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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
1

Generalized Many-Body Expansion: A Fragment-Based Method for modeling Large Systems

Liu, Kuan-Yu 15 November 2019 (has links)
No description available.
2

Characterisation of orphan cytochrome P450s from Mycobacterium tuberculosis H37Rv

Nisbar, Nur Dayana Binti January 2018 (has links)
Tuberculosis is a disease that kills more people every year than any other infectious disease and is caused by the human pathogen, Mycobacterium tuberculosis (Mtb). This disease can be treated by a standard six month course of four antimicrobial drugs that have been in use since the 1960s. However, the rise of multi-drug resistant and extensively drug-resistant strains of TB has complicated the efforts to eradicate the disease. Therefore, there is a critical need for the development of new anti-TB drugs with a novel mechanism of action that can speed up treatment duration and help avoid resistance. The discovery of twenty genes encoding cytochrome P450 enzymes in the Mtb H37Rv genome sequence has pointed to the significance of these enzymes in the physiology and pathogenicity of this bacterium. Consequently, the characterisation of these Mtb P450 enzymes may define their physiological roles of which can be a novel anti-tubercular drug target. To date, the characterisations of selected Mtb P450 enzymes have highlighted their diverse and unexpected roles in the metabolism of cholesterol and lipids and the production of secondary metabolites. Biochemical and biophysical studies of these enzymes provided knowledge of their active site properties that may be exploited for drug discovery. Therefore, with the prospect of defining novel functions and identifying novel drug targets, characterisations of the remaining orphan Mtb P450s is of interest. M. tuberculosis CYP141A1 and CYP143A1 are orphan enzymes with unknown physiological function in Mtb which is characterised in this study through use of various spectroscopic and biophysical techniques. Interestingly, CYP141A1 can be expressed in form of which 54 amino acids (Del54CYP141A1) are deleted from the N-terminus. Although Del54CYP141A1 still retain spectroscopic characteristics, this form of P450 cannot be crystallized. Optimisation of full-length CYP141A1 buffer composition resulted to the formation of reproducible crystals and determination of CYP141A1 structure. Spectroscopic and structural characterisations presented in this thesis revealed many characteristics of CYP141A1 and CYP143A1 are comparable to previous Mtb P450s reported to date. CYP141A1 and CYP143A1 active site consist of b-type heme iron ligated by cysteine residue and a water molecule at its proximal and distal face, respectively. Both enzymes bind tightly to azole antifungal drugs highlighting their potential as a drug target. In addition, fragment-based screening applied to CYP141A1 and CYP143A1 provided the starting point for the development of potent, isoform-specific inhibitors for both orphan Mtb P450 enzymes. The first crystal structure of CYP141A1 and identification of new fragment binders of CYP141A1 and CYP143A1 are presented in this thesis. Overall, this research remains significant in providing new knowledge on the spectroscopic and structural properties of the M. tuberculosis P450s CYP141A1 and CYP143A1.
3

Development of a Bio-Molecular Fluorescent Probe Used in Kinetic Target-Guided Synthesis for the Identification of Inhibitors of Enzymatic and Protein-Protein Interaction Targets

