Abstract The aim of this PhD-study was to address some of the overlapping bottlenecks in protein engineering and metagenomics by developing or applying new tools which are useful for both disciplines. Two enzymes were studied as an example: Triosephosphate Isomerase (TIM) and Uridine Phosphorylase (UP). TIM is an important enzyme of the glycolysis pathway and has been investigated via means of protein engineering, while UP is a key enzyme in the pyrimidine-salvage pathway. In this thesis TIM was used to address protein engineering aspects, while UP was used in regards to some metagenomic and bioinformatic aspects. The aspects of a structural driven rational design approach and its implications for further engineering of monomeric TIM variants are discussed. Process development based on a new technology, EnBase®, addresses the relative instability of new variants, compared to its ancestors, for further studies. EnBase® is then applied for the production of 15N isotope labeling of a monomeric TIM variant, A-TIM. Systematical function- and engineering studies on dimeric TIM and monomeric TIM in regards to the hinges of the catalytic loop-6 were conducted to investigate enzyme activity and stability. Both the A178L and P168A were proposed to induce loop-6 closure, a wanted feature for A-TIM variants. The P168A mutants are hardly active, but gave great insight into the catalytic machinery, while the A178L mutants did induce partial loop-6 closure, however in addition, monomeric A178L was destabilized. Homology driven genome mining and subsequent isolation- high throughput (HTP) overexpression of a thermostable UP from the Archaea Aeopyrum pernix was carried out as an example for the production of recombinant proteins. In addition an alternative kinetic method to study the kinetics of UP by means of NMR directly from cell lysate is discussed. The combination of expression libraries and EnBase® in a HTP manner may relieve up the gene-to-product bottleneck. The structural aspects of A. pernix UP are explored by means of simple bioinformatic tools in the last section of this thesis. A thermostable, truncated version of UP was created and its use for protein engineering in the future is explored. The long N-terminal and C-terminal ends of A. pernix UP seem to be involved in stabilizing the dimeric and hexameric structures of UP. However, deletion of the N-terminal end of A. pernix UP yielded a thermostable protein. Overall, the finding in regards to process optimization and HTP expression and optimization and the underlying methods used in the TIM studies and the UP studies are interchangeable.

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La déamidation est la modification post-traductionnelle de l'asparagine (Asn) et de la glutamine (Glu). Elle est communèment observée dans les peptides et les protéines. Il a été démontré que la déamidation limite la durée de vie de ces macromolécules. Dans ce travail, la déamidation de l'asparagine dans des petits peptides et dans l'enzyme triosephosphate isomérase a été modélisée. La déamidation dans la triosephosphate isomérase de mammifères a été observée sur deux sites distincts: Asn15 et Asn71. Asn71 a une vitesse de déamidation plus élevée que Asn15 et moins grande que pour un petit peptide. Il a été suggéré que la déamidation de Asn15 se produit sous l'influence de la déamidation de Asn71. Pour expliquer ces résultats expérimentaux, des simulations de dynamiques moléculaires classiques à l'échelle de la microseconde et des calculs d'énergie libre, de type umbrella sampling, à l'aide de méthodes combinées mécanique quantique/mécanique moléculaire ont été réalisés. Nous montrons que la déamidation séquentielle dans la triosephosphate isomérase est due à la fois à des effets locaux et globaux. Ces résultats apporte une nouvelle perspective sur l'impact de l'ordre structurel sur la vitesse de déamidation Nous avons également déterminé la voie la plus plausible de cette reaction ainsi que l'influence de la variation du pKa, dans la chaîne principale, de la partie amide du résidu adjacent de l'asparagine sur la vitesse de déamidation. En regard de l'importance des variations de pKa dans l'environnement protéique, nous avons élaboré un protocole informatique permettant d'évaluer de manière rapide et précise des pKa . Ce protocole a été appliqué à des petites molécules organiques et nous avons montré qu'il était également applicable à des études relatives à la prédiction de pKa dans les protéines / Deamidation is the posttranslational modification of asparagine (Asn) and glutamine (Glu) residues, which is observed in several proteins and peptides. It has been shown that deamidation limits the lifetime of these macromolecules. In this work, deamidation of asparagine in small peptides and in the enzyme triosephosphate isomerase has been modeled. Deamidation in mammalian triosephosphate isomerase has been observed at two distinct deamidation sites: Asn15 and Asn71. Asn71 deamidates faster than Asn15 and slower than a small peptide. It has been suggested that, deamidation at Asn15 occurs with the influence of