Orientador: Nilson Ivo Tonin Zanchin / Tese (doutorado) - Universidade Estadual de Campinas, Instituto de Biologia / Made available in DSpace on 2018-08-11T17:37:36Z (GMT). No. of bitstreams: 1 Vaz_ThaisHaline_D.pdf: 13126521 bytes, checksum: 672f3c7b0345ee333ab24793e624068d (MD5) Previous issue date: 2008 / Resumo: A resposta individual das células está na base da resistência do organismo à infecção viral. O principal mecanismo de resistência envolve a participação de inúmeros genes da via de sinalização dos interferons. Vários estudos vêm sendo conduzidos em larga escala para identificar genes que respondem aos mais variados tratamentos, assim como clusters gênicos relacionados a determinadas enfermidades, como a leucemia. A função do produto de muitos destes genes ainda não foi caracterizada. Numa ampla revisão destes artigos identificamos a proteína KIAA0082/ISG95 respondendo a interferon, à infecção pelo vírus da hepatite C (HCV), ao tratamento celular com oligodeoxinucleotídeos CpG, fazendo parte de um cluster de genes relacionados à leucemia e sendo super-expressa em linfócitos T ativados. Embora não possua função conhecida, esta proteína apresenta quatro domínios que indicam uma possível atividade relacionada ao metabolismo de RNA. Neste trabalho demonstramos que o promotor do gene ISG95 responde à estimulação por interferon num sistema repórter em células Vero. As atividades bioquímicas de ISG95 foram determinadas usando a proteína recombinante expressa em células de inseto Sf9. ISG95 interage com RNA e com S-adenosilmetionina, possuindo também atividade de metiltransferase in vitro. Ensaios de localização sub-celular demonstraram sua distribuição nuclear. Além disso, através do método duplo-híbrido de levedura e de ensaio de co-imunoprecipitação, foi possível identificar sua interação com o domínio C-terminal (CTD) da RNA polimerase II, o que é consistente com sua localização nuclear e com a função predita para o domínio WW localizado na extremidade C-terminal de ISG95. Os resultados indicam que ISG95 é parte da via de resposta a interferon e tem função associada possivelmente a eventos de processamento de prémRNA mediados pelo domínio CTD da RNA polimerase II / Abstract: A major mechanism of cellular resistance to viral invasion involves genes from the interferon signaling pathway, called ISGs (interferon stimulated genes). Global transcriptional profiling studies have linked increased expression of ISG95 (KIAA0082) to response to interferon treatment and to viral infection, suggesting that it may be part of the cellular defense against viral replication. In this work, we shown that the ISG95 promoter can drive interferoninduced transcription of a reporter gene in Vero cell cultures. The biochemical functions of ISG95 were assessed using recombinant protein. ISG95 shows RNA- and S-adenosyl-methionine binding and protein methyltransferase activity in vitro. ISG95 interacts with the C-terminal domain of RNA polymerase II, which is consistent with its nuclear localization and with the predicted function of the WW domain found in the C-terminal region of ISG95. The results presented in this work indicate that ISG95 is part of the interferon response pathway and functions in the pre-mRNA processing events mediated by the C-terminal domain of the RNA polymerase II / Doutorado / Genetica Animal e Evolução / Doutor em Genetica e Biologia Molecular