Nacheva, Katya Pavlova 01 January 2012 (has links)
Abstract Fluorescent molecules used as detection probes and sensors provide vital information about the chemical events in living cells. Despite the large variety of available fluorescent dyes, new improved fluorogenic systems are of continued interest. The Diaryl-substituted Maleimides (DMs) exhibit excellent photophysical properties but have remained unexplored in bioscience applications. Herein we present the identification and full spectroscopic characterization of 3,4-bis(2,4-difluorophenyl)-maleimide and its first reported use as a donor component in Forster resonance energy transfer (FRET) systems. The FRET technique is often used to visualize proteins and to investigate protein-protein interactions in vitro as well as in vivo. The analysis of the photophysical properties of 3,4-bis(2,4-difluorophenyl)-maleimide revealed a large Stokes shift of 140 nm in MeOH, a very good fluorescence quantum yield in DCM (Ffl 0.61), and a high extinction coefficient ε(340) 48,400 M-1cm-1, thus ranking this molecule as superior over other reported moieties from this class. In addition, 3,4-bis(2,4-difluorophenyl)-maleimide was utilized as a donor component in two FRET systems wherein different molecules were chosen as suitable acceptor components - a fluorescent quencher (DABCYL) and another compatible fluorophore, tetraphenylporphyrin (TPP). It has been demonstrated that by designing a FRET peptide which contains the DM donor moiety and the acceptor (quencher) motif, a depopulation of the donor excited state occurred via intermolecular FRET mechanism, provided that the pairs were in close proximity. The Forster-Radius (R0) calculated for this FRET system was 36 % and a Forster-Radius (R0) of 26 % was determined for the second FRET system which contained TPP as an acceptor. The excellent photophysical properties of this fluorophore reveal a great potential for further bioscience applications. The 3,4-bis(2,4-difluorophenyl)-maleimide fluorescent moiety was also implemented in an alternative application targeting the enzyme carbonic anhydrase (CAs) are metalloenzymes that regulate essential physiologic and physio-pathological processes in different tissues and cells, and modulation of their activities is an efficient path to treating a wide range of human diseases. Developing more selective CA fluorescent probes as imaging tools is of significant importance for the diagnosis and treatment of cancer related disorders. The kinetic TGS approach is an efficient and reliable lead discovery strategy in which the biological target of interest is directly involved in the selection and assembly of the fragments together to generate its own inhibitors. Herein, we investigated whether the in situ click chemistry approach can be implemented in the design of novel CA inhibitors from a library of non-sulfonamide containing scaffolds, which has not been reported in the literature. In addition, we exploit the incorporation of the (recently reported by us) fluorescent moiety 3,4-bis(2,4-difluorophenyl)-maleimide) as a potential biomarker with affinity to CA, as well as two coumaine derivatives representing a newly discovered class of inhibitors. The screening of a set of library with eight structurally diverse azides AZ1-AZ8 and fifteen functionalized alkynes AK1-AK12 led to the identification of 8 hit combinations among which the most prominent ones were those containing the coumarine and fluorescent maleimide scaffolds. The syn- and anti-tirazole hit combinations, AK1AZ2, AK1AZ3, AK4AZ2, and AK4AZ3 were synthesized, and in a regioisomer-assignment co-injection test it was determined that the enzyme favored the formation of the anti-triazoles for all identified combinations. The mechanism of inhibition of these triazoles was validated by incubating the alkyne/azide scaffolds in the presence of Apo-CA (non-Zn containing) enzyme. It was demonstrated that the Zn-bound water/hydroxide was needed in order to hydrolyze the coumarins which generated the actual inhibitor, the corresponding hydroxycinnamic acid. The time dependent nature of the inhibition activity typical for all coumarine-based inhibitors was also observed for the triazole compounds whose inhibition constants (Ki) were determined in two independent experiments with pre-incubation times of 3 and 25 minutes, respectively. It was observed that the lower Ki values were determined, the longer the pre-incubations lasted. Thus, a novel type of coumarin-containing triazoles were presented as in situ generated hits which have the potential to be used as fluorescent bio-markers or other drug discovery applications. The proteins from the Bcl-2 family proteins play a central role in the regualtion of normal cellular homeostasis and have been validated as a target for the development of anticancer agents. Herein, in a proof-of-concept study based on a previous kinetic TGS study targeting Bcl-XL, it was demonstrated that a multi-fragment kinetic TGS approach coupled with TQMS technology was successfully implemented in the identification of known protein-protein modulators. Optimized screening conditions utilizing a triple quadruple mass spectrometer in the Multiple Reaction Monitoring (MRM) mode was demonstrated to be very efficient in kinetic TGS hit identification increasing both the throughput and sensitivity of this approach. The multi-fragment incubation approach was studied in detail and it was concluded that 200 fragment combinations in one well is an optimal and practical number permitting good acylsulfonamide detectability. Subsequently, a structurally diverse liberty of forty five thio acids and thirty eight sulfonyl azides was screened in parallel against Mcl-1 and Bcl-XL, and several potential hit combinations were identified. A control testing was carried out by substituting Bcl-XL with a mutant R139ABcl-XL, used to confirm that the potential kinetic TGS hit combinations were actually forming at the protein's hot spot and not elsewhere on the protein surface. Although, the synthesis of all these kinetic TGS hit compounds is currently ongoing, preliminary testing of several acylsulfonamides indicate that they disrupt the Bcl-XL/Bim or Mcl-1/Bim interaction.
4

Développement et validation du logiciel S4MPLE : application au docking moléculaire et à l'optimisation de fragments assistée par ordinateur dans le cadre du fragment-based drug design / Development and validation of molecular modeling tool S4MPLE : application to in silico fragment-based drug design, using molecular docking and virtual optimisation of fragment-like compounds

