Em ultimas décadas, a conversão de alcanos leves em suas correspondentes olefinas tem sido objeto de intensas pesquisas, impulsionadas inclusive pelo aumento crescente da demanda do propileno como um importante produto petroquímico. A desidrogenação oxidativa (ODH) do propano representa uma via alternativa promissor para a produção de propeno, ao apresentar-se como uma reação exotérmica e não limitada termodinamicamente. Diferentes óxidos suportados ou mistos têm sido desenvolvidos com a finalidade de aumentar a atividade e seletividade em relação as olefinas. Metais alcalinos são importantes agentes promotores que proporcionam uma melhor seletividade as olefinas devido a redução da acidez e aumento da basicidade da superfície do catalisador. A proposta deste presente trabalho foi desenvolver metodologias de síntese de catalisadores de oxido de vanádio suportado em aluminas de diferentes fases cristalinas e dopados com sódio ou potássio a fim de avalia-los em testes catalíticos de desidrogenação oxidativa do propano. Para tanto, foram utilizadas as seguintes técnicas de caracterização: volumetria N2, difratometria de raios X (DRX) e redução a temperatura programada (RTP). As características acidas e/ou básicas dos suportes e catalisadores foram avaliadas pelas reações de decomposição de isopropanol. / In recent decades, the conversion of light alkanes to their corresponding olefins has been the subject of intense research, mainly driven by the increasing demand of propylene as an important petrochemical product. Oxidative dehydrogenation (ODH) propane is a promising alternative way to propylene production, which it is presented as an exothermic reaction and not limited thermodynamically. Different supported or mixed oxides have been developed in order to increase the activity and selectivity to olefins. Alkali metals are important promoters, which provide improved selectivity to olefins due to reduction of acidity and increasing basicity of the catalyst surface. The purpose of the present study was to develop synthesis methods of vanadium oxide catalysts supported on alumina of the different crystalline phases and doped with sodium or potassium in order to evaluate them in catalytic tests of propane oxidative dehydrogenation. For in such a way, the following characterization techniques were used: N2 volumetry, X-ray diffractometry (XRD) and temperature programmed reduction (TPR). The properties acid and/or basic of supports and catalysts were evaluated by the isopropanol decomposition reaction.

Understanding the molecular structure of DNA was considered as greatest achievement in modern biology. It helped in understanding fundamental cellular processes such as replication of DNA, nature of the genetic code and transcription. It also led to technological advancements such as DNA sequencing, genetic engineering and gene cloning. The DNA molecule is highly polymorphic in nature and its structure is dependent on environment, base composition and sequence context. B-DNA, A-DNA, Z-DNA and curved or kinked DNA are some of the well characterized double helical polymorphs. B-DNA is the most prevalent structure in vivo and it can undergo small local variations and global variations. In this thesis we refer to distinct structural property of any particular DNA sequence as deviation from fibre model B-DNA structural parameters or random sequence DNA. Structural properties of DNA are an outcome of the linear arrangement of the 4 chemically different nucleotide bases and the characteristic features of the two grooves (minor and major) arising due to the asymmetric position of glycosidic bonds of base pairs. DNA structure and properties are expected to vary along its length. Several structural features have been defined for DNA duplex, while DNA stability, bendability and intrinsic curvature are well studied and found to be biologically relevant. These three sequence dependent properties differ in their nature and information content and can be studied both at local and global levels, depending on the length of DNA fragment being examined. Majority of the work in this thesis focuses on the analysis of these three DNA structural features in promoter regions of different eukaryotic systems and their relationship with gene expression. The thesis work is divided in to five sections briefly described below. The sections discuss prevalence of the three structural features, DNA stability, bendability and intrinsic curvature in the promoter regions of six eukaryotic systems namely S. cerevisiae, D. melanogaster, C. elegans, zebrafish, mouse and human. The relationship between DNA structural features of promoter regions of S. cerevisiae with gene expression variability is discussed, followed by application of the structure-based promoter prediction algorithm ‘PromPredict’ in annotating promoter regions of six different eukaryotes. Finally, an analysis of structural features of the flanking sequences of transcription factor binding sites (TFBSs) of six transcription factors and their relationship with the DNA binding affinity is discussed. Each of the projects described below will appear as a separate chapters in the thesis. An overview of the eukaryotic transcription machinery, promoter elements and different DNA structural properties are discussed in the introduction of the thesis (chapter 1). The structural properties of DNA in the promoter regions of eukaryotic genes (chapter 2)Earlier studies in the lab reported that, apart from sequence motifs, promoter re- gions have distinct structural properties, such as lower stability, lesser bendability and more curvature compared to other genomic regions. But those studies were on small datasets and few model systems. Advancement in high-throughput tech- niques has made availability of transcription start site information for many model systems. This work was initiated with the aim of investigating the structural fea- tures in different eukaryotic systems belonging to different domains of life. The quantitative analysis of three different structural features of promoter regions of six different model systems S. cerevisiae, C. elegans, D. melanogaster, zebrafish, mouse and human has been carried out. Further, the composition of different k-mers (k=3, 4 and 6) A-tracts and G-quadruplexes has been studied. The analysis allowed us to understand the similarities and differences in struc- tural features of promoter sequences in different model systems. The core promoter sequences of S. cerevisiae, C. elegans, D. melanogaster, zebra fish, mouse and hu- man have been observed to be less stable and have lower preference for nucleosome