Les voies de transduction du signal cellulaire permettent aux cellules de répondre aux signaux de l'environnement et de les traiter. Les voies de transduction de kinases MAP (MAPK) sont bien conservées dans toutes les cellules eucaryotes et sont impliquées dans la régulation de nombreux processus cellulaires importants. Les régions intrinsèquement désordonnées (RID), présentes dans de nombreuses MAPK, n'étaient pas encore structurellement caractérisées. Les RID de MAPK sont particulièrement importantes car elles contiennent des motifs de liaison qui contrôlent les interactions entre les protéines MAPK elles-mêmes et aussi entre les protéines MAPK et d'autres protéines contenant les mêmes motifs. La résonance magnétique nucléaire (RMN) en combinaison avec d'autres techniques biophysiques a été utilisée pour étudier les RID de kinase des voies de transduction du signal MAPK. La spectroscopie RMN est bien adaptée pour l'étude des protéines intrinsèquement désordonnées à l'échelle atomique. Les déplacements chimiques et couplages dipolaires résiduels peuvent être utilisés conjointement avec des méthodes de sélection d'ensemble pour étudier la structure résiduelle dans les RID. La relaxation de spin nucléaire nous renseigne sur les mouvements rapides. Des titrations par RMN et des techniques de spectroscopie d'échange peuvent être utilisées pour surveiller la cinétique d'interactions protéine-protéine. Cette étude contribuera à la compréhension du rôle des RID dans les voies de transduction du signal cellulaire. / Protein signal transduction pathways allow cells respond to and process signals from the environment. A group of such pathways, called mitogen-activated protein kinase (MAPK) signal transduction pathways, is well conserved in all eukaryotic cells and is involved in regulating many important cell processes. Long intrinsically disordered region (IDRs), present in many MAPKs, have remained structurally uncharacterised. The IDRs of MAPKs are especially important as they contain docking-site motifs which control the interactions between MAPK proteins themselves and also between MAPKs and other interacting proteins containing the same motifs. Nuclear magnetic resonance (NMR) spectroscopy in combination with other biophysical techniques was used to study IDRs of MAPKs. NMR spectroscopy is well suited for studying intrinsically disordered proteins (IDPs) at atomic-level resolution. NMR observables, such as for example chemical shifts and residual dipolar couplings, can be used together with ensemble selection methods to study residual structure in IDRs. Nuclear spin relaxation informs us about fast pico-nanosecond motions. NMR titrations and exchange spectroscopy techniques can be used to monitor kinetics of protein-protein interactions. The mechanistic insight into function of IDRs and motifs will contribute to understanding of how signal transduction pathways work.

As ligações de hidrogênio (LH), fundamentais na determinação da estrutura da água, proteínas, etc., são muito importantes no reconhecimento molecular e nos mecanismos de reações enzimáticas. A determinação da energia das LHs intramoleculares em proteínas e intermoleculares entre uma proteína e o solvente água, porque fornece informações sobre a estrutura secundária, terciária e quaternária das proteínas. Um método para quantificar e qualificar as LHs foi desenvolvido utilizando critérios de distância, geométricos e energéticos a partir das trajetórias obtidas por simulações de dinâmica molecular. O método foi testado com o monômero de uma fosfolipase A2 homodimérica, sem atividade catalítica, isolada do veneno da Bothrops asper(BaspMT-II). No dímero, a análise das LHs mostrou que elas são também essenciais na manutenção da estrutura quaternária. Essa análise permitiu identificar movimentos do tipo dobradiça acompanhados da formação transitória, na interface dimérica, de LHs controladas pelo triptofano na posição 77. Esses movimentos podem estar associados à ação danosa às membranas, uma vez que podem promover a inserção da região C-terminal na membrana. Estudos prévios mostraram que o peptídeo sintético (3Y codificado pelos aminoácidos 115-129 da BaspMT-II) apresenta atividade bactericida e citolítica. Um outro peptídeo (3W), mutante de 3Y, no qual três resíduos tirosina são substituidos por triptofano, apresenta um aumento do dano às membranas e do efeito miotóxico. Os mecanismos de ação desses peptídeos e as suas estruturas foram estudados por dinâmica molecular, dicroísmo circular (DC), microscopia de fluorescência e monocamadas de Langmuir (Mlang). As adsorções dos peptídeos em monocamadas de ácido dimiristoil fosfatídico (DMPA) e dimiristoilfosfatidilcolina (DMPC) se processam por mecanismos diferentes ocasionados pelas diferentes naturezas físico-químicas dos resíduos tirosina e triptofano. A microscopia de fluorescência acoplada a Mlang de DMPA com 3W adsorvido mostra um aumento da fluidez da monocamada, enquanto que o 3Y modifica os domínios do DMPA para pequenas estruturas circulares. Foram realizadas simulações dos peptídeos 3Y e 3W em meio aquoso e nas regiões interfaciais água/n-hexano e água/bicamadas de DMPC. Os resultados confirmam os obtidos por Mlang, demonstrando que os peptídeos interagem diferentemente com as membranas por adotar conformações alternativas definidas previamente. Essas conformações, diferentes