deamidated Asn71. In order to explain these experimental findings, microsecond long classical molecular dynamics simulations and free energy calculations using quantum mechanics/molecular mechanics tools combined with umbrella sampling technique have been performed. The sequential deamidation in triosephosphate isomerase has been shown to be related with both global and local effects. These results bring a new perspective to the impact of the high-order structure on deamidation rate. The most plausible route of this reaction was also determined. The pKa shift of backbone amide of the residue adjacent to asparagine has been found to be one of the most crucial factor determining the rate of deamidation. Considering the importance of pKa shifts in protein environment, a computational protocol was suggested in order to obtain accurate and fast pKa predictions. This protocol was applied to small organic molecules, and it has been shown to be applicable to studies concerning aminoacid pKa predictions

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Made available in DSpace on 2017-07-24T19:37:55Z (GMT). No. of bitstreams: 1 Renato Ferraz Penteado.pdf: 5510615 bytes, checksum: a1e326883a6f1e7ad0decd6835add201 (MD5) Previous issue date: 2016-08-09 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior / Knowledge of protein structures is of huge importance, since this information allows to understand the mechanisms through which proteins carry out their biological functions. Lipases constitute an enzymatic family capable to perform synthesis or hydrolysis of ester bonds of triacyl glycerols (TAGs) with long chain fatty acids.These enzymes are the theme of many investigations given their potential to be used in a wide variety of apllications involving chemicals with the ester functional group,e.g., in organic synthesis. On the other hand, structural knowledge of some enzymes is important for the development of new therapeutic drugs or even to contribute for the understanding of structural evolutionary features, like those belonging to metabolic pathways. In this work were accomplished the homology modeling of the lipase from Jatropha curcas and the structure determination of the triosephosphate isomerase from Naegleria gruberi from three X ray diffraction data sets. Among three experimental structures obtained, two belong to C2 space group, with different unit cells, and one to P4122 space group. Initial phases were obtained by molecular replacement procedure using the Phaser program and all structures were refined interactively with Coot and Phenix programs. In one structure it was possible to model three molecules of the precipitant agent Jeffamine present in the crystallization solution and one molecule of Tris buffer (placed at the active site). Structural comparisons were performed among the refined and validated model and some of its homologues, taking into account the differences observed in the structural-based alignment among them and characteristics noticed during the refinement procedure. Circular dichroism experiments have shown that thermal denaturation is irreversible to triosephosphate isomerase of Naegleria gruberi. / O conhecimento da estrutura de proteínas é de grande importância, uma vez que esta informação permite o entendimento dos mecanismos pelos quais elas desempenham suas funções biológicas. Lipases constituem uma família enzimática capaz de realizar a síntese ou hidrólise de ligações éster de substratos triacilgliceróis (TAGs) contendo ácidos graxos de cadeia longa. São alvo de muitos estudos dadas suas potencialidades em um grande número de aplicações envolvendo o grupo funcional éster, por exemplo, em química orgânica síntética. Já o conhecimento estrutural de algumas enzimas é importante para o desenvolvimento de novas drogas terapêuticas ou mesmo contribuir para o entendimento de aspectos evolutivos estruturais, como daquelas pertencentes a vias metabólicas. Neste trabalho foram realizadas a modelagem por homologia da estrutura lipase da planta Jatropha curcas e a determinação experimental da estrutura da triose fosfato isomerase do microrganismo Naegleria gruberi a partir de três conjuntos de imagens de difração de Raios X. Das três estruturas experimentais obtidas, duas pertencem ao grupo de espaço C2, com células unitárias diferentes, e uma ao grupo de espaço P4122. As fases iniciais foram obtidas com o procedimento de substituição molecular utilizando o programa PHASER e todas as estruturas foram refinadas iterativamente com o auxílio dos programas COOT e PHENIX. Em uma das estruturas foi possível modelar três moléculas do agente precipitante Jeffamine® presente na condição de cristalização e uma molécula do tampão Tris (no sítio ativo do monômero B). Comparações estruturais foram realizadas entre o modelo refinado e validado e algumas das proteínas homólogas, tendo em vista diferenças observadas no alinhamento baseado em estrutura entre elas e características notadas durante o procedimento de refinamento. Experimentos de dicroísmo circular mostraram que a desnaturação térmica é irreversível para esta proteína.

