Proteins are involved in almost all functions in a living cell, and functions of proteins are realized by their tertiary structures. Protein three-dimensional structures can be solved by multiple experimental methods, but computational approaches serve as an important complement to experimental methods for comparing and analyzing protein structures. Protein structure comparison allows the transfer of knowledge about known proteins to a novel protein and plays an important role in function prediction. Obtaining a global perspective of the variety and distribution of protein structures also lays a foundation for our understanding of the building principle of protein structures. This dissertation introduces our computational method to compare protein 3D structures and presents a novel mapping of protein shapes that represents the variety and the similarities of 3D shapes of proteins and their assemblies. The methods developed in this work can be applied to obtain new biological insights into protein atomic structures and electron density maps.

Time-resolved cryo-EM has already provided ground-breaking discoveries in various fields, including structural biology, biochemistry, and drug development. Compared to traditional structural biology methods where mostly stabilized conformations are reconstructed, the main advantage of time-resolved cryo-EM is its ability to capture dynamic processes in biological samples at near-atomic resolution, which allows for studying biological structures as they change and interact in real-time. In this project, I focused on the expression and purification of the individual proteins of two dynamic molecular complexes – Staphylococcus aureus (S. aureus) DNA gyrase and Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) replication-transcription complex – and attempted to assemble them into their functional forms for cryo-EM imaging.  Both of these complexes are interesting drug targets as they play an essential role in nucleic acid replication. The function of DNA gyrase is to modulate DNA supercoiling, facilitate DNA replication, and resolve intertwined DNA molecules. The replication-transcription complex of SARS-CoV-2 comprises, among other proteins, the RNA-dependent RNA polymerase, which, together with non-structural proteins 7 and 8, is responsible for the replication of the viral genome. There are still many questions about the underlying mechanisms of these key processes, and time-resolved cryo-EM studies will provide valuable information to advance our understanding of them. Here I present expression and purification protocols for S. aureus DNA gyrase subunits A and B and SARS-CoV-2 non-structural proteins 7, 8 and 12. DNA gyrase subunits A and B were expressed in Escherichia coli (E. coli) and purified in several steps, including affinity chromatography (His-Trap), ion exchange chromatography (IEX) and size exclusion chromatography (SEC). Despite many challenges with gyrase A precipitation, I obtained enough of both subunits for the intended cryo-EM. Different strategies to assemble them into a functional tetramer were tested but did not result in the expected outcome. The gained knowledge about the behaviour of the subunits in solution will serve as a basis for further optimization of the protocols before the assembly of the complex can be attempted again. Non-structural proteins 7 and 8 were expressed in E. coli as a polyprotein and successfully purified using His-Trap and SEC. I obtained a great amount of the polyprotein and established a protocol for its cleavage. Nsp12 was expressed using the baculovirus-insect cell expression system. The immunofluorescence assay data showed that the tested lipofection protocol works, and nsp12 is being produced in sufficient quantities. This result provides a solid base for further experiments to establish a purification method and assemble the nsp12-nsp7-nsp8 complex for cryo-EM imaging.

