Les interactions protéine-protéine (IPPs) contrôlent de nombreux processus physiologiques importantsdans les cellules humaines. Une caractéristique des cancers est l'échappement des cellules àl'apoptose, qui est souvent associé à la surexpression de protéines anti-apoptotiques, membres de lafamille de protéines Bcl-2. Cette famille comprend des membres anti-apoptotiques (Bcl-2, Bcl-xL,Mcl-1) et pro-apoptotiques. Dans de nombreux cancers dont les cancers de l’ovaire chimiorésistants,l'équilibre entre les membres pro- et anti-apoptotiques de la famille de protéines Bcl-2 est altéré etconduit à la survie des cellules cancéreuses. Une des stratégies envisagées pour surmonter cettechimiorésistance est rétablir l’apoptose par l’inhibition concomitante des protéines Mcl-1 et Bcl-xL.L’objectif est de concevoir des inhibiteurs à dualité d’action visant les protéines Mcl-1 et Bcl-xL.Les travaux antérieurs du laboratoire ont permis la découverte d’un inhibiteur sélectif de la protéineMcl-1, appelé Pyridoclax. Par une approche combinant les méthodes de Fragment-Based Drug Designet Structure-Based Drug Design, à partir de la structure du Pyridoclax, la conception de dual inhibiteurs,leur synthèse et leur évaluation biologique, sont rapportées dans cette thèse. L’exploration de nouveauxespaces chimiques et biologiques est ainsi rendue possible par la mise en oeuvre de cette approche ausein de laquelle le développement de nouvelles méthodologies de synthèse dans le but de concevoirdes fragments tridimensionnels originaux sera présenté.Ces travaux de thèse ont permis de concevoir, synthétiser et caractériser plus de 90 molécules.Certaines ont montré une activité pro-apoptotique intéressante en inhibant les protéines Mcl-1 et Bcl-xLnotamment. / Protein-protein interactions (PPIs) control many important physiological processes within human cells.A hallmark of cancers is the escape of cells from apoptosis, which is often associated with theoverexpression of the anti-apoptotic proteins of the Bcl-2 family. This family comprises pro-survival(Bcl-2, Bcl-xL, Mcl-1) and pro-apoptotic members. In many cancers and, in particular, chemoresistantovarian cancers, the balance between the pro- and anti-apoptotic Bcl-2 family members is alteredleading to the survival of cancerous cells. One of the strategies used to overcome chemoresistance isto re-establish apoptosis by the concomitant inhibition of Mcl-1 and Bcl-xL proteins. Therefore, theobjective is to design dual Mcl-1/Bcl-xL inhibitors.Our groups previous work allowed the discovery of a selective Mcl-1 inhibitor, named Pyridoclax. UsingFragment-Based Drug Design and Structure-Based Drug Design approaches, from the structure ofPyridoclax, the design, synthesis and biological evaluation of dual inhibitors are reported in this thesis.The exploration of novel chemical and biological space is possible by the implementation of thisapproach. The development of synthetic methodologies for the design of new 3-dimensional fragmentswill be presented.In this work, around 90 molecules were synthesized using an approach which combined Fragment-Based Drug Design and Structure-Based Drug Design methods. Some showed a pro-apoptotic activityby inhibiting Mcl-1 and Bcl-xL proteins.