Hoffer, Laurent 03 June 2013 (has links)
Cette thèse a pour but de développer le pendant in silico des étapes clés du Fragment-Based Drug Design (FBDD), et ce dans le cadre plus général du développement de l'outil S4MPLE. Le FBDD génère des ligands drug-like à partir de petites molécules (fragments). Après une étape de validation de S4MPLE et de sa fonction d’énergie, un recentrage autour du FBDD est réalisé, à travers le docking puis l'optimisation virtuelle de fragments par growing ou linking (G/L). Cette stratégie reposesur 1) la création d’une chimiothèque focalisée en connectant un ou deux fragment(s) avec des linkers pré-générés, et 2) l’échantillonnage avec S4MPLE des composés chimères dans le site avec des contraintes. Des simulations de G/L plus ou moins ambitieuses (site flexible, ajout de H2O libres) permettent de valider cette approche avec des études rétrospectives basées sur des données expérimentales. La dernière phase de la thèse a consisté à appliquer ce protocole in silico à un projet de l’entreprise. / This work aims to develop in silico methods targeting the key stages of Fragment-Based Drug Design (FBDD), participating to the development of the molecular modeling tool S4MPLE. Briefly, FBDD generates ıdrug-likeı ligands from small organic molecules called fragments. After a validation step of S4MPLE and its energy function, the work focused on FBDD: molecular docking of fragments and their subsequent virtual optimization. The latter mimics standard evolution strategies in FBDD(growing and linking). This in silico approach involves among other two key stages 1) building of a focused library by plugging in pre-generated linkers into reference fragments using rules and 2) sampling of these new compounds under atomic and binding site constraints. Validation simulations, relying on known experimental data, included ıclassicalı growing / linking and more challenging ones (site flexibility, free waters). Finally, this strategy is applied to one project of the company.
5

Caractérisation structurale de la CTP : phosphocholine cytidylyltransférase de Plasmodium falciparum et identification de composés inhibiteurs basée sur la structure visant à cibler la voie de biosynthèse des phospholipides / Structural characterization of Plasmodium falciparum CTP : phosphocholine cytidylyltransferase and fragment-based drug design approach for targeting phospholipid biosynthesis pathway