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<p dir="ltr">The obligate human pathogen, <i>Neisseria gonorrhoeae </i>(Ngo), has continued to acquire widespread antibiotic resistance. Ngo is the causative agent of the sexually transmitted disease gonorrhea, and can cause additional complications such as endocarditis, septicemia, and infertility if left untreated. The Centers for Disease Control and Prevention (CDC) now recommends a treatment option of a single drug of last resort, ceftriaxone, leaving a need for novel therapeutics against this pathogen.</p><p dir="ltr">Like many bacterial pathogens, Ngo is Gram-negative consisting of both an inner membrane (IM) and outer membrane (OM). The transmembrane proteins in the IM have primarily an α-helical fold, while the transmembrane proteins in the OM have a β-barrel fold. These β-barrel outer membrane proteins (OMPs) have essential functions in regulating the homeostasis and nutrient acquisition of the cell, in addition to promoting virulence in pathogenic strains. These OMPs are folded and inserted into the outer membrane by the β-barrel assembly machinery (BAM) complex. In <i>E. coli,</i> BAM consists of five proteins: BamA, an OMP itself, and four lipoproteins, BamB, C, D, and E.</p><p dir="ltr">Here we present our work toward the structural characterization of BAM from Ngo (<i>Ng</i>BAM) using cryo-EM. Ngo lack a homolog of BamB and may function as a four component complex. To better understand the mechanism for how <i>Ng</i>BAM is able to mediate OMP biogenesis despite lacking a component that is critical in <i>E. coli</i>, we determined the cryo-EM structure of <i>Ng</i>BAM, which revealed several distinct features including that the barrel domain of BamA being observed in the inward-open conformation. We also investigated <i>Ng</i>BAM as a therapeutic target, by studying its interaction with a novel broad spectrum antibiotic darobactin. We first showed darobactin is effective against the laboratory strains of NgoFA19 and ATCC-49226. We also show it is effective against the human isolate WHOX, with a comparable MIC to ceftriaxone. To structurally characterize the mechanism of inhibition by darobactin, we used cryo-EM to determine the structures of <i>Ng</i>BAM bound to two darobactin compounds. In these structures, darobactin binding was accompanied by large conformational changes in <i>Ng</i>BamA. To further probe the effects of darobactin on the conformational plasticity of <i>Ng</i>BAM we performed experiments using double electron-electron resonance spectroscopy, which showed distance changes between the engineered site labels consistent with the conformational changes observed in our structural observation. In addition, narrowing of the peak distributions indicated that darobactin binding was reducing the overall conformational heterogeneity of the complex. Taken together, the work presented here contributes to the understanding of how <i>Ng</i>BAM functions in folding and inserting OMPs and provides a foundation for future structure based drug design of darobactin and other potential compounds.</p>

Le travail retranscrit dans cette thèse regroupe l'étude de différents processus biologiques impliqués dans la synthèse protéique bactérienne. Dans un premier chapitre, les origines de la synthèse protéique au temps du monde ARN sont traitées en guise d'introduction. Ce travail théorique se poursuit par la présentation d'une structure à haute résolution du facteur d'élongation G (EF-G) en complexe avec le ribosome par cryo-microscopie électronique à transmission (cryo-MET). Grâce aux avancées techniques de la cryo-MET, nous avons observé pour la première fois EF-G lié au ribosome en l'absence de tout inhibiteur. Cet état particulièr d'EF-G permet de visualiser une flexibilité de son doamine III. Cette étude permet aussi de rationaliser le fonctionnement de l'antibiotique acide fusidique. Nous nous sommes ensuite intéressés aux voies de sauvetage de la synthèse protéique et plus particulièrement de la trans-traduction. Ce mécanisme fascinant permet le recyclage des ribosomes bloqués sur un ARN messager défectueux. Cette voie de sauvetage est généralement vitale ou alors indispensable pour la virulence bactérienne. Nous avons réalisé une étude structurale préliminaire de la dégradation de l'ARNm défectueux durant ce processus. Après une revue traitant du sujet, nous présentons une étude de la trans-traduction comme cible pour le développement de nouveaux antibiotiques. Pour cela, nous avons mis au point un système rapporteur avec contrôle interne de l'activité trans-traductionnelle bactérienne. Après avoir mis au point ce système et validé son utilisation, nous l'avons exploité en testant des molécules ciblant la trans-traduction. / The current PhD work brings together various studies linked to bacterial protein synthesis. The first chapter is about the origins of protein synthesis at the time of the RNA world. This theoretical work continues with the presentation of a high-resolution structure of the elongation factor G (EF-G) in complex with the ribosome by cryo-electron transmission microscopy (cryo-TEM). We describe for the first time EF-G bound to the ribosome in the absence of any inhibitor. This particular structure of EF-G displays a yet unseen positioning of its third domain, which becomes very flexible. This study helps to understand the way the antibiotic fusidic acid blocks translation. The work then switches to a study of trans-translation, the main rescuing system of stalled ribosomes in bacteria. Trans-translation is generally vital or at least necessary for bacterial virulence. We conducted a preliminary structural study on the way faulty mRNAs are degraded during this process. This is why we present a study of trans-translation as a target for the development of new antibiotics. For this we developed and validated a reporter system for trans-translation, which is used to screen molecules targeting trans-translation.