Le domaine de l'épigénétique couvre l'ensemble des phénomènes héritables et transmissibles qui interviennent dans l'expression du génome sans modifier la séquence nucléotidique. L'information épigénétique est régulée par les modifications de la chromatine impliquant les histones et l'ADN. La méthylation de l'ADN est un phénomène réversible jouant un rôle crucial dans l'expression des gènes puisque la méthylation des promoteurs de gènes empêche leur transcription. La modulation aberrante de cette marque épigénétique est associée à diverses pathologies telles que le cancer. Cette méthylation étant réversible, elle peut être ciblée afin de reprogrammer la cellule cancéreuse. Les méthyltransferases d'ADN (DNMT), étant les enzymes responsables de la méthylation, représentent la cible principale de notre stratégie de recherche. Leur inhibition par des petites molécules est au centre de nos recherches de thérapies anticancéreuses dont les bases sont représentées par deux catégories d'inhibiteurs de DNMT existant. Les premiers sont des analogues de cytosine qui est la cible de la méthylation. Ils sont connus pour s'intégrer dans l'ADN et former un complexe covalent irréversible avec l’enzyme (complexe suicide) mais ils souffrent d'un manque de stabilité et de certains effets indésirables dus à leur incorporation dans l’ADN. Les seconds sont les inhibiteurs non nucléosidiques qui sont divers et parfois connus pour cibler d’autres enzymes. Ils ont l’avantage de pouvoir être utilisés comme sondes pour comprendre plus précisément le mécanisme d'inhibition mais ils manquent de spécificité et de sélectivité. Au cours de cette thèse, une banque de molécules a été criblée à partir de la combinaison d'un test enzymatique et d'un test cellulaire visant à inhiber ces enzymes. Les synthèses de trois familles de molécules potentiellement inhibitrices de DNMT issus de ce criblage sont décrites en expliquant le chemin de drug design emprunté pour obtenir des informations mécanistiques d’inhibition de la méthylation d’ADN, notamment de réactivité avec la cible. Les découvertes ont été inspirées par des études de modélisation permettant de mettre en évidence une sélectivité de certains inhibiteurs. La synthèse chimique a également abouti à une nouvelle voie de synthèse d’accès aux diaminopyrimidines dont l’impact permet de faciliter les études chimiques de dérivés quinazolines comme inhibiteur non nucléosidiques utiles pour les thérapies anticancéreuses. / Epigenetic is defined as the study of heritable changes in the genes expression without altering the DNA sequence. Two main processes are implicated in this field, the histones modifications and the DNA methylation. By introducing an acetyl or a methyl group on the histone tails or by methylation of DNA, the chromatin state is modified and the gene expression is controlled. Aberrant epigenetic modifications are associated with several diseases, in particular with cancer. In cancer cells, the whole DNA is hypomethylated, thus promoting genome instability, while the promoter region is hypermethylated, inducing silencing of these genes. Overall, these observations indicate that DNA methylation is a central epigenetic process in cancerogenesis. Since DNA methylation is reversible, it is possible to target the methylation process in order to reactivate tumor suppressor genes. The DNA methyltransferases (DNMTs), the enzymes responsible for DNA methylation, use the SAM co-factor at specific CpG sites to product 5-methylcytosine. Three main isoforms (DNMT1, DNMT3A and DNMT3B) are described to ensure efficient methylation process during replication. Two families of DNMT inhibitors already exist, the nucleosidiques analogues are cytidine derivatives and are toxic molecules because of their incorporation into DNA, and the non-nucleosidic analogues are less toxic but also less potent. Our strategy of drug design is based on docking study and high throughput screening (HTS) information. First, novel potent derivatives of reference inhibitors are designed from molecular modelling. Then, three different families of compounds from HTS are described with appropriate structure-activity relationship studies. Mechanistic information on DNA methylation process are described through the discovery of a reactive inhibitor of DNMT3A. The study on a family of hydrazone derivatives of gallic acid is depicted and shows its selectivity for DNMT3A, compared to DNMT1, based on docking study. An alternative chemical pathway to diaminopyrimidines is described and extended to the synthesis of quinazolone in order to synthesize new quinazoline derivatives as potent inhibitors of DNMT. Promising informations are described in this thesis to enrich epigenetic knowledge of tumor genesis and to provide new molecules for anticancer therapy.

<div>Deep neural networks (DNNs) have gained tremendous attention over the recent years due to their outstanding performance in solving many problems in different fields of science and technology. Currently, this field is of interest to many researchers and growing rapidly. The ability of DNNs to learn new concepts with minimal instructions facilitates applying current DNN-based methods to new problems. Here in this dissertation, three methods based on DNNs are discussed, tackling different problems in the field of computer-aided drug design.</div><div><br></div><div>The first method described addresses the problem of prediction of hydration properties from 3D structures of proteins without requiring molecular dynamics simulations. Water plays a major role in protein-ligand interactions and identifying (de)solvation contributions of water molecules can assist drug design. Two different model architectures are presented for the prediction the hydration information of proteins. The performance of the methods are compared with other conventional methods and experimental data. In addition, their applications in ligand optimization and pose prediction is shown.</div><div><br></div><div>The design of de novo molecules has always been of interest in the field of drug discovery. The second method describes a generative model that learns to derive features from protein sequences to design de novo compounds. We show how the model can be used to generate molecules similar to the known for the targets the model have not seen before and compare with benchmark generative models.</div><div><br></div><div>Finally, it is demonstrated how DNNs can learn to predict secondary structure propensity values derived from NMR ensembles. Secondary structure propensities are important in identifying flexible regions in proteins. Protein flexibility has a major role in drug-protein binding, and identifying such regions can assist in development of methods for ligand binding prediction. The prediction performance of the method is shown for several proteins with two or more known secondary structure conformations.</div>