Guca, Ewelina 18 February 2016 (has links)
À l’heure actuelle, le paludisme reste un problème de santé majeur et demeure une des maladies parasitaires les plus menaçantes. Parmi les cinq espèces de malaria infectant l’homme, Plasmodium falciparum est la forme la plus mortelle. Lors de la phase érythrocytaire de son cycle de vie, causant tous les symptômes du paludisme, P.falciparum utilise les phospholipides pour créer les membranes nécessaires au développement de cellules filles. Chez P. falciparum, la phosphatidylcholine est principalement obtenue grâce à la voie de synthèse de novo, dite voie de Kennedy. Dans cette voie de biosynthèse, la seconde étape catalysée par la CTP:phosphocholine cytidylyltransferase [EC 2.7.7.15] est limitante et apparait essentielle pour la survie du parasite murin P. berghei lors de la phase sanguine. Les objectifs de mon travail de thèse ont été de caractériser structuralement cette enzyme et d’identifier des effecteurs, principalement grâce à des approches de « fragment-based drug design » (FBDD). Ainsi, la première structure cristalline du domaine catalytique de l’enzyme (PfCCT) a été déterminée avec une résolution de 2.2 Å. De plus, les structures de trois complexes enzyme-substrat (en présence de CMP, de phosphocholine ou de choline) et d’un complexe enzyme-produit (CDP-Choline) ont été déterminées. Ces structures cristallographiques apportent des informations détaillées sur la poche de liaison de l’enzyme et elles ont révélé des informations sur le mécanisme de la réaction catalytique à l’échelle atomique. La seconde partie de ma thèse présente les méthodes développées pour identifier des inhibiteurs potentiels de la PfCCT. Une approche de FBDD a été utilisée pour identifier et sélectionner de petites molécules (fragments, PM<300 Da) se liant à la PfCCT. Diverses techniques biophysiques (fluorescence-based thermal shift assay, différence de transfert de saturation par RMN, dénaturation chimique isotherme) ont permis la sélection de 23 fragments à partir du criblage d’une bibliothèque (~ 300 molécules). En parallèle, un criblage in silico de plus grandes bibliothèques de fragments (environ 15 000 composés) a permis d’identifier 100 fragments “hits”. Enfin, 5 composés déjà connus pour inhiber la croissance parasitaire (Malaria Box fournit par Medecines for Malaria Venture) ont été sélectionnés pour leur inhibition de l’activité de la PfCCT recombinante. L’ensemble de ces données ouvre la voie pour l’élaboration de futurs composés ciblant la PfCCT et inhibant la biosynthèse de phosphatidylcholine chez P. falciparum. / Malaria remains a major global health problem and the most threatening parasitic disease. Among the 5 malaria species that affect humans, Plasmodium falciparum is the most deadly form. During its life cycle, in erythrocytic stage, which causes all the malaria symptoms, P. falciparum relies on phospholipids to build the membranes necessary for daughter cell development. Approximately 85% of parasite phospholipids consist of phosphatidylcholine (PC) and phosphatidylethanolamine (PE) synthesized by the parasite through the de novo Kennedy pathways. In the pathway of phosphatidylcholine biosynthesis, the second step catalyzed by CTP:phosphocholine cytidylyltransferase [EC 2.7.7.15] is rate limiting and appears essential for the parasite survival at its blood stage. In this PhD thesis I focus on the structural characterization of this enzyme and the identification of effectors mainly by fragment-based drug design approach (FBDD). The first reported crystal structure of the catalytic domain of the enzyme target (PfCCT) has been solved at resolution 2.2 Å. Four other crystal structures of PfCCT in complex with substrates (CMP, phosphocholine and choline) or product (CDP-choline) have been determined. These structural data give detailed images of the binding pocket and reveal the enzyme structures at all catalytic steps that provide crucial information on the catalytic mechanism at atomic level. The second part of the project present the methods developed to identify potential PfCCT inhibitors. A FBDD approach was used in order to identify and select small molecules (fragments, MW< 300 Da) binding to the PfCCT. A combination of biophysical techniques (fluorescence-based thermal shift assay, saturation transfer difference NMR and isothermal chemical denaturation) allowed the selection of 23 fragment hits from the screenings of fragment library (~ 300 molecules). In parallel in silico screening of larger fragment libraries (~15,000 compounds) resulted in 100 selected hits. Finally, 5 compounds already known to inhibit parasite growth (Malaria Box from Medicines for Malaria Venture) were selected for their inhibition of the recombinant PfCCT activity. The results obtained within this thesis brought important knowledge and structural insights on the catalytic mechanism of PfCCT. Taken together, these results pave the way for future structure-based drug design to target PfCCT and to inhibit the essential phosphatidylcholine biosynthesis in P. falciparum.
6

Fragment Based Drug Discovery with Surface Plasmon Resonance Technology

Nordström, Helena January 2013 (has links)
Fragment based drug discovery (FBDD) has been applied to two protease drug targets, MMP-12 and HIV-1 protease. The primary screening and characterization of hit fragments were performed with surface plasmon resonance -technology. Further evaluation of the interaction was done by inhibition studies and in one case with X-ray crystallography. The focus of the two projects was different. Many MMP inhibitors contain a strong zinc chelating group, hydroxamate, interacting with the catalytic zinc atom. This strategy may be the cause for the low specificity of MMP inhibitors. Using FBDD we found a fragment with an unusual strong affinity for MMP-12. An inhibition assay confirmed that it was an inhibitor but indicated a stoichiometry of 2:1. Crystallography data revealed that an adduct of the fragment was bound in the active site, with interactions both with the catalytic zinc and the S1’ pocket. This may present a new scaffold for MMP-12 inhibitors. For HIV-1 protease the focus was on identifying inhibitors not sensitive to current resistance mutations. A fragment library for screening with SPR-technology was designed and used for screening against wild type enzyme and three variants with resistance mutations. Many of the hits were promiscuous but a number of fragments with possible allosteric inhibition mechanism were identified. The temperature dependency of the dissociation rate and reported resistance mutations was studied with thermodynamics. A good, but not perfect correlation was found between resistance and both the dissociation data and the free energy for dissociation compared to data from wild type enzyme. However, the type of mutation also influenced the results. The flap mutation G48V displayed thermodynamic profiles not completely correlating with resistance. It was found that dissociation rate and thermodynamics may complement each other when studying resistance, but only one of them may not be enough.
7

