La transition épithélio-mésenchymateuse (EMT) est un processus incontournable dans de nombreux contextes normaux et pathologiques, tels que gastrulation, organogenèse, fibroses et cancers. Cette transformation de cellule épithéliale en cellule mésenchymateuse est indissociable de l'acquisition de propriétés migratoires et est généralement associée à un changement de destin cellulaire. Différentes voies moléculaires sont impliquées selon le contexte de l'EMT concernée. Récemment, notre laboratoire a mis en évidence que la voie Notch cytoplasmique contrôle l'EMT des cellules de la lèvre dorso-médiale du somite (DML). Les crêtes neurales exprimant DLL1 activent « en passant » le récepteur NOTCH, liberant ainsi le domaine intra-cytoplasmique de NOTCH (NICD). Dans le cytoplasme, NICD inhibe la kinase GSK3ß, conduisant à la stabilisation de SNAIL, un gène maître de la transition épithélio-mésenchymateuse. Il en résulte une libération de la βcaténine des jonctions adhérentes qui, après translocation dans le noyau, active la transcription des gènes de la myogénèse (Myf5). Ainsi, l'activation de la voie Notch cytoplasmique permet une induction concomitante de l'EMT et de la myogénèse. La fonction cytoplasmique de Notch reste controversée et le mécanisme par lequel NICD inhibe GSK3ß reste obscur. Au cours de ma thèse j'ai cherché à élucider le mécanisme par lequel NICD inhibe l'activité kinase de GSK3ß. J'ai confirmé l'interaction de GSK3ß et de NICD en démontrant leur interaction via CoIP. Après avoir démontré l'implication de la sérine-thréonie kinase AKT dans la myogenèse des cellules de la DML, j'ai mis en évidence, via CoIP et électroporation, que l'inhibition GSK3ß par NICD est très certainement médiée par AKT, connue pour être impliquée dans l'EMT et inhiber GSK3ß par phosphorylation. En comparant le NICD1 de poulet et les 4 NICD de souris, j'ai montré que l'expression exogène de ces 5 molécules induit l'EMT et la différenciation myogénique de manière similaire. J'ai aussi montré que parmi des différents domaines de NICD, le domaine RAM, connu pour se lier à l'ADN (via RBPJ), est nécessaire et suffisant à l'inhibition de GSK3ß. Un second axe de ma thèse a été de tester l'implication de la voie Notch cytoplasmique dans d'autres contextes d'EMT. Pour ce faire, j'ai mis en évidence que cette voie est impliquée dans les autres lèvres du dermomyotome mais aussi dans les crêtes neurales qui délaminent du toit du tube neural. J'ai en particulier mis en évidence une co-activation des voies Wnt et Notch, une inhibition de la kinase GSK3ß par NICD cytoplasmique ainsi qu'une inhibition de la différenciation en présence d'une ß-caténine mutée, retenue à la membrane, ou en présence d'une molécule SNAIL2 dominant-négative. Le dernier axe de ma thèse a consisté à élucider le mécanisme de régulation de l'induction de l'EMT et de la myogenèse via l'activation de NICD. Il a été mis en évidence que toutes les cellules de la DML peuvent être activées via DLL1 et que la surexpression massive de NICD dans la DML provoque une différenciation massive et une déplétion du groupe de cellules progénitrices. Afin de déterminer si la régulation de cette initiation se fait avant ou après induction de NICD, j'ai créé un plasmide permettant de répondre à cette question et afin de visualiser son expression in vivo, j'ai initié une collaboration avec une équipe de l'ILM afin de créer un microscope vertical SPIM biphoton permettant l'observation d'embryon de poulets vivants [etc...] / The epithelio-mesenchymal transition (EMT) is a well-known mechanism by which epithelial cells lose their adherent connections and gain migratory properties, associated with a gain of a mesenchymal phenotype. This EMT is required in numerous processes as gastrulation, organogenesis, fibrosis and cancers. Various molecular pathways orchestrate the EMT depending on the EMT biological context. Recently, our laboratory highlighted the implication of the cytoplasmic Notch pathway in the dorso-medial lip (DML) EMT. In the DML tissue, theEMT is synchronized with differentiation pathways, to generate cells forming the primary myotome. Our laboratory showed that neural crests cells expressing DLL1 activate NOTCH receptor of the DML cells, via a “kiss and run” model. This leads to NOTCH cleavage, releasing an activated intra-cytoplasmic NOTCH domain (NICD). In the cytoplasm, NICD inhibits the GSK3ß kinase, leading to the stabilization of SNAIL and the free cytoplasmic ßcatenin. These molecules translocate into the nucleus and lead to the activation of MRF as Myf5 (ß-catenin) and to the repression of adherent genes (SNAIL). Therefore, Notch cytoplasmic pathway allows a synergized induction of both, the EMT and myogenic programs. This pathway remains controversial and the precise mechanism how NICD inhibits GSK3ß needs to be elucidated. Therefore, the aim of my thesis project was to