Heat Shock 40 kDa proteins (Hsp40s) partner with heat shock 70 kDa proteins (Hsp70s) in facilitating, among other chaperone activities; correct protein transport, productive protein folding and assembly within the cells; under both normal and stressful conditions. Hsp40 proteins regulate the ATPase activity of Hsp70 through interaction with the J-domain. Plasmodium falciparum Hsp70s (PfHsp70s) do not contain a Plasmodium export element (PEXEL) sequence although PfHsp70-1 and PfHsp70-3 have been located outside of the parasitophorous vacuole. Studies reveal that a type I P. falciparum (PfHsp40) chaperone (PF14_0359) stimulates the rate of ATP hydrolysis of the cytosolic PfHsp70 (PfHsp70-1) and that of human Hsp70A1A. PFE0055c is a PEXEL-bearing type II Hsp40 that is exported into the cytosol of P. falciparum-infected erythrocytes; where it potentially interacts with human Hsp70. Studies reveal that PFE0055c associates with structures found in the erythrocyte cytosol termed “J-dots” which are believed to be involved in trafficking parasite-encoded proteins through the erythrocyte cytosol. If P. falciparum exports PFE0055c into the host cytosol, it may be proposed that it interacts with human Hsp70, making it a possible drug target. The effect of PFE0055c on the ATPase activity of human Hsp70A1A has not been previously characterised. Central to this study was bioinformatic analysis and biochemical characterisation PFE0055c using an in vitro (ATPase assay) approach. Structural domains that classify PFE0055c as a type II Hsp40 were identified with similarity to two other exported type II PfHsp40s. Plasmids encoding the hexahistidine-tagged versions of PFE0055c and human Hsp70A1A were used for the expression and purification of these proteins from Escherichia coli. Purification was achieved using nickel affinity chromatography. The urea-denaturing method was used to obtain the purified PFE0055c whilst human Hsp70A1A was purified using the native method. PFE0055c could stimulate the ATPase activity of alfalfa Hsp70, although such was not the case for human Hsp70A1A in vitro.

Sequence similarity searching is commonly used to help clarify the biochemical and physiological features of newly discovered genes or proteins. An efficient similarity search relies on the choice of tools and their associated subprograms and numerous parameter settings. To assist researchers in selecting optimal programs and parameter settings for efficient sequence similarity searches, the web-based expert system, Smart Sequence Similarity Search (S4) was developed.

Araneoid spiders use specialized sets of abdominal silk glands to produce up to seven different types of silks, each with diverse functional properties. At the time of these studies, fibroin eDNA sequences that encode egg case silk had not been reported in the literature. This study used conventional nucleic acid-nucleic acid screening of a eDNA library to isolate a novel gene, named tubuliform spidroin 1 , from the black widow spider Latrodectus hesperus. TuSp 1 was demonstrated to be selectively expressed in the tubuliform gland (the gland suspected for egg case silk production), and examination of the amino acid sequence revealed highly homogeneous repeats (184 amino acid ensemble repeats), a characteristic feature of fibroin sequences. Analyses of the ensemble repeats within the amino acid sequence of TuSp 1 revealed the lack of long stretches of polyalanine and glycine-alanine sub-repeats, which are commonly found in minor ampullate and major ampullate silks. Polyserine blocks and short polyalanine stretches were highly represented in the TuSp 1 amino acid sequence. Our data support the assertion that TuSp 1 represents the main constituent within egg case silk. This supposition is supported by the observation that the amino acid composition of raw egg case silk was strikingly similar to the amino acid composition predicted from the translated TuSp1 eDNA. Two additional constituents identified in black widow egg case, egg case protein 1 (ECP-1) and egg case protein 2 (ECP-2), were also partially characterized in this study. Using immunohistochemical approaches, we demonstrate that ECPs predominantly localize to the exterior of the large diameter fibers of egg cases. Additionally, these studies revealed smaller amounts of ECPs localized to the interior portion of the fibers. Collectively, these results support TuSp1 as the predominant fibroin within egg sacs as well as reveal a structural role for the ECPs, providing clues regarding the supramolecular structure of egg case fibers.