Etude et modulation des interactions protéine-protéine : l’activation de la petite protéine G Arf1 par son facteur d’échange Arno / Study and modulation of protein-protein interactions : Activation of the small G protein (Arf1) by its guanidine exchange factor (ARNO)

Rouhana, Jad 10 April 2013 (has links)
Arf1 est une petite protéine G (pG), essentiellement impliquée dans le trafic vésiculaire. Arf1 oscille entre deux conformations, l'une active liée au GTP et l'autre inactive associée au GDP. Arno est un des facteurs d'échange (GEF) capable d'activer Arf1 en stimulant l'échange GDP/GTP. Suractivée dans les cellules invasives du cancer du sein, Arf1 joue un rôle important dans la migration et la prolifération des cellules cancéreuses.Le but de ma thèse s'inscrit dans l'étude et la modulation de l'interaction pG-GEF, et plus spécifiquement, le couple Arf1-Arno. Mon travail a été planifié autour de deux axes: (1) L'étude fine de l'interaction entre Arf1 et Arno, et sa modulation avec un inhibiteur connu la Bréféldine A (BFA). (2) La mise en place d'une stratégie de conception d'inhibiteurs de l'interaction protéine-protéine du couple Arf1-Arno.Dans un premier temps, nous avons mis en place une méthode basée sur la résonance plasmonique de surface (SPR) permettant la détermination des paramètres cinétiques de l'interaction entre Arf1 et Arno. Nous avons précisé aussi les conséquences des partenaires allostériques (GDP, GTP, et Mg2+) et de la BFA sur les paramètres cinétiques de l'interaction. Ceci a permis une analyse fine de la régulation allostérique et du mode d'action de la BFA. Appliquée à d'autres inhibiteurs, cette méthode permettra d'examiner leur mécanisme d'inhibition.Dans la deuxième partie j'expose, la stratégie que nous avons utilisé pour la conception rationnelle d'inhibiteur de l'interaction entre Arf1 et Arno. Elle est basée sur le criblage virtuel de fragments au niveau des résidus clé « hotspots » de l'interaction, la validation des molécules-touches par des techniques biophysiques, et l'élimination de molécules artefacts. Les structures des complexes fragments-Arno ont été résolues, ce qui confirme la validité de cette stratégie ouvrant la voie vers l'optimisation moléculaire pour obtenir des inhibiteurs plus efficaces. / Arf1 is a small GTPases, essentially involved in the vesicular traffic. Arf1 switch between two conformations, an active form bound to GTP and an inactive form bound to GDP. Arno is one of the exchange factors (GEF) that can activate Arf1, through its catalytic Sec7 domain, promoting the exchange of GDP by GTP. Activated in breast cancer cells, Arf1 plays an important role in the migration and proliferation of cancer cells.The aim of my thesis was the study and the modulation of the interaction between small G proteins and their GEFs, more precisely the Arf1-Arno interaction. My work has been planned around two axes: (1) the study of the interaction between Arf1 and Arno, and its modulation with a known inhibitor Brefeldin A (BFA). (2) The development of a rational strategy for designing inhibitors of protein-protein interaction for the Arf1-Arno complex.In the first part of my PhD work, we set up a Surface Plasmon Resonance (SPR) method allowing to determine the kinetic parameters of the interaction between Arf1 and Arno. We also studied the effects of allosteric partners such as GDP, GTP and Mg2+ as well as the known uncompetitive inhibitor (Brefeldin A). This SPR approach allowed a very informative analysis at qualitative and quantitative levels of the various complexes taking place during the exchange reaction that should help to solve the inhibitory mechanism for the known inhibitors reported in the literature. In the second part of my thesis, we propose a strategy for targeting the interaction between Arf1and Arno. This approach is based on virtual screening of fragments at hotspot regions. Using biophysical techniques such fluorescence techniques, SPR, NMR and X-Ray crystallography, we identified and validated Hits, showing by crystallographic structural data their modes of interaction with the target protein Arno. A fluorescence polarization test was also developed to identify false positive fragments to eliminate promiscuous aggregators. Taken together, our work proposes a method based on SPR allowing the study of known inhibitors of GEFs, understanding at molecular level their mode of action. We also propose a general strategy for finding Hit fragments that designing competitive inhibitor of the interaction small G protein with its GEFs, that can be the scaffold for designing more powerful inhibitors.
8

Planejamento de inibidores baseado em fragmentos moleculares para a enzima gliceraldeído-3-fosfato desidrogenase de Trypanosoma cruzi / Design of inhibitors through fragment-based drug discovery for the enzyme glyceraldehyde-3-phosphate dehydrogenase from Trypanosoma cruzi