das observadas em meio aquoso, dependem da natureza da interface. As estruturas encontradas no final das simulaçoes corroboram o mecanismo proposto por Mlang, assim como as estruturas sugeridas por DC. Isso sugere que a atividade biológica reduzida do peptídeo 3Y ocorre porque os seus dois resíduos Leu se adsorvem na interface sem penetrá-la. Ao contrário de 3W, os resíduos carregados do peptídeo 3Y não estão localizados corretamente para promover uma interação suficientemente atrativa para permitir a sua inserção na membrana celular. / Hydrogen bonds (HB) are highly important in the determination of the structure of the water and proteins. They also play a important role in molecular recognition and in enzyme reaction mechanisms. The determination of protein/water intermolecular and protein intramolecular HB energies provide information with respect to the formation and stabilization of secondary, tertiary and quaternary protein structure. A method that quantifies and qualifies the properties of HB was developed using distance, geometric and energy criteria as applied to data obtained from the atomic trajectories generated by molecular dynamics simulations. The method was tested with a monomer of a catalytically inactive homodimeric phospholipase A2 from Bothrops asper(BaspMT-II) venom. HBs at dimmer interface are essential for maintaining the quaternary structure, and are highly conserved during hinge-like movements of the dimmer. HB formed by tryptophan residue at position 77 controls this movement. These motions can be associated to the membrane damaging action since they facilitate the insertion of the C-terminus into the cellular membrane. Previous studies have shown that synthetic peptide (3Y, coding the amino acids 115-129 of BaspMT-II ) presents bactericidal and cytolitic activities. A peptide variant ( 3W ), in which tyrosine residues were substituted by tryptophan residues, presents an enhanced membrane damaging activity increased miotoxic effect. The mechanism of action of the peptides and their structures were studied by molecular dynamics simulations, circular dichroism (CD), fluorescence microscopy and Langmuir monolayers (Mlang). The adsorption of the peptides on a monolayer composed of dimiristoyl phosphatidic acid (DMPA) and dimiristoylphosphatidyl choline (DMPC) occurs through different processes due to the differences in the physic-chemical nature of the tyrosine and tryptophan residues. Fluorescence microscopy together with Mlang of DMPA with adsorbed 3W indicates an increase of the membrane fluidity while small circular domains are formed with DMPA. Simulations were conducted with the 3Y and 3W peptides in aqueous media, is a water/n-hexane and water/DMPC bilayers. The results confirm the Mlang results, showing that the peptides interact differently with the membranes by adopting alternative previously defined conformations. These two conformations, both of which are different to those observed in water, are dependent of the nature of the interfaces. The final simulated configurations confirm the mechanism proposed by Mlang and the structures proposed by CD. It is suggest that the reduced biological activity of the 3Y peptide is due to the two Leu residues that only adsorb to the cellular membrane without penetrating the bilayer. In contrast to the 3W peptide, no charged residue is correctly located to promote the interaction and insertion of the 3Y peptide into the membrane.

A kinetic model of electronic energy migration within pairs of photophysically non-identical fluorophores has been developed. The model applies to fluorescent groups that exhibit different photophysical and spectral properties when attached to different positions in a macromolecule. The energy migration within such asymmetric pairs is partially reversible, which leads to the case of partial donor-donor energy migration (PDDEM). The model of PDDEM is an extension of the recently developed donor-donor energy migration model (DDEM, F. Bergström et al, PNAS 96 (1999) 12477), and applies to quantitative measurements of energy migration rates and distances within macromolecules. One important distinction from the DDEM model is that the distances can be obtained from fluorescence lifetime measurements. A model of fluorescence depolarisation in the presence of PDDEM is also presented. To experimentally test the PDDEM approach, different model systems were studied. The model was applied to measure distances between rhodamine and fluorescein groups within on-purpose synthesised molecules that were solubilised in lipid bilayers. Moreover, distances were measured between BODIPY groups in mutant forms of the plasminogen activator inhibitor of type 2 (PAI-2). Measurements of both the fluorescence intensity decays and the time-resolved depolarisation were performed. The obtained distances were in good agreement with independent determinations. Finally, the PDDEM within pairs of donors is considered, for which both donors exhibit a nonexponential fluorescence decay. In this case it turns out that the fluorescence relaxation of a coupled system contains distance information even if the photophysics of the donors is identical. It is also demonstrated that the choice of relaxation model has a negligible effect on the obtained distances. The latter conclusion holds also for the case of donor-acceptor energy transfer.