formation. S. cerevisiae, C. elegans and D. melanogaster promoter sequences have been shown to be less bendable whereas zebrafish, mouse and human promoter se- quences are flexible in terms of bendability towards major groove as predicted fDNase 1 sensitivity model. S. cerevisiae, C. elegans, D. melanogaster core promoter regions have AT rich oligomers, whereas mouse and human core promoter regions have GC rich oligomers and G-quadruplex motifs. DNA structural features of TATA-containing andTATA-less promoters (chapter 3)Eukaryotic genes can be broadly classified as TATA-containing and TATA-less based on the presence of TATA-box in their promoter sequences. Experiments on both classes of genes have reported that, they have differences in regulation of gene ex- pression and cellular functions. In this chapter, the differences in compositional and structural features of TATA-containing and TATA-less promoters in the above mentioned model systems are discussed. The results suggested that DNA structural features of TATA-containing and TATA-less promoters are distinctly different in all eukaryotes. The TATA-containing promoters are less stable, more flexible and more curved compared to TATA-less promoters in lower eukaryotes. In mouse and hu- man genes, DNA duplex stability and G-quadruplex motifs are very distinguishing features in the two classes of promoters. DNA structural properties of eukaryotic promoter regions and gene expression variability (chapter 4) Gene expression is regulated by various external (environment and evolution) and internal (genetic) factors. Presence of sequence motifs, such as TFBSs and TATA- box, as well as DNA methylation has been implicated in the regulation of expression of some genes in vertebrates, but a large number of genes lack these sequences. Ear- lier analyses (described in previous sections) in S. cerevisiae, have shown that their promoter sequences have special structural properties, such as low stability, less bendability and more curvature compared to other genomic regions. These strutural features may play a role in transcription initiation and regulation of gene expression. This project was carried out to understand 1. What is the relationship between DNA structural features and gene expres- sion? 2. What is the relationship between gene expression and bidirectionality of a pro- moter region? For this purpose, the information of seven different gene expression variability measures, stochastic noise, responsiveness, stress response, trans variability, mu- tational variance, interstrain variation and expression divergence have been com- pared with structural features in the promoter regions. It is observed that a few of the variability measures of gene expression are linked to DNA structural prop- erties, along with nucleosome occupancy, TATA-box presence and bidirectionality of promoter regions. Interestingly, gene responsiveness is shown to be most, inti- mately correlated with DNA structural features and promoter architecture. The study highlights the importance of sequence dependent structural features in gene regulation. Promoter prediction in eukaryotes using DNA duplex stability (chapter 5) Structural property-based algorithms can discriminate promoter sequences from non-promoter sequences and are far better than sequence motif-based predictors. Compared to other structural features, low stability is found to be the most preva- lent feature in promoter regions. “PromPredict” (in-house algorithm) uses the din- ucleotide free energy values obtained from differential melting stability of DNA du- plexes as a predictor of promoters and has been successfully used earlier to annotate promoter sequences in prokaryotes and rice. Comprehensive analysis of the perfor- mance of PromPredict in S. cerevisiae, D. melanogaster, C. elegans, zebrafish, mouse and human as well as TATA-containing and TATA-less promoter regions of S. cere visiae with TSS data and 48 eukaryotic systems with translation start site (TLS) data revealed that differential stability is a good criterion for promoter prediction. DNA structure in flanking sequences of consensus motifs modulate transcription factor binding (chapter 6) Sequence specific DNA-protein interactions are essential for specific expression pat- terns during the development. There are several factors contribute to DNA-binding specificities of transcription factors (TFs). They include structure and flexibility of TFs, cofactors, chromatin environment and DNA sequence. Along with actual tran- scription factor binding sites (TFBSs), their sequence context (flanking sequences) is also shown to play a major role in gene regulation. Most of the studies have ad- dressed the sequence context at global level but very little is understood about the role of sequences flanking TFBSs in binding of transcription factors. This project was initiated with the aim of understanding the effect of flanking sequences of TFBSs in transcription factor binding affinity. In vitro DNA binding information of six different transcription factors (with three types of DNA bind- ing domains, Zinc finger (GATA4), home domain (AbdA, AbdB and Ubx) and bZIP (fos-jun and Nfil3)) was provided by Aseem Ansari’s lab. The compositional and structural features (minor groove width, propeller twist, wedge and free energy) are compared with the DNA binding profiles of 12mers (or 8mers) of six different transcription factors. It has been observed that some of the DNA structural proper- ties of flanking sequences are strongly correlated with binding affinity. For GATA4 sequences, binding affinity is negatively correlated to GC content or minor groove width at their 5′ -flanking region, showing the significance of narrow minor groove at 5′ -region. On the other hand, the binding affinity of bZIP proteins is negatively correlated to wedge angles, whereas in case of homeodomain proteins, it is posi- tively correlated to propeller twist and GC content. Thus, this study highlights the differential preference for flanking sequences outside the core binding motifs of six different TFs, which interact with DNA through α-helix. ‘The relationship between transcription pre-initiation complexes and gene ex- pression variability in S. cerevisiae’ is briefly described in the appendix section of the thesis. General conclusion Overall, the results presented in this thesis indicate that DNA sequence based structural features are unique to promoter regions and play an important role in gene regulation. Local structural features of flanking sequences of transcription factor binding sites are also instrumental in determining the DNA binding affinity of transcription factors.