clarify how NICD inhibits GSK3ß activity. First, I confirmed that NICD and GSK3ß physically interact by CoIP. Moreover, I demonstrated that the serin-threonin kinase AKT, known to inhibit GSK3ß by phosphorylation and also to mediate EMT in cancer, can physically interact with NICD in the cytoplasm. I have also shown that AKT mediates the induction of the myogenic program through the inhibitory phosphorylation of GSK3ß and that SNAIL is downstream of AKT. Together, these experiments indicate that AKT mediates, through phosphorylation, the cytoplasmic NICD inhibition of GSK3ß leading to myogenesis. A comparison of the chicken NICD1 and the 4 isoforms of mouse NICD highlighted that these 5 proteins induce EMT and myogenesis similarly. The dissection of the different conserved domains in the 5 different NICD proteins demonstrated that the RAM domain, known to activate transcription by binding to RBPJ, is necessary and sufficient for GSK3ß inhibition. A second axis of the thesis has been to test the involvment of the cytoplasmic Notch pathway in other EMT contexts. First, I highlighted that this pathway induces myogenesis, showing that NICD inhibits GSK3ß activity in the ventro-lateral lip. I further demonstrated that the cytoplasmic Notch pathway is implicated in the EMT and differentiation of the neural crests cells delaminating from the dorsal neural tube. Particularly, I have shown a co-activation of the Wnt and Notch pathway in premigratory and migratory neural crests. Moreover, I demonstrated a cytoplasmic inhibition of the kinase activity of GSK3ß by NICD, as well as the induction of the differentiation by cytoplasmic ß-catenin or SNAIL2. In a third axis of my thesis, I tried to clarify the regulatory mechanism involved in Notch activation. Previously it has been demonstrated that in all the DML cells Notch can be activated by an overexpression of DLL1 and that an ectopic expression of NICD in the DML cells induce a massive differentiation and depletion of the progenitor pool. To determine if the regulation of this initiation of the myogenic program occurs before or after Notch activation, I designed a plasmid to visualize Notch activation in vivo. In order to be able to follow the DLM cells and Notch activation in vivo, I initiated a collaboration with an ILM team to create a vertical SPIM biphoton microscope. In the future, this microscope will allow us to follow cells in living chicken embryos [etc...]

<p>With 2.1 million new cases, breast cancer is the most common cancer in women. Triple negative breast cancer (TNBC), which is 15-20% of these breast cancer cases is clinically negative for expression of estrogen and progesterone receptors (ER/PR) and human epidermal growth factor receptor 2 (HER2) receptors<a>.</a> It is characterized by its unique molecular profile, aggressive behavior, distinct patterns of metastasis, and lack of targeted therapies. TNBCs utilize glycolysis for growth, proliferation, invasiveness, chemotherapeutic resistance and hence has poor therapeutic response. There is an urgent need for novel/alternate therapeutic strategies beyond current standard of treatment for this subset of high-risk patients. Electrical pulse-based chemotherapy, known as electrochemotherapy (ECT) could be a viable option for TNBC therapy. ECT involves the local application of precisely controlled electrical pulses to reversibly permeabilize the cell membrane for enhanced uptake. ECT can increase the cytotoxicity of the chemotherapeutics up-to 1000 times, facilitating a potent local cytotoxic effect. </p> <p>The high cost and severe side-effects of conventional chemotherapeutics motivate the application of effective natural compounds. Combining electrical pulses with natural compounds will enhance the treatment efficacy. This dissertation focuses on curcumin, the yellow pigment of natural herb turmeric, that has been used for over 5000 years for its excellent anticancer properties. Previous studies have demonstrated the effectiveness of curcumin for treating multiple cancers, including TNBC, with limited side effects. The potency of curcumin can be enhanced further by combining it with ECT to provide an attractive and cost-effective alternative for TNBC treatment. </p> <p>Towards this we studied the effect of ECT with curcumin on MDA-MB-231 cell line, a human adenocarcinoma epithelial TNBC cell line. We performed various assays, including cell viability, colony forming, cell cycle, apoptosis, H₂O₂ reactive oxygen species (ROS), immunoblotting, real time quantitative PCR (qPCR), and cellular metabolites detection to study the impact of ECT with curcumin on MDA-MB-231 cells. In addition, to better understand the underlying mechanisms, we used high throughput, label-free quantitative proteomics. While several studies have attempted to define the mechanism of action of curcumin on cancer cells, little is known on the action mechanism of the curcumin delivered with electrical pulses. This work unravels the molecular mechanism behind the enhanced effects observed under the ECT-based curcumin therapy in TNBC cells, employing a high-throughput, quantitative, label-free mass spectroscopy-based proteomics approach. The proteomics approach provides information on the thousands of cellular proteins involved in the cellular process, allowing a comprehensive understanding of the electro-curcumin-therapy mechanism. Similar studies were also performed for ECT with cisplatin to compare the efficacy of the electro-curcumin-therapy to the standard stand-alone cisplatin-based therapy.