Spider silk is one of the most remarkable materials produced in the natural world and its strength and extensibility are legendary. To date, the majority of studies have been performed on the following silks: dragline, capture spiral, and eggcase silk. The primary goal of this study was to characterize a lesser known silk type, called wrapping (swathing) silk, from Latrodectus hesperus. My research focused on elucidating the fibroins that make up the swathing silk. Perfonning MS/MS analyses on solubilized wrapping silk fibroins digested with trypsin, we demonstrate that a novel fibroin named AcSp !-like is present within wrapping silk. Consistent with this finding, SEM analyses reveal that wrapping silk is a composite material, containing at least three different diameter silk fibers. By using scanning electron micrographs, along with amino acid composition analyses and MS/MS analyses, we demonstrate wrapping material contains the fibroins AcSp1-like, MiSp1-like, MaSp1 and MaSp2. These are the first studies to reveal that minor, major and acinifonn silks are constituents of wrapping material.

Approximate pattern matching problem is, given a reference sequence T, a pattern (query) Q, and a maximum allowed error e, to find all the substrings in the reference, such that the edit distance between the substrings and the pattern is smaller than or equal to the maximum allowed error. Though it is a well-studied problem in Computer Science, it gains a resurrection in Bioinformatics in recent years, largely due to the emergence of the next-generation high-throughput sequencing technologies. This thesis contributes in a novel generalized pattern matching framework, and applies it to solve pattern matching problems in general and alternative splicing detection (AS) in particular. AS is to map a large amount of next-generation sequencing short reads data to a reference human genome, which is the first and an important step in analyzing the sequenced data for further Biological analysis. The four parts of my research are as follows. / In the first part of my research work, we propose a novel deterministic pattern matching algorithm which applies Agrep, a well-known bit-parallel matching algorithm, to a truncated suffix array. Due to the linear cost of Agrep, the cost of our approach is linear to the number of characters processed in the truncated suffix array. We analyze the matching cost theoretically, and .obtain empirical costs from experiments. We carry out experiments using both synthetic and real DNA sequence data (queries) and search them in Chromosome-X of a reference human genome. The experimental results show that our approach achieves a speed-up of several magnitudes over standard Agrep algorithm. / In the fourth part, we focus on the seeding strategies for alternative splicing detection. We review the history of seeding-and-extending (SAE), and assess both theoretically and empirically the seeding strategies adopted in existing splicing detection tools, including Bowtie's heuristic and ABMapper's exact seedings, against the novel complementary quad-seeding strategy we proposed and the corresponding novel splice detection tool called CS4splice, which can handle inexact seeding (with errors) and all 3 types of errors including mismatch (substitution), insertion, and deletion. We carry out experiments using short reads (queries) of length 105bp comprised of several data sets consisting of various levels of errors, and align them back to a reference human genome (hg18). On average, CS4splice can align 88. 44% (recall rate) of 427,786 short reads perfectly back to the reference; while the other existing tools achieve much smaller recall rates: SpliceMap 48.72%, MapSplice 58.41%, and ABMapper 51.39%. The accuracies of CS4splice are also the highest or very close to the highest in all the experiments carried out. But due to the complementary quad-seeding that CS4splice use, it takes more computational resources, about twice (or more) of the other alternative splicing detection tools, which we think is practicable and worthy. / In the second part, we define a novel generalized pattern (query) and a framework of generalized pattern matching, for which we propose a heuristic matching algorithm. Simply speaking, a generalized pattern is Q 1G1Q2 ... Qc--1Gc--1 Qc, which consists of several substrings Q i and gaps Gi occurring in-between two substrings. The prototypes of the generalized pattern come from several real Biological problems that can all be modeled as generalized pattern matching problems. Based on a well-known seeding-and-extending heuristic, we propose a dual-seeding strategy, with which we solve the matching problem effectively and efficiently. We also develop a specialized matching tool called Gpattern-match. We carry out experiments using 10,000 generalized patterns and search them in a reference human genome (hg18). Over 98.74% of them can be recovered from the reference. It takes 1--2 seconds on average to recover a pattern, and memory peak goes to a little bit more than 1G. / In the third part, a natural extension of the second part, we model a real biological problem, alternative splicing detection, into a generalized pattern matching problem, and solve it using a proposed bi-directional seeding-and-extending algorithm. Different from all the other tools which depend on third-party tools, our mapping tool, ABMapper, is not only stand-alone but performs unbiased alignments. We carry out experiments using 427,786 real next-generation sequencing short reads data (queries) and align them back to a reference human genome (hg18). ABMapper achieves 98.92% accuracy and 98.17% recall rate, and is much better than the other state-of-the-art tools: SpliceMap achieves 94.28% accuracy and 78.13% recall rate;while TopHat 88.99% accuracy and 76.33% recall rate. When the seed length is set to 12 in ABMapper, the whole searching and alignment process takes about 20 minutes, and memory peak goes to a little bit more than 2G. / Ni, Bing. / Adviser: Kwong-Sak Leung. / Source: Dissertation Abstracts International, Volume: 73-06, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2011. / Includes bibliographical referencesTexture mapping (leaves 151-161). / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. [Ann Arbor, MI] : ProQuest Information and Learning, [201-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest Information and Learning Company, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese.