Submitted by Rafael de Lacerda Moreira (rafaeldelacerdamoreira@gmail.com) on 2018-07-21T22:14:47Z No. of bitstreams: 1 Versão Final - Tese Rafael .pdf: 1250031 bytes, checksum: 3abf55725921846132052a1324efd6fa (MD5) / Approved for entry into archive by ÁUREA CORRÊA DA FONSECA CORRÊA DA FONSECA (aurea.fonseca@fgv.br) on 2018-07-26T16:40:59Z (GMT) No. of bitstreams: 1 Versão Final - Tese Rafael .pdf: 1250031 bytes, checksum: 3abf55725921846132052a1324efd6fa (MD5) / Made available in DSpace on 2018-07-27T19:56:45Z (GMT). No. of bitstreams: 1 Versão Final - Tese Rafael .pdf: 1250031 bytes, checksum: 3abf55725921846132052a1324efd6fa (MD5) Previous issue date: 2018-05-30 / Purpose - This research analyzes how corporate narrative disclosure can be manipulated by preparers of accounting information to create a favorable impression of the company through an examination of two different impression-management (IM) strategies: (i) attribution, and (ii) ordering or physical location of information. Design/Methodology - We conducted a 4×2 mixed-design experiment to examine the impact of attribution and optimal direction of information order on earnings forecast and the impression created about the company. Findings - Results show that the favorable report read first, without attribution, positively affects the investor, and that the favorable information read first, with attribution, undermines the positive effect. Conversely, presenting unfavorable information, with attribution, first, minimizes the impact of this information. Our findings confirm self-promoter’s paradox idea. We also tested a sandwich and an interspersed ordering (control) group; these had the worst results. In a mediation analysis, we found that perceived impression about the company mediates the relationship between information and decision-making. In addition, our results show a significant difference in decision-making influenced by users’ characteristics. In a robustness test, we tested credibility of information as an alternative explanation, finding that credibility was not an alternative explanation for investors’ decision found in the experiment. We conclude by offering suggestions for further study of IM. Originality – To our knowledge, this is the first study that analyses the effects of both attribution and ordering strategies at the same time. Literature has addressed both strategies separately but has not discussed their interactive effect. This research addresses this gap.

Cette thèse présente les mesures et l'analyse thermodynamique d'équilibres de phases de systèmes d'hydrates contenant du dioxyde de carbone (CO2), dans le contexte de procédés alternatifs de captage du CO2. Le développement de nouveaux procédés de séparation par voie de cristallisation par hydrates est un point crucial de cette thématique. Les conditions de température et de pression requises et l'utilisation de promoteurs thermodynamiques sont au-delà des opérations habituelles et des bases de données existantes. La connaissance précise des conditions de formation et dissociation d'hydrates de gaz en présence d'additifs chimiques constitue une contrainte importante d'un point de vue thermodynamique et est nécessaire pour la modélisation et l'établissement de la faisabilité de nouveaux procédés industriels impliquant des hydrates de gaz. Dans cette thèse, nous présentons un nouveau dispositif expérimental qui combine techniques statiques et techniques analytiques, ce dernier a été spécialement développé pour mesurer des données d'équilibres des phases hydrate-liquide-gaz à des températures variant entre 233 et 373 K et à des pressions jusqu' à 60 MPa. De nouvelles données d'équilibre de phases des systèmes (CO2 + méthane), (CO2 + azote) et (CO2 + hydrogène) ont été mesurées dans des conditions de formation d'hydrates en suivant la méthode isochorique avec variation de la pression en fonction de la température, et en analysant la composition en phase gazeuse. Les données d'équilibre et les conditions de dissociation d'hydrates générées dans ce travail sont comparées avec les données de la littérature. La fiabilité des modèles thermodynamiques les plus couramment utilisés est aussi étudiée. Les comparaisons entre les données expérimentales et prédites de dissociation d'hydrates suggèrent la nécessité de réajuster les paramètres des modèles thermodynamiques pour les systèmes contenant des hydrates de CO2. En outre, l'effet promoteur du bromure de tetrabutylammonium (TBAB) sur les équilibres des phases des gaz purs et de mélanges contenant du CO2 a été étudié. L'effet le plus important de promotion (réduction de la pression de formation des hydrates > 90%) est observé pour le système (TBAB + azote). Les résultats expérimentaux suggèrent que le CO2 peut être séparé de mélanges de gaz industriels ou de combustion à des températures douces et à de basses pressions à l'aide de TBAB en tant que promoteur thermodynamique. La pression requise pour la formation d'hydrates à partir de mélanges de (CO2 + azote) est réduite de 60 % en présence de TBAB. / This thesis addresses the measurement and thermodynamic analysis of the phase equilibrium behavior of carbon dioxide (CO2) hydrate-forming systems in the context of alternative capture engineering approaches. The development of new technologies based on gas hydrates requires specific temperature and pressure conditions and the utilization of thermodynamic promoters that are beyond usual operations and existing databases. Accurate knowledge of gas hydrates formation and dissociation from thermodynamics point of view in the presence of chemical additives is necessary for modeling purposes and to establish the feasibility of emerging industrial processes involving gas hydrates. In this thesis, a new experimental set-up and method for measuring pressure, temperature and compositional phase equilibrium data of high accuracy are presented. The equipment is based on the ‘static-analytic' technique with gas phase capillary sampling and it is suitable for measurements in a wide temperature range (i.e. 233 to 373 K) and pressures up to 60 MPa. New phase equilibrium data in the (CO2 + methane), (CO2 + nitrogen) and (CO2 + hydrogen) systems under hydrate formation conditions were measured following an isochoric pressure-search method in combination with gas phase compositional analysis. The equilibrium data generated in this work are compared with literature data and also with the predictions of two thermodynamic literature models. Comparisons between experimental and predicted hydrate dissociation data suggest a need of readjusting model parameters for CO2 hydrate-forming systems. In addition, the thermodynamic stability of Tetra-n-Butyl Ammonium Bromide (TBAB) semi-clathrates (sc) with pure and mixed gases was investigated. The largest promotion effect (> 90% reduction in hydrate formation pressure) is observed for (TBAB + nitrogen) sc. The experimental results suggest that CO2 can be separated from highly to low concentrated industrial/flue gas mixtures at mild temperatures and low pressures by using TBAB as thermodynamic promoter. The pressure required for hydrate formation from (CO2 + nitrogen) gas mixtures is reduced by 60% in the presence of TBAB.