</p> <p>Our results revealed a switch in the metabolism from glycolysis to mitochondrial metabolic pathways. This metabolic switch caused an excessive production of H₂O₂ ROS to inflict apoptotic cell death in MDA-MB-231 cells, demonstrating the potency of this ECT based curcumin therapy. These results encourage further studies to extend the application of ECT for clinical practice.</p>

Le contrôle de la transparence de la cornée dépend de l'intégrité de l'endothélium cornéen mono-stratifié qui est classiquement considéré dès la naissance, dépourvu de capacité de régénération chez l’homme. Dans des conditions pathologiques conduisant à la cécité par œdème cornéen, les pertes significatives en cellules endothéliales (CE) ne sont pas remplacée efficacement, ce qui signifie que ni de nouvelles CE provenant de cellules souches (CS), ni la division des cellules voisines des lésions ne peuvent contribuer à la régénération endothéliale. Toutefois, plusieurs travaux ont prouvé depuis 25 ans que les CE possédaient une capacité proliférative résiduelle ex vivo et deux équipes ont suggéré l’existence de CS ou de progéniteurs à la périphérie de l’endothélium cornéen. Dans notre travail de thèse, nous avons tout d'abord optimisé, en la systématisant, une technique d’immunomarquage spécialement adaptée à l'endothélium cornéen intact de cornées montées à plat. A l’issue de ces développements, nous disposons de protocoles simples de fixation à température optimale et de démasquages antigéniques susceptibles de permettre la révélation de nombreuses protéines. A partir d’une importante série de cornées humaines non conservées et d’autres conservées en organoculture, et grâce à cet outil désormais efficace, nous avons étudié le cycle cellulaire des CE et la localisation de potentielles CS sur l’endothélium cornéen humaine. Nos résultats démontrent que dans ces conditions, les CE expriment de façon homogène des régulateurs positifs (PCNA, MCM2, cycline D1, cycline E et cycline A) et des régulateurs négatifs du cycle cellulaire (P16, P27); certaines particularités ont par ailleurs pu être décrites de façon innovante, comme la localisation cytoplasmique diffuse de MCM2, paranucléaire de la cycline D1, l’absence de P21. L’ensemble des marquages pourrait suggérer que les CE sont arrêtées en fin de G1, après le point de restriction et que de nombreux mécanismes de réparation de l’ADN sont mis en jeux dans les CE exposées à un stress oxydant important tout au long de l’existence. Nous avons identifié une nouvelle organisation de la micro-anatomie de la périphérie et de l'extrême périphérie de l’endothélium où des cellules regroupées en multiples clusters pluristratifiés semblent alimenter des colonnes de CE radiaires longues d'un millimètre. Ces éléments, associés à l’observation d'une moindre différenciation et d’une compétence proliférative plus élevés en périphérie suggèrent un nouveau modèle d’homéostasie endothéliale humaine in vivo: toute la vie, des CS périphériques alimentent de façon très lente la périphérie cornéenne en CE qui migrent de façon centripète pour assurer la stabilité du centre cornéen dont les propriétés optiques primordiales sont sous-tendues par un endothélium qui ne perd que 0,6% de CE par an. A la différence de l’épithélium cornéen, ce système ne peut être accéléré lors de circonstances pathologiques. Les perspectives de nos travaux sont désormais d’essayer d’isoler de l’extrême périphérie les CS endothéliales ou les progéniteurs et de les cultiver en recréant un microenvironnement favorable. La possibilité de produire un grand nombre de CE in vitre non pas à partir de CE sénescentes prélevées sur la totalité de l’endothélium comme cela a été tenté par la passé, mais cette fois à partir de CS ou des progéniteurs ouvriraient la voie d'une véritable thérapie cellulaire endothéliale. L'enrichissement des greffons pendant la durée de leur conservation à la banque de cornée pourrait constituer une première étape majeure avant d’envisager créer de novo un endothélium sur un support greffable pour une greffe endothéliale du 3e type qui deviendrait ainsi enfin indépendante des aléas de la découpe du greffon. Enfin, l’ïdentification de la CS endothéliale et de son