Apurinic/apyrimidinic DNA repair endonuclease-1 (APE1), first recognized as an important DNA excision repair enzyme, is also known as Redox Factor-1 (Ref-1) involved in the activation of many nuclear transcription factors in both redox-dependent and independent manner. It has been well-documented that the overexpression of APE/Ref-1 contributes to the development of chemo-resistance and is associated with tumor progression in many human malignancies [1]. Our previous study in melanoma demonstrated that the development of novel inhibitors targeting the redox regulation domain of APE/Ref-1 is a promising strategy for melanoma treatment. To date, limited successes have been reported in developing novel APE/Ref-1 inhibitors for cancer treatment. Utilizing a structure-based approach, our study identified and characterized small molecular inhibitors of APE/Ref-1. First, N-terminally truncated APE/Ref-1 protein lacking the first 40 amino acid residues (∆40APE-1wt) was cloned into the pGEX-6P1 vector to express the GST-∆40APE-1wtprotein. After cleavage of GST-tag, the concentrated ∆40APE-1wt protein was subjected to protein crystallization study. We have successfully diffracted ∆40APE-1wt crystals and collected data with a resolution of 1.57Å. The crystal structure was further determined by molecular replacement in Molrep using the already available human APE-1 structure (PDB: 5CFG). For the first time, we observed the dimerization of APE/Ref-1 protein formed under oxidative conditions, which may contribute to the redox regulation of APE/Ref-1. Such structural transformation of APE/Ref-1 protein under distinct redox conditions may pave the way for future drug development and optimization. The binding affinity of the candidate compounds with ∆40APE-1wt protein was also determined using Surface Plasmon Resonance (SPR), and the Ki values were analyzed. One of the potent inhibitors developed by our group by structure-based approach, exhibited promising anti-melanoma activities both in vitro and in vivo. Future studies on the structure-activity association are warranted.

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No description available.

Dihydrodipicolinate Synthase (EC 4.3.3.7; DHDPS), the product of the dapA gene, is an enzyme that catalyzes the condensation of pyruvate and S-aspartate-β-semialdehyde (ASA) into dihydrodipicolinate via an unstable heterocyclic intermediate, (4S)-hydroxy-2,3,4,5-tetrahydro-(2S)-dipicolinic acid. DHDPS catalyzes the first committed step in the biosynthesis of ʟ-lysine and meso-diaminopimelate; each of which is a necessary cross-linking component between peptidoglycan heteropolysacharide chains of bacterial cell walls. Therefore, strong inhibition of DHDPS would result in disruption of meso-diaminopimelate and ʟ-lysine biosynthesis in bacteria leading to decreased bacterial growth and cell lysis. Much attention has been given to targeting the active site for inhibition; however DHDPS is subject to natural feedback inhibition by ʟ-lysine at an allosteric site. In DHDPS from Campylobacter jejuni ʟ-lysine is known to act as a partial uncompetitive inhibitor with respect to pyruvate and a partial mixed inhibitor with respect to ASA. Little is known about how the protein structure facilitates the natural inhibition mechanism and mode of allosteric signal transduction. This work presents ten high resolution crystal structures of Cj-DHDPS and the mutant Y110F-DHDPS with various substrates and inhibitors, including the first reported structure of DHDPS with ASA bound to the active site. As a body of work these structures reveal residues and conformational changes which contribute to the inhibition of the enzyme. Understanding these structure function relationships will be valuable for the design of future antibiotic lead compounds. When an inhibitor binds to the allosteric site there is meaningful shrinkage in the solvent accessible volume between 33% and 49% proportional to the strength of inhibition. Meanwhile at the active site the solvent accessible volume increases between 5% and 35% proportional to the strength of inhibition. Furthermore, inhibitor binding at the allosteric site consistently alters the distance between hydroxyls of the catalytic triad (Y137-T47-Y111') which is likely to affect local pKa's. Changes in active site volume and modification of the catalytic triad would inhibit the enzyme during the binding and condensation of ASA. The residues H56, E88, R60 form a network of hydrogen bonds to close the allosteric site around the inhibitor and act as a lid. Comparison of ʟ-lysine and bislysine bound to wt-DHDPS and Y110F-DHDPS indicates that enhanced inhibition of bislysine is most likely due to increased binding strength rather than altering the mechanism of inhibition. When ASA binds to the active site the network of hydrogen bonds among H56, E88 and R60 is disrupted and the solvent accessible volume of the allosteric site expands by 46%. This observation provides some explanation for the reduced affinity of ʟ-lysine in high ASA concentrations. ʟ-Lysine, but not other inhibitors, is found to induce dynamic domain movements in the wt-DHDPS. These domain movements do not appear to be essential to the inhibition of the enzyme but may play a role in cooperativity between monomers or governing protein dynamics. The moving domain connects the allosteric site to the dimer-dimer interface. Several residues at the weak dimer interface have been identified as potentially involved in dimer-dimer communication including: I172, D173, V176, I194, Y196, S200, N201, K234, D238, Y241, N242 and K245. These residues are not among any previously identified as important for formation of the quaternary structure.