The ability to fine-tune gene-expression in the adverse conditions during pre and post infectious stages has contributed in no small measure to the success of Mycobacterium tuberculosis as the deadly pathogen. Multiple sigma factors, transcription regulators, and diverse two component systemshave facilitated tailoring the metabolic pathways to meet the challenges faced by the pathogen. Over the last decade, studies have been initiated to understand the various facets of transcription in mycobacteria. Although not as extensive as the work in other model systems, such as Escherichia coli and eukaryotes, it is evident from these initial studies that the machinery is conserved,yetmany aspects of transcription and its regulation seem to be different in mycobacteria.The work presented in the thesis deals with some of the steps in the process, primarily initiation in the context of the distinct physiology of M. tuberculosis. The detailed kinetic and equilibrium study of a few selected promoters of M. tuberculosis viz.PgyrB1, PgyrR, PrrnPCL1 and PmetU is described in Chapter 2.Different stages of transcription initiation that have been analyzed include promoter specific binding of RNAP, isomerization, abortive initiation and promoter clearance.The equilibrium binding and kinetic studies of various steps reveal distinct rate limiting events for each of the promoter, which also differed markedly in their characteristics from the respective promoters of Mycobacterium smegmatis. In addition, a novel aspect of the transcription initiation at the gyr promoter was unraveled. The marked differences in the transcription initiation pathway seen with rrn and gyr promoters of M. smegmatis and M. tuberculosis suggest that such species specific differences in the regulation of expression of the crucial housekeeping genes could be one of the key determinants contributing to the differences in growth rate and lifestyle of the two organisms. In Chapter 3, the mechanism of growth phase dependent control (GPDC) at a few of the M. tuberculosis promoters has been investigated. The experiments described in the chapter are carried out to demonstrate a different pattern of interaction between the promoters and sigma A (SigA) of M. tuberculosis to facilitate the iNTPs and pppGpp mediated regulation. Instead of cytosine and methionine, thymine at three nucleotides downstream to -10 element and leucine232 in SigA are found to be essential for iNTPs and pppGpp mediated response at the rrn and gyr promoters of the organism. The specificity of the interaction is substantiated by mutational replacements, either in the discriminator or in SigA, which abolish the nucleotide mediated regulation in vitro or in vivo. In chapter 4, the long standing hypothesis that deals with interdependence of the transcription elongation kinetics and the growth rates has been addressed. Previous studies suggest that the rate of synthesis of the key molecules in cells affects the growth kinetics. In order to validate, the kinetics of elongation of RNAPs from M. tuberculosis, M. smegmatis and E. coli whose growth rates vary from very slow to fast is measured. Surface Plasmon Resonance (SPR) is used to monitor the transcription in real time and kinetic equations are applied to calculate the elongation rates. Further, the effects of the composition of the template DNA on the elongation rates of RNAP from E. coli and M. smegmatis, whose genomes show difference in the GC content are explored. The results obtained from the analysis support the hypothesis and also reveal the effect of template composition on elongation rates of RNAP.