This thesis describes studies directed towards understanding structure-function relationships of triosephosphate isomerase (TIM), from a protozoan parasite Plasmodium falciparum and a thermophilic archaea Methanocaldococcus jannaschii. Triosephosphate isomerase, a ubiquitous glycolytic enzyme, has been the subject of biochemical, enzymatic and structural studies for the last five decades. Studies on TIM have been central to the development of mechanistic enzymology. The present study investigates the role of specific residues in the structure and function of Plasmodium falciparum triosephosphate isomerase (PfTIM). The structure and stability of a tetrameric triosephosphate isomerase from Methanocaldococcus jannaschii (MjTIM) is also presented. Chapter 1 provides a general introduction to the glycolytic enzyme triosephosphate isomerase, conservation of TIM sequences, its fold and three dimensional organization. The isomerisation reaction interconverting dihydroxyacetone phosphate and glyceraldehyde 3phosphate catalyzed by triosephosphate isomerase is an example of a highly stereospecific proton transfer process (Hall & Knowles, 1975; Rieder & Rose, 1959). This chapter briefly reviews mechanistic features and discusses the role of active site residues and the functional flexible loop 6. Triosephosphate isomerase adopts the widely occurring ( β/ α)8 barrel fold and mostly occurs as a dimer (Banner et al., 1975). Protein engineering studies, related to folding, stability and design of monomeric TIM are also addressed. A brief introduction to thermophilic TIMs and higher oligomeric TIMs is given. The role of this enzyme in disease states like hemolytic anemia and neuromuscular dysfunction is surveyed. The production of methylglyoxal, a toxic metabolite, as a byproduct of the TIM reaction is also considered. Many proteins utilize segmental motions to catalyze a specific reaction. The omega loop (loop 6) of triosephosphate isomerase is important for preventing the ene-diol intermediate from forming the cytotoxic byproduct, methylglyoxal. The active site loop-6 of triosephosphate isomerase moves about 7Ǻ on ligand binding. It exhibits a hinged lid motion alternating between two well defined, “open” and “closed”, conformations (Joseph et al., 1990). Though the movement of loop 6 is not ligand gated, in crystals the ligand bound forms invariably reveal a closed loop conformation. Plasmodium falciparum TIM is an exception which predominantly exhibits “open” loop conformations, even in the ligand bound state (Parthasarathy et al., 2002). Phe 96 is a key residue that is involved in contacts between the flexible loop-6 and the protein body in PfTIM. Notably, in all TIM sequences determined thus far, with the exception of plasmodial sequences, this residue is Ser 96. In Chapter 2 the mutants F96S, F96H and F96W are reported. The crystal structures of the mutant enzymes with or without bound ligand are described. In all the ligand free cases, loop-6 adopts an “open” conformation. Kinetic parameters for all the mutants establish that residue 96 does not play an essential role in modulating the loop conformation but may be important for ligand binding. Structural analysis of the mutants along with WT enzyme reveals the presence of a water network which can modulate ligand binding. Subunit interfaces of oligomeric proteins provide an opportunity to understand protein- protein interactions. Chapter 3 describes biochemical and biophysical studies on two separate dimer-interface destabilizing mutants C13E and W11F/W168F/Y74W of PfTIM. The intention was to generate a stable monomer by disrupting the interaction hubs. C13 is a part of a large hydrophobic patch (Maithal et al., 2002a) at the dimer interface. Introduction of a negative charge at position 13 destabilizes the interface and reduces activity. Y74 is a part of