Downstream purification and analysis of a model biopharmaceutical protein (recombinant human myelin basic protein) is described. The recombinant protein was expressed in the milk of transgenic cows and was found exclusively associated with the casein micellar phase. Binding of milk calcium to the active sites of a cation exchanger resin was used beneficially in this study in order to gently disrupt the casein micelles and liberate the recombinant protein. This approach was found superior to the conventional micelle disruption procedures with respect to product recovery, resin fouling due to milk components and column hydrodynamic properties. Further purification was carried out using Ni2+ affinity chromatography and resulted in purity more than 90% and a total recovery of 78%. A capillary electrophoresis total protein assay employing large volume sample stacking and a microsphere-based, sandwich-type immunoassay were developed and validated. Both methods were successfully integrated with the downstream purification protocol in order to evaluate various quality attributes of the recombinant protein. A onestep capillary isoelectric focusing protocol was developed in order to monitor the recombinant protein in milk samples. The results showed extra protein bands in the transgenic milk that had isoelectric points significantly lower than the theoretically calculated one which indicated that the protein had been modified during expression. The association between the recombinant protein and bovine milk caseins was explored at the molecular level using the surface plasmon resonance technique. Results showed a calciummediated interaction between the recombinant protein and the phosphorylated caseins. This selective interaction was not noted between the human myelin basic protein and milk caseins which indicated mammary gland-related posttranslational modifications, most likely phosphorylation. The co-expression of the recombinant protein and caseins in the mammary gland, along with the ability of the recombinant protein to form calcium bridges with caseins explained its association with the casein micellar phase in the transgenic milk. Despite this and owing to the low expression levels of the recombinant protein in milk, light scattering investigations using diffusing wave spectroscopy showed no significant differences between the transgenic and the non-transgenic milk samples with respect to the average micelle size and the micelle surface charges.

CNPq / Este trabalho apresenta um algoritmo genético paralelo (AGP) para o problema de dobramento de proteínas, utilizando o modelo 3DHP-SC. Este modelo tem sido pouco abordado devido ao elevado grau de complexidade envolvido. Foi proposta uma função de fitness baseada na energia livre e na compacidade do dobramento. Operadores genéticos especiais foram desenvolvidos, além de estratégias para auxiliar o algoritmo no processo de busca de conformações de proteínas. Vários experimentos foram realizados para ajustar todos os parâmetros do sistema, incluindo os parâmetros básicos do AG (probabilidades de mutação e crossover, e o tamanho de torneio) e os parâmetros dos operadores especiais e das estratégias. O efeito da matriz de energias para o modelo no desempenho do algoritmo também foi estudado. Uma comparação com outra abordagem de computação evolucionária também foi realizada, a fim de verificar o desempenho do método proposto. Devido a não existir, até então, benchmarks para teste deste modelo, foi proposto um conjunto de 25 sequências baseado em outro modelo mais simplificado. Os resultados obtidos mostraram que o AGP alcançou um bom nível de eficiência e obteve dobramentos biologicamente coerentes, sugerindo a adequabilidade da metodologia proposta. / This work presents a parallel genetic algorithm (PGA) for the protein folding problem, using the 3DHP-SC model. This model has been sparsely studied in the literature due to its complexity. A new fitness function was proposed, based on the free-energy and compacity of the folding. Special genetic operators were developed, besides strategies to aid the algorithm in the search of protein conformations. Many experiments were done to adjust all the parameters of the system, including the basic parameters of the GA (mutation and crossover probability, and tournament size) and parameters of the special genetic operators and strategies. The effect of the energy matrix of the model in the performance of the algorithm was also studied. Moreover, a comparison with other evolutionary computation approach was done, to verify the performance of the proposed method. Since there is no benchmark available to date, a set of 25 sequences was used, based on a simpler model. Results show that the PGA achieved a good level of efficiency and obtained biologically coherent results, suggesting its adequacy for the problem.