Regulation of transcription in prokaryotes is primarily governed at the transcription initiation step. This feature has been extensively characterized in model prokaryotes notably Escherichia coli and Bacillus subtilis. Transcription initiation was initially thought to be governed primarily by initiation factors that recruit the RNA polymerase (RNAP) enzyme to initiate expression of given gene. Recent studies reveal multiple mechanisms at play including additional protein factors that can modulate gene expression. Nonetheless, understanding transcription factors is key to rationalize the nuanced changes in prokaryotic gene expression in response to diverse environmental stimuli. This is particularly relevant in the case of the human pathogen, Mycobacterium tuberculosis, especially due to the ability of this bacterium to survive in the host, often for several decades prior to the onset of the disease. Transcription initiation factors, also called σ factors in prokaryotes, are diverse in size and sensory/regulatory mechanisms. Indeed, the number of alternate σ factors vary substantially from six in E. coli to more than 118 in Plesiocystis pacifica. The large number of alternative σ factors has been suggested to be correlated with the diversity of micro-environments experienced by a bacterial cell. Studies on several prokaryotic σ factors reveal common features in these proteins that was not evident earlier due to poor sequence conservation. A central theme that emerges from these studies is that a minimalistic architecture of two domains can recognize promoter DNA and recruit the RNAP enzyme to initiate transcription. Additional domains are required when certain promoter elements are missing or to enable a specific, context dependent regulatory mechanism. The work reported in this thesis was influenced by previous studies in this laboratory and elsewhere on M. tuberculosis σ factors. While these studies revealed multiple features of transcription initiation, several aspects of this mechanism, including some classes of σ factors remain to be examined. The focus of this study was to examine an under-explored sub-group of σ factors, classified as the ECF41 sub-group. This sub-group has an additional domain at the Carboxy-terminus that has been hypothesised to influence σ factor activity. Towards this goal, M. tuberculosis σJ was examined. Previous studies suggested a role for this σ factor in modulating the response to hydrogen peroxide stress. An intriguing feature based on sequence analysis was that neither did this extra-cytoplasmic function σ factor have an anti-σ factor that can respond to oxidative stress nor was it directly associated with a mechanism to sense oxidative stress. The specific goal of the research described here was to understand the structural and mechanistic features that govern σJ activity. This thesis is organized as follows- The first chapter provides a brief introduction to prokaryotic transcription and regulatory mechanisms that govern this process. This chapter also has the literature necessary to phrase the problem in characterizing this family of proteins with particular reference to the unique physiology of Mycobacterium tuberculosis. A summary of the previous work is provided in this chapter to place the current study in context of previous studies and highlight the lacunae in our understanding of the transcription mechanism in M. tuberculosis. Chapter two describes the structural characterization of M. tuberculosis σJ by single-crystal X-ray diffraction. The poor sequence similarity of σJ to known σ factors precluded efforts to obtain phase information by molecular replacement methods. Here we also describe the steps that were essential to obtain diffraction quality crystals and the subsequent steps to account for pseudo-merohedral twinning, an imperfection that could have potentially been a limitation for structure determination. The crystal structure of σJ provide an example of successful phase determination with data collected on near-perfectly twinned crystals using single-wavelength anomalous dispersion. Chapter three describes computational efforts to understand the regulatory mechanisms of M. tuberculosis σJ. Classical Molecular Dynamics (MD) simulations were performed to understand the role of a C-terminal SnoaL_2 domain in this transcription factor. The MD simulations suggest that the C-terminal SnoaL_2 domain limits inter-domain movements between σJ2 (the pribnow box binding domain) and σJ4 (the -35 promoter element binding domain) and confers a compact three domain organization to this protein. The biochemical and functional characterization of M. tuberculosis σJ is described in chapter four. This includes in vitro studies on σJ and cognate promoter DNA interactions performed using Surface Plasmon Resonance (SPR) and Electrophoretic Mobility Shift Assays (EMSA). The ex vivo reporter based experiments to examine the effect of SnoaL_2 domain on σJ activity are also described. Spectroscopic studies on σJ interactions with a small molecule limonene-1,2-epoxide suggested a potential novel role for the SnoaL_2 domain in σJ. Chapter five summarizes the work on M. tuberculosis σJ reported in this thesis. We note that this study opens up a new perspective to understand σ factors. In particular, M. tuberculosis σJ suggests that the domain organization is likely to be retained in ECF41 sub-group of σ factors. This study also hints at broader implications in the distinction between one-component systems and transcription factors. Bioinformatic analysis suggest that observations similar to that noted in M. tuberculosis σJ are likely to be more widespread across diverse phyla than currently acknowledged. This thesis has three annexures. Annexure-I summarizes experimental details of the work performed on the M. tuberculosis σ/anti-σ factor complex σH/RshA. Annexure-II summarizes experimental details and strategies that could not be incorporated in the main body of this thesis. Annexure-III describes a short project performed on a bi-domain protein tyrosine phosphatase PTP99A.

No description available.

