposed on the structure ofthe pig pancreatic α-amylase, PPA (Qian et. al., 1994), and 11 residues were selected and changed to alanine. Wild type and mutant AXA were secreted by Pichia pastoris strain GS115 cells and showed apparent molecular mass of 45 kDa. All mutants have reduced α-amylase activity on starch and 4-nitrophenyl maltooligosaccharides (pNPG7, PNPG5 and PNPG4) at different levels. Mutation of residues H88, F136, D196, E223, D295 and N299 indicate their essential role by complete loss of activity. Kinetic and structural analyses strongly suggested that D196, E223 and D295 are the catalytic residues. The substitution of the side chain of C157, H200, G227, T230 and H294 reduced the catalytic efficiency (kcat/Km) of α-amylase on starch to respectively 28%, 41%, 84%, 81% and 51%. Although G227 and T230 were not much important for activity and binding on starch, these residues were important for stabilization of complexes with short substrates (PNPG4). The results indicate that AXA\'s active site is composed of at least six sugar binding subsites. The binding of the glucoses at subsites +2 and -2 are favored against binding at subsites -3 and +3, respectively. The binding of glucose at subsite -3 is favored against binding at subsite +3. The wild type enzyme primarily hydrolyzes the third glucosidic bond in PNPG7, PNPG5 and PNPG4 and the products of hydrolysis were maltopentaose, maltotetraose, maltotriose, maltose and glucose.

Thesis (Ph. D.)--Uniformed Services University of the Health Sciences, 2005. / Typescript (photocopy).

Mapeamento dos subsítios de α-amilase de Xanthomonas axonopodis pv. Citri envolvidos na interação com o substrato A família das enzimas α-amilases é um modelo experimental interessante para o estudo das interações entre os aminoácidos e seus ligantes, já que estas enzimas apresentam especificidade variável, são frequentemente alvos de estudos por mutagênese e há estruturas cristalinas disponíveis para alguns membros da família. A proposta deste trabalho foi o mapear subsítios da α-amilase de Xanthomonas axonopodis pv. citri (AXA) envolvidos na interação com substratos, através de comparações estruturais, mutagêneses sítio-dirigidas, análises de parâmetros cinéticos sobre amido e do padrão de clivagem sobre p-nitrofenil malto-oligossacarideos (PNPG7, PNPG5, PNPG4). Foi criado um modelo estrutural para AXA a partir da estrutura tridimensional da α-amilase de Alteromonas haloplanctis (Aghajari et al., 1998). O modelo de AXA foi sobreposto na estrutura da α-amilase pancreática de porco (Qian et al., 1994) e 11 resíduos foram selecionados e mutados para alanina. As α-amilases recombinantes mutantes e selvagem foram secretadas pela levedura Pichia pastoris GS115, apresentando uma massa molecular aparente de 45 kDa. Todos os mutantes analisados reduziram em maior ou menor grau a atividade catalítica da enzima sobre amido e p-nitrofenil maltooligossacarideos. Mutações dos resíduos H88, F136, D196, E223, D295 e N299, deletaram a atividade enzimática, indicando que suas cadeias laterais são essenciais para o desempenho catalítico da enzima. As análises cinéticas e estruturais sugerem fortemente que D196, E223 e D295 são os resíduos catalíticos. Substituições das cadeias laterais de C157, H200, G227, T230 e H294 reduziram a eficiência catalítica (kcat/Km) da α-amilase sobre o substrato amido para, respectivamente, 28%, 41%, 84%, 81% e 51%. As mutações em G227 e T230 foram menos importantes para a atividade da enzima e afinidade pelo amido, entretanto, estes resíduos mostraram-se importantes para a estabilização de complexos com substratos curtos (pNPG4). Os resultados indicam que o sítio ativo de AXA é formado por, no mínimo, seis subsítios. As interações dos anéis de glicose com os subsítios +2 e -2 são favorecidas em relação às interações nos subsítios -3 e +3, respectivamente, e a interação do anel de glicose no subsítio -3 é favorecida em relação à interação no subsítio +3. A enzima selvagem diva preferencialmente a terceira ligação glicosídica de p-nitrofenil maltooligossacarideos. Como produtos de hidrólise a enzima libera maltopentaose, maltotetraose, maltotriose, maltose e glicose. / The α-amylase family is an interesting group for structure/function relationship investigation, as this family exhibits a variable deavage patterm, several crystal structures are available, and its members were studied by mutagenesis. The aim of this study was the mapping of Xanthomonas axonopodis pv. Citri α-amylase (AXA) subsites involved in substrate binding, using structural comparison, site-directed mutagenesis and lcinetics analyses. A structural model for AXA was created from the three-dimensional structure of the α-amylase from Alteromonas haloplanctis (Aghajari et al., 1998). This model was superimposed on the structure ofthe pig pancreatic α-amylase, PPA (Qian et. al., 1994), and 11 residues were selected and changed to alanine. Wild type and mutant AXA were secreted by Pichia pastoris strain GS115 cells and showed apparent molecular mass of 45 kDa. All mutants have reduced α-amylase activity on starch and 4-nitrophenyl maltooligosaccharides (pNPG7, PNPG5 and PNPG4) at different levels. Mutation of residues H88, F136, D196, E223, D295 and N299 indicate their essential role by complete loss of activity. Kinetic and structural analyses strongly suggested that D196, E223 and D295 are the catalytic residues. The substitution of the side chain of C157, H200, G227, T230 and H294 reduced the catalytic efficiency (kcat/Km) of α-amylase on starch to respectively 28%, 41%, 84%, 81% and 51%. Although G227 and T230 were not much important for activity and binding on starch, these residues were important for stabilization of complexes with short substrates (PNPG4). The results indicate that AXA\'s active site is composed of at least six sugar binding subsites. The binding of the glucoses at subsites +2 and -2 are favored against binding at subsites -3 and +3, respectively. The binding of glucose at subsite -3 is favored against binding at subsite +3. The wild type enzyme primarily hydrolyzes the third glucosidic bond in PNPG7, PNPG5 and PNPG4 and the products of hydrolysis were maltopentaose, maltotetraose, maltotriose, maltose and glucose.

No / Here we report the identification and approximate quantification of cytochrome P450 (CYP) proteins in human liver microsomes as determined by nano-LC-MS/MS with application of the exponentially modified protein abundance index (emPAI) algorithm during database searching. Protocols based on 1D-gel protein separation and 2D-LC peptide separation gave comparable results. In total, 18 CYP isoforms were unambiguously identified based on unique peptide matches. Further, we have determined the absolute quantity of two CYP enzymes (2E1 and 1A2) in human liver microsomes using stable-isotope dilution mass spectrometry, where microsomal proteins were separated by 1D-gel electrophoresis, digested with trypsin in the presence of either a CYP2E1- or 1A2-specific stable-isotope labeled tryptic peptide and analyzed by LC-MS/MS. Using multiple reaction monitoring (MRM) for the isotope-labeled tryptic peptides and their natural unlabeled analogues quantification could be performed over the range of 0.1-1.5 pmol on column. Liver microsomes from four individuals were analyzed for CYP2E1 giving values of 88-200 pmol/mg microsomal protein. The CYP1A2 content of microsomes from a further three individuals ranged from 165 to 263 pmol/mg microsomal protein. Although, in this proof-of-concept study for CYP quantification, the two CYP isoforms were quantified from different samples, there are no practical reasons to prevent multiplexing the method to allow the quantification of multiple CYP isoforms in a single sample.

No description available.

Thesis (Ph. D.)--Uniformed Services University of the Health Sciences, 2005. / Typescript (photocopy).