Orientador: Nilson Ivo Tonin Zanchin / Tese (doutorado) - Universidade Estadual de Campinas, Instituto de Biologia / Made available in DSpace on 2018-08-13T09:08:00Z (GMT). No. of bitstreams: 1 Smetana_JulianaHelenaCosta_D.pdf: 8660811 bytes, checksum: cb33e97d4c49fdce1e29094a2f6089cc (MD5) Previous issue date: 2009 / Resumo: As células respondem constantemente a uma enorme variedade de estímulos, que são interpretados e integrados por meio de redes de sinalização, dando origem a uma resposta biológica. Defeitos nesses circuitos são a causa de diversas doenças, incluindo muitos, se não todos os tipos de câncer. As fosfatases, enzimas que removem grupamentos fosfato dos substratos de quinases, dependem principalmente de subunidades regulatórias para definir sua especificidade. As fosfatases do tipo 2A constituem a subfamília PPP, que é formada por PP2A, PP4 e PP6. PP2A é a principal fosfatase solúvel de fosfosserina e fosfotreonina em células animais e é encontrada predominantemente como uma holoenzima formada por uma subunidade catalítica (C), uma subunidade regulatória (B, B', B'' ou B''') e uma de ancoragem (PR65/A). Em levedura, as fosfatases 2A desempenham um importante papel na via da quinase TOR, o que ocorre por meio da proteína essencial Tap42. A proteína Tip41 foi identificada como um parceiro de interação de Tap42 e regulador da via da quinase TOR em levedura. A homóloga de Tap42 em mamíferos, chamada de a4, está envolvida na regulação de diversos processos celulares, como diferenciação, desenvolvimento, migração celular e apoptose, por meio de seu papel conservado de regulador de fosfatases 2A. A homóloga em mamíferos de Tip41, chamada TIPRL, é uma proteína ainda pouco caracterizada. Este trabalho teve como objetivo analisar a função das proteínas a4 e TIPRL humanas e esclarecer seu papel na regulação de fosfatases 2A. A caracterização estrutural de a4 e Tap42, usando dados de SAXS, dicroísmo circular e proteólise limitada, mostrou que essas proteínas apresentam um domínio N-terminal compacto formado por a-hélices e um domínio C-terminal desestruturado. Em uma triagem de interações com a proteína TIPRL humana, identificamos as fosfatases PP2Ac, PP4c e PP6c como seus parceiros de interação, assim como os fatores de transcrição MafB e TAF10. Ao contrário do esperado a partir do modelo de levedura, a4 e TIPRL não interagem diretamente, mas formam um complexo ternário com PP2Ac. Uma triagem de substratos de fosfatases 2A regulador por TIPRL identificou os fatores de splicing SF2/ASF e SF2p32. Nossos resultados sugerem um modelo estrutural para a regulação das fosfatases 2A por a4 e mostram que TIPRL é um novo regulador comum dessas fosfatases com funções na regulação da expressão gênica. / Abstract: Cells respond constantly to a variety of stimuli, which are interpreted and integrated through signaling networks, giving rise to biological responses. Defects in this circuitry are a cause of many diseases, including cancer. Protein phosphatases are enzymes which remove phosphate groups from kinase substrates, relying mainly on regulatory subunits for their substrate specificity. Type 2A phosphatases belong to the PPP subfamily, which is formed by PP2A, PP4 and PP6. PP2A is the major soluble serine/threonine phosphatase in animal cells and is found predominantly as a heterotrimer composed of a catalytic (C), a regulatory (B, B', B'' or B''') and a scaffold (PR65/A) subunit. Type 2A phosphatases play a major role in the yeast TOR signaling pathway through their interaction with the essential protein Tap42. Tip41 was identified as a Tap42 interacting protein and regulator of the TOR pathway. a4, the mammalian orthologue of