Os resultados obtidos no mestrado mostraram que a samambaia do campo (Pteridium aquilinum) reduz a citotoxicidade das células natural killer (NK) esplênicas e a resposta imune celular do tipo tardia (DTH) de camundongos. Entretanto, até aquele momento não era sabido qual a célula afetada pela planta causava a diminuição da DTH. Assim, o objetivo inicial deste estudo foi verificar qual a célula envolvida na diminuição da DTH. Além disto, buscou-se descobrir o mecanismo de ação imunotóxico da P. aquilinum, o principio tóxico envolvido e se este efeito poderia ser revertido pelo selênio (Se). Para tal, camundongos C57BL/6 foram administrados com extrato de P. aquilinum, por gavage, durante 30 dias e suplementados com Se por mais 30 dias e a análise histológica revelou redução significativa na área de polpa branca esplênica que foi completamente revertida pelo tratamento com Se. Ainda, foi possível verificar que a diminuição da DTH foi causada pela redução da produção de IFNγ pelas células NK durante a indução da resposta imune celular. Além disto, camundongos administrados com ptaquilosídeo, por gavage, durante 14 dias mostraram a mesma redução na atividade das células NK causada pelo extrato de P. aquilinum, assim como a prevenção deste efeito pela co-administração de Se. Por fim, na análise da expressão gênica das células NK esplênicas dos camundongos tratados com ptaquilosídeo e/ou selênio pôde-se observar o aumento da expressão dos genes Mt1 e Mt2, possíveis responsáveis pelo mecanismo imunotóxico da planta, sendo posteriormente confirmado pelo aumento de metalotioneína e consequente redução de Zn2+ livre no espaço intracelular das células NK. Os resultados deste estudo claramente mostram que os efeitos imunossupressores da P. aquilinum são induzidos pelo ptaquilosídeo e são decorrentes do aumento da expressão dos genes da Mt1 e Mt2 e que a suplementação com Se pode prevenir e reverter estes efeitos tóxicos. / The results obtained in the master showed that the bracken fern (Pteridium aquilinum) reduces both the cytotoxicity of splenic natural killer cells (NK) and the delayed-type hypersensitivity (DTH) from mice. However, it was not known until that time, which cell affected by the plant that caused a decrease in DTH. Thus, the initial goal of this study was to determine which cell was involved in the reduction of DTH. Moreover, we sought to discover the mechanism of action of the P. aquilinum, the toxic principle involved and whether this effect could be reversed by selenium (Se). For that, C57BL/6 mice were treated with extract of P. aquilinum, by gavage, for 30 days and supplemented with Se for following 30 days. The histological analysis revealed a significant reduction in the splenic white pulp area that was completely reversed by treatment with Se. Still, it was verified that the decrease in DTH was caused by reduced production of IFNγ by NK cells during the induction of cellular immune response. In addition, the mice administered with ptaquiloside, by gavage, for 14 days showed the same reduction in the NK cell activity caused by the extract of P. aquilinum, as well as the prevention of this effect by co-administration of Se. Finally, we could observe an increase in the expression of Mt1 and Mt2 genes in the gene expression analysis of splenic NK cells from mice treated with ptaquiloside and/or selenium. These genes were probably responsible for immunotoxic mechanism of the plant, which was confirmed later by the augment of metallothionein and consequent reduction of free Zn2+ into the intracellular space of NK cells. The results of this study clearly show that the immunosuppressive effects of P. aquilinum are induced by ptaquiloside and they are a consequence of the augment in the gene expression of Mt1 and Mt2 and that the supplementation with Se can prevent and reverse these toxic effects.