an aromatic cluster of the interface (Maithal et al., 2002b). The Y74W triple mutant was designed to disrupt the aromatic cluster by introducing additional atoms. Tryptophan is also a fluorophore, allowing studies of the dimer disruption by fluorescence, after mutating the two inherent tryptophan residues, W11 and W168 to phenylalanine. The mutants showed reduced activity and were more sensitive than the wild type enzyme to chemical denaturants as well as thermal denaturation. Evidenced for monomer formation is presented. These studies together with previous work reveal that the interface is important for both activity and stability. In order to develop a model for understanding the relationship between protein stabilization and oligomeric status, characterization of the TIM from Methanocaldococcus jannaschii (MjTIM) has been undertaken. Chapter 4 describes the purification and characterization of MjTIM. The MjTIM gene was cloned and expressed in pTrc99A and protein was isolated from AA200 E. coli cells. Hyperexpressed protein was purified to homogeneity and relevant kinetic parameters have been determined. The tetrameric nature of MjTIM is established by gel filtration studies. Circular dichroism (CD) studies establish the stability of the overall fold, even at temperatures as high as 95ºC. A surprising loss of enzyme activity upon prolonged incubation at high temperature was observed. ESI-MS studies establish that oxidation of thiol groups of the protein may be responsible for the thermal inactivation. Chapter 5 describes the molecular structure of MjTIM, determined in collaboration with Prof. MRN Murthy’s group at the Indian Institute of Science (Gayathri et al., 2007). The crystal structure of the recombinant triosephosphate isomerase (TIM) from the archaeabacteria Methanocaldococcus jannaschii has been determined at a resolution of 2.3 Å. MjTIM is tetrameric, as suggested by solution studies and from the crystal structure, as in the case of two other structurally characterised archaeal TIMs. The archaeabacterial TIMs are shorter compared to the dimeric TIMs, with the insertions in the dimeric TIMs occurring in the vicinity of the putative tetramer interface, resulting in a hindrance to tetramerization in the dimeric TIMs. The charge distribution on the surface of archaeal TIMs also facilitates tetramerization. Analysis of the barrel interactions in TIMs suggests that these interactions are unlikely to account for the thermal stability of archaeal TIMs. A feature of the unliganded structure of MjTIM is the complete absence of electron density for the loop 6 residues. The disorder of the loop may be ascribed to a missing salt bridge between residues at the N- and C- terminal ends of the loop in MjTIM. Chapter 6 is a follow up of an interesting observation made by Vogel and Chmielewski (1994), who noticed that subtilisin cleaved rabbit muscle triosephosphate isomerase religated spontaneously upon addition of organic solvents. Further extension of this nicking and religation process with PfTIM emphasizes the importance of tertiary interactions in contributing to the stability of the (β/α)8 barrel folds (Ray et al., 1999). This chapter establishes that subtilisin nicking and religation is also facile in thermophilic MjTIM. Fragments generated by subtilisin nicking were identified using MALDI mass spectrometry at early and late stages of the cleavage for both the dimeric PfTIM and tetrameric MjTIM. This chapter also describes the comparative thermal and denaturant stability of both the enzymes. The accessibility of the Cys residues of MjTIM has been probed by examining the rates of labeling of thiol groups by iodoacetamide. The differential labeling of Cys residues has been demonstrated by mass spectrometry. Chapter 7 summarizes the main results and conclusions of the studies described in this thesis.