[ES] Esta Tesis ha sido dedicada al modelado multiescala considerando al anfitrión celular para el análisis y ajuste de circuitos genéticos sintéticos para bioproducción. Los objetivos principales fueron: 1. El desarrollo de un modelo que considere el anfitrión celular de tamaño reducido enfocado para simulación y análisis. 2. El desarrollo de herramientas de programación para el modelado y la simulación, orientada a la biología sintética. 3. La implementación de un modelo multiescala que considere las escalas relevantes para la bioproducción (biorreactor, célula y circuito sintético). 4. El análisis del controlador antitético considerando las interacciones célula-circuito, como ejemplo de aplicación de las herramientas desarrolladas. 5. El desarrollo y la validación experimental de leyes de control robusto para biorreactores continuos. El trabajo presentado en esta Tesis cubre las tres escalas del proceso de bioproducción. La primera escala es el biorreactor: esta escala considera la dinámica macroscópica del sustrato y la biomasa, y como estas dinámica se conecta con el estado interno de las células. La segunda escala es la célula anfitriona: esta escala considera la dinámica interna de la célula y la competencia por los recursos limitados compartidos para la expresión de proteínas. La tercera escala es el circuito genético sintético: esta escala considera la dinámica de expresión de los circuitos sintéticos exógenos y la carga que inducen en la célula anfitriona. Por último, como <<cuarta>> escala, parte de la Tesis se ha dedicado a desarrollar herramientas de software para el modelado y la simulación. Este documento se divide en siete capítulos. El Capítulo 1 es una introducción general al trabajo de la Tesis y su justificación; también presenta un mapa visual de la Tesis y enumera las principales contribuciones. El Capítulo 2 muestra el desarrollo del modelo del anfitrión celular (los Capítulos 4 y 5 hacen uso de este modelo para sus simulaciones). El Capítulo 3 presenta OneModel: una herramienta de software desarrollada en la Tesis que facilita el modelado y la simulación en biología sintética, en particular, facilita el uso del modelo del anfitrión celular. El Capítulo 4 utiliza el modelo del anfitrión celular para montar el modelo multiescala que considera el biorreactor y analiza el título, la productividad y el rendimiento en la expresión de una proteína exógena. El Capítulo 5 analiza un circuito más complejo, el recientemente propuesto y muy citado controlador biomolecular antitético, utilizando el modelo del anfitrión celular. El Capítulo 6 muestra el diseño de estrategias de control no lineal que permiten controlar la concentración de biomasa en un biorreactor continuo de forma robusta. El Capítulo 7 resume y presenta las principales conclusiones de la Tesis. En el Apéndice A se muestra el desarrollo teórico del modelo del anfitrión celular. Esta Tesis destaca la importancia de estudiar la carga celular en los sistemas biológicos, ya que estos efectos son muy notables y generan interacciones entre circuitos aparentemente independientes. La Tesis proporciona herramientas para modelar, simular y diseñar circuitos genéticos sintéticos teniendo en cuenta estos efectos de carga y permite el desarrollo de modelos que conecten estos fenómenos en los circuitos genéticos sintéticos, que van desde la dinámica intracelular de la expresión génica hasta la dinámica macroscópica de la población de células dentro del biorreactor. / [CA] Aquesta Tesi tracta del modelat multiescala considerant l'amfitrió ce\lgem ular per a l'anàlisi i ajust de circuits genètics sintètics per a bioproducció. Els objectius principals van ser: 1. El desenvolupament d'un model de grandària reduïda que considere l'amfitrió ce\lgem ular, enfocat al seu ús en simulació i anàlisi. 2. El desenvolupament d'eines de programari per al modelatge i la simulació, orientada a la biologia sintètica. 3. La implementació d'un model multiescala que considere les escales rellevants per a la bioproducció (bioreactor, cè\lgem ula i circuit sintètic). 4. L'anàlisi del controlador antitètic considerant les interacciones cè\lgem ula-circuit, com a exemple d'aplicació de les eines desenvolupades. 5. El desenvolupament i la validació experimental de lleis de control robust per a bioreactors continus. El treball presentat en aquesta Tesi cobreix les tres escales del procés de bioproducció. La primera escala és el bioreactor: aquesta escala considera la dinàmica macroscòpica del substrat i la biomassa, i com aquestes dinàmiques es connecten amb l'estat intern de les cè\lgem ules. La segona escala és la cè\lgem ula amfitriona: aquesta escala considera la dinàmica interna de la cè\lgem ula i la competència pels recursos limitats compartits per a l'expressió de proteïnes. La tercera escala és la del circuit genètic sintètic: aquesta escala considera la dinàmica d'expressió de circuits sintètics exógens i la càrrega que indueixen en la cè\lgem ula amfitriona. Finalment, com a <<quarta>> escala, part de la Tesi s'ha dedicat a desenvolupar eines de programari per al modelatge i la simulació. Aquest document es divideix en set capítols. El Capítol 1 és una introducció general al treball de la Tesi i la seua justificació; també presenta un mapa visual de la Tesi i enumera les principals contribucions. El Capítol 2 mostra el desenvolupament del model de l'amfitrió ce\lgem ular (els Capítols 4 i 5 fan ús d'aquest model per a les seues simulacions). El Capítol 3 presenta OneModel: una eina de programari desenvolupada en la Tesi que facilita el modelatge i la simulació en biologia sintètica, en particular, facilita l'ús del model de l'amfitrió ce\lgem ular. El Capítol 4 utilitza el model de l'amfitrió ce\lgem ular per a muntar el model multiescala que considera el bioreactor i analitza el títol, la productivitat i el rendiment en l'expressió d'una proteïna exògena. El Capítol 5 analitza un circuit més complex, el recentment proposat i molt citat controlador biomolecular antitètic, utilitzant el model de l'amfitrió ce\lgem ular. El Capítol 6 mostra el disseny d'estratègies de control no lineal que permeten controlar la concentració de biomassa en un bioreactor continu de manera robusta. El Capítol 7 resumeix i presenta les principals conclusions de la Tesi. En l'Apèndix A es mostra el desenvolupament teòric del model de l'amfitrió ce\lgem ular. Aquesta Tesi destaca la importància d'estudiar la càrrega ce\lgem ular en els sistemes biològics, ja que aquests efectes són molt notables i generen interaccions entre circuits aparentment independents. La Tesi proporciona eines per a modelar, simular i dissenyar circuits genètics sintètics tenint en compte aquests efectes de càrrega i permet el desenvolupament de models que connecten aquests fenòmens en els circuits genètics sintètics, que van des de la dinàmica intrace\lgem ular de l'expressió gènica fins a la dinàmica macroscòpica de la població de cè\lgem ules dins del bioreactor. / [EN] This Thesis was devoted to the multi-scale host-aware analysis and tuning of synthetic gene circuits for bioproduction. The main objectives were: 1. The development of a reduced-size host-aware model for simulation and analysis purposes. 