The recent development of DNA microarray technology is creating a wealth of gene expression data. Typically these datasets have high dimensionality and a lot of varieties. Analysis of DNA microarray expression data is a fast growing research area that interfaces various disciplines such as biology, biochemistry, computer science and statistics. It is concluded that clustering and classification techniques can be successfully employed to group genes based on the similarity of their expression patterns. In this paper, a hierarchical multi-bottleneck classification method is proposed, and it is applied to classify a publicly available gene microarray expression data of budding yeast Saccharomyces cerevisiae. / Singapore-MIT Alliance (SMA)

Arginine utilization in Pseudomonas aeruginosa with multiple catabolic pathways represents one of the best examples of metabolic versatility of this organism. To identify genes of this complex arginine network, we employed DNA microarray to analyze the transcriptional profiles of this organism in response to L-arginine. While most genes in arginine uptake, regulation and metabolism have been identified as members of the ArgR regulon in our previous study, eighteen putative transcriptional units of 38 genes including the two known genes of the arginine dehydrogenase (ADH) pathway, kauB and gbuA, were found inducible by exogenous L-arginine but independent of ArgR. The potential physiological functions of those candidate genes in L-arginine utilization were studied by growth phenotype analysis in knockout mutants. The insertion mutation of aruH encoding an L-arginine:pyruvate transaminase abolished the capability to grow on L-arginine of an aruF mutant devoid of a functional arginine succinyltransferase (AST) pathway, the major route of arginine utilization. The aruH gene was cloned and over-expressed in E. coli. Taking L-arginine and pyruvate as the substrates, the reaction products of recombinant enzyme were identified by MS and HPLC as 2-ketoarginine and L-alanine. Lineweaver-Burk plots of the data revealed a series of parallel lines characteristic of ping-pong kinetics mechanism, and the apparent Km and catalytic efficiency (Kcat/Km) were 1.6 ± 0.1 mM and 24.1 mM-1 s-1 for pyruvate and 13.9 ± 0.8 mM and 2.8 mM-1 s-1 for L-arginine. Recombinant AruH showed an optimal pH at 9.0 and substrate specificity with an order of preference being Arg > Lys > Met > Leu > Orn > Gln. These data led us to propose the arginine transaminase (ATA) pathway that removes the α-amino group of L-arginine via transamination instead of oxidative deamination by dehydrogenase or oxidase as originally proposed. In the same genetic locus, we also identified a two-component system, AruRS, for the regulation of arginine-responsive induction of the ATA pathway. Our latest DNA microarray experiments under D-arginine conditions also revealed PA3863 as the candidate gene encoding D-arginine dehydrogenase which might lead to the recognition of a wider network of arginine metabolism than we previously recognized.

Although DNA microarray can detect multiple DNA samples simultaneously, current detection techniques involve PCR and other traditional procedures. In this study, a sensitive, specific and rapid detection method, which eliminates PCR and other lengthy processes, for pathogenic DNA is presented. This technology is based on the hybridization of target DNA to the immobilized probe, extension of probe DNAs using the target-DNA as a template and signal generation by streptavidin-horseradish peroxidase and substrate. This method is highly specific and sensitive, allowing single-nucleotide-base mismatches discrimination and the detection at femtomole level. The experiments are designed to achieve short hybridization time. Therefore, satisfactory signal can be detected within minutes, allowing the rapid detection of multiple pathogenic DNA. Most importantly, the E. coli genomic DNA can be detected using this technology. In conclusion, this detection method is useful for applications including on-site pathogenic disease detection, crime scene investigation, and pathogen inspection in the environment.