Tap42, regulates many cellular processes such as differentiation, development, cell migration and apoptosis as a conserved type 2A phosphatase regulator. TIPRL, the mammalian orthologue of Tip41, is still poorly characterized. The objective of the present work was to analyse the function of a4 and TIPRL and improve the understanding of their role as type 2A phosphatase regulators. The structural characterization of a4 using SAXS analyses, circular dichroism and limited proteolysis, showed that these proteins are formed by an a-helical N-terminal domain and an unfolded C-terminal domain. A screen for TIPRL interacting proteins identified PP2Ac, PP4c and PP6c and also the transcription factors MafB and TAF10. Unlike their yeast conterparts, a4 and TIPRL do not interact directly, but rather form a ternary complex with PP2A. A search for type 2A phosphatase substrates regulated by TIPRL identified the splicing factor SF2/ASF and its regulatory protein SF2p32. Our results suggest a structural model for the regulation of type 2A phosphatases by a4 and show that TIPRL is a novel common regulator of these phosphatases which functions in regulation of gene expression. / Doutorado / Genetica Animal e Evolução / Doutor em Genetica e Biologia Molecular

Indiana University-Purdue University Indianapolis (IUPUI) / Intrinsically disordered proteins (IDPs) are abundant in nature, being more prevalent in the proteomes of eukaryotes than those of bacteria or archaea. As introduced in Chapter I, these proteins, or portions of these proteins, lack stable equilibrium structures and instead have dynamic conformations that vary over time and population. Despite the lack of preformed structure, IDPs carry out many and varied molecular functions and participate in vital biological pathways. In particular, IDPs play important roles in cellular signaling that is, in part, enabled by the ability of IDPs to mediate molecular recognition. In Chapter II, the role of intrinsic disorder in molecular recognition is examined through two example IDPs: p53 and 14-3-3. The p53 protein uses intrinsically disordered regions at its N- and C-termini to interact with a large number of partners, often using the same residues. The 14-3-3 protein is a structured domain that uses the same binding site to recognize multiple intrinsically disordered partners. Examination of the structural details of these interactions highlights the importance of intrinsic disorder and induced fit in molecular recognition. More generally, many intrinsically disordered regions that mediate interactions share similar features that are identifiable from protein sequence. Chapter IV reviews several models of IDP mediated protein-protein interactions that use completely different parameterizations. Each model has its relative strengths in identifying novel interaction regions, and all suggest that IDP mediated interactions are common in nature. In addition to the biologic importance of IDPs, they are also practically important in the structural study of proteins. The presence of intrinsic disordered regions can inhibit crystallization and solution NMR studies of otherwise well-structured proteins. This problem is compounded in the context of high throughput structure determination. In Chapter III, the effect of IDPs on structure determination by X-ray crystallography is examined. It is found that protein crystals are intolerant of intrinsic disorder by examining existing crystal structures from the PDB. A retrospective analysis of Protein Structure Initiative data indicates that prediction of intrinsic disorder may be useful in the prioritization and improvement of targets for structure determination.