L’émergence de la résistance à une multitude d’agents antimicrobiens chez des bactéries pathogènes est considérée comme une menace majeure pour la santé publique (2). Ces souches sont reconnues comme des organismes multirésistants aux médicaments ou MDR (multidrug-resistant) (4). Les recherches progressent chez les bactéries, à Gram positif, à Gram négatif et acido-alcoolo-résistantes au vu de l’ampleur de la menace pour la santé publique, ces bactéries multirésistantes sont devenues les cibles potentielles à cette fin de recherche. De ce fait, les objectifs de la présente étude ont consisté en la caractérisation structurale et fonctionnelle de différents transporteurs transmembranaires de la famille des RND (Resistance-Nodulation-Division) encore énigmatiques, à savoir: le MmpL3 chez Mycobacterium tuberculosis (Mtb) via l’étude de son orthologue CmpL1 chez Corynebacterium glutamicum (Cgl) et le TriAxBC chez Pseudomonas aeruginosa (P. aeruginosa). Ainsi, comme première démarche présentée dans le chapitre 2, la structure du transporteur MmpL3 Mtb (un transporteur d'acides mycoliques – sous forme de tréhalose de monomycolates (ou TMM) - essentiel pour la viabilité de Mtb) (5) et celle de son orthologue CmpL1 Cgl ont été prédites via le serveur I-TASSER (6-8). Ces structures ont été validées par la suite en comparant à la carte électronique générée pour CmpL1 (18 Å) par des analyses de microscopie électronique en transmission à coloration négative (TEM). La caractérisation du transporteur CmpL1 purifié par chromatographie à exclusion stérique a confirmé le complexe trimérique de taille avoisinant les 315 KDa (incluant la couronne du détergent) en accord avec des analyses par gel SDS-PAGE. Des études génétiques et biochimiques en collaboration ont d’autre part identifié des résidus engagés dans le transport du TMM chez MmpL3 ainsi que d’autres impliqués dans la résistance à des inhibiteurs ciblant ce transporteur. L’ensemble de ces données a mis en évidence la localisation des résidus essentiels au transport et à la résistance au niveau du canal central du modèle trimérique de MmpL3. La région de MmpL3 activant le transport par force protomotrice a été localisée au niveau d’une cavité centrale qui est une caractéristique intrinsèque de la famille des RND. Les cartes électroniques de faible résolution déjà obtenues pour la protéine CmpL1 font de ce projet une des directions futures du laboratoire. Dans le chapitre 3, nous illustrons le deuxième aspect du présent projet qui repose sur l’extension de l’étude du potentiel thérapeutique du ciblage du transporteur transmembranaire MmpL3 chez les différentes souches de Mycobacterium. Nos collaborateurs ont effectué une analyse biochimique de l’effet thérapeutique des inhibiteurs les plus prometteurs du transporteur MmpL3 Mtb sur certaines souches mycobactériennes non-tuberculeuses (NTB) multi-résistantes. Basés sur nos modélisations structurales comparatives obtenues par I-TASSER (6-8), nous avons pu complémenter les informations biochimiques en soulignant les similitudes et les différences de structure entre les souches TB et NTB ainsi que leurs impacts fonctionnels. Ce chapitre met en évidence l’intérêt du ciblage thérapeutique de MmpL3 chez les espèces NTB. En effet, l’efficacité de certains inhibiteurs de MmpL3 Mtb sélectionnés sur le traitement des infections pulmonaires NTB promet de pouvoir généraliser cette nouvelle voie de traitement pour d’autres souches multi-résistantes NTB voire à contribuer à remédier à la problématique de la résistance aux antibiotiques et décomplexifier le traitement actuel. D’autres études en collaboration entreprenant les mêmes approches d’études structurales ont été réalisées pour les transporteurs tripartites TriAxBC (P. aeruginosa), des pompes à efflux appartenant à la famille des RND. Le but du chapitre 4 était de générer une structure du complexe et de déchiffrer son mode d’assemblage et d’expulsion des antibiotiques vers le milieu externe. Un modèle à structure quaternaire de TriAxBC a été prédit par I-TASSER (6-8) et validé contre sa carte électronique à 4.3 Å générée en Cryo-EM. Le complexe TriAxBC a été également caractérisé par filtration sur gel confirmant une taille approximative de 620 KDa et sa composition en trimère par visualisation sur gel SDS-PAGE. En conclusion, nous avons pu à travers cette étude combiner différentes