La acetilcolinesterasa (AChE) hidroliza el neurotransmisor acetilcolina. La enzima se presenta en distintas formas moleculares. Tetrámeros hidrofílicos de AChE de suero fetal bovino se purificaron, sometieron a un tratamiento químico desnaturalizante o reductor, y estudiaron mediante análisis de sedimentación, cromatografía, fluorescencia intrínseca y unión de sondas hidrofóbicas. La transformación de los tetrámeros hidrofílicos en dímeros y monómeros anfifílicos demostró la alta flexibilidad conformacional de las subunidades de AChE, lo que podría ser crucial en la síntesis del conjunto completo de sus formas moleculares, y aportó una explicación de cómo algunas de sus formas interaccionan con las membranas. Para entender la heterogeneidad molecular de la AChE, también se empleó el anticuerpo AE-1, que interaccionó de forma desigual con oligómeros y monómeros de AChE de distintas fuentes. Experimentos de Western blot demostraron que el epítopo de AE-1 es de naturaleza confor macional. Finalmente, los datos experimentales descartaron la fosforilación de la AChE con proteína quinasa A. / Acetylcholinesterase (AChE) hydrolyzes the neurotransmitter acetylcholine. The enzyme exists in several molecular forms. AChE hydrophilic tetramers from fetal bovine serum were purified, chemically denatured or reduced, and studied by sedimentation analysis, hydrophobic chromatography, intrinsic fluorescence spectra and binding of amphiphilic probes. Conversion of the hydrophilic tetramers into amphiphilic dimers and monomers showed that AChE subunits possess a flexible conformation, which may be important for generating a full set of molecular forms, and gave an explanation of the interaction of certain AChE forms with membranes. Another approach to determine the molecular basis for the structural heterogeneity of AChE was to use the antibody AE-1, which distinctly reacted with AChE oligomers and monomers from different sources. The results of Western blot revealed that the determinant for AE-1 consisted of a conformational domain, not a primary sequence region. Finally, the experimental data rejected the phosphorylation of AChE at non-consensus protein kinase A sites.

Molecular chaperones have emerged in recent years as major players in many aspects of cell biology. Molecular chaperones are also known as heat shock proteins (HSPs) since many were originally discovered due to their increased synthesis in response to heat shock. They were initially identified when Drosophila salivary gland cells were exposed to a heat shock at 37°C for 30 min and then returned to their normal temperature of 25°C for recovery. A “puffing” of genes was found to have occurred in the chromosome of recovering cells, which was later shown to be accompanied by an increase in the synthesis of proteins with molecular masses of 70 and 26 kDa. These proteins were hence named “heat shock proteins”. The first identification of a function for HSPs was the discovery in Escherichia coli that five proteins synthesized in response to heat shock were involved in λ phage growth. The products of the groEL and groES genes were found to be essential for phage head assembly while the dnaK, dnaJ and grpE gene products were essential for λ phage replication. It was later shown that GroEL and GroES are part of a chaperonin system for protein folding in the prokaryotic cytosol while DnaK is a member of the Hsp70 family that works in conjunction with the DnaJ (Hsp40) co-chaperone and the nucleotide exchange factor GrpE to promote phage replication by dissociating the DnaB helicase from the phage-encoded P protein. Since then, a large number of other proteins collectively referred to as HSPs have been discovered. However, heat shock is not the only signal that induces synthesis of heat shock proteins. Stress of any kind, such as nutrient deprivation, chemical treatment and oxidative stress among others causes increased production of HSPs and therefore, they are also known as stress proteins. The term “molecular chaperone” was originally used to describe the function of nucleoplasmin, a Xenopus oocyte protein that promotes nucleosome assembly by binding tightly to histones and donating the bound histone to chromatin. However, since then, chaperones have been defined as “a family of unrelated classes of proteins that mediate the correct assembly of other proteins, but are not themselves components of the final functional structure”. This view of molecular chaperones, though undoubtedly correct, doesn’t capture the multifaceted roles they have since been discovered to play in cellular processes. In recent years, molecular chaperones have been shown to perform other functions in addition to the