Sartori, Geraldo Rodrigues 20 April 2012 (has links)
A Doença de Chagas, endêmica na América Latina, é causada pelo parasito tripanossomatídeo Trypanosoma cruzi e atualmente já se espalha para o restante do mundo devido à migração humana. Os dois medicamentos disponíveis para o tratamento dessa doença, o Nifurtimox, (banido do Brasil), e o Benzonidazol, são eficazes somente na etapa aguda da doença e possuem efeitos colaterais severos. Recentemente, três novas substâncias para o tratamento chegaram à fase clínica de testes contra essa doença, mas ainda é necessária a pesquisa de novas moléculas contra esse parasito. A enzima Gliceraldeído-3-fosfato Desidrogenase (GAPDH) foi selecionada como alvo para busca de moléculas potencialmente tripanossomicidas. De forma a inibir essa enzima, a busca de moléculas baseou-se na abordagem de fragmentos moleculares para encontrar substâncias com elevada eficiência de ligante. A partir de um banco de dados comercial de 500 mil moléculas, filtros moleculares de solubilidade e da Regra dos Três foram aplicados para montar uma biblioteca focalizada de moléculas. Essa biblioteca foi submetida a estudos integrados baseados na estrutura do alvo macromolecular (docagem) e do substrato da enzima (similaridade química e eletrostática) e a inspeção visual dos fragmentos bem classificados em ambas técnicas foi realizada de modo a selecionar cinco compostos de classes químicas diversas. Essas substâncias foram submetidas a ensaios enzimáticos in vitro por meio de espectroscopia de fluorescência, sendo encontrado então um fragmento com Ki de (425 &plusmn; 53) &mu;M e eficiência de ligante de 0,33, valor bastante promissor para abordagem baseada em fragmentos moleculares. Estudos de simulação por Dinâmica Molecular (MD) foram feitos para as cinco moléculas adquiridas, com energia de interação ligante-enzima calculada usando o método MM-GB/SA. A classificação das moléculas por essa energia foi idêntica à obtida experimentalmente. Além disso, a MD possibilitou a predição de modo de interação dos fragmentos no sítio ativo da TcGAPDH e a identificação de uma nova cavidade passível de modulação de sua atividade. Uma segunda série de fragmentos foi selecionada baseada no fragmento ativo de modo a construir uma relação estrutura-atividade (SAR) teórica por MD. A SAR sugere que a presença de um átomo nitrogênio capaz de doar ligações de hidrogênio é importante para a interação, com o resíduo de aminoácido Asp210. Este resíduo de aminoácido desponta como um possível ponto de seletividade para a enzima humana, que possui uma leucina nessa posição. Além disso, a posição na substituição do anel central também está diretamente relacionada à interação da molécula com a enzima, com uma substituição 2,3 em um anel de cinco membros a mais favorável. Este trabalho identificou pela primeira vez um fragmento molecular com alta eficiência de ligante para a enzima TcGAPDH, com o auxílio do uso conjunto de técnicas baseadas na estrutura do ligante e do alvo, para seleção de moléculas, e espectroscopia de fluorescência para identificação de atividade inibitória frente à enzima. Método de simulação por MD conseguiu reproduzir os resultados experimentais e prover informações teóricas de SAR para o composto ativo. / Chagas disease is a parasitic illness endemic in Latin America caused by the trypanosomatid parasite Trypanosoma cruzi that spreads around the world due to people migration. Nowadays, Benznidazole and Nifurtimox (banned in Brazil), are used for the treatment of this disease but causes severe side effects to patients. Recently, three new molecules have reached clínical trials phase in the development of drugs against Chagas disease but it is still necessary to develop new drugs. In this studies, the enzyme Glyceraldehyde-3-phosphate Dehydrogenase (GAPDH) was used as a target for the search of new antitrypanosomatid molecules. It belongs to the glycolytic pathway, the major one for parasite\'s energy generation. With the aim searching a new molecule that inhibits this enzyme, the fragment-based approach guided the search of molecules with high ligand efficiency. A focused compound library was assembled from a database of 500,000 molecules using molecular and solubility filters and the Rule of Three. The integrated use of ligand (chemical and electrostatic similarity) and target (molecular docking) based drug design was carried out to rank the molecular fragments by a consensual score. Through visual inspection of the top 500 molecules five diverse fragments were selected for the in vitro enzymatic assays using fluorescence spectroscopy. One of these molecules shows a Ki equals to (425 &plusmn; 53) &mu;M and ligand efficiency equals to 0,33, a promising value for the fragment-based approach. Additionally, Molecular Dynamics simulations (MD) were carried out with these fragments and the predicted energy of interaction for fragment-enzyme complex was able to rank the molecules as using the experimental results. Furthermore, the MD was useful to predict the mode of interaction of the fragments in the active site of enzyme and to reveal a new cavity close to the substrate binding site. A second generation of compounds was selected based on the structure of the active fragment to construct theoretical structure-activity relationship (SAR) using MD. SAR indicates that the presence of a nitrogen with hydrogen-bond donor property is important to the interaction, making hydrogen-bonding with the amino acid residue Asp210. In addition, MD shows the influence of different substituent posítion in the central ring in the energy of the interaction, with a 2,3 substitution at five-atom ring the most favorable. This study identifies the first molecular fragment with high ligand efficiency for the enzyme TcGAPDH, with the combined use of ligand and target-based tools and fluorescence spectroscopy, for selection and identification of active compounds against the enzyme. MD was able to reproduce experimental results and generate theoretical information of SAR to the active molecular fragment.
9