2. The development of a software toolbox for modeling and simulation, oriented to synthetic biology. 3. The implementation of a multi-scale model that considers the scales relevant to bioproduction (bioreactor, cell, and synthetic circuit). 4. The host-aware analysis of the antithetic controller, as an example of the application of the developed tools. 5. The development and experimental validation of robust control laws for continuous bioreactors. The work presented in this Thesis covers the three scales of the bioproduction process. The first scale is the bioreactor: this scale considers the macroscopic substrate and biomass dynamics and how these dynamics connect to the internal state of the cells. The second scale is the host cell: this scale considers the internal dynamics of the cell and the competition for limited shared resources for protein expression. The third scale is the synthetic genetic circuit: this scale considers the dynamics of expressing exogenous synthetic circuits and the burden they induce on the host cell. Finally, as a <<fourth>> scale, part of the Thesis was devoted to developing software tools for modeling and simulation. This document is divided into seven chapters. Chapter 1 is an overall introduction to the Thesis work and its justification; it also presents a visual map of the Thesis and lists the main contributions. Chapter 2 shows the development of the host-aware model (Chapters 4 and 5 make use of this model for their simulations). Chapter 3 presents OneModel: a software tool developed in the Thesis that facilitates modeling and simulation for synthetic biology---in particular, it facilitates the use of the host-aware model---. Chapter 4 uses the host-aware model to assemble the multi-scale model considering the bioreactor and analyzes the titer, productivity (rate), and yield in expressing an exogenous protein. Chapter 5 analyzes a more complex circuit, the recently proposed and highly cited antithetic biomolecular controller, using the host-aware model. Chapter 6 shows the design of nonlinear control strategies that allow controlling the concentration of biomass in a continuous bioreactor in a robust way. Chapter 7 summarizes and presents the main conclusions of the Thesis. Appendix A shows the theoretical development of the host-aware model. This Thesis emphasizes the importance of studying cell burden in biological systems since these effects are very noticeable and generate interactions between seemingly unconnected circuits. The Thesis provides tools to model, simulate and design synthetic genetic circuits taking into account these burden effects and allowing the development of models that connect phenomena in synthetic genetic circuits, ranging from the intracelullar dynamics of gene expression to the macroscopic dynamics of the population of cells inside the bioreactor. / This research was funded by MCIN/AEI/10.13039/501100011033 grant number PID2020-117271RB-C21, and MINECO/AEI, EU grant number DPI2017-82896- C2-1-R. The author was recipient of the grant “Programa para la Formación de Personal Investigador (FPI) de la Universitat Politècnica de València — Subprograma 1 (PAID-01-2017)”. The author was also a grantee of the predoctoral stay “Ayudas para Movilidad de Estudiantes de Doctorado de la Universitat Politècnica de València 2019”. The Control Theory and Systems Biology Lab of the ETH Zürich is acknowledged for accepting the author in their facilities as predoctoral stay and their valuable collaboration sharing knowledge. / Santos Navarro, FN. (2022). Multi-Scale Host-Aware Modeling for Analysis and Tuning of Synthetic Gene Circuits for Bioproduction [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/183473 / TESIS / Premios Extraordinarios de tesis doctorales

Chez l’embryon précoce, une vague de reprogrammation majeure survient et permet de réinitialiser les profils de méthylation d’ADN de l’ensemble du génome. Lors de cette reprogrammation, les régions différentiellement méthylées (DMRs) (i.e., gènes empreintes) doivent toutefois être protégées de la déméthylation par une action continue de DNMT1 (Méthyltransférase d’ADN 1) pour assurer le développement adéquat de l’épigénome du fœtus. Sachant que l’induction d’une perte temporaire d’expression de Dnmt1 dans un modèle de cellules souches embryonnaires de souris entraîne la perte permanente des patrons de méthylation d’ADN aux régions DMRs et DMR-like, mon projet de recherche vise à comprendre pourquoi ces régions sont incapables de retrouver leurs patrons de méthylation d’ADN initiaux. Notre hypothèse est qu’une adaptation épigénétique (i.e. réarrangement erroné de certaines modifications d’histones) survient aux régions régulatrices de l’expression des gènes (promoteurs et enhancers) et empêche directement ou indirectement le retour au paysage épigénétique initial aux régions affectées. L’objectif du projet est donc de précisément définir comment la perte temporaire de Dnmt1 remodèle le paysage épigénétique aux régions promotrices (H3K4me3, H3K27me3, H3K27ac, H3K4me1, H3K9me3, méthylation d’ADN) et comment les adaptations épigénétiques sont associées avec des changements de l’expression des gènes (ex : gènes des régions DMRs et DMRs-like). / In early embryos, a major reprogramming wave occurs and permits to reset DNA methylation profiles genome-wide. During the reprogramming wave, differentially methylated regions (DMRs) (imprinted genes) must be protected from demethylation by the continuous action of DNMT1 (DNA Methyltransferase 1) to ensure the proper development of the foetal epigenome. As the induction of a temporary loss of Dnmt1 expression in a mouse embryonic stem cell model leads to permanent losses of DNA methylation at DMR and DMR-like regions, my project aims to understand why those regions are unable to re-establish their initial DNA methylation patterns. Our hypothesis is that an epigenetic adaptation (erroneous rearrangement of certain histone modifications) occurs at regulatory regions controlling gene expression (promoters and enhancers) and impede directly or indirectly the affected regions to return to their initial epigenetic landscape. The goal of this project is thus to define how the temporary loss of Dnmt1 remodels the epigenetic landscape at promoter regions (H3K4me3, H3K27me3, H3K27ac, H3K4me1, H3K9me3, DNA methylation) and how the epigenetic adaptations are associated with changes in gene expression (ex: genes in DMR and DMR-like regions).