microenvironnement permettra aussi d'envisager une thérapie cellulaire in vivo pour traiter les stades précoces des pathologies endothéliales cornéennes / The control of corneal transparency depends on the integrity of the mono-stratified corneal endothelium, which is considered devoid of regenerative capacity after birth in humans. In pathological conditions leading to blindness by irreversible corneal edema, the significant losses of endothelial cells (ECs) are not replaced efficiently, indicating that neither new ECs derived from stem cells (SC) nor the division of ECs neighboring the lesions can contribute to a form of regeneration. However, several works of the last 25 years demonstrated that ECs possess residual capacity of proliferation ex vivo, and more recently, two teams suggested the existence of SC or endothelial progenitors located in the corneal periphery. In this thesis work, we have firstly optimized an immunostaining technique specially adapted to intact endothelium of flat mounted whole corneas. Consequently, we now have simple protocols of fixation at the right temperature, and of antigen retrieval that allow detecting multiple proteins with a clear subcellular localization. Using important series of non-stored and of organ cultured corneas, and thanks to this technique, we investigated the cell cycle status of ECs and the location of potential SC in human corneal endothelium. Our results indicate that ECs homogeneously express positive regulators (PCNA, MCM2, cyclin D1, cyclin E and cyclin A) as well as negative regulators of the cell cycle (P16, P27); several original descriptions have been made: diffuse cytoplasmic location of MCM2, paranuclear location of cyclin D1, absence of P21. The expression patterns suggest that ECS could be arrested after the restriction point of the G1 phase and that numerous mechanism of DNA repair are stimulated in ECs exposed to an important oxidative stress throughout live. We identified a novel organization of the micro-anatomy of the endothelial periphery and extreme-periphery, where cells accumulate in multiple small multilayered clusters connected radial centripetal cell rows of nearly 1 mm of length. Associated with the observation of a lesser differentiation and an increased proliferation capacity in this area, these elements suggest a novel model of endothelial homeostasis in humans: during life, SC continuously and extremely slowly sustain the endothelial periphery with new ECs that migrate toward centre forming cells rows. These cells ensure the stability of the center, which optical fundamental properties require a perfect stability, as indicated by an annual cell loss of only 0.6%. Contrary to the corneal epithelium, this system is incapable of accelerations in case of important cell loss. Further studies are necessary to understand this limitation. Our works offer several perspectives: the next step is to isolate the SC or the progenitors from the extreme periphery and to cultivate them in an adapted microenvironment. The possibility to cultivate endothelial cells directly from SC or progenitors and not, as previously tried in the past, from senescent EC from the whole endothelium open the way of a true endothelial cell therapy. The increase of endothelial cell density during corneal storage by eye banks could be a first step before developing bioengineered endothelium on a specific carrier that could be implanted in the recipient eye. Finally, the identification of SC and of its microenvironment would allow developing the basis of an in vivo cell therapy able to treat early stages of endothelial dysfunctions

This thesis describes work from both the University of Cambridge in the lab of Berthold Hedwig and from the HHMI Janelia Research Campus in the lab of Michael Reiser. At the University of Cambridge, my work involved the development and demonstration of a method for electrophoretically delivering dyes and tracers for anatomical and functional imaging into animals that are not amenable to genetic labelling techniques. Using this method in locusts and crickets - model systems of particular interest for their acoustic communication - I successfully delivered polar fluorescent dyes and tracers through the sheath covering the auditory nerve, simultaneously staining both the peripheral sensory structures and the central axonal projections without destroying the nerve's function. I could label neurons which extend far from the tracer delivery site on the nerve as well as local neuron populations through the brain's surface. I used the same method to deliver calcium indicators into central neuropils for in vivo optical imaging of sound-evoked activity, as well as calling song-evoked activity in the brain. The work completed at the Janelia Research Campus began with the development of a modern version of a modular LED display and virtual reality control system