Planejamento de inibidores baseado em fragmentos moleculares para a enzima gliceraldeído-3-fosfato desidrogenase de Trypanosoma cruzi / Design of inhibitors through fragment-based drug discovery for the enzyme glyceraldehyde-3-phosphate dehydrogenase from Trypanosoma cruzi

Geraldo Rodrigues Sartori 20 April 2012 (has links)
A Doença de Chagas, endêmica na América Latina, é causada pelo parasito tripanossomatídeo Trypanosoma cruzi e atualmente já se espalha para o restante do mundo devido à migração humana. Os dois medicamentos disponíveis para o tratamento dessa doença, o Nifurtimox, (banido do Brasil), e o Benzonidazol, são eficazes somente na etapa aguda da doença e possuem efeitos colaterais severos. Recentemente, três novas substâncias para o tratamento chegaram à fase clínica de testes contra essa doença, mas ainda é necessária a pesquisa de novas moléculas contra esse parasito. A enzima Gliceraldeído-3-fosfato Desidrogenase (GAPDH) foi selecionada como alvo para busca de moléculas potencialmente tripanossomicidas. De forma a inibir essa enzima, a busca de moléculas baseou-se na abordagem de fragmentos moleculares para encontrar substâncias com elevada eficiência de ligante. A partir de um banco de dados comercial de 500 mil moléculas, filtros moleculares de solubilidade e da Regra dos Três foram aplicados para montar uma biblioteca focalizada de moléculas. Essa biblioteca foi submetida a estudos integrados baseados na estrutura do alvo macromolecular (docagem) e do substrato da enzima (similaridade química e eletrostática) e a inspeção visual dos fragmentos bem classificados em ambas técnicas foi realizada de modo a selecionar cinco compostos de classes químicas diversas. Essas substâncias foram submetidas a ensaios enzimáticos in vitro por meio de espectroscopia de fluorescência, sendo encontrado então um fragmento com Ki de (425 &plusmn; 53) &mu;M e eficiência de ligante de 0,33, valor bastante promissor para abordagem baseada em fragmentos moleculares. Estudos de simulação por Dinâmica Molecular (MD) foram feitos para as cinco moléculas adquiridas, com energia de interação ligante-enzima calculada usando o método MM-GB/SA. A classificação das moléculas por essa energia foi idêntica à obtida experimentalmente. Além disso, a MD possibilitou a predição de modo de interação dos fragmentos no sítio ativo da TcGAPDH e a identificação de uma nova cavidade passível de modulação de sua atividade. Uma segunda série de fragmentos foi selecionada baseada no fragmento ativo de modo a construir uma relação estrutura-atividade (SAR) teórica por MD. A SAR sugere que a presença de um átomo nitrogênio capaz de doar ligações de hidrogênio é importante para a interação, com o resíduo de aminoácido Asp210. Este resíduo de aminoácido desponta como um possível ponto de seletividade para a enzima humana, que possui uma leucina nessa posição. Além disso, a posição na substituição do anel central também está diretamente relacionada à interação da molécula com a enzima, com uma substituição 2,3 em um anel de cinco membros a mais favorável. Este trabalho identificou pela primeira vez um fragmento molecular com alta eficiência de ligante para a enzima TcGAPDH, com o auxílio do uso conjunto de técnicas baseadas na estrutura do ligante e do alvo, para seleção de moléculas, e espectroscopia de fluorescência para identificação de atividade inibitória frente à enzima. Método de simulação por MD conseguiu reproduzir os resultados experimentais e prover informações teóricas de SAR para o composto ativo. / Chagas disease is a parasitic illness endemic in Latin America caused by the trypanosomatid parasite Trypanosoma cruzi that spreads around the world due to people migration. Nowadays, Benznidazole and Nifurtimox (banned in Brazil), are used for the treatment of this disease but causes severe side effects to patients. Recently, three new molecules have reached clínical trials phase in the development of drugs against Chagas disease but it is still necessary to develop new drugs. In this studies, the enzyme Glyceraldehyde-3-phosphate Dehydrogenase (GAPDH) was used as a target for the search of new antitrypanosomatid molecules. It belongs to the glycolytic pathway, the major one for parasite\'s energy generation. With the aim searching a new molecule that inhibits this enzyme, the fragment-based approach guided the search of molecules with high ligand efficiency. A focused compound library was assembled from a database of 500,000 molecules using molecular and solubility filters and the Rule of Three. The integrated use of ligand (chemical and electrostatic similarity) and target (molecular docking) based drug design was carried out to rank the molecular fragments by a consensual score. Through visual inspection of the top 500 molecules five diverse fragments were selected for the in vitro enzymatic assays using fluorescence spectroscopy. One of these molecules shows a Ki equals to (425 &plusmn; 53) &mu;M and ligand efficiency equals to 0,33, a promising value for the fragment-based approach. Additionally, Molecular Dynamics simulations (MD) were carried out with these fragments and the predicted energy of interaction for fragment-enzyme complex was able to rank the molecules as using the experimental results. Furthermore, the MD was useful to predict the mode of interaction of the fragments in the active site of enzyme and to reveal a new cavity close to the substrate binding site. A second generation of compounds was selected based on the structure of the active fragment to construct theoretical structure-activity relationship (SAR) using MD. SAR indicates that the presence of a nitrogen with hydrogen-bond donor property is important to the interaction, making hydrogen-bonding with the amino acid residue Asp210. In addition, MD shows the influence of different substituent posítion in the central ring in the energy of the interaction, with a 2,3 substitution at five-atom ring the most favorable. This study identifies the first molecular fragment with high ligand efficiency for the enzyme TcGAPDH, with the combined use of ligand and target-based tools and fluorescence spectroscopy, for selection and identification of active compounds against the enzyme. MD was able to reproduce experimental results and generate theoretical information of SAR to the active molecular fragment.
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Fragment synthesis : pharmacophore and diversity oriented approaches