This study presents a CMOS integrated sensor chip suitable for sensing biological samples like DNA. The sensing part of the chip consists of a 32 X 32 pixel array with a 15 &micro / m pixel pitch. Pixels have 5 &micro / m X 5 &micro / m detector electrodes implemented with the top metal of the CMOS process, and they are capable of detecting charge transferred or induced on those electrodes with a very high sensitivity. This study also includes development of an external electronics containing ADC for analog to digital data conversion. This external circuitry is implemented on a PCB compatible with the Opal Kelly XM3010 FPGA that provides data storage and transfer to PC. The measured noise of the overall system is 6.7 e- (electrons), which can be shrunk down to even 5.1 e- with an over sampling rate. This kind of sensitivity performance is very suitable for DNA detection, as a single nucleotide of a DNA contains 1 or 2 e- and as 10 to 20 base pair long DNA&rsquo / s are usually used in microarray applications. The measured dynamic range of the system is 71 dB, in other words, at most 24603 e- per frame (20 ms) can be detected. The measured leakage is 31 e-/frame, but this does not have a dramatic effect on the sensitivity of the system, noting that the leakage is a predictable quantity. DNA detection tests are performed with the chip in addition to electronic performance measurements. The surface of the chip is covered with a nitride passivation layer to prevent the pixel crosstalk and is modified with an APTES polymer for suitable DNA immobilization. DNA immobilization and hybridization tests are performed with 5&rsquo / -TCTCACCTTC-3&rsquo / probe and its complementary 3&rsquo / -AGAGTGGAAG-5&rsquo / target sequences. Hybridization performed in 1 pM solution is shown to have a larger steady state leakage than the immobilization in a 13 &micro / M solution, implying the ability to differentiate between the full match and full mismatch sequences. To best of our knowledge, the measured pM sensitivity has not yet been reported with any label free CMOS DNA microarrays in literature, and it is comparable with the sensitivity of techniques like QCM or the fluorescence imaging. The 1 pM sensitivity is not a theoretical limit of the sensor, since theoretically the sensitivity level of 6.7 e- can offer much better results, down to the aM level, as far as the noise of electronics is considered, nevertheless the sensitivity is expected to be limited by DNA immobilization and hybridization probabilities which are determined by the surface modification technique and applied protocol. Improving those can lead to much smaller detection limits, such as aM level as stated above.

The increased collection of high-dimensional data in various fields has raised a strong interest in clustering algorithms and variable selection procedures. In this disserta- tion, I propose a model-based method that addresses the two problems simultane- ously. I use Dirichlet process mixture models to define the cluster structure and to introduce in the model a latent binary vector to identify discriminating variables. I update the variable selection index using a Metropolis algorithm and obtain inference on the cluster structure via a split-merge Markov chain Monte Carlo technique. I evaluate the method on simulated data and illustrate an application with a DNA microarray study. I also show that the methodology can be adapted to the problem of clustering functional high-dimensional data. There I employ wavelet thresholding methods in order to reduce the dimension of the data and to remove noise from the observed curves. I then apply variable selection and sample clustering methods in the wavelet domain. Thus my methodology is wavelet-based and aims at clustering the curves while identifying wavelet coefficients describing discriminating local features. I exemplify the method on high-dimensional and high-frequency tidal volume traces measured under an induced panic attack model in normal humans.