maintenance of protein homeostasis: translocation of proteins across organelle membranes, quality control in the endoplasmic reticulum, turnover of misfolded proteins as well as signal transduction. As a result, many chaperones are also essential under non-stress conditions and play crucial roles in cell growth and development, cell-cell communication and regulation of gene expression. Heat shock protein 90 (Hsp90) is one of the most abundant and highly conserved molecular chaperones in organisms ranging from bacteria to all branches of eukarya. It has been shown to be essential for cell viability in Saccharomyces cerevisiae, Schizosaccharomyces pombe and Drosophila melanogaster. Although the bacterial homolog HtpG is dispensable under normal conditions, it is important for cell survival during heat shock. In addition to its role as general chaperone in protein folding following stress, Hsp90 has a more specialized role as a chaperone for several protein kinases and transcription factors. Many Hsp90 client proteins are signaling proteins involved in regulation of cell growth and survival. These proteins are critically dependent on Hsp90 for their maturation and conformational maintenance resulting in a key role for Hsp90 in these processes. Recent reports have also highlighted a role for Hsp90 in linking the expression of genetic and epigenetic variation in response to environmental stress with morphological development in Drosophila melanogaster and Arabidopsis thaliana. In Candida albicans, Hsp90 augments the development of drug resistance, implicating a role for Hsp90 in the evolution of infectious diseases. The malarial parasite, Plasmodium falciparum, is the causative agent of the most lethal form of human malaria. The parasite life cycle involves two hosts: an invertebrate mosquito vector and a vertebrate human host. As the parasite moves from the mosquito to the human body, it experiences an increase in temperature resulting in a severe heat shock. The mechanisms by which the parasite adapts to changes in temperature have not been deciphered. Our laboratory has been interested in investigating the role of heat shock proteins during acclimatization of the parasite to such temperature fluctuations. Heat shock proteins of the Hsp40, Hsp60, Hsp70 and Hsp90 families have been characterized in the parasite and are being examined in our laboratory. This thesis pertains to understanding the functional role of Plasmodium falciparum Hsp90 (PfHsp90) during adaptation of the parasite to fluctuations in environmental temperature. The parasite expresses a single gene for cytosolic Hsp90 on chromosome 7 (PlasmoDB accession no.: PF07_0029) coding for a protein of 745 amino acids with a pI of 4.94 and Mw of 86 kDa. Eukaryotic Hsp90 regulates several protein kinases and transcription factors involved in cell growth and differentiation pathways resulting in a crucial role for Hsp90 in developmental processes. A role for PfHsp90 in parasite development, therefore, seems likely. Indeed, PfHsp90 has previously been implicated in parasite development from the ring stage to the trophozoite stage during the intra-erythrocytic cycle. Pharmacological inhibition of PfHsp90 function using geldanamycin (GA), a specific inhibitor of Hsp90 activity, abrogates stage progression. These experiments suggest that PfHsp90 may play a critical role in parasite development. This is further substantiated by the fact that several pathogenic protozoan parasites such as Leishmania donovani, Trypanosoma cruzi, Toxoplasma gondii and Eimeria tenella depend on Hsp90 function during different stages of their life cycles. It appears, therefore, that a principal role of Hsp90 in protozoan parasites may be the regulation of their developmental cycles. However, the precise functions of PfHsp90 during the intra-erythrocytic cycle of the malarial parasite are not clear. In this study we have carried out a functional analysis of PfHsp90 in the malarial parasite. We have examined the role of PfHsp90 in parasite development during repeated exposure to febrile temperatures. We have investigated its involvement in parasite development during a commonly used synchronization protocol involving cyclical changes in temperature. We have examined the interaction of GA with the Hsp90 multi-chaperone complex from P. falciparum as well as the human host. Finally, we have carried out a systems level analysis of chaperone networks in the malarial parasite as well as its human host using an in silico approach. We have analyzed the protein-protein interactions of PfHsp90 in the chaperone network and predicted putative cellular processes likely to be regulated by parasite chaperones, particularly PfHsp90.