to enable research on the visual control of complex behaviors in head-fixed animals. The primary advantages of our newly developed LED-based display over other display technologies are its high-speed operation, brightness uniformity and control, precise synchronization with analog inputs and outputs, and its ability to be configured into a variety of display geometries. Utilizing the system's fast display refresh rates, I conducted the first accurate characterization of the upper limits of the speed sensitivity of Drosophila for apparent motion during flight. I also developed a flexible approach to presenting optic flow scenes for functional imaging of motion-sensitive neurons. Finally, through the on-line analysis of behavioral measures, image rendering, and display streaming with low latency to multi-color (UV/Green) LED panels, I demonstrated the ability to create more naturalistic stimuli and interactive virtual visual landscapes. Lastly, I used this new visual display system to explore a newly discovered cell-type that had been implicated in higher-order motion processing from a large genetic screen of visually-guided behavior deficits. Using genetic silencing and activation methods, and by designing stimuli that modeled the optic flow encountered during different types of self-motion, colleagues in the Reiser lab and I showed that this cell-type - named Lobula Plate Columnar 1 (LPC1) - is required for the stopping behavior of walking flies caused by back-to-front translation motion but is not involved in the rotational optomotor response. Using calcium imaging, I found that LPC1 was selectively excited by back-to-front motion on the eye ipsilateral to the neuron population and inhibited by front-to-back motion on the contralateral eye, demonstrating a simple mechanism for its selectivity to translation over rotation. I also examined an anatomically similar cell type - named Lobula-Lobula Plate Columnar type 1 (LLPC1) - and found that its selectivity results from a similar but opposite calculation for the detection of front-to-back translational motion. The detection of back-to-front motion had previously been hypothesized to be useful for collision avoidance, and this work provides a neural mechanism for how this detection could be accomplished, as well as providing a platform from which to explore the larger network for translation optic flow.

Des mutations hétérozygotes faux-sens dans le gène de la tubuline gamma TUBG1, ont été identifiées dans le contexte des malformations du développement cortical, associées à une déficience intellectuelle et à l'épilepsie. Ici, nous avons étudié par la technique d’électroporation in-utero et par des études in vivo, l’effet de quatre de ces variantes sur le développement cortical. Nous montrons que les mutations dans TUBG1 affectent le positionnement neuronal dans la plaque corticale, en perturbant la locomotion des neurones nouvellement nés, mais sans affecter la neurogenèse. Nous proposons que la γ-tubuline mutante affecte le fonctionnement global de ses complexes, et en particulier leur rôle dans la régulation de la dynamique des microtubules. De plus, nous avons développé un modèle de souris knock-in Tubg1Y92C/+ et évalué les conséquences de la mutation sur le développement cortical, les caractéristiques neuroanatomiques et le comportement. Les souris mutantes présentent une microcéphalie globale, des anomalies du néocortex et de l'hippocampe, des altérations du comportement et une susceptibilité épileptique. Ainsi, nous montrons que les souris Tubg1Y92C/+ miment au moins partiellement le phénotype humain et représentent donc un modèle pertinent pour d'autres investigations de la physiopathologie des malformations du développement cortical. / Missense heterozygous variants in the gamma tubulin gene TUBG1 have been linked to malformations of cortical development, associated with intellectual disability and epilepsy. Here, we investigated through in-utero electroporation and in-vivo studies, how four of these variants affect cortical development. We show that TUBG1 mutants affect neuronal positioning within the cortical wall, by a disrupting the locomotion of newly born neurons but without affecting neurogenesis. We propose that mutant γ-tubulin affects overall functioning of γ-tubulin complexes, and in particular their role in the regulation of microtubule dynamics. Additionally, we developed a knock-in Tubg1Y92C/+ model and assessed consequences of the mutation on cortical development, neuroanatomical features and behaviour. Mutant mice present with global microcephaly, neocortical and hippocampal abnormalities, behavioural alterations and epileptic susceptibility. Thus, we show that Tubg1Y92C/+ mice partially mimic the human phenotype and therefore represent a relevant model for further investigations of the physiopathology of malformations of cortical development.