approches biochimiques, génétiques et structurales soutenant la nécessité d’une approche multidisciplinaire pour l’approfondissement de la compréhension de la structure et du mode de fonctionnement des transporteurs RND. Ces derniers demeurent toujours énigmatiques; toutefois, nos avancées et d’autres à venir permettront la génération de nouveaux médicaments spécifiques traitant les bactéries multirésistantes. / The emergence of resistance to a multitude of antimicrobial agents in pathogenic bacteria is considered a major threat to public health (2). These strains are recognized as multidrug resistant organisms (MDR) (4). Research is progressing in Gram positive, Gram positive high GC and Gram negative bacteria, and given the scale of the public health threat, these MDR have become potential targets for this research. The objectives of the present study consist of the structural and functional characterization of various transmembrane transporters of the still enigmatic RND (Resistance-Nodulation-Division) family, namely: MmpL3 in Mycobacterium tuberculosis (Mtb) via the study of its ortholog CmpL1 in Corynebacterium glutamicum (Cgl) and TriAxBC in Pseudomonas aeruginosa (P. aeruginosa). The first component of this project, presented in Chapter 2, studies the structure of the transporter MmpL3 Mtb (a TMM mycolic acid transporter essential for the viability of Mtb (5) and that of its CmpL1 Cgl orthologue, which have been predicted via the I- Tasser Pack (6-8). These structures were subsequently validated by comparing to the electronic map generated for CmpL1 (18 Å) by negative staining transmission electron microscopy (TEM). Characterization of the purified CmpL1 transporter by size exclusion chromatography confirmed the trimeric complex size around 315 KDa (including the detergent crown) corroborated by SDS-PAGE gel analyses. Collaborative genetic and biochemical studies have also identified residues involved in the transport of TMM in MmpL3 as well as those residues conferring antibiotic resistance. This data highlighted the location of the essential residues of transport and resistance in the central channel of the trimeric Mmpl3 model. The MmpL3 region activating proto-motor transport has been located at a central cavity, which is an intrinsic feature of the RND family. The low-resolution electronic maps obtained for the protein CmpL1 may serve as the foundation of future studies. In Chapter 3 we explore the therapeutic potential of the targeting of the transmembrane transporter MmpL3 in different Mycobacterium strains. Our collaborators studied the therapeutic effect of the most promising inhibitors of the MmpL3 Mtb transporter on certain multi-resistant mycobacterial non-tuberculous (NTB) strains. Based on our comparative structural modeling obtained by I-TASSER (6-8), we supplemented the biochemical data by highlighting the structural similarities and differences between the TB and NTB strains as well as their functional impacts. This chapter highlights the interest of direct or indirect targeting of MmpL3 in NTB species. Indeed, the efficacy of certain selected MmpL3 Mtb inhibitors on the treatment of NTB pulmonary infection have potential as generalizable treatment options for other NTB multi-resistant strains, or even to help address the problem of resistance to antibiotics and simplify current combination approaches. Other collaborative studies undertaking the same structural approaches were carried out for TriAxBC tripartite carriers (P. aeruginosa), efflux pumps belonging to the RND family. The purpose of Chapter 4 was to generate a structure of the complex and decipher its mode of assembly and expulsion of antibiotics from the intracellular environment. A quaternary structure model of TriAxBC was predicted by I-TASSER (6-8) and validated against its 4.3 Å electronic map generated by Cryo-EM. The TriAxBC complex was also characterized by gel filtration confirming an approximate size of 620 KDa and its trimer composition by SDS-PAGE. In conclusion, this study is combining different biochemical, genetic and structural approaches to highlight the need for a multidisciplinary approach to characterizing the structure function of RND transporters. The latter remain enigmatic; however, our contribution and the progress of others will allow the generation of new specific drugs targeting multiresistant strains.