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Les séquences protéiques naturelles sont le résultat net de l’interaction entre les mécanismes de mutation, de sélection naturelle et de dérive stochastique au cours des temps évolutifs. Les modèles probabilistes d’évolution moléculaire qui tiennent compte de ces différents facteurs ont été substantiellement améliorés au cours des dernières années. En particulier, ont été proposés des modèles incorporant explicitement la structure des protéines et les interdépendances entre sites, ainsi que les outils statistiques pour évaluer la performance de ces modèles. Toutefois, en dépit des avancées significatives dans cette direction, seules des représentations très simplifiées de la structure protéique ont été utilisées jusqu’à présent. Dans ce contexte, le sujet général de cette thèse est la modélisation de la structure tridimensionnelle des protéines, en tenant compte des limitations pratiques imposées par l’utilisation de méthodes phylogénétiques très gourmandes en temps de calcul. Dans un premier temps, une méthode statistique générale est présentée, visant à optimiser les paramètres d’un potentiel statistique (qui est une pseudo-énergie mesurant la compatibilité séquence-structure). La forme fonctionnelle du potentiel est par la suite raffinée, en augmentant le niveau de détails dans la description structurale sans alourdir les coûts computationnels. Plusieurs éléments structuraux sont explorés : interactions entre pairs de résidus, accessibilité au solvant, conformation de la chaîne principale et flexibilité. Les potentiels sont ensuite inclus dans un modèle d’évolution et leur performance est évaluée en termes d’ajustement statistique à des données réelles, et contrastée avec des modèles d’évolution standards. Finalement, le nouveau modèle structurellement contraint ainsi obtenu est utilisé pour mieux comprendre les relations entre niveau d’expression des gènes et sélection et conservation de leur séquence protéique. / Protein sequences are the net result of the interplay of mutation, natural selection and stochastic variation. Probabilistic models of molecular evolution accounting for these processes have been substantially improved over the last years. In particular, models that explicitly incorporate protein structure and site interdependencies have recently been developed, as well as statistical tools for assessing their performance. Despite major advances in this direction, only simple representations of protein structure have been used so far. In this context, the main theme of this dissertation has been the modeling of three-dimensional protein structure for evolutionary studies, taking into account the limitations imposed by computationally demanding phylogenetic methods. First, a general statistical framework for optimizing the parameters of a statistical potential (an energy-like scoring system for sequence-structure compatibility) is presented. The functional form of the potential is then refined, increasing the detail of structural description without inflating computational costs. Always at the residue-level, several structural elements are investigated: pairwise distance interactions, solvent accessibility, backbone conformation and flexibility of the residues. The potentials are then included into an evolutionary model and their performance is assessed in terms of model fit, compared to standard evolutionary models. Finally, this new structurally constrained phylogenetic model is used to better understand the selective forces behind the differences in conservation found in genes of very different expression levels.

This thesis is in the intersection of two proliferating research fields, namely data mining and bioinformatics. With the emergence of graph data in the last few years, many efforts have been devoted to mining frequent subgraphs from graph databases. Yet, the number of discovered frequentsubgraphs is usually exponential, mainly because of the combinatorial nature of graphs. Many frequent subgraphs are irrelevant because they are redundant or just useless for the user. Besides, their high number may hinder and even makes further explorations unfeasible. Redundancy in frequent subgraphs is mainly caused by structural and/or semantic similarities, since most discovered subgraphs differ slightly in structure and may infer similar or even identical meanings. In this thesis, we propose two approaches for selecting representative subgraphs among frequent ones in order to remove redundancy. Each of the proposed approaches addresses a specific type of redundancy. The first approach focuses on semantic redundancy where similarity between subgraphs is measured based on the similarity between their nodes' labels, using prior domain knowledge. The second approach focuses on structural redundancy where subgraphs are represented by a set of user-defined topological descriptors, and similarity between subgraphs is measured based on the distance between their corresponding topological descriptions. The main application data of this thesis are protein 3D-structures. This choice is based on biological and computational reasons. From a biological perspective, proteins play crucial roles in almost every biological process. They are responsible of a variety of physiological functions. From a computational perspective, we are interested in mining complex data. Proteins are a perfect example of such data as they are made of complex structures composed of interconnected amino acids which themselves are composed of interconnected atoms. Large amounts of protein structures are currently available in online databases, in computer analyzable formats. Protein 3D-structures can be transformed into graphs where amino acids are the graph nodes and their connections are the graph edges. This enables using graph mining techniques to study them. The biological importance of proteins, their complexity, and their availability in computer analyzable formats made them a perfect application data for this thesis.

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No description available.