No description available.

Dissertation (Ph.D.)--University of South Florida, 2009. / Includes vita. Includes bibliographical references. Also available online.

Dissertation (Ph.D.)--University of South Florida, 2009. / Title from PDF of title page. Document formatted into pages; contains 103 pages. Includes vita. Includes bibliographical references.

Made available in DSpace on 2016-12-12T20:27:39Z (GMT). No. of bitstreams: 1 Heric Denis Farias.pdf: 2196819 bytes, checksum: ebe776ba26727b6ab81d9c4b1fb49e5d (MD5) Previous issue date: 2016-09-25 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior / The application of high electric fields on biological cells causes the formationof pores in the cell membrane, thereby causing an increase in their permeability. This phenomenon, called electropermeabilization have attracted increasing attention due to its wide application in biotechnology. Even being known for decades, the pore opening process in biological cell membranes is still not fully understood, nor was it even properly modeled. In this paper, two types of modeling are presented, which allow characterizing the electropermeabilization in biological cell suspensions. One of the methods is based on the analysis of the electrical impedance spectra of suspensions using genetic algorithm to determine parameters of a generic model dielectric dispersion. The other method uses instantaneous voltage and current values applied to a cell suspension during the electroporation experiment to determine the variation of the medium conductivity and thus, through the analytical model proposed by Ramos and colleagues (RAMOS et al., 2012), determine the cell conductivities. By modeling the impedance spectrum, it was observed the change in the dielectric dispersion of the sample due to the electropermeabilization process, in addition to obtaining the electrical conductivity and permittivity of the involved media. Using the electroporated cell model proposed by Ramos and colleagues (RAMOS et al., 2012), it was possible to determine the change of membrane conductance during the electropermeabilization. The validity of this model is assessed using finite element simulations, which showed good agreement with the analytical model used. Genetic algorithms are used in obtaining the parameters of the various models presented, showing great robustness in obtaining parameters based on the git between experimental and theoreticalcurves. / A aplicação de campos elétricos intensos em células biológicas provoca a formação de poros na membrana celular, causando assim o aumento de sua permeabilidade. Este fenômeno, denominado de eletropermeabiliza ção têm atraído cada vez mais atenção devido a sua ampla aplicação em biotecnologia. Mesmo sendo conhecido há várias décadas, o processo de abertura de poros em membranas de células biológicas ainda não é plenamente entendido e nem foi ainda corretamente modelado. Neste trabalho, apresenta-se dois tipos de modelagem que permitem a caracterização da eletropermeabilização em suspensões de células biológicas. Um dos métodos baseia-se na análise do espectro de impedância elétrica de suspensões com o uso de algoritmo genético para determinar parâmetros de um modelo genérico de dispersão dielétrica. O outro método utiliza valores instantâneos de tensão e corrente aplicados em uma suspensão de células durante um experimento de eletropermeabiliza ção para determinar a variação da condutividade do meio e com isso, através do modelo analítico proposto por Ramos e colaboradores (RAMOS et al., 2012), determinar a condutividade das células. Através da modelagem do espectro de impedância, foi possível verificar a alteração da dispersão dielétrica da amostra devido ao processo de eletropermeabiliza ção, além da obtenção das condutividades e permissividades elétricas dos meios envolvidos. Utilizando o modelo de célula eletropermeabilizada proposto por Ramos e colegas (RAMOS et al., 2012), foi possível obter a variação da condutância de membrana durante a eletropermeabilização. A validade deste modelo é avaliada utilizando simulações em elementos infinitos, as quais apresentaram grande concordância com o modelo analítico utilizado. Algoritmos genéticos são utilizados na obtenção dos parâmetros dos diversos modelos apresentados, mostrando grande robustez na obtenção de parâmetros baseada no ajuste entre curvas experimentais e teóricas.

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