Ce projet a pour but d’évaluer la capacité de la voie des pentoses phosphates (VPP) dans les racines transgéniques de pomme de terre (Solanum tuberosum) modifiées pour exprimer différents niveaux de l'hexokinase (HK) et de la triosephosphate isomérase cytosolique (cTPI). Dans les racines, la VPP alimente la voie de l’assimilation de l’azote en equivalents réducteurs et permet donc la biosynthèse des acides aminés. Le glucose-6-phosphate produit par l’HK est consommé par la partie oxydative de la VPP catalysée par la glucose-6-phosphate déshydrogénase (G6PDH) et la 6-phosphogluconate déshydrogénase (6PGDH). Les changements dans l'expression de HK et cTPI peuvent affecter le fonctionnement de la VPP et les mécanismes qui sont liés à l’utilisation des équivalents réducteurs produits par la VPP, comme l'assimilation de l’azote et la synthèse des acides aminés. Afin d’évaluer l’effet des manipulations génétiques de l’HK et de la cTPI sur l’assimilation de l’azote, nous avons cultivé les racines transgéniques sur des milieux contenant des concentrations élevées (7 mM) ou basses (0,7 mM) de nitrate d’ammonium comme source d’azote. Les résultats montrent que la culture sur un milieu riche en azote induit les activités G6PDH et 6PGDH. Les données montrent que la capacité de la VPP est plus grande avec des niveaux élevés en HK ou en cTPI. Nous avons aussi pu démontrer une plus grande activité spécifique de l’HK dans les conditions pauvres en azote. Ces données ont été complémentées par des mesures des pools d’acides aminés dans les racines transgéniques cultivées sur différents niveaux d’azote. Aucune tendance notable des pools d’acides aminés n’a été remarquée dans les racines modifiées pour leur contenu en HK suggèrant que la manipulation de HK n’affecte pas l'assimilation de l’azote. Dans les racines transgéniques modifiées pour la cTPI, les ratios Gln/Glu et Asn/Asp sont plus élevés chez les clones antisens, indiquant une assimilation de l’azote plus élevée. Ces résultats ont démontré l'activation de l'assimilation de l’azote chez les clones antisens cTPI dans les conditions élevées et basses d’azote alors que la manipulation de l’HK n’affecte pas l’assimilation de l’azote. / This study investigates the capacity of the oxidative pentose phosphate pathway (oxPPP) and nitrogen metabolism in transgenic potato (Solanum tuberosum) roots modified to express different levels of hexokinase (HK) or cytosolic triosephosphate isomerase (cTPI) growing under different nitrogen regimes. The flux of carbon through the oxPPP in cTPI antisense roots is higher than control roots growing under high supply of N. On the other hand, the conversion of Glucose (Glc) to Glucose-6-phosphate (G6P) is higher in roots overexpressing HK than in antisense HK roots growing at a high level of N. Therefore, overexpression of HK or down regulation of cTPI activities in transgenic roots might be compensated by increased C catabolism through the oxPPP. In order to see the affect of HK and cTPI manipulation on N assimilation, the transgenic roots were grown on media with low or high concentration of ammonium nitrate as the N source. The specific activity of the oxPPP enzymes glucose-6-phosphate dehydrogenase (G6PDH) and 6-phosphogluconate dehydrogenase (6PGDH) were both increased by an increased N supply in HK and cTPI transgenic roots. This is consistent with the provision of reducing equivalents for N assimilation. The data also show that the capacity of the oxPPP is higher in roots with high HK or cTPI activity. We were able to detect higher HK specific activity in N deficient conditions. These data were complemented with measurements of amino acid pools in transgenic roots. No trend in amino acid pools was found in roots modified for HK activity. However, down regulation of cTPI led to higher Gln, Gln/Glu and Asn/Asp ratios, indicating higher assimilation of N. These results demonstrated the activation of N assimilation in cTPI antisense clones while the manipulation of HK is unlikely to affect the N assimilation.