Made available in DSpace on 2014-06-11T19:32:54Z (GMT). No. of bitstreams: 0 Previous issue date: 2006-08-22Bitstream added on 2014-06-13T19:03:37Z : No. of bitstreams: 1 souza_jam_dr_jabo.pdf: 4083420 bytes, checksum: cb86ca179e1196f514509e27854de1c3 (MD5) / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) / O nitrogênio é o nutriente requerido em maior quantidade para a cultura da soja. Avanços nas pesquisas de melhoramento genético vegetal e microbiologia do solo permitiram expandir o uso de inoculantes comerciais contendo estirpes de Bradyrhizobium japonicum e Bradyrhizobium elkanii. Estas bactérias infectam as raízes da planta e induzem a formação de nódulos, que abrigam a forma bacterióide, diferenciada da bactéria, responsável pela fixação simbiótica do nitrogênio. Informações sobre processos bioquímicos envolvidos no metabolismo da relação simbiótica podem ser adquiridas através de análises globais de expressão gênica. Para esta finalidade, destaca-se a tecnologia de microarranjo de DNA para detecção de genes diferencialmente expressos em larga escala. O objetivo geral deste trabalho foi identificar genes diferencialmente expressos, por meio de microarranjos de DNA, em Bradyrhizobium elkanii SEMIA 587 cultivada em diferentes meios de cultura, RDM (Rhizobia Defined Medium), TY (Triptone-Yeast Medium) e YMB (Yeast-Mannitol Medium), e em bacterióides isolados de nódulos de soja em diferentes períodos de desenvolvimento, 13, 28 e 48 dias após inoculação. Para esta finalidade, a partir do seqüenciamento de DNA genômico de B. elkanii, um microarranjo (Be587) foi gerado contendo 2654 genes. Em meio RDM, a bactéria confrontou-se com a necessidade de se adaptar e sintetizar suas subunidades formadoras de macromoléculas a partir de uma única fonte de carbono, refletindo em um metabolismo mais ativo nas fases lag e log. Por outro lado, em meio TY, as células cultivadas na presença de uma boa fonte de carbono e energia cresceram rapidamente esgotando os recursos disponíveis no meio, 8 o que pode ter causado uma situação de estresse que se refletiu na identificação... / Nitrogen is the most required nutrient by soybean culture. Advanced researches in genetic plant breeding and soil microbiology allowed the expansion in commercial inoculants applications containing strains of Bradyrhizobium japonicum and Bradyrhizobium elkanii. These bacteria infect plant roots and induce nodule formation which home the differentiated bacteria, named bacteroid. The bacteroid in turn is responsible for symbiotic nitrogen fixation. Biochemical knowledge about processes of symbiotic regulation can be acquired by global analysis of gene expression. To achieve such information, the DNA microarray technology, used for detection of differentially expressed genes in large scale, was used. The purpose of this work was identificate differentially expressed genes of Bradyrhizobium elkanii SEMIA 587, grown under different media conditions, such as RDM (Rhizobia Defined Medium), TY (Triptone- Yeast Medium) and YMB (Yeast-Mannitol Medium), and in bacteroids from soybean nodules at different developmental stages, 13, 28 e 49 days after inoculation. For this purpose, the DNA microarray Be587 with 2654 genes was generated from B. elkanii genomic DNA. In RDM medium the bacterium was confronted with the need of adaptation and building of macromolecules subunits from a single carbon source, what was reflected in a more active metabolism in lag and log phases. In turn, in TY medium with good carbon and energy sources the cells grew fastly and exhaust the medium sources available. Such condition can submitted the bacterial cells to a stress condition that reflected in the identification of higher number differentially expressed genes. At different bacteroids stages, the analysis detected genes related to nodulation and 10 nitrogen fixation regulation more than structural genes. Inasmuch, an organic nitrogen recycle might be involved... (Complete abstract, click electronic access below)

The aim of this thesis was to optimize the method of detection of phytoplasmas using DNA-microarray. It consisted of testing an appropriate method of genetic material isolation, development and optimization of PCR to amplify different groups of phytoplasmas, optimization of detection of DNA at a microarray, and sequence analysis of phytoplasma in order to design more suitable probes. PCR was first optimized for collection isolates, then also for natural samples. All 16Sr groups from the collection were sequenced and phytoplasmas were detected in them by hybridization. Phytoplasmas were detected also in natural samples: oilseed rape (species Brassica napus), red clover (Trifolium pretense), purple coneflower (Echinacea purpurea), and apple tree (Malus domestica). Using the DNA from insect vectors, only sample 202/6 from the group 16Sr-XII was positive. The sequence of red clover and oilseed rape correspond with the database samples in the group 16Sr-I "Aster yellows".