<p>Proteins are significant components of living cells. They perform a diverse range of biological functions such as cell shape and metabolism. The functions of proteins are determined by their three-dimensional structures. Cryogenic-electron microscopy (cryo-EM) is a technology known for determining the structure of large macromolecular structures including protein complexes. When individual atomic protein structures are available, a critical task in structure modeling is fitting the individual structures into the cryo-EM density map.</p> <p>In my research, I report a new computational method, MarkovFit, which is a machine learning-based method that performs simultaneous rigid fitting of the atomic structures of individual proteins into cryo-EM maps of medium to low resolution to model the three-dimensional structure of protein complexes. MarkovFit uses Markov random field (MRF), which allows probabilistic evaluation of fitted models. MarkovFit starts by searching the conformational space using FFT for potential poses of protein structures, computes scores which quantify the goodness-of-fit between each individual protein and the cryo-EM map, and the interactions between the proteins. Afterwards, proteins and their interactions are represented using a MRF graph. MRF nodes use a belief propagation algorithm to exchange information, and the best conformations are then extracted and refined using two structural refinement methods. </p> <p>The performance of MarkovFit was tested on three datasets; a dataset of simulated cryo-EM maps at resolution 10 Å, a dataset of high-resolution experimentally-determined cryo-EM maps, and a dataset of experimentally-determined cryo-EM maps of medium to low resolution. In addition to that, the performance of MarkovFit was compared to two state-of-the-art methods on their datasets. Lastly, MarkovFit modeled the protein complexes from the individual protein atomic models generated by AlphaFold, an AI-based model developed by DeepMind for predicting the 3D structure of proteins from their amino acid sequences.</p>

Viruses are entities which are made of a few genes and are reliant on obligate parasitism to propagate. Due to the obligate connection to their hosts, virus evolution is constrained to the type of host. Viruses however do transmit to evolutionary distinct hosts; in these cases, the phylogenetic relationship of the hosts usually are close. In some instances, RNA-viruses have made host jumps between evolutionary distant hosts, such as the host jump from invertebrates to vertebrates, and fungi to arthropod. Partitiviruses are double stranded RNA viruses which mainly infect fungi and plants. The defining characteristic of these double stranded RNA viruses are the double layered capsids which are formed by a single open reading frame (ORF). The capsid proteins form icosahedral virus particles which are in the magnitude of 30-40 nm. Metagenomic studies have discovered partitiviruses originating from an insect in the Odanata family, a finding which contradicts the fungal host specificity of partitiviruses. The finding of the Hubei.PLV 11 thus implies the existence of a partitiviruses containing structural elements in their capsids which could be involved in the infection of arthropods. Thus, this virus could be used as a model for a structural comparison with its fungi infecting relatives with hopes to identify common viral structural factors necessary for the infection of arthropods. For this purpose, the Hubei.PLV ORF was cloned and then transfected into insect Spodoptera frugiperda (Sf-9) cells using a baculovirus expression system, “bac-to-bac” expression system. The FLAG-tagged capsid proteins were expressed by the Sf-9 cells to be approximately 60 kDa. After ultra-centrifugation in a sucrose gradient, some spontaneous assembly into the expected ~40 nm icosahedral virus-like particles were observed using low resolution scanning electron microscopy. The observed particles were also confirmed by a dynamic light scattering experiment (DLS) and a higher resolution cryo-EM microscope. Thus, the bac-to-bac expression system can be used to produce VLPs from this genus of viruses, and this metagenomically derived virus genome. However, for future success in defining a high-resolution model of this virus, it is recommended that the Sf-9 culture volume is sufficiently high for enough particle production which is necessary for a high-resolution map. The other virus, the Southern pygmy squid Flavilike virus (SpSFV) has been suggested to be the oldest relative of the land based flaviviruses. The SpSFV was found to be the most divergent of the flaviviruses, and to infect invertebrates. Solving for the structure of the SpSFV and comparing it to vertebrate infecting flaviviruses could therefore lead to the identification of factors necessary for the adaptation to vertebrates and thus the humoral immunity by flaviviruses. The soluble E-protein was expressed using the bac-to-bac expression system. The protein was indicated to be multiglycosylated and approximately 50 kDa which is in line with other strains in the genus. Affinity chromatography did not elute this protein, likely due to the His-tag not being spatially available. Cation exchange could elute some protein, but not much from the small ~30 mL culture. To conclude, VLP assembly was confirmed by the Hubei.PLV, thus, solving for the structure is a distinct possibility when a larger Sf-9 culture is used to produce the VLPs. For the SpSFV soluble E-protein, the protein is secreted into the supernatant of the Sf-9 cultures, making purification a possibility. For this, a large Sf-9 culture can be used to produce this protein and then purify it with a cat-ion exchange chromatography.