North, Andrew James Peter January 2019 (has links)
This thesis explores two approaches to fragment-based drug discovery. First, protein target CK2 was chosen due to its importance in the cancer phenotype. A literature fragment, NMR154L, proved to be a promising compound for fragment development, due to its binding at the interface site of the protein rather than the highly conserved ATP pocket. Analogues were synthesised of this fragment leading to a candidate with a better IC50. Additionally, computer modelling of the interface site suggested that a series of spirocyclic compounds would inhibit this protein. These were synthesised and tested in vitro. Results from these tests were analysed and informed the synthesis of new inhibitors with the aid of crystal structures and computer modelling. Secondly, to address the lack of spirocyclic scaffolds in fragment screening libraries a number of diversity-orientated synthetic campaigns were undertaken. The first of these utilised glycine as starting material. Two terminal alkenes were installed. The alkenes were linked and the amino and acidic residues cyclised. This allowed for the formation of a diverse range of spirocyclic scaffolds from this one starting material. Having established chemistry for linking amino and acidic residues a campaign with dehydroalanine was under taken. This would allow for the installation of the second ring by pericyclic chemistry as well as using chemistry previously established. This pericyclic chemistry was also applied to synthesising spirocycles from rings with exocyclic double bonds. These being readily installed from Wittig chemistry, this allowed utilisation of starting materials which contained a cyclic ketone. Of these azetidinone was a good candidate due to the fact it was a commercially available building block and allowed access to spirocycles containing a 4-membered ring; an underrepresented ring size. Finally, computation analysis was carried out on the library to assess it diversity and any potential biological targets which these fragments may inhibit.

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