Orientador: Eliana Gertrudes de Macedo Lemos / Banca: Maria José Valarini / Banca: Norma Gouvêa Rumjanek / Banca: Lúcia Maria Carareto Alves / Banca: Fátima Maria de Souza Moreira / Resumo: O nitrogênio é o nutriente requerido em maior quantidade para a cultura da soja. Avanços nas pesquisas de melhoramento genético vegetal e microbiologia do solo permitiram expandir o uso de inoculantes comerciais contendo estirpes de Bradyrhizobium japonicum e Bradyrhizobium elkanii. Estas bactérias infectam as raízes da planta e induzem a formação de nódulos, que abrigam a forma bacterióide, diferenciada da bactéria, responsável pela fixação simbiótica do nitrogênio. Informações sobre processos bioquímicos envolvidos no metabolismo da relação simbiótica podem ser adquiridas através de análises globais de expressão gênica. Para esta finalidade, destaca-se a tecnologia de microarranjo de DNA para detecção de genes diferencialmente expressos em larga escala. O objetivo geral deste trabalho foi identificar genes diferencialmente expressos, por meio de microarranjos de DNA, em Bradyrhizobium elkanii SEMIA 587 cultivada em diferentes meios de cultura, RDM (Rhizobia Defined Medium), TY (Triptone-Yeast Medium) e YMB (Yeast-Mannitol Medium), e em bacterióides isolados de nódulos de soja em diferentes períodos de desenvolvimento, 13, 28 e 48 dias após inoculação. Para esta finalidade, a partir do seqüenciamento de DNA genômico de B. elkanii, um microarranjo (Be587) foi gerado contendo 2654 genes. Em meio RDM, a bactéria confrontou-se com a necessidade de se adaptar e sintetizar suas subunidades formadoras de macromoléculas a partir de uma única fonte de carbono, refletindo em um metabolismo mais ativo nas fases lag e log. Por outro lado, em meio TY, as células cultivadas na presença de uma boa fonte de carbono e energia cresceram rapidamente esgotando os recursos disponíveis no meio, 8 o que pode ter causado uma situação de estresse que se refletiu na identificação... (Resumo completo, clicar acesso eletrônico abaixo) / Abstract: Nitrogen is the most required nutrient by soybean culture. Advanced researches in genetic plant breeding and soil microbiology allowed the expansion in commercial inoculants applications containing strains of Bradyrhizobium japonicum and Bradyrhizobium elkanii. These bacteria infect plant roots and induce nodule formation which home the differentiated bacteria, named bacteroid. The bacteroid in turn is responsible for symbiotic nitrogen fixation. Biochemical knowledge about processes of symbiotic regulation can be acquired by global analysis of gene expression. To achieve such information, the DNA microarray technology, used for detection of differentially expressed genes in large scale, was used. The purpose of this work was identificate differentially expressed genes of Bradyrhizobium elkanii SEMIA 587, grown under different media conditions, such as RDM (Rhizobia Defined Medium), TY (Triptone- Yeast Medium) and YMB (Yeast-Mannitol Medium), and in bacteroids from soybean nodules at different developmental stages, 13, 28 e 49 days after inoculation. For this purpose, the DNA microarray Be587 with 2654 genes was generated from B. elkanii genomic DNA. In RDM medium the bacterium was confronted with the need of adaptation and building of macromolecules subunits from a single carbon source, what was reflected in a more active metabolism in lag and log phases. In turn, in TY medium with good carbon and energy sources the cells grew fastly and exhaust the medium sources available. Such condition can submitted the bacterial cells to a stress condition that reflected in the identification of higher number differentially expressed genes. At different bacteroids stages, the analysis detected genes related to nodulation and 10 nitrogen fixation regulation more than structural genes. Inasmuch, an organic nitrogen recycle might be involved... (Complete abstract, click electronic access below) / Doutor

Orientadores: Mariangela Ribeiro Resende, Maria Luiza Moretti / Tese (doutorado) - Universidade Estadual de Campinas, Faculdade de Ciências Médicas / Made available in DSpace on 2018-08-24T01:04:19Z (GMT). No. of bitstreams: 1 Ferrari_MichelaDeLuca_D.pdf: 2448021 bytes, checksum: 102166bb9666827fb2f7de549ded2752 (MD5) Previous issue date: 2013 / Resumo: O resumo poderá ser visualizado no texto completo da tese digital / Abstract: The complete abstract is available with the full electronic document / Doutorado / Clinica Medica / Doutora em Clínica Médica