Au cours du développement précoce de l'embryon, une importante vague de reprogrammation épigénétique efface et rétablit les profils de méthylation d’ADN (metADN) à travers le génome. Cependant, des régions spécifiques telles que les gènes à empreinte doivent échapper à cette vague de reprogrammation et maintenir leurs profils de metADN précis par l’activité constante de l’enzyme DNMT1 (ADN méthyltransférase 1) pour assurer le bon développement embryonnaire. En utilisant un modèle de cellules souches embryonnaires (mES) de souris avec une répression inductible de Dnmt1 (Dnmt1tet/tet), nous avons précédemment montré que la perte temporaire de Dnmt1 déclenche la perte permanente des profils de metADN sur les régions à empreinte et régions similaires, ainsi que sur d'autres régions du génome. Nous ne comprenons toujours pas pourquoi certaines séquences génomiques sont incapables de rétablir leurs profils de metADN normaux après la ré-expression de Dnmt1, et comment d'autres marques épigénétiques (e.g. les modifications des histones) sont altérées. Notre hypothèse est qu’un réarrangement erroné des marques d’histones aux régions promotrices, suivant une perte temporaire du maintien de la méthylation d’ADN par DNMT1, empêchera l’expression normale dans les cellules souches embryonnaires de souris. Pour ce faire, nous avons collecté des cellules mES Dnmt1tet/tet avant l'inactivation de Dnmt1, après l'inactivation de Dnmt1, puis après la réactivation complète de l'expression de Dnmt1. Nous avons ensuite utilisé la technique ChIP-Seq pour les marques d'histones (H3K4me3, H3K27me3, H3K27ac, H3K9me3, H3K4me1), celle de RRBS pour la méthylation de l'ADN et la technique de RNA-Seq pour l'expression des gènes. En définissant une liste de 18 166 promoteurs uniques, nous les avons classés en quatre catégories (Actif, Bivalent, Déplété et Réprimé). Nous montrons que l'inactivation de Dnmt1 mène à une dérégulation drastique des marques d'histones à travers les types de promoteurs. Cependant, lors de la réactivation de Dnmt1, la plupart de ces défauts ont été corrigés. Pourtant, dans l’ensemble des catégories, nous observons des promoteurs avec des dysrégulations persistantes des marques d'histones ainsi qu'un nombre significatif de gènes avec une expression différentielle. Dans l'ensemble, nos résultats montrent qu'une absence temporaire de DNMT1 a un impact plus important sur la conservation des profils des marques d'histones et l'expression des gènes que sur le maintien des profils de metADN sur les régions promotrices, dans les cellules souches embryonnaires de souris. Cela suggère que l'absence temporaire de maintien de la méthylation d’ADN déclenche une série d'événements qui conduisent à des dérégulations permanentes de marques d'histones aux promoteurs, lesquelles ne sont pas directement associés aux altérations sous-jacentes de la méthylation d’ADN dans les régions promotrices. / During early embryo development, a major epigenetic reprogramming wave erases and re-establishes DNA methylation (DNAmet) profiles across the genome. However, specific regions such as imprinting loci must escape this reprogramming wave and maintain their precise DNAmet profiles by constant DNMT1 (DNA methyltransferase 1) activity to ensure the proper development. Using a mouse embryonic stem (mES) cell model with inducible Dnmt1 repression (Dnmt1tet/tet), we previously showed that the temporary loss of Dnmt1 triggers the permanent loss of DNAmet profiles on imprinted and imprinted-like regions, as well as on other regions across the genome. We still do not understand why particular genomic sequences are unable to re-establish their normal DNAmet profiles following Dnmt1 re-expression, and how other epigenetic marks (e.g., histone modifications) are altered. Our hypothesis is that an erroneous rearrangement of histone marks on promoter regions following a temporary lack of DNAmet maintenance by DNMT1 will prevent proper gene expression in mouse embryonic stem cells. To test this, we collected mESDnmt1tet/tet cells prior to Dnmt1 inactivation, after Dnmt1 inactivation, and following complete reactivation of Dnmt1 expression. We then performed ChIP-Seq for histone marks (H3K4me3, H3K27me3, H3K27ac, H3K9me3, H3K4me1), RRBS for DNA methylation and RNA-Seq for gene expression. By defining a list of 18 166 unique promoters we categorized them in four categories (Active, Bivalent, Depleted and Repressed). We show that inactivation of Dnmt1 lead to drastic dysregulation of histone marks across types of promoters. However, upon reactivation of Dnmt1, most of these defects were rescued. Still, across categories, we observe promoters with persistent histone mark dysregulations as well as a significant number of associated genes with differential expression. Overall, our results show that a temporary lack of DNMT1 has a greater impact on the conservation of histone mark profiles and gene expression than it has on the maintenance of DNAmet profiles on promoter regions in mouse embryonic stem cells. This suggests that the temporary lack of methylation maintenance triggers a series of events that leads to the permanent dysregulation of histone marks in promoter regions, which are not directly associated with underlying DNA methylation alterations in the promoter regions.