Cocaine abuse is a world-wide public health and social problem without a U.S. Food and Drug Administration (FDA)-approved medication. An ideal anti-cocaine medication would accelerate cocaine metabolism producing biologically inactive metabolites by administration of an efficient cocaine-specific exogenous enzyme. Recent studies in our lab have led to discovery of the desirable, highly efficient human cocaine hydrolases (hCocHs) that can efficiently detoxify and inactivate cocaine without affecting normal functions of central nervous system (CNS). Preclinical and clinical data have demonstrated that these hCocHs are safe for use in humans and effective for accelerating cocaine metabolism. However, the actual therapeutic use of a hCocH in cocaine addiction treatment is limited by the short biological half-life (e.g. 8 hours or shorter in rats) of the hCocH. In the investigation described in this thesis, we have demonstrated that mCocH and hCocH have improved the catalytic efficiency of mBChE and hBChE against cocaine by ~8- and ~2000-fold, respectively, although the catalytic efficiencies of mCocH and hCocH against other substrates, including acetylcholine (ACh) and butyrylthiocholine (BTC), are close to those of the corresponding wild-type enzymes mBChE and hBChE. In addition, we have identified the first benzoylecgonine-metabolizing enzymes that can hydrolyze benzoylecgonine and accelerate its clearance in rats. The developed LC-MS/MS method has enabled us to simultaneously determine cocaine and nine cocaine-related metabolites in whole blood samples. In development of the long-acting hCocHs, we have designed and discovered a novel hCocH form, catalytic antibody analog, which is an Fc-fused hCocH dimer (hCocH-Fc). The hCocH-Fc has not only a high catalytic efficiency against cocaine, but also a considerably longer biological half-life. A single dose of hCocH-Fc was able to accelerate cocaine metabolism in rats even after 20 days and, thus, block cocaine-induced hyperactivity for a long period of time. In consideration of the general observation that the biological half-life of a protein drug in humans is significantly longer than that in rodents, the hCocH-Fc could allow dosing once every 2-4 weeks, or longer for cocaine addiction treatment in humans.

Reactivation of latent infection is the major cause of tuberculosis (TB). Cholesterol is a critical carbon source during latent infection. Catabolism of cholesterol contributes to the pool of propionyl-CoA, a precursor that is incorporated into cell-wall lipids. Arylamine N-acetyltransferase (NAT) is encoded within a gene cluster that is involved in the sterol-ring degradation and is essential for intracellular survival. NAT from M. tuberculosis (TBNAT) can utilise propionyl-CoA and therefore was proposed as a target for TB-drug development. Deleting the nat gene or inhibiting the NAT enzyme prevents intracellular survival and results in depletion of cell-wall lipids. NAT inhibitors, including the piperidinol class, were identified by high-throughput screening. The insolubility of recombinant TBNAT has been a major limitation in pursuing it as a drug target. Subcloning tbnat into a pVLT31 vector resulted in a yield of 6-16 mg/litre-bacterial-culture of pure-soluble recombinant TBNAT. The increased yield allowed for extensive screening for crystallisation conditions. However, since a structure was not obtained, the model NAT from M. marinum (MMNAT) was employed to further understand NAT as a target. Screening against a panel of Acyl-CoA cofactors showed that MMNAT can also utilise propionyl-CoA. The MMNAT structure in complex with the high affinity substrate hydralazine was determined (2.1 Å) and the architecture of the arylamine pocket was delineated. A novel mechanism for the acetylation reaction of hydralazine has emerged. It is proposed that the acetyl group is transferred from acetyl-CoA to the heterocyclic aromatic nitrogen of hydralazine, which explains the immediate cyclisation of the acetylated metabolite into an N-methyltriazolophthalazine. By employing mass spectroscopy, enzyme assays, computational docking and structural studies, a covalent mechanism of inhibition by the piperidinol class was established, and the inhibitor-binding pocket was identified. Inhibitors with new scaffolds were identified using the in silico 3D-shape screening and thermal shift assay.

The pathogenic bacterium Mycobacterium tuberculosis (Mt) is the causative agent of tuberculosis, a widespread and fatal infectious disease. Today, treatment against tuberculosis involves a combination of drugs, which need to be taken for at least six months and which often causes severe side effects. Therefore, new drugs that are more effective and that give fewer side effects are needed. A characteristic feature of the Mt bacterium is its very complex and thick cell wall, which prevents many potential drug molecules from penetrating it. Inhibiting any one of the enzymes that are involved in its biosynthesis would therefore seem to be a good strategy for eliminating the Mt bacteria. The aim of this study was to characterize four enzymes involved in Mt cell wall biosynthesis. In order to do that, they were produced recombinantly in E. coli and purified. Crystallization experiments were set up in order to produce diffracting